realizar 0.8.5

Pure Rust ML inference engine built from scratch - model serving for GGUF and safetensors
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
//! T-COV-95 Deep Coverage: CLI mod.rs pure functions (Part 11)
//!
//! Tests format_model_prompt, process_chat_input, detect_model_source,
//! parse_bench_line, parse_cargo_bench_output, validate_suite_or_error,
//! load_chat_history, and print_bench_config.

#![allow(clippy::needless_pass_by_value)]

use super::*;

// ============================================================================
// format_model_prompt tests
// ============================================================================

#[test]
fn test_format_model_prompt_raw_mode_returns_verbatim() {
    let result = format_model_prompt("model.gguf", "Hello world", None, true);
    assert_eq!(result, "Hello world");
}

#[test]
fn test_format_model_prompt_raw_mode_with_system_returns_verbatim() {
    let result = format_model_prompt("model.gguf", "Hello", Some("Be helpful"), true);
    assert_eq!(result, "Hello");
}

#[test]
fn test_format_model_prompt_raw_mode_empty_prompt() {
    let result = format_model_prompt("model.gguf", "", None, true);
    assert_eq!(result, "");
}

#[test]
fn test_format_model_prompt_non_raw_returns_string() {
    // Non-raw mode returns formatted prompt (could be original or templated)
    let result = format_model_prompt("unknown_model.gguf", "Hi", None, false);
    assert!(!result.is_empty());
}

#[test]
fn test_format_model_prompt_non_raw_with_system_prompt() {
    let result = format_model_prompt("unknown_model.gguf", "Hi", Some("You are helpful"), false);
    assert!(!result.is_empty());
}

// ============================================================================
// process_chat_input tests
// ============================================================================

#[test]
fn test_process_chat_input_empty_returns_continue() {
    let mut history = Vec::new();
    match process_chat_input("", &mut history) {
        ChatAction::Continue => {},
        _ => panic!("Expected Continue for empty input"),
    }
}

#[test]
fn test_process_chat_input_exit_returns_exit() {
    let mut history = Vec::new();
    match process_chat_input("exit", &mut history) {
        ChatAction::Exit => {},
        _ => panic!("Expected Exit for 'exit'"),
    }
}

#[test]
fn test_process_chat_input_quit_returns_exit() {
    let mut history = Vec::new();
    match process_chat_input("/quit", &mut history) {
        ChatAction::Exit => {},
        _ => panic!("Expected Exit for '/quit'"),
    }
}

#[test]
fn test_process_chat_input_clear_clears_history() {
    let mut history = vec![("hello".to_string(), "world".to_string())];
    match process_chat_input("/clear", &mut history) {
        ChatAction::Continue => {
            assert!(history.is_empty());
        },
        _ => panic!("Expected Continue for '/clear'"),
    }
}

#[test]
fn test_process_chat_input_history_returns_continue() {
    let mut history = vec![("q1".to_string(), "a1".to_string())];
    match process_chat_input("/history", &mut history) {
        ChatAction::Continue => {
            // History should remain unchanged
            assert_eq!(history.len(), 1);
        },
        _ => panic!("Expected Continue for '/history'"),
    }
}

#[test]
fn test_process_chat_input_normal_text_returns_respond() {
    let mut history = Vec::new();
    match process_chat_input("What is ML?", &mut history) {
        ChatAction::Respond(text) => {
            assert_eq!(text, "What is ML?");
        },
        _ => panic!("Expected Respond for normal text"),
    }
}

#[test]
fn test_process_chat_input_history_empty() {
    let mut history: Vec<(String, String)> = Vec::new();
    match process_chat_input("/history", &mut history) {
        ChatAction::Continue => {},
        _ => panic!("Expected Continue for '/history' with empty history"),
    }
}

// ============================================================================
// is_local_file_path tests (more edge cases)
// ============================================================================

#[test]
fn test_is_local_file_path_dot_slash() {
    assert!(is_local_file_path("./model.gguf"));
}

#[test]
fn test_is_local_file_path_absolute() {
    assert!(is_local_file_path("/home/user/model.gguf"));
}

#[test]
fn test_is_local_file_path_gguf_suffix() {
    assert!(is_local_file_path("model.gguf"));
}

#[test]
fn test_is_local_file_path_safetensors_suffix() {
    assert!(is_local_file_path("model.safetensors"));
}

#[test]
fn test_is_local_file_path_apr_suffix() {
    assert!(is_local_file_path("model.apr"));
}

#[test]
fn test_is_local_file_path_registry_uri() {
    assert!(!is_local_file_path("pacha://llama:latest"));
}

#[test]
fn test_is_local_file_path_hf_uri() {
    assert!(!is_local_file_path("hf://openai/whisper-tiny"));
}

#[test]
fn test_is_local_file_path_bare_name() {
    assert!(!is_local_file_path("llama3.2"));
}

// ============================================================================
// parse_bench_line tests
// ============================================================================

#[test]
fn test_parse_bench_line_valid() {
    let line = "test tensor_add ... bench:      1234 ns/iter (+/- 56)";
    let result = parse_bench_line(line, Some("tensor_ops"));
    assert!(result.is_some());
    let val = result.expect("should parse");
    assert_eq!(val["name"], "tensor_add");
    assert_eq!(val["time_ns"], 1234);
    assert_eq!(val["suite"], "tensor_ops");
}

#[test]
fn test_parse_bench_line_with_commas() {
    let line = "test matmul_128 ... bench:    145,300 ns/iter (+/- 200)";
    let result = parse_bench_line(line, None);
    assert!(result.is_some());
    let val = result.expect("should parse");
    assert_eq!(val["time_ns"], 145300);
}

#[test]
fn test_parse_bench_line_no_bench_keyword() {
    let line = "running 5 tests";
    let result = parse_bench_line(line, None);
    assert!(result.is_none());
}

#[test]
fn test_parse_bench_line_no_ns_iter() {
    let line = "test tensor_add ... ok (1.5s)";
    let result = parse_bench_line(line, None);
    assert!(result.is_none());
}

#[test]
fn test_parse_bench_line_too_few_parts() {
    let line = "bench: 100";
    let result = parse_bench_line(line, None);
    assert!(result.is_none());
}

#[test]
fn test_parse_bench_line_none_suite() {
    let line = "test softmax ... bench:      500 ns/iter (+/- 10)";
    let result = parse_bench_line(line, None);
    assert!(result.is_some());
    let val = result.expect("should parse");
    assert!(val["suite"].is_null());
}

// ============================================================================
// parse_cargo_bench_output tests
// ============================================================================

#[test]
fn test_parse_cargo_bench_output_empty() {
    let results = parse_cargo_bench_output("", None);
    assert!(results.is_empty());
}

#[test]
fn test_parse_cargo_bench_output_no_bench_lines() {
    let output = "running 3 tests\ntest foo ... ok\ntest bar ... ok\n";
    let results = parse_cargo_bench_output(output, None);
    assert!(results.is_empty());
}

#[test]
fn test_parse_cargo_bench_output_single_bench() {
    let output = "test tensor_add ... bench:      1234 ns/iter (+/- 56)\n";
    let results = parse_cargo_bench_output(output, Some("ops"));
    assert_eq!(results.len(), 1);
    assert_eq!(results[0]["name"], "tensor_add");
    assert_eq!(results[0]["suite"], "ops");
}

#[test]
fn test_parse_cargo_bench_output_multiple_benches() {
    let output = "test add ... bench:      100 ns/iter (+/- 5)\n\
                  test mul ... bench:      200 ns/iter (+/- 10)\n\
                  test div ... bench:      300 ns/iter (+/- 15)\n";
    let results = parse_cargo_bench_output(output, None);
    assert_eq!(results.len(), 3);
}

// ============================================================================
// validate_suite_name tests
// ============================================================================

#[test]
fn test_validate_suite_name_tensor_ops() {
    assert!(validate_suite_name("tensor_ops"));
}

#[test]
fn test_validate_suite_name_inference() {
    assert!(validate_suite_name("inference"));
}

#[test]
fn test_validate_suite_name_cache() {
    assert!(validate_suite_name("cache"));
}

#[test]
fn test_validate_suite_name_tokenizer() {
    assert!(validate_suite_name("tokenizer"));
}

#[test]
fn test_validate_suite_name_quantize() {
    assert!(validate_suite_name("quantize"));
}

#[test]
fn test_validate_suite_name_lambda() {
    assert!(validate_suite_name("lambda"));
}

#[test]
fn test_validate_suite_name_comparative() {
    assert!(validate_suite_name("comparative"));
}

#[test]
fn test_validate_suite_name_invalid() {
    assert!(!validate_suite_name("nonexistent_suite"));
}

#[test]
fn test_validate_suite_name_empty() {
    assert!(!validate_suite_name(""));
}

// ============================================================================
// validate_suite_or_error tests
// ============================================================================

#[test]
fn test_validate_suite_or_error_valid() {
    assert!(validate_suite_or_error("tensor_ops"));
}

#[test]
fn test_validate_suite_or_error_invalid() {
    assert!(!validate_suite_or_error("bogus"));
}

// ============================================================================
// format_size tests (edge cases)
// ============================================================================

#[test]
fn test_format_size_zero_bytes() {
    assert_eq!(format_size(0), "0 B");
}

#[test]
fn test_format_size_one_byte() {
    assert_eq!(format_size(1), "1 B");
}

#[test]
fn test_format_size_1023_bytes() {
    assert_eq!(format_size(1023), "1023 B");
}

#[test]
fn test_format_size_exact_1kb() {
    assert_eq!(format_size(1024), "1.0 KB");
}

#[test]
fn test_format_size_exact_1mb() {
    assert_eq!(format_size(1024 * 1024), "1.0 MB");
}

#[test]
fn test_format_size_exact_1gb() {
    assert_eq!(format_size(1024 * 1024 * 1024), "1.0 GB");
}

#[test]
fn test_format_size_fractional_gb() {
    let size = (2.5 * 1024.0 * 1024.0 * 1024.0) as u64;
    let result = format_size(size);
    assert!(result.contains("GB"));
    assert!(result.starts_with("2.5"));
}

#[test]
fn test_format_size_fractional_mb() {
    let size = (3.7 * 1024.0 * 1024.0) as u64;
    let result = format_size(size);
    assert!(result.contains("MB"));
}

// ============================================================================
// BENCHMARK_SUITES constant tests
// ============================================================================

#[test]
fn test_benchmark_suites_has_seven_entries() {
    assert_eq!(BENCHMARK_SUITES.len(), 7);
}

#[test]
fn test_benchmark_suites_names_unique() {
    let names: Vec<&str> = BENCHMARK_SUITES.iter().map(|(n, _)| *n).collect();
    let mut unique = names.clone();
    unique.sort();
    unique.dedup();
    assert_eq!(names.len(), unique.len());
}

#[test]
fn test_benchmark_suites_descriptions_nonempty() {
    for (_, desc) in BENCHMARK_SUITES {
        assert!(!desc.is_empty(), "Suite description should not be empty");
    }
}

// ============================================================================
// load_chat_history tests
// ============================================================================

#[test]
fn test_load_chat_history_none() {
    let history = load_chat_history(None);
    assert!(history.is_empty());
}

#[test]
fn test_load_chat_history_nonexistent_file() {
    let history = load_chat_history(Some("/nonexistent/path/chat.json"));
    assert!(history.is_empty());
}

// ============================================================================
// home_dir tests
// ============================================================================

#[test]
fn test_home_dir_returns_some_when_home_set() {
    // HOME should be set in any test environment
    let result = home_dir();
    if std::env::var_os("HOME").is_some() {
        assert!(result.is_some());
    }
}

// ============================================================================
// detect_model_source tests (non-file paths)
// ============================================================================

#[test]
fn test_detect_model_source_pacha_uri() {
    let result = detect_model_source("pacha://model:latest", false);
    assert!(result.is_ok());
    match result.expect("should succeed") {
        ModelSource::RegistryPacha => {},
        _ => panic!("Expected RegistryPacha"),
    }
}

#[test]
fn test_detect_model_source_hf_uri() {
    let result = detect_model_source("hf://org/model", false);
    assert!(result.is_ok());
    match result.expect("should succeed") {
        ModelSource::RegistryHf => {},
        _ => panic!("Expected RegistryHf"),
    }
}

#[test]
fn test_detect_model_source_name_tag() {
    // "name:tag" format should be treated as registry
    let result = detect_model_source("llama:latest", false);
    assert!(result.is_ok());
    match result.expect("should succeed") {
        ModelSource::RegistryPacha => {},
        _ => panic!("Expected RegistryPacha for name:tag"),
    }
}