algocline-engine 0.12.0

algocline Lua execution engine — VM, session, bridge
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
--- prelude.lua combinator tests (mlua-lspec)
---
--- Unit tests for alc.map, alc.reduce, alc.vote, alc.filter.
--- prelude.lua expects the alc global table to exist, so we create
--- an empty table before loading it.

local describe, it, expect = lust.describe, lust.it, lust.expect

-- Setup: create alc table with stubs and load prelude
alc = {}

-- Stub alc.json_decode / alc.json_encode for json_extract tests
alc.json_decode = function(str)
    -- Minimal JSON parser stub: delegates to a simple pattern-based approach
    -- For test purposes, we use load() to parse JSON-like Lua tables
    -- In production, the Rust bridge provides real JSON parsing
    local fn, err = load("return " .. str:gsub("%[", "{"):gsub("%]", "}"):gsub('"(%w+)"%s*:', '["%1"]='))
    if fn then
        local ok, result = pcall(fn)
        if ok then return result end
    end
    error("json decode error: " .. tostring(err))
end

alc.json_encode = function(val)
    if type(val) == "table" then return "{}" end
    return tostring(val)
end

-- Stub alc.log for llm_safe tests
local log_entries = {}
alc.log = function(level, msg)
    log_entries[#log_entries + 1] = { level = level, msg = msg }
end

-- Stub alc.state for state.update tests
local state_store = {}
alc.state = {
    get = function(key, default)
        local val = state_store[key]
        if val == nil then return default end
        return val
    end,
    set = function(key, value)
        state_store[key] = value
    end,
}

local prelude_path = os.getenv("PRELUDE_PATH")
    or "crates/algocline-engine/src/prelude.lua"
dofile(prelude_path)

-- ─── alc.map ───

describe("alc.map", function()
    it("maps over empty array", function()
        local result = alc.map({}, function(x) return x * 2 end)
        expect(#result).to.equal(0)
    end)

    it("transforms each element", function()
        local result = alc.map({1, 2, 3}, function(x) return x * 10 end)
        expect(result[1]).to.equal(10)
        expect(result[2]).to.equal(20)
        expect(result[3]).to.equal(30)
    end)

    it("passes index as second argument", function()
        local indices = {}
        alc.map({"a", "b", "c"}, function(_, i)
            indices[#indices + 1] = i
        end)
        expect(indices[1]).to.equal(1)
        expect(indices[2]).to.equal(2)
        expect(indices[3]).to.equal(3)
    end)

    it("preserves order", function()
        local result = alc.map({"x", "y", "z"}, function(v) return v .. "!" end)
        expect(result[1]).to.equal("x!")
        expect(result[2]).to.equal("y!")
        expect(result[3]).to.equal("z!")
    end)

    it("handles single element", function()
        local result = alc.map({42}, function(x) return x + 1 end)
        expect(#result).to.equal(1)
        expect(result[1]).to.equal(43)
    end)
end)

-- ─── alc.reduce ───

describe("alc.reduce", function()
    it("reduces with init value", function()
        local result = alc.reduce({1, 2, 3}, function(acc, x) return acc + x end, 0)
        expect(result).to.equal(6)
    end)

    it("reduces without init (uses first element)", function()
        local result = alc.reduce({10, 20, 30}, function(acc, x) return acc + x end)
        expect(result).to.equal(60)
    end)

    it("single element without init returns it", function()
        local result = alc.reduce({42}, function(acc, x) return acc + x end)
        expect(result).to.equal(42)
    end)

    it("single element with init applies fn once", function()
        local result = alc.reduce({5}, function(acc, x) return acc * x end, 10)
        expect(result).to.equal(50)
    end)

    it("passes index as third argument", function()
        local indices = {}
        alc.reduce({1, 2, 3}, function(acc, x, i)
            indices[#indices + 1] = i
            return acc + x
        end, 0)
        -- with init, iterates from index 1
        expect(indices[1]).to.equal(1)
        expect(indices[2]).to.equal(2)
        expect(indices[3]).to.equal(3)
    end)

    it("passes index starting at 2 without init", function()
        local indices = {}
        alc.reduce({10, 20, 30}, function(acc, x, i)
            indices[#indices + 1] = i
            return acc + x
        end)
        -- without init, starts from index 2
        expect(indices[1]).to.equal(2)
        expect(indices[2]).to.equal(3)
    end)

    it("string concatenation", function()
        local result = alc.reduce({"a", "b", "c"}, function(acc, x)
            return acc .. x
        end)
        expect(result).to.equal("abc")
    end)
end)

-- ─── alc.vote ───

describe("alc.vote", function()
    it("majority wins", function()
        local result = alc.vote({"yes", "yes", "no", "yes"})
        expect(result.winner).to.equal("yes")
        expect(result.count).to.equal(3)
        expect(result.total).to.equal(4)
    end)

    it("single answer", function()
        local result = alc.vote({"only"})
        expect(result.winner).to.equal("only")
        expect(result.count).to.equal(1)
        expect(result.total).to.equal(1)
    end)

    it("tie returns first seen", function()
        -- "a" appears 2x, "b" appears 2x -> "a" wins (first seen)
        local result = alc.vote({"a", "b", "a", "b"})
        expect(result.winner).to.equal("a")
        expect(result.count).to.equal(2)
        expect(result.total).to.equal(4)
    end)

    it("trims whitespace", function()
        local result = alc.vote({"  yes ", "yes", " yes"})
        expect(result.winner).to.equal("yes")
        expect(result.count).to.equal(3)
    end)

    it("all different returns first", function()
        local result = alc.vote({"a", "b", "c"})
        expect(result.winner).to.equal("a")
        expect(result.count).to.equal(1)
        expect(result.total).to.equal(3)
    end)

    it("converts non-string to string via tostring", function()
        local result = alc.vote({1, 1, 2})
        expect(result.winner).to.equal("1")
        expect(result.count).to.equal(2)
    end)
end)

-- ─── alc.filter ───

describe("alc.filter", function()
    it("filters empty array", function()
        local result = alc.filter({}, function() return true end)
        expect(#result).to.equal(0)
    end)

    it("keeps matching elements", function()
        local result = alc.filter({1, 2, 3, 4, 5}, function(x) return x > 3 end)
        expect(#result).to.equal(2)
        expect(result[1]).to.equal(4)
        expect(result[2]).to.equal(5)
    end)

    it("removes all when predicate is false", function()
        local result = alc.filter({1, 2, 3}, function() return false end)
        expect(#result).to.equal(0)
    end)

    it("keeps all when predicate is true", function()
        local result = alc.filter({1, 2, 3}, function() return true end)
        expect(#result).to.equal(3)
    end)

    it("passes index as second argument", function()
        local result = alc.filter({"a", "b", "c", "d"}, function(_, i)
            return i % 2 == 0
        end)
        expect(#result).to.equal(2)
        expect(result[1]).to.equal("b")
        expect(result[2]).to.equal("d")
    end)

    it("preserves order of kept elements", function()
        local result = alc.filter({5, 3, 8, 1, 9}, function(x) return x > 4 end)
        expect(result[1]).to.equal(5)
        expect(result[2]).to.equal(8)
        expect(result[3]).to.equal(9)
    end)
end)

-- ─── alc.json_extract ───

describe("alc.json_extract", function()
    -- Save original and install real json_decode for these tests
    local real_decode = alc.json_decode

    it("returns nil for non-string input", function()
        expect(alc.json_extract(nil)).to.equal(nil)
        expect(alc.json_extract(42)).to.equal(nil)
        expect(alc.json_extract(true)).to.equal(nil)
    end)

    it("parses raw JSON directly", function()
        -- Use a simple stub that handles this exact input
        alc.json_decode = function(s)
            if s == '{"a": 1}' then return { a = 1 } end
            error("decode error")
        end
        local result = alc.json_extract('{"a": 1}')
        expect(type(result)).to.equal("table")
        expect(result.a).to.equal(1)
        alc.json_decode = real_decode
    end)

    it("extracts from markdown json fence", function()
        alc.json_decode = function(s)
            if s == '{"ok": true}' then return { ok = true } end
            error("decode error")
        end
        local input = 'Here is the result:\n```json\n{"ok": true}\n```\nDone.'
        local result = alc.json_extract(input)
        expect(type(result)).to.equal("table")
        expect(result.ok).to.equal(true)
        alc.json_decode = real_decode
    end)

    it("extracts from plain markdown fence", function()
        alc.json_decode = function(s)
            if s == '{"x": 2}' then return { x = 2 } end
            error("decode error")
        end
        local input = '```\n{"x": 2}\n```'
        local result = alc.json_extract(input)
        expect(type(result)).to.equal("table")
        expect(result.x).to.equal(2)
        alc.json_decode = real_decode
    end)

    it("extracts embedded JSON via balanced braces", function()
        alc.json_decode = function(s)
            if s == '{"b": 3}' then return { b = 3 } end
            error("decode error")
        end
        local input = 'The answer is {"b": 3} as shown.'
        local result = alc.json_extract(input)
        expect(type(result)).to.equal("table")
        expect(result.b).to.equal(3)
        alc.json_decode = real_decode
    end)

    it("extracts JSON array via balanced brackets", function()
        alc.json_decode = function(s)
            if s == '[1, 2, 3]' then return { 1, 2, 3 } end
            error("decode error")
        end
        local input = 'Result: [1, 2, 3].'
        local result = alc.json_extract(input)
        expect(type(result)).to.equal("table")
        expect(result[1]).to.equal(1)
        expect(result[3]).to.equal(3)
        alc.json_decode = real_decode
    end)

    it("returns nil when no JSON found", function()
        alc.json_decode = function(s) error("decode error") end
        local result = alc.json_extract("no json here at all")
        expect(result).to.equal(nil)
        alc.json_decode = real_decode
    end)

    it("returns nil for empty string", function()
        alc.json_decode = function(s) error("decode error") end
        local result = alc.json_extract("")
        expect(result).to.equal(nil)
        alc.json_decode = real_decode
    end)

    it("returns nil when json_decode returns non-table", function()
        alc.json_decode = function(s) return 42 end
        local result = alc.json_extract("42")
        expect(result).to.equal(nil)
        alc.json_decode = real_decode
    end)

    it("skips non-JSON balanced braces and finds valid JSON", function()
        alc.json_decode = function(s)
            if s == '{"real": true}' then return { real = true } end
            error("decode error")
        end
        local input = 'text {not json} then {"real": true} end'
        local result = alc.json_extract(input)
        expect(type(result)).to.equal("table")
        expect(result.real).to.equal(true)
        alc.json_decode = real_decode
    end)

    it("skips non-JSON balanced brackets and finds valid array", function()
        alc.json_decode = function(s)
            if s == '[1, 2]' then return { 1, 2 } end
            error("decode error")
        end
        local input = 'see [broken then [1, 2] done'
        local result = alc.json_extract(input)
        expect(type(result)).to.equal("table")
        expect(result[1]).to.equal(1)
        alc.json_decode = real_decode
    end)
end)

-- ─── alc.state.update ───

describe("alc.state.update", function()
    it("creates new key with default", function()
        state_store = {}
        local result = alc.state.update("counter", function(n) return n + 1 end, 0)
        expect(result).to.equal(1)
        expect(state_store["counter"]).to.equal(1)
    end)

    it("updates existing key", function()
        state_store = { counter = 5 }
        local result = alc.state.update("counter", function(n) return n + 10 end, 0)
        expect(result).to.equal(15)
        expect(state_store["counter"]).to.equal(15)
    end)

    it("works with table values", function()
        state_store = {}
        alc.state.update("list", function(t)
            t[#t + 1] = "item1"
            return t
        end, {})
        alc.state.update("list", function(t)
            t[#t + 1] = "item2"
            return t
        end, {})
        expect(#state_store["list"]).to.equal(2)
        expect(state_store["list"][1]).to.equal("item1")
        expect(state_store["list"][2]).to.equal("item2")
    end)

    it("returns updated value", function()
        state_store = {}
        local result = alc.state.update("x", function() return "hello" end, nil)
        expect(result).to.equal("hello")
    end)

    it("default is nil when omitted", function()
        state_store = {}
        local result = alc.state.update("missing", function(v)
            if v == nil then return "was nil" end
            return v
        end)
        expect(result).to.equal("was nil")
    end)
end)

-- ─── alc.llm_safe ───

describe("alc.llm_safe", function()
    it("returns LLM result on success", function()
        alc.llm = function(prompt, opts) return "response" end
        local result = alc.llm_safe("test", {}, "fallback")
        expect(result).to.equal("response")
    end)

    it("returns default on LLM failure", function()
        alc.llm = function() error("network error") end
        log_entries = {}
        local result = alc.llm_safe("test", {}, "fallback")
        expect(result).to.equal("fallback")
    end)

    it("logs warning on failure", function()
        alc.llm = function() error("timeout") end
        log_entries = {}
        alc.llm_safe("test", {}, "default")
        expect(#log_entries).to.equal(1)
        expect(log_entries[1].level).to.equal("warn")
    end)

    it("returns nil default when not specified", function()
        alc.llm = function() error("fail") end
        log_entries = {}
        local result = alc.llm_safe("test", {})
        expect(result).to.equal(nil)
    end)

    it("passes opts to alc.llm", function()
        local captured_opts
        alc.llm = function(prompt, opts)
            captured_opts = opts
            return "ok"
        end
        alc.llm_safe("test", { max_tokens = 100 }, "default")
        expect(captured_opts.max_tokens).to.equal(100)
    end)
end)

-- ─── alc.fingerprint ───

describe("alc.fingerprint", function()
    it("returns 8-char hex string", function()
        local fp = alc.fingerprint("hello")
        expect(#fp).to.equal(8)
        expect(fp:match("^%x+$")).to_not.equal(nil)
    end)

    it("normalizes whitespace", function()
        local fp1 = alc.fingerprint("hello   world")
        local fp2 = alc.fingerprint("hello world")
        expect(fp1).to.equal(fp2)
    end)

    it("normalizes case", function()
        local fp1 = alc.fingerprint("Hello World")
        local fp2 = alc.fingerprint("hello world")
        expect(fp1).to.equal(fp2)
    end)

    it("trims leading/trailing whitespace", function()
        local fp1 = alc.fingerprint("  hello  ")
        local fp2 = alc.fingerprint("hello")
        expect(fp1).to.equal(fp2)
    end)

    it("different inputs produce different hashes", function()
        local fp1 = alc.fingerprint("hello")
        local fp2 = alc.fingerprint("world")
        expect(fp1).to_not.equal(fp2)
    end)

    it("same input produces same hash", function()
        local fp1 = alc.fingerprint("test string")
        local fp2 = alc.fingerprint("test string")
        expect(fp1).to.equal(fp2)
    end)

    it("handles empty string", function()
        local fp = alc.fingerprint("")
        expect(#fp).to.equal(8)
    end)

    it("converts non-string via tostring", function()
        local fp1 = alc.fingerprint(42)
        local fp2 = alc.fingerprint("42")
        expect(fp1).to.equal(fp2)
    end)

    it("comprehensive normalization", function()
        local fp1 = alc.fingerprint("  Fix  the  Login   Bug  ")
        local fp2 = alc.fingerprint("fix the login bug")
        expect(fp1).to.equal(fp2)
    end)
end)

-- ─── alc.tuning ───

describe("alc.tuning", function()
    it("returns defaults when ctx is empty", function()
        local defaults = { threshold = 3.0, name = "test" }
        local cfg = alc.tuning(defaults, {})
        expect(cfg.threshold).to.equal(3.0)
        expect(cfg.name).to.equal("test")
    end)

    it("overrides scalar with ctx value", function()
        local defaults = { threshold = 3.0, rounds = 5 }
        local ctx = { threshold = 4.5 }
        local cfg = alc.tuning(defaults, ctx)
        expect(cfg.threshold).to.equal(4.5)
        expect(cfg.rounds).to.equal(5)
    end)

    it("deep merges dict-like nested tables", function()
        local defaults = { exponents = { alpha = 1.0, beta = 1.0, gamma = 2.0 } }
        local ctx = { exponents = { alpha = 2.5 } }
        local cfg = alc.tuning(defaults, ctx)
        expect(cfg.exponents.alpha).to.equal(2.5)
        expect(cfg.exponents.beta).to.equal(1.0)
        expect(cfg.exponents.gamma).to.equal(2.0)
    end)

    it("shallow replaces array-like tables", function()
        local defaults = { gates = { {min = 3}, {min = 5} } }
        local ctx = { gates = { {min = 7} } }
        local cfg = alc.tuning(defaults, ctx)
        expect(#cfg.gates).to.equal(1)
        expect(cfg.gates[1].min).to.equal(7)
    end)

    it("strips _schema key", function()
        local defaults = {
            threshold = 3.0,
            _schema = { threshold = { type = "number", range = {1, 10} } },
        }
        local cfg = alc.tuning(defaults, {})
        expect(cfg.threshold).to.equal(3.0)
        expect(cfg._schema).to.equal(nil)
    end)

    it("supports prefix namespace", function()
        local defaults = { threshold = 3.0, rounds = 5 }
        local ctx = { biz = { threshold = 6.0 } }
        local cfg = alc.tuning(defaults, ctx, { prefix = "biz" })
        expect(cfg.threshold).to.equal(6.0)
        expect(cfg.rounds).to.equal(5)
    end)

    it("prefix ignores top-level ctx keys", function()
        local defaults = { threshold = 3.0 }
        local ctx = { threshold = 99, biz = {} }
        local cfg = alc.tuning(defaults, ctx, { prefix = "biz" })
        expect(cfg.threshold).to.equal(3.0)  -- not 99
    end)

    it("handles nil ctx gracefully", function()
        local defaults = { x = 1 }
        local cfg = alc.tuning(defaults, nil)
        expect(cfg.x).to.equal(1)
    end)

    it("handles non-table defaults", function()
        local result = alc.tuning("not a table", {})
        expect(result).to.equal("not a table")
    end)

    it("ctx false value overrides default", function()
        local defaults = { enabled = true }
        local ctx = { enabled = false }
        local cfg = alc.tuning(defaults, ctx)
        expect(cfg.enabled).to.equal(false)
    end)

    it("does not include ctx keys absent from defaults", function()
        local defaults = { a = 1 }
        local ctx = { a = 2, extra = "leak" }
        local cfg = alc.tuning(defaults, ctx)
        expect(cfg.a).to.equal(2)
        expect(cfg.extra).to.equal(nil)
    end)

    it("deep merge two levels", function()
        local defaults = {
            outer = { inner = { x = 1, y = 2 }, keep = "yes" },
        }
        local ctx = { outer = { inner = { x = 10 } } }
        local cfg = alc.tuning(defaults, ctx)
        expect(cfg.outer.inner.x).to.equal(10)
        expect(cfg.outer.inner.y).to.equal(2)
        expect(cfg.outer.keep).to.equal("yes")
    end)

    it("ctx can change type of value", function()
        local defaults = { mode = "auto" }
        local ctx = { mode = 42 }
        local cfg = alc.tuning(defaults, ctx)
        expect(cfg.mode).to.equal(42)
    end)

    it("prefix with non-table value logs warning and uses defaults", function()
        log_entries = {}
        local defaults = { threshold = 3.0 }
        local ctx = { biz = "not a table", threshold = 99 }
        local cfg = alc.tuning(defaults, ctx, { prefix = "biz" })
        expect(cfg.threshold).to.equal(3.0)  -- defaults, not 99
        expect(#log_entries).to.equal(1)
        expect(log_entries[1].level).to.equal("warn")
    end)
end)

-- ─── alc.parse_number ───

describe("alc.parse_number", function()
    it("extracts first integer", function()
        expect(alc.parse_number("Found 3 subtasks")).to.equal(3)
    end)

    it("extracts decimal", function()
        expect(alc.parse_number("Score: 7.5/10")).to.equal(7.5)
    end)

    it("extracts negative number", function()
        expect(alc.parse_number("Temperature: -5 degrees")).to.equal(-5)
    end)

    it("uses pattern with capture group", function()
        expect(alc.parse_number("Created 3 subtasks for impl", "(%d+)%s+subtask")).to.equal(3)
    end)

    it("returns nil for non-string", function()
        expect(alc.parse_number(nil)).to.equal(nil)
        expect(alc.parse_number(42)).to.equal(nil)
        expect(alc.parse_number(true)).to.equal(nil)
    end)

    it("returns nil when no number found", function()
        expect(alc.parse_number("no numbers here")).to.equal(nil)
    end)

    it("returns nil when pattern does not match", function()
        expect(alc.parse_number("hello world", "(%d+)%s+subtask")).to.equal(nil)
    end)
end)