lemma-engine 0.8.21

A pure, declarative language for business rules.
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
//! Aggressive bug-hunting scenarios

use lemma::{DateTimeValue, Engine, SourceType};
use std::collections::HashMap;
use std::path::PathBuf;
use std::sync::Arc;

fn src(name: &str) -> SourceType {
    SourceType::Path(Arc::new(PathBuf::from(name)))
}

fn run_spec(engine: &Engine, spec: &str, data: &[(&str, &str)]) -> lemma::Response {
    let now = DateTimeValue::now();
    let data_map: HashMap<String, String> = data
        .iter()
        .map(|(k, v)| (k.to_string(), v.to_string()))
        .collect();
    engine
        .run(None, spec, Some(&now), data_map, false, None)
        .unwrap()
}

fn rule_display(response: &lemma::Response, rule_name: &str) -> String {
    response
        .results
        .values()
        .find(|r| r.rule.name == rule_name)
        .unwrap_or_else(|| panic!("rule '{}' not found", rule_name))
        .display
        .clone()
        .unwrap_or_else(|| panic!("rule '{}' has no display", rule_name))
}

fn rule_vetoed(response: &lemma::Response, rule_name: &str) -> bool {
    response
        .results
        .values()
        .find(|r| r.rule.name == rule_name)
        .unwrap_or_else(|| panic!("rule '{}' not found", rule_name))
        .vetoed
}

// ===========================================================================
// BUG HUNT 1: `as` operator precedence
// Docs say: "as binds tighter than *, /, and %"
// So `balance / rate as month` means `balance / (rate as month)`
// ===========================================================================

#[test]
fn hunt_as_precedence_with_division() {
    let mut engine = Engine::new();
    engine
        .load(
            r#"
spec as_prec
uses lemma units

data money: measure
  -> unit eur 1.00

data wage: measure
  -> unit eur_per_hour eur/hour

data hours_worked: 160 hours
data hourly_rate: wage -> default 50 eur_per_hour

rule total_pay: (hourly_rate * hours_worked) as eur
"#,
            src("as_prec.lemma"),
        )
        .unwrap();

    let resp = run_spec(&engine, "as_prec", &[]);
    let display = rule_display(&resp, "total_pay");
    // 50 eur/hour * 160 hours = 8000 eur
    assert_eq!(display, "8000 eur", "50 eur/hour * 160 hours = 8000 eur");
}

// ===========================================================================
// BUG HUNT 2: Ratio compared to ratio
// 25% > 10% should be true
// ===========================================================================

#[test]
fn hunt_ratio_comparison() {
    let mut engine = Engine::new();
    engine
        .load(
            r#"
spec ratio_cmp

data discount: ratio

rule big_discount: discount > 20%
rule small_discount: discount < 5%
rule exact_ten: discount is 10%
"#,
            src("ratio_cmp.lemma"),
        )
        .unwrap();

    let resp = run_spec(&engine, "ratio_cmp", &[("discount", "25%")]);
    assert_eq!(rule_display(&resp, "big_discount"), "true", "25% > 20%");
    assert_eq!(
        rule_display(&resp, "small_discount"),
        "false",
        "25% not < 5%"
    );
    assert_eq!(rule_display(&resp, "exact_ten"), "false", "25% is not 10%");

    let resp = run_spec(&engine, "ratio_cmp", &[("discount", "10%")]);
    assert_eq!(rule_display(&resp, "exact_ten"), "true", "10% is 10%");
}

// ===========================================================================
// BUG HUNT 3: Veto propagation through boolean check
// If rule A vetoes, and rule B says "A and something_else", does B veto or false?
// ===========================================================================

#[test]
fn hunt_veto_in_boolean_expression() {
    let mut engine = Engine::new();
    engine
        .load(
            r#"
spec veto_bool

data value: number
data flag: boolean

rule validated: value
  unless value < 0 then veto "negative"

rule combined: validated > 10 and flag
"#,
            src("veto_bool.lemma"),
        )
        .unwrap();

    // value=-5 makes validated veto. combined depends on validated > 10.
    // A veto in a comparison should propagate.
    let resp = run_spec(&engine, "veto_bool", &[("value", "-5"), ("flag", "true")]);
    assert!(rule_vetoed(&resp, "validated"), "negative value vetoes");
    assert!(
        rule_vetoed(&resp, "combined"),
        "veto should propagate through comparison"
    );
}

// ===========================================================================
// BUG HUNT 4: Chained `is veto` on deeply nested veto
// ===========================================================================

#[test]
fn hunt_is_veto_on_transitive_veto() {
    let mut engine = Engine::new();
    engine
        .load(
            r#"
spec deep_veto

data input: number

rule step1: input
  unless input < 0 then veto "bad input"

rule step2: step1 * 2

rule step3: step2 + 1

rule check_step3: step3 is veto
"#,
            src("deep_veto.lemma"),
        )
        .unwrap();

    // input=-1: step1 vetoes, step2 vetoes (depends on step1), step3 vetoes
    let resp = run_spec(&engine, "deep_veto", &[("input", "-1")]);
    assert!(
        rule_vetoed(&resp, "step3"),
        "step3 should veto transitively"
    );
    assert_eq!(
        rule_display(&resp, "check_step3"),
        "true",
        "step3 is veto = true"
    );

    // input=5: everything is fine
    let resp = run_spec(&engine, "deep_veto", &[("input", "5")]);
    assert!(!rule_vetoed(&resp, "step3"));
    assert_eq!(
        rule_display(&resp, "check_step3"),
        "false",
        "step3 is not veto"
    );
}

// ===========================================================================
// BUG HUNT 5: Comparison between measure and literal
// 5 kilogram > 3 kilogram (same unit) — should work
// ===========================================================================

#[test]
fn hunt_measure_comparison() {
    let mut engine = Engine::new();
    engine
        .load(
            r#"
spec quantity_cmp
uses lemma units

data weight: units.mass

rule over_five: weight > 5 kilogram
rule under_one: weight < 1 kilogram
rule exactly_three: weight is 3 kilogram
"#,
            src("quantity_cmp.lemma"),
        )
        .unwrap();

    let resp = run_spec(&engine, "quantity_cmp", &[("weight", "3 kilogram")]);
    assert_eq!(rule_display(&resp, "over_five"), "false");
    assert_eq!(rule_display(&resp, "under_one"), "false");
    assert_eq!(rule_display(&resp, "exactly_three"), "true");

    let resp = run_spec(&engine, "quantity_cmp", &[("weight", "10 kilogram")]);
    assert_eq!(rule_display(&resp, "over_five"), "true");
}

// ===========================================================================
// BUG HUNT 6: Money arithmetic with decimals
// Ensure no floating point issues with currency
// ===========================================================================

#[test]
fn hunt_money_precision() {
    let mut engine = Engine::new();
    engine
        .load(
            r#"
spec money_test

data money: measure
  -> decimals 2
  -> unit eur 1.00

data price: money -> default 19.99 eur
data tax_rate: 21%

rule tax_amount: price * tax_rate
rule total: price + tax_amount
rule ten_items: price * 10
"#,
            src("money.lemma"),
        )
        .unwrap();

    let resp = run_spec(&engine, "money_test", &[]);
    // 19.99 * 21% = 4.1979 → displayed with 2 decimals? or full precision?
    let tax = rule_display(&resp, "tax_amount");
    // Should be exact: 19.99 * 0.21 = 4.1979
    assert_eq!(
        tax, "4.20 eur",
        "19.99 * 21% = 4.1979, rounded to 2dp = 4.20 eur"
    );

    // 19.99 * 10 = 199.90
    let ten = rule_display(&resp, "ten_items");
    assert_eq!(ten, "199.90 eur", "19.99 * 10 = 199.90 eur");
}

// ===========================================================================
// BUG HUNT 7: Unless condition referencing a rule that vetoes
// The unless condition itself uses a rule that might veto
// ===========================================================================

#[test]
fn hunt_unless_condition_with_veto_rule() {
    let mut engine = Engine::new();
    engine
        .load(
            r#"
spec unless_veto_cond

data input: number

rule validated: input
  unless input > 1000 then veto "too large"

rule result: 0
  unless validated > 50 then 100
  unless validated is veto then 0
"#,
            src("unless_veto.lemma"),
        )
        .unwrap();

    // input=2000: validated vetoes. The unless condition `validated > 50` references
    // a vetoed rule. The condition should be treated as non-matching.
    let resp = run_spec(&engine, "unless_veto_cond", &[("input", "2000")]);
    // If validated vetoes, the condition `validated > 50` can't be evaluated.
    // The default (0) should apply since the condition is indeterminate.
    let display = rule_display(&resp, "result");
    assert_eq!(
        display, "0",
        "vetoed condition should not match → default applies"
    );

    // input=100: validated = 100. 100 > 50 → result = 100
    let resp = run_spec(&engine, "unless_veto_cond", &[("input", "100")]);
    assert_eq!(rule_display(&resp, "result"), "100");
}

// ===========================================================================
// BUG HUNT 8: Operator precedence: multiplication before addition
// rule: a + b * c should be a + (b * c), not (a + b) * c
// ===========================================================================

#[test]
fn hunt_operator_precedence() {
    let mut engine = Engine::new();
    engine
        .load(
            r#"
spec precedence

data a: number
data b: number
data c: number

rule add_then_mult: a + b * c
rule explicit_parens: a + (b * c)
rule mult_first: a * b + c
"#,
            src("precedence.lemma"),
        )
        .unwrap();

    // a=2, b=3, c=4
    // add_then_mult = 2 + 3*4 = 2 + 12 = 14 (if precedence correct)
    //                 vs (2+3)*4 = 20 (if wrong)
    let resp = run_spec(&engine, "precedence", &[("a", "2"), ("b", "3"), ("c", "4")]);
    let result = rule_display(&resp, "add_then_mult");
    assert_eq!(
        result, "14",
        "2 + 3*4 = 14 (multiplication before addition)"
    );

    let explicit = rule_display(&resp, "explicit_parens");
    assert_eq!(explicit, "14", "2 + (3*4) = 14");

    // mult_first: 2*3 + 4 = 10
    let mult = rule_display(&resp, "mult_first");
    assert_eq!(mult, "10", "2*3 + 4 = 10");
}

// ===========================================================================
// BUG HUNT 9: Empty string handling in text option
// ===========================================================================

#[test]
fn hunt_text_empty_string() {
    let mut engine = Engine::new();
    let result = engine.load(
        r#"
spec empty_text

data label: text
  -> option ""
  -> option "hello"

rule is_empty: label is ""
rule is_hello: label is "hello"
"#,
        src("empty.lemma"),
    );

    // This might fail at parse time if empty strings aren't supported
    match result {
        Ok(_) => {
            let resp = run_spec(&engine, "empty_text", &[("label", "")]);
            assert_eq!(rule_display(&resp, "is_empty"), "true");
            assert_eq!(rule_display(&resp, "is_hello"), "false");
        }
        Err(_) => {
            // If empty string options are rejected, that's also acceptable behavior
            // (document it as a finding)
            panic!("Empty string in -> option is rejected at parse time — is this intended?");
        }
    }
}

// ===========================================================================
// BUG HUNT 10: Very small decimal precision
// 0.0000001 * 10000000 should = 1
// ===========================================================================

#[test]
fn hunt_small_decimal_precision() {
    let mut engine = Engine::new();
    engine
        .load(
            r#"
spec precision

data tiny: number
data large: number

rule product: tiny * large
rule sum: tiny + tiny + tiny + tiny + tiny + tiny + tiny + tiny + tiny + tiny
"#,
            src("precision.lemma"),
        )
        .unwrap();

    let resp = run_spec(
        &engine,
        "precision",
        &[("tiny", "0.0000001"), ("large", "10000000")],
    );
    assert_eq!(
        rule_display(&resp, "product"),
        "1",
        "0.0000001 * 10000000 = 1 exactly"
    );

    // 0.0000001 * 10 = 0.000001
    let resp = run_spec(&engine, "precision", &[("tiny", "0.1"), ("large", "3")]);
    // sum = 0.1 * 10 = 1.0 (exact rational arithmetic, no float drift)
    let sum = rule_display(&resp, "sum");
    assert_eq!(sum, "1", "0.1 added 10 times = 1 (exact rational)");
}

// ===========================================================================
// BUG HUNT 11: Self-referential rule name collision
// A rule named same as a data field — which wins?
// ===========================================================================

#[test]
fn hunt_name_collision_data_rule() {
    let mut engine = Engine::new();
    let result = engine.load(
        r#"
spec collision

data value: 10

rule value: value * 2
"#,
        src("collision.lemma"),
    );

    // This should either be a parse error (name collision) or have clear semantics
    match result {
        Ok(_) => {
            panic!("Expected name collision between data 'value' and rule 'value' to be rejected");
        }
        Err(e) => {
            // Good — Lemma rejects name collision at planning time
            let msg = format!("{:?}", e);
            assert!(
                msg.contains("value")
                    || msg.contains("collision")
                    || msg.contains("already")
                    || msg.contains("duplicate"),
                "Error should mention the conflicting name: {}",
                msg
            );
        }
    }
}

// ===========================================================================
// BUG HUNT 12: Circular dependency detection
// ===========================================================================

#[test]
fn hunt_circular_dependency() {
    let mut engine = Engine::new();
    let result = engine.load(
        r#"
spec circular

data seed: 1

rule a: b + 1
rule b: a + 1
"#,
        src("circular.lemma"),
    );

    match result {
        Ok(_) => panic!("Circular dependency should be rejected at planning time"),
        Err(e) => {
            let msg = format!("{:?}", e);
            assert!(
                msg.contains("cycle") || msg.contains("circular") || msg.contains("depend"),
                "Error should mention circular dependency: {}",
                msg
            );
        }
    }
}

// ===========================================================================
// BUG HUNT 13: Unless with comparison to measure (mixed units)
// 5 kilogram > 3000 gram — cross-unit comparison
// ===========================================================================

#[test]
fn hunt_cross_unit_comparison_in_unless() {
    let mut engine = Engine::new();
    engine
        .load(
            r#"
spec cross_unit
uses lemma units

data weight: units.mass

rule category: "normal"
  unless weight > 5 kilogram then "heavy"
  unless weight < 100 gram then "tiny"
"#,
            src("cross_unit.lemma"),
        )
        .unwrap();

    // 3 kilogram = 3000 gram, which is > 100g but < 5kg → "normal"
    let resp = run_spec(&engine, "cross_unit", &[("weight", "3 kilogram")]);
    assert_eq!(rule_display(&resp, "category"), "normal");

    // 50 gram < 100 gram → "tiny" (last matching)
    let resp = run_spec(&engine, "cross_unit", &[("weight", "50 gram")]);
    assert_eq!(rule_display(&resp, "category"), "tiny");

    // 10 kilogram > 5 kilogram → "heavy"
    // But also 10kg > 100g so "tiny" would NOT match (10kg is NOT < 100g)
    let resp = run_spec(&engine, "cross_unit", &[("weight", "10 kilogram")]);
    assert_eq!(rule_display(&resp, "category"), "heavy");
}

fn main() {}