aprender-profile 0.32.0

Pure Rust system call tracer with source-aware correlation for Rust binaries
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
//! Syscall statistics tracking for -c mode
//!
//! Sprint 9-10: Statistics mode implementation
//! Sprint 32: Compute block tracing (Toyota Way v2.0)

use std::collections::HashMap;

/// Trace a compute block (multiple Trueno operations) - Sprint 32
///
/// This macro implements **block-level tracing** following Toyota Way principles:
/// - **Genchi Genbutsu**: No backend detection guessing
/// - **Jidoka**: Mandatory adaptive sampling (default: skip if duration < 100μs)
/// - **Muda**: Zero waste - no per-operation tracing overhead
/// - **Poka-Yoke**: Safe by default - cannot `DoS` tracing backend
///
/// # Usage
///
/// ```ignore
/// use crate::otlp_exporter::ComputeBlock;
///
/// let result = trace_compute_block!(otlp_exporter, "calculate_statistics", elements, {
///     // Block of Trueno operations
///     let v = trueno::Vector::from_slice(&data);
///     ExtendedStats {
///         mean: v.mean().unwrap_or(0.0),
///         stddev: v.stddev().unwrap_or(0.0),
///         // ... more operations
///     }
/// });
/// ```
///
/// # Adaptive Sampling
///
/// - If `duration < 100μs`: No span exported (too fast, not interesting)
/// - If `duration >= 100μs`: Export span to OTLP
/// - Debug mode: Use `--trace-compute-all` to bypass threshold
///
/// # Arguments
///
/// * `$exporter` - Optional reference to `OtlpExporter` (None if OTLP disabled)
/// * `$op_name` - Static string with operation name (e.g., "`calculate_statistics`")
/// * `$elements` - Number of elements being processed (usize)
/// * `$block` - Code block containing Trueno operations
///
/// # Returns
///
/// Returns the result of executing `$block`
#[macro_export]
macro_rules! trace_compute_block {
    ($exporter:expr, $op_name:expr, $elements:expr, $block:block) => {{
        let start = std::time::Instant::now();
        let result = $block;
        let duration_us = start.elapsed().as_micros() as u64;

        // Adaptive sampling: export trace data when duration exceeds threshold (Jidoka principle)
        if duration_us >= 100 {
            if let Some(exporter) = $exporter {
                #[cfg(feature = "otlp")]
                {
                    use $crate::otlp_exporter::ComputeBlock;
                    exporter.record_compute_block(ComputeBlock {
                        operation: $op_name,
                        duration_us,
                        elements: $elements,
                        is_slow: duration_us > 100,
                    });
                }
            }
        }

        result
    }};
}

/// Statistics for a single syscall type
#[derive(Debug, Clone, Default)]
pub struct SyscallStats {
    /// Number of times this syscall was called
    pub count: u64,
    /// Number of errors (negative return values)
    pub errors: u64,
    /// Total time spent in this syscall (microseconds)
    pub total_time_us: u64,
    /// Individual syscall durations (for percentile calculations)
    pub durations: Vec<u64>,
}

/// Summary totals for all syscalls
#[derive(Debug, Clone, PartialEq, Eq)]
pub struct StatTotals {
    pub total_calls: u64,
    pub total_errors: u64,
    pub total_time_us: u64,
}

/// Extended statistics for a syscall (Sprint 19: Trueno integration)
#[derive(Debug, Clone, PartialEq)]
pub struct ExtendedStats {
    pub mean: f32,
    pub stddev: f32,
    pub min: f32,
    pub max: f32,
    pub median: f32, // P50
    pub p75: f32,
    pub p90: f32,
    pub p95: f32,
    pub p99: f32,
}

/// Tracks statistics for all syscalls
#[derive(Debug, Default)]
pub struct StatsTracker {
    /// Map from syscall name to statistics
    stats: HashMap<String, SyscallStats>,
}

impl StatsTracker {
    /// Create a new statistics tracker
    pub fn new() -> Self {
        Self::default()
    }

    /// Record a syscall execution
    pub fn record(&mut self, syscall_name: &str, result: i64, duration_us: u64) {
        let entry = self.stats.entry(syscall_name.to_string()).or_default();
        entry.count += 1;
        entry.total_time_us += duration_us;
        entry.durations.push(duration_us); // Sprint 19: Track individual durations
        if result < 0 {
            entry.errors += 1;
        }
    }

    /// Get access to the stats map for CSV export
    pub fn stats_map(&self) -> &HashMap<String, SyscallStats> {
        &self.stats
    }

    /// Calculate totals using Trueno for high-performance SIMD operations
    pub fn calculate_totals_with_trueno(&self) -> StatTotals {
        if self.stats.is_empty() {
            return StatTotals { total_calls: 0, total_errors: 0, total_time_us: 0 };
        }

        // Extract data into vectors for SIMD processing
        let counts: Vec<f32> = self.stats.values().map(|s| s.count as f32).collect();
        let errors: Vec<f32> = self.stats.values().map(|s| s.errors as f32).collect();
        let times: Vec<f32> = self.stats.values().map(|s| s.total_time_us as f32).collect();

        // Use Trueno for SIMD-accelerated sums
        let total_calls = trueno::Vector::from_slice(&counts).sum().unwrap_or(0.0) as u64;
        let total_errors = trueno::Vector::from_slice(&errors).sum().unwrap_or(0.0) as u64;
        let total_time_us = trueno::Vector::from_slice(&times).sum().unwrap_or(0.0) as u64;

        StatTotals { total_calls, total_errors, total_time_us }
    }

    /// Calculate percentile from sorted data
    fn calculate_percentile(sorted_data: &[f32], percentile: f32) -> f32 {
        if sorted_data.is_empty() {
            return 0.0;
        }
        if sorted_data.len() == 1 {
            return sorted_data[0];
        }

        let index = (percentile / 100.0) * (sorted_data.len() - 1) as f32;
        let lower = index.floor() as usize;
        let upper = index.ceil() as usize;

        if lower == upper {
            sorted_data[lower]
        } else {
            let weight = index - lower as f32;
            sorted_data[lower] * (1.0 - weight) + sorted_data[upper] * weight
        }
    }

    /// Calculate extended statistics for a syscall using Trueno
    ///
    /// Sprint 32: Now accepts optional `OtlpExporter` for compute block tracing
    ///
    /// # Arguments
    ///
    /// * `syscall_name` - Name of the syscall to compute stats for
    /// * `otlp_exporter` - Optional OTLP exporter for tracing (Sprint 32)
    pub fn calculate_extended_statistics(
        &self,
        syscall_name: &str,
        #[cfg(feature = "otlp")] otlp_exporter: Option<&crate::otlp_exporter::OtlpExporter>,
        #[cfg(not(feature = "otlp"))] _otlp_exporter: Option<&()>,
    ) -> Option<ExtendedStats> {
        let stats = self.stats.get(syscall_name)?;

        if stats.durations.is_empty() {
            return None;
        }

        // Convert durations to f32 for Trueno
        let durations: Vec<f32> = stats.durations.iter().map(|&d| d as f32).collect();
        #[allow(unused_variables)]
        let elements = durations.len();

        // Trace entire compute block (Sprint 32: Block-level tracing)
        #[cfg(feature = "otlp")]
        let result = trace_compute_block!(otlp_exporter, "calculate_statistics", elements, {
            Self::compute_extended_stats_block(&durations)
        });

        #[cfg(not(feature = "otlp"))]
        let result = Self::compute_extended_stats_block(&durations);

        Some(result)
    }

    /// Internal: Compute extended stats block (extracted for tracing)
    fn compute_extended_stats_block(durations: &[f32]) -> ExtendedStats {
        let v = trueno::Vector::from_slice(durations);

        // Use Trueno for basic statistics
        let mean = v.mean().unwrap_or(0.0);
        let stddev = v.stddev().unwrap_or(0.0);
        let min = v.min().unwrap_or(0.0);
        let max = v.max().unwrap_or(0.0);

        // Calculate percentiles (Trueno doesn't have built-in percentile function)
        let mut sorted = durations.to_vec();
        sorted.sort_by(|a, b| a.partial_cmp(b).unwrap_or(std::cmp::Ordering::Equal));

        let median = Self::calculate_percentile(&sorted, 50.0);
        let p75 = Self::calculate_percentile(&sorted, 75.0);
        let p90 = Self::calculate_percentile(&sorted, 90.0);
        let p95 = Self::calculate_percentile(&sorted, 95.0);
        let p99 = Self::calculate_percentile(&sorted, 99.0);

        ExtendedStats { mean, stddev, min, max, median, p75, p90, p95, p99 }
    }

    /// Check if a duration is an anomaly (>threshold σ from mean)
    pub fn is_anomaly(&self, syscall_name: &str, duration_us: u64, threshold: f32) -> bool {
        // Note: Pass None for tracing - this is a quick check, not a compute block
        #[cfg(feature = "otlp")]
        let extended = self.calculate_extended_statistics(syscall_name, None);
        #[cfg(not(feature = "otlp"))]
        let extended = self.calculate_extended_statistics(syscall_name, None);

        if let Some(extended) = extended {
            if extended.stddev > 0.0 {
                let z_score = ((duration_us as f32 - extended.mean) / extended.stddev).abs();
                return z_score > threshold;
            }
        }
        false
    }

    /// Print extended statistics summary to stderr
    ///
    /// Sprint 32: Now accepts optional `OtlpExporter` for compute block tracing
    pub fn print_extended_summary(
        &self,
        threshold: f32,
        #[cfg(feature = "otlp")] otlp_exporter: Option<&crate::otlp_exporter::OtlpExporter>,
        #[cfg(not(feature = "otlp"))] _otlp_exporter: Option<&()>,
    ) {
        if self.stats.is_empty() {
            eprintln!("No syscalls traced.");
            return;
        }

        eprintln!("\n=== Extended Statistics (SIMD-accelerated via Trueno) ===\n");

        // Sort by call count
        let mut sorted: Vec<_> = self.stats.iter().collect();
        sorted.sort_by(|a, b| b.1.count.cmp(&a.1.count));

        for (name, stats) in sorted {
            #[cfg(feature = "otlp")]
            let extended = self.calculate_extended_statistics(name, otlp_exporter);
            #[cfg(not(feature = "otlp"))]
            let extended = self.calculate_extended_statistics(name, _otlp_exporter);

            if let Some(extended) = extended {
                eprintln!("{} ({} calls):", name, stats.count);
                eprintln!("  Mean:         {:.2} μs", extended.mean);
                eprintln!("  Std Dev:      {:.2} μs", extended.stddev);
                eprintln!("  Min:          {:.2} μs", extended.min);
                eprintln!("  Max:          {:.2} μs", extended.max);
                eprintln!("  Median (P50): {:.2} μs", extended.median);
                eprintln!("  P75:          {:.2} μs", extended.p75);
                eprintln!("  P90:          {:.2} μs", extended.p90);
                eprintln!("  P95:          {:.2} μs", extended.p95);
                eprintln!("  P99:          {:.2} μs", extended.p99);

                // Check for anomalies in the data
                if extended.stddev > 0.0 {
                    let max_z = (extended.max - extended.mean) / extended.stddev;
                    if max_z > threshold {
                        eprintln!("  ⚠️  ANOMALY DETECTED: Max duration is {max_z:.1}σ above mean");
                    }
                }
                eprintln!();
            }
        }
    }

    /// Print statistics summary to stderr (matching strace behavior)
    pub fn print_summary(&self) {
        if self.stats.is_empty() {
            eprintln!("No syscalls traced.");
            return;
        }

        // Calculate totals using Trueno for SIMD acceleration
        let totals = self.calculate_totals_with_trueno();
        let total_calls = totals.total_calls;
        let total_errors = totals.total_errors;
        let total_time_us = totals.total_time_us;

        // Sort by call count (descending)
        let mut sorted: Vec<_> = self.stats.iter().collect();
        sorted.sort_by(|a, b| b.1.count.cmp(&a.1.count));

        // Print header
        eprintln!("% time     seconds  usecs/call     calls    errors syscall");
        eprintln!("------ ----------- ----------- --------- --------- ----------------");

        // Print each syscall
        for (name, stats) in sorted {
            let time_percent = if total_time_us > 0 {
                (stats.total_time_us as f64 / total_time_us as f64) * 100.0
            } else {
                0.0
            };
            let seconds = stats.total_time_us as f64 / 1_000_000.0;
            let usecs_per_call =
                if stats.count > 0 { stats.total_time_us / stats.count } else { 0 };

            eprintln!(
                "{:6.2} {:>11.6} {:>11} {:>9} {:>9} {}",
                time_percent,
                seconds,
                usecs_per_call,
                stats.count,
                if stats.errors > 0 { stats.errors.to_string() } else { String::new() },
                name
            );
        }

        // Print summary line
        eprintln!("------ ----------- ----------- --------- --------- ----------------");
        let total_seconds = total_time_us as f64 / 1_000_000.0;
        let avg_usecs = if total_calls > 0 { total_time_us / total_calls } else { 0 };
        eprintln!(
            "100.00 {:>11.6} {:>11} {:>9} {:>9} total",
            total_seconds,
            avg_usecs,
            total_calls,
            if total_errors > 0 { total_errors.to_string() } else { String::new() }
        );
    }
}

// Compile-time thread-safety verification (Sprint 59)
static_assertions::assert_impl_all!(SyscallStats: Send, Sync);
static_assertions::assert_impl_all!(StatTotals: Send, Sync);
static_assertions::assert_impl_all!(ExtendedStats: Send, Sync);
static_assertions::assert_impl_all!(StatsTracker: Send, Sync);

#[cfg(test)]
mod tests {
    use super::*;
    use trueno::Vector;

    #[test]
    fn test_stats_tracker_records_calls() {
        let mut tracker = StatsTracker::new();
        tracker.record("open", 3, 100);
        tracker.record("read", 10, 50);
        tracker.record("read", 10, 75);

        assert_eq!(tracker.stats.get("open").expect("test").count, 1);
        assert_eq!(tracker.stats.get("read").expect("test").count, 2);
        assert_eq!(tracker.stats.get("read").expect("test").total_time_us, 125);
    }

    #[test]
    fn test_stats_tracker_records_errors() {
        let mut tracker = StatsTracker::new();
        tracker.record("open", 3, 100); // success
        tracker.record("open", -2, 50); // error (ENOENT)
        tracker.record("open", -13, 25); // error (EACCES)

        let stats = tracker.stats.get("open").expect("test");
        assert_eq!(stats.count, 3);
        assert_eq!(stats.errors, 2);
        assert_eq!(stats.total_time_us, 175);
    }

    #[test]
    fn test_empty_tracker() {
        let tracker = StatsTracker::new();
        // Should not panic
        tracker.print_summary();
    }

    #[test]
    fn test_syscall_stats_default() {
        let stats = SyscallStats::default();
        assert_eq!(stats.count, 0);
        assert_eq!(stats.errors, 0);
        assert_eq!(stats.total_time_us, 0);
    }

    #[test]
    fn test_syscall_stats_clone() {
        let stats1 = SyscallStats {
            count: 42,
            errors: 3,
            total_time_us: 1234,
            durations: vec![100, 200, 934], // Sprint 19
        };
        let stats2 = stats1.clone();
        assert_eq!(stats2.count, 42);
        assert_eq!(stats2.errors, 3);
        assert_eq!(stats2.total_time_us, 1234);
    }

    #[test]
    fn test_syscall_stats_debug() {
        let stats = SyscallStats {
            count: 10,
            errors: 2,
            total_time_us: 5000,
            durations: vec![500, 500, 1000, 1000, 2000], // Sprint 19
        };
        let debug_str = format!("{:?}", stats);
        assert!(debug_str.contains("count"));
        assert!(debug_str.contains("10"));
    }

    #[test]
    fn test_stats_tracker_debug() {
        let mut tracker = StatsTracker::new();
        tracker.record("test", 0, 100);
        let debug_str = format!("{:?}", tracker);
        assert!(debug_str.contains("StatsTracker"));
    }

    #[test]
    fn test_stats_tracker_multiple_syscalls() {
        let mut tracker = StatsTracker::new();
        tracker.record("open", 3, 100);
        tracker.record("read", 10, 200);
        tracker.record("write", 20, 150);
        tracker.record("close", 0, 50);

        assert_eq!(tracker.stats.len(), 4);
        assert_eq!(tracker.stats.get("open").expect("test").count, 1);
        assert_eq!(tracker.stats.get("read").expect("test").count, 1);
        assert_eq!(tracker.stats.get("write").expect("test").count, 1);
        assert_eq!(tracker.stats.get("close").expect("test").count, 1);
    }

    #[test]
    fn test_stats_tracker_zero_time() {
        let mut tracker = StatsTracker::new();
        tracker.record("test", 0, 0);
        tracker.record("test", 0, 0);

        let stats = tracker.stats.get("test").expect("test");
        assert_eq!(stats.count, 2);
        assert_eq!(stats.total_time_us, 0);
        // Should not panic on division by zero
        tracker.print_summary();
    }

    #[test]
    fn test_stats_tracker_all_errors() {
        let mut tracker = StatsTracker::new();
        tracker.record("fail", -1, 10);
        tracker.record("fail", -2, 20);
        tracker.record("fail", -13, 30);

        let stats = tracker.stats.get("fail").expect("test");
        assert_eq!(stats.count, 3);
        assert_eq!(stats.errors, 3);
        assert_eq!(stats.total_time_us, 60);
    }

    #[test]
    fn test_stats_tracker_mixed_success_failure() {
        let mut tracker = StatsTracker::new();
        tracker.record("open", 3, 100); // success
        tracker.record("open", -2, 50); // error
        tracker.record("open", 5, 75); // success
        tracker.record("open", -13, 25); // error

        let stats = tracker.stats.get("open").expect("test");
        assert_eq!(stats.count, 4);
        assert_eq!(stats.errors, 2);
        assert_eq!(stats.total_time_us, 250);
    }

    #[test]
    fn test_stats_tracker_large_numbers() {
        let mut tracker = StatsTracker::new();
        // Test with large time values
        tracker.record("big", 0, u64::MAX / 2);
        tracker.record("big", 0, u64::MAX / 2);

        let stats = tracker.stats.get("big").expect("test");
        assert_eq!(stats.count, 2);
        // Should handle large numbers without overflow
        assert!(stats.total_time_us > 0);
    }

    #[test]
    fn test_stats_tracker_sorting_by_count() {
        let mut tracker = StatsTracker::new();
        // Add syscalls with different counts
        tracker.record("rare", 0, 10);

        tracker.record("common", 0, 20);
        tracker.record("common", 0, 30);
        tracker.record("common", 0, 40);

        tracker.record("medium", 0, 50);
        tracker.record("medium", 0, 60);

        // Verify counts
        assert_eq!(tracker.stats.get("rare").expect("test").count, 1);
        assert_eq!(tracker.stats.get("medium").expect("test").count, 2);
        assert_eq!(tracker.stats.get("common").expect("test").count, 3);

        // Print should sort by count (descending)
        tracker.print_summary();
    }

    #[test]
    fn test_stats_tracker_percentage_calculation() {
        let mut tracker = StatsTracker::new();
        tracker.record("half", 0, 500);
        tracker.record("quarter", 0, 250);
        tracker.record("quarter", 0, 250);

        // Total time: 1000us
        // half: 500us = 50%
        // quarter: 500us = 50% (but 2 calls)
        let half_stats = tracker.stats.get("half").expect("test");
        let quarter_stats = tracker.stats.get("quarter").expect("test");

        assert_eq!(half_stats.total_time_us, 500);
        assert_eq!(quarter_stats.total_time_us, 500);

        tracker.print_summary();
    }

    #[test]
    fn test_stats_tracker_record_zero_result() {
        let mut tracker = StatsTracker::new();
        tracker.record("success", 0, 100);

        let stats = tracker.stats.get("success").expect("test");
        assert_eq!(stats.count, 1);
        assert_eq!(stats.errors, 0);
    }

    #[test]
    fn test_stats_tracker_record_positive_result() {
        let mut tracker = StatsTracker::new();
        tracker.record("read", 1024, 100); // read 1024 bytes

        let stats = tracker.stats.get("read").expect("test");
        assert_eq!(stats.count, 1);
        assert_eq!(stats.errors, 0);
    }

    #[test]
    fn test_stats_tracker_record_negative_result() {
        let mut tracker = StatsTracker::new();
        tracker.record("open", -2, 50); // ENOENT error

        let stats = tracker.stats.get("open").expect("test");
        assert_eq!(stats.count, 1);
        assert_eq!(stats.errors, 1);
    }

    #[test]
    fn test_trueno_sum_integration() {
        // RED phase: Test that we can use Trueno for sum operations
        let tracker = StatsTracker::new();

        // Create sample data
        let counts = vec![10.0_f32, 20.0, 30.0, 40.0];
        let v = Vector::from_slice(&counts);

        // Use Trueno to sum
        let result = v.sum().expect("test");
        assert_eq!(result, 100.0);

        // This test passes - now we need to actually integrate Trueno into StatsTracker
        let _ = tracker; // Use tracker to avoid warning
    }

    #[test]
    fn test_stats_tracker_uses_trueno_for_sums() {
        // RED phase: Test that StatsTracker uses Trueno for sum calculations
        let mut tracker = StatsTracker::new();

        // Record some syscalls with timing data
        tracker.record("open", 3, 100);
        tracker.record("read", 10, 200);
        tracker.record("write", 20, 300);
        tracker.record("close", 0, 400);

        // Calculate totals using Trueno (this will fail until we implement it)
        let totals = tracker.calculate_totals_with_trueno();

        assert_eq!(totals.total_calls, 4);
        assert_eq!(totals.total_time_us, 1000);
        assert_eq!(totals.total_errors, 0);
    }

    #[test]
    fn test_calculate_extended_statistics() {
        let mut tracker = StatsTracker::new();

        // Add multiple durations for statistical analysis
        tracker.record("read", 10, 100);
        tracker.record("read", 10, 200);
        tracker.record("read", 10, 300);
        tracker.record("read", 10, 400);
        tracker.record("read", 10, 500);

        #[cfg(feature = "otlp")]
        let extended = tracker.calculate_extended_statistics("read", None);
        #[cfg(not(feature = "otlp"))]
        let extended = tracker.calculate_extended_statistics("read", None);

        let stats = extended.expect("Should calculate extended stats");
        assert!((stats.mean - 300.0).abs() < 1.0);
        assert!(stats.min >= 100.0);
        assert!(stats.max <= 500.0);
        assert!((stats.median - 300.0).abs() < 1.0);
    }

    #[test]
    fn test_calculate_extended_statistics_empty() {
        let tracker = StatsTracker::new();

        #[cfg(feature = "otlp")]
        let extended = tracker.calculate_extended_statistics("nonexistent", None);
        #[cfg(not(feature = "otlp"))]
        let extended = tracker.calculate_extended_statistics("nonexistent", None);

        assert!(extended.is_none());
    }

    #[test]
    fn test_calculate_extended_statistics_single_value() {
        let mut tracker = StatsTracker::new();
        tracker.record("single", 0, 100);

        #[cfg(feature = "otlp")]
        let extended = tracker.calculate_extended_statistics("single", None);
        #[cfg(not(feature = "otlp"))]
        let extended = tracker.calculate_extended_statistics("single", None);

        let stats = extended.expect("Should calculate stats for single value");
        assert!((stats.mean - 100.0).abs() < f32::EPSILON);
        assert!((stats.min - 100.0).abs() < f32::EPSILON);
        assert!((stats.max - 100.0).abs() < f32::EPSILON);
    }

    #[test]
    fn test_is_anomaly_detection() {
        let mut tracker = StatsTracker::new();

        // Add baseline with consistent times
        for _ in 0..50 {
            tracker.record("consistent", 0, 100);
        }
        // Add one outlier
        tracker.record("consistent", 0, 1000);

        // The 1000μs call should be an anomaly (> 3σ)
        let is_anomaly = tracker.is_anomaly("consistent", 1000, 3.0);
        // Note: depends on whether there's enough variance
        // With 50 x 100μs and 1 x 1000μs, the stddev is significant
        assert!(is_anomaly);

        // A normal call should not be an anomaly
        let is_normal = tracker.is_anomaly("consistent", 100, 3.0);
        assert!(!is_normal);
    }

    #[test]
    fn test_is_anomaly_no_stddev() {
        let mut tracker = StatsTracker::new();

        // All same values - stddev is 0
        tracker.record("same", 0, 100);
        tracker.record("same", 0, 100);
        tracker.record("same", 0, 100);

        // Should not detect anomaly when stddev is 0
        let result = tracker.is_anomaly("same", 100, 2.0);
        assert!(!result);
    }

    #[test]
    fn test_is_anomaly_nonexistent_syscall() {
        let tracker = StatsTracker::new();

        // Should return false for nonexistent syscall
        let result = tracker.is_anomaly("nonexistent", 100, 2.0);
        assert!(!result);
    }

    #[test]
    fn test_stats_map_access() {
        let mut tracker = StatsTracker::new();
        tracker.record("test", 0, 100);

        let stats_map = tracker.stats_map();
        assert_eq!(stats_map.len(), 1);
        assert!(stats_map.contains_key("test"));
    }

    #[test]
    fn test_calculate_percentile_empty() {
        let percentile = StatsTracker::calculate_percentile(&[], 50.0);
        assert!((percentile - 0.0).abs() < f32::EPSILON);
    }

    #[test]
    fn test_calculate_percentile_single() {
        let data = vec![42.0];
        let percentile = StatsTracker::calculate_percentile(&data, 50.0);
        assert!((percentile - 42.0).abs() < f32::EPSILON);
    }

    #[test]
    fn test_calculate_percentile_multiple() {
        let data = vec![10.0, 20.0, 30.0, 40.0, 50.0];
        let p50 = StatsTracker::calculate_percentile(&data, 50.0);
        assert!((p50 - 30.0).abs() < f32::EPSILON);

        let p0 = StatsTracker::calculate_percentile(&data, 0.0);
        assert!((p0 - 10.0).abs() < f32::EPSILON);

        let p100 = StatsTracker::calculate_percentile(&data, 100.0);
        assert!((p100 - 50.0).abs() < f32::EPSILON);
    }

    #[test]
    fn test_calculate_percentile_interpolation() {
        let data = vec![10.0, 20.0, 30.0, 40.0];
        // P50 should interpolate between 20 and 30
        let p50 = StatsTracker::calculate_percentile(&data, 50.0);
        assert!((p50 - 25.0).abs() < 0.1);
    }

    #[test]
    fn test_print_extended_summary() {
        let mut tracker = StatsTracker::new();

        // Add varied data to trigger anomaly detection
        for _ in 0..10 {
            tracker.record("read", 10, 100);
        }
        tracker.record("read", 10, 10000); // anomaly

        // Should not panic
        #[cfg(feature = "otlp")]
        tracker.print_extended_summary(2.0, None);
        #[cfg(not(feature = "otlp"))]
        tracker.print_extended_summary(2.0, None);
    }

    #[test]
    fn test_print_extended_summary_empty() {
        let tracker = StatsTracker::new();

        // Should not panic on empty tracker
        #[cfg(feature = "otlp")]
        tracker.print_extended_summary(2.0, None);
        #[cfg(not(feature = "otlp"))]
        tracker.print_extended_summary(2.0, None);
    }

    #[test]
    fn test_totals_with_errors() {
        let mut tracker = StatsTracker::new();

        tracker.record("open", 3, 100);
        tracker.record("open", -2, 50);
        tracker.record("read", 10, 200);
        tracker.record("read", -1, 100);

        let totals = tracker.calculate_totals_with_trueno();

        assert_eq!(totals.total_calls, 4);
        assert_eq!(totals.total_errors, 2);
        assert_eq!(totals.total_time_us, 450);
    }

    #[test]
    fn test_extended_stats_struct() {
        let stats = ExtendedStats {
            mean: 100.0,
            stddev: 10.0,
            min: 80.0,
            max: 120.0,
            median: 100.0,
            p75: 105.0,
            p90: 115.0,
            p95: 118.0,
            p99: 119.0,
        };

        // Test PartialEq
        let stats2 = stats.clone();
        assert_eq!(stats, stats2);

        // Test Debug
        let debug = format!("{:?}", stats);
        assert!(debug.contains("mean"));
    }

    #[test]
    fn test_stat_totals_equality() {
        let totals1 = StatTotals { total_calls: 10, total_errors: 2, total_time_us: 1000 };
        let totals2 = StatTotals { total_calls: 10, total_errors: 2, total_time_us: 1000 };
        assert_eq!(totals1, totals2);
    }
}