File size: 46,879 Bytes
d259c1a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312
1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
1360
1361
1362
1363
1364
1365
1366
1367
1368
1369
1370
1371
1372
1373
1374
1375
1376
1377
1378
1379
1380
1381
1382
1383
1384
1385
1386
1387
1388
1389
1390
1391
1392
1393
1394
1395
1396
1397
1398
1399
1400
1401
1402
1403
1404
1405
1406
1407
1408
1409
1410
1411
1412
1413
1414
1415
1416
1417
1418
1419
1420
1421
1422
1423
1424
1425
1426
1427
1428
1429
1430
1431
"""Synthetic, locally authored catalog for the ace-hardware offline clone.

Clean-room data. The taxonomy shape (departments -> categories -> leaf
categories), sort options, facet groups, page sizes and the URL patterns
mirror structures directly observed by EA1/EA2 in sanitized evidence.
Two product identities (4007532, 4009449) reproduce directly observed
name/SKU facts; every description, image and all remaining products are
locally invented. No source text, markup, style or image bytes are copied.
"""

from __future__ import annotations

import hashlib
from typing import Any

SORT_OPTIONS: list[dict[str, str]] = [
    {"id": "", "label": "Recommended"},
    {"id": "price asc", "label": "Price: Low to High"},
    {"id": "price desc", "label": "Price: High to Low"},
    {"id": "name asc", "label": "Alphabetical: A-Z"},
    {"id": "name desc", "label": "Alphabetical: Z-A"},
    {"id": "newest", "label": "Date Added: Most Recent First"},
    {"id": "oldest", "label": "Date Added: Most Recent Last"},
]

PAGE_SIZES = [15, 30, 46, 50]  # "All" is expressed as pageSize=0
DEFAULT_PAGE_SIZE = 30

FACET_GROUPS = [
    "Get It Fast",
    "Departments",
    "Brand Name",
    "Price",
    "Special Offers",
    "Customer Rating",
]

PRICE_BUCKETS = [
    {"id": "0-25", "label": "Under $25", "min": 0, "max": 2500},
    {"id": "25-50", "label": "$25 - $50", "min": 2500, "max": 5000},
    {"id": "50-100", "label": "$50 - $100", "min": 5000, "max": 10000},
    {"id": "100-", "label": "$100 & Above", "min": 10000, "max": 10**9},
]

DEPARTMENTS: dict[str, dict[str, Any]] = {
    "plumbing": {
        "name": "Plumbing",
        "blurb": "Everything to repair, replace and upgrade the water lines, "
        "fixtures and drains in your home.",
        "categories": {
            "plumbing-tools": {
                "name": "Plumbing Tools",
                "leaves": {
                    "plumbing-wrenches": "Plumbing Wrenches",
                    "pipe-cutters": "Pipe and Tubing Cutters",
                    "drain-cleaning-tools": "Drain Cleaning Tools",
                    "plumbing-tool-kits": "Plumbing Tool Kits",
                },
            },
            "pipe": {
                "name": "Pipe",
                "leaves": {"pex-pipe": "PEX Pipe", "copper-pipe": "Copper Pipe"},
            },
            "pipe-fittings": {
                "name": "Pipe Fittings",
                "leaves": {
                    "push-fittings": "Push-to-Connect Fittings",
                    "threaded-fittings": "Threaded Fittings",
                },
            },
            "faucet-and-faucet-repair": {
                "name": "Faucet and Faucet Repair",
                "leaves": {"faucet-parts": "Faucet Parts", "kitchen-faucets": "Kitchen Faucets"},
            },
            "drain-openers": {
                "name": "Drain Openers",
                "leaves": {"chemical": "Chemical Drain Openers", "plungers": "Plungers"},
            },
            "supply-lines": {
                "name": "Supply Lines",
                "leaves": {"faucet-supply": "Faucet Supply Lines", "toilet-supply": "Toilet Supply Lines"},
            },
        },
    },
    "tools": {
        "name": "Tools",
        "blurb": "Hand tools, power tools and tool storage for every project.",
        "categories": {
            "hand-tools": {
                "name": "Hand Tools",
                "leaves": {
                    "wrenches": "Wrenches",
                    "pliers": "Pliers",
                    "tool-sets": "Tool Sets",
                },
            },
            "power-tools": {
                "name": "Power Tools",
                "leaves": {"drills": "Drills", "saws": "Saws"},
            },
        },
    },
    "paint-and-supplies": {
        "name": "Paint and Supplies",
        "blurb": "Interior and exterior paint, stain, brushes and supplies.",
        "categories": {
            "interior-paint": {
                "name": "Interior Paint",
                "leaves": {"wall-paint": "Wall Paint", "primer": "Primer"},
            },
        },
    },
    "hardware": {
        "name": "Hardware",
        "blurb": "Fasteners, door hardware, picture hanging and more.",
        "categories": {
            "fasteners": {
                "name": "Fasteners",
                "leaves": {"screws": "Screws", "anchors": "Anchors"},
            },
        },
    },
    "outdoor-living": {
        "name": "Outdoor Living",
        "blurb": "Grills, patio and backyard gear.",
        "categories": {
            "grills": {
                "name": "Grills and Smokers",
                "leaves": {"gas-grills": "Gas Grills", "charcoal-grills": "Charcoal Grills"},
            },
            "coolers": {
                "name": "Coolers",
                "leaves": {"hard-sided-coolers": "Hard-Sided Coolers"},
            },
        },
    },
    "heating-and-cooling": {
        "name": "Heating and Cooling",
        "blurb": "Fans, air conditioners and home comfort equipment.",
        "categories": {
            "portable-and-exhaust-fans": {
                "name": "Portable and Exhaust Fans",
                "leaves": {"household-fans": "Household Fans"},
            },
            "air-conditioners-and-coolers": {
                "name": "Air Conditioners and Coolers",
                "leaves": {"ductless-mini-splits": "Ductless Mini Splits"},
            },
        },
    },
    "home-and-decor": {
        "name": "Home and Decor",
        "blurb": "Kitchen, cleaning and everyday home essentials.",
        "categories": {
            "kitchen-utensils-and-gadgets": {
                "name": "Kitchen Utensils and Gadgets",
                "leaves": {
                    "water-bottles-and-travel-mugs": "Water Bottles and Travel Mugs"
                },
            },
        },
    },
    "lawn-and-garden": {
        "name": "Lawn and Garden",
        "blurb": "Lawn care, watering and garden tools.",
        "categories": {
            "watering": {
                "name": "Watering and Irrigation",
                "leaves": {"hoses": "Garden Hoses", "sprinklers": "Sprinklers"},
            },
        },
    },
}


def _p(
    sku: str,
    slug: str,
    name: str,
    brand: str,
    price: int,
    dept: str,
    cat: str,
    leaf: str,
    *,
    was: int | None = None,
    rating: float = 0.0,
    reviews: int = 0,
    stock: str = "in-stock",
    badge: str | None = None,
    keywords: str = "",
    added: int = 0,
    description: str = "",
    bullets: list[str] | None = None,
    specs: dict[str, str] | None = None,
    variants: list[dict[str, Any]] | None = None,
    images: int = 3,
    evidence: str = "synthetic",
) -> dict[str, Any]:
    return {
        "sku": sku,
        "slug": slug,
        "name": name,
        "brand": brand,
        "price_minor": price,
        "was_price_minor": was,
        "department": dept,
        "category": cat,
        "leaf": leaf,
        "rating": rating,
        "review_count": reviews,
        "stock": stock,  # in-stock | low-stock | out-of-stock | online-only
        "badge": badge,
        "keywords": keywords,
        "added_order": added,
        "description": description,
        "bullets": bullets or [],
        "specs": specs or {},
        "variants": variants or [],
        "image_count": images,
        "evidence": evidence,
    }


PRODUCTS: list[dict[str, Any]] = [
    # Current public PDP captured in the isolated Mac source session (task 62).
    # Only public catalogue facts are retained; store/account state stays synthetic.
    _p(
        "4826053",
        "milwaukee-m18-short-throw-press-w-3-pex-crimp-jaws-1-in-press-tool-kit-red",
        "Milwaukee M18 Short Throw Press w/ 3 PEX Crimp Jaws 1 in. Press Tool Kit Red",
        "Milwaukee",
        79900,
        "plumbing",
        "plumbing-tools",
        "pipe-cutters",
        rating=4.8,
        reviews=6,
        added=41,
        badge="Special Offer",
        keywords="milwaukee m18 press tool pex crimp jaws pipe cutter 2674-22c",
        description=(
            "A compact M18 short-throw press tool kit supplied with three PEX "
            "crimp jaws for common residential plumbing work."
        ),
        bullets=[
            "Includes 1/2 in., 3/4 in. and 1 in. PEX crimp jaws",
            "Cordless M18 platform",
            "Kit includes carrying case, battery and charger",
        ],
        specs={"Manufacturer number": "2674-22C", "Maximum capacity": "1 in."},
        images=1,
        evidence="directly-observed-public-task62-20260824",
    ),
    # --- Plumbing wrenches -------------------------------------------------
    _p(
        "4007532",
        "milwaukee-pipe-wrench-14-in-l-1-pc",
        "Milwaukee Pipe Wrench 14 in. L 1 pc",
        "Milwaukee",
        5299,
        "plumbing",
        "plumbing-tools",
        "plumbing-wrenches",
        rating=4.7,
        reviews=3,
        added=40,
        keywords="pipe wrench steel heavy duty plumbing 14 inch",
        description=(
            "A 14 inch straight pipe wrench built for daily service work. The "
            "forged jaw keeps a firm grip on iron pipe and threaded fittings, "
            "and the adjustment nut spins smoothly with one thumb."
        ),
        bullets=[
            "14 in. overall length",
            "Forged, replaceable steel jaws",
            "I-beam handle with hang hole",
            "Full-floating hook jaw for fast one-hand adjustment",
        ],
        specs={
            "Length": "14 in.",
            "Jaw capacity": "2 in.",
            "Material": "Forged steel",
            "Handle": "I-beam",
        },
        variants=[
            {"sku": "4007530", "label": "10 in."},
            {"sku": "4007532", "label": "14 in."},
            {"sku": "4007534", "label": "18 in."},
        ],
        evidence="observed-name-sku-price",
    ),
    _p(
        "4007530",
        "milwaukee-pipe-wrench-10-in-l-1-pc",
        "Milwaukee Pipe Wrench 10 in. L 1 pc",
        "Milwaukee",
        4399,
        "plumbing",
        "plumbing-tools",
        "plumbing-wrenches",
        rating=4.5,
        reviews=8,
        added=39,
        keywords="pipe wrench compact plumbing 10 inch",
        description=(
            "The 10 inch member of the same forged pipe wrench family, sized "
            "for supply lines and tight cabinet work."
        ),
        bullets=["10 in. overall length", "Forged steel jaws", "Hang hole"],
        specs={"Length": "10 in.", "Jaw capacity": "1.5 in."},
        variants=[
            {"sku": "4007530", "label": "10 in."},
            {"sku": "4007532", "label": "14 in."},
            {"sku": "4007534", "label": "18 in."},
        ],
    ),
    _p(
        "4007534",
        "milwaukee-pipe-wrench-18-in-l-1-pc",
        "Milwaukee Pipe Wrench 18 in. L 1 pc",
        "Milwaukee",
        6899,
        "plumbing",
        "plumbing-tools",
        "plumbing-wrenches",
        rating=4.8,
        reviews=5,
        added=38,
        stock="low-stock",
        keywords="pipe wrench large plumbing 18 inch",
        description=(
            "An 18 inch pipe wrench with the leverage for stubborn, corroded "
            "joints on larger diameter pipe."
        ),
        bullets=["18 in. overall length", "Forged steel jaws", "High-leverage handle"],
        specs={"Length": "18 in.", "Jaw capacity": "2.5 in."},
        variants=[
            {"sku": "4007530", "label": "10 in."},
            {"sku": "4007532", "label": "14 in."},
            {"sku": "4007534", "label": "18 in."},
        ],
    ),
    _p(
        "4009449",
        "superior-tool-pipe-wrench-plier-black-red-3-pc",
        "Superior Tool Pipe Wrench Plier Black/Red 3 pc",
        "Superior Tool",
        3999,
        "plumbing",
        "plumbing-tools",
        "plumbing-wrenches",
        rating=4.4,
        reviews=12,
        added=37,
        badge="Best Seller",
        keywords="pipe wrench set pliers three piece plumbing kit",
        description=(
            "A three piece pipe wrench and plier set that covers most "
            "household plumbing jobs: two slip-jaw pipe wrenches plus a "
            "groove-joint plier in a single set."
        ),
        bullets=[
            "3 pc set: 10 in. and 14 in. pipe wrenches plus 12 in. plier",
            "Slip-resistant grips",
            "Corrosion-resistant finish",
        ],
        specs={"Pieces": "3", "Finish": "Black/Red", "Largest wrench": "14 in."},
        evidence="observed-name-sku",
    ),
    _p(
        "4010101",
        "ace-adjustable-pipe-wrench-set-2-pc",
        "Ace Adjustable Pipe Wrench Set 2 pc",
        "Ace",
        2999,
        "plumbing",
        "plumbing-tools",
        "plumbing-wrenches",
        was=3599,
        rating=4.2,
        reviews=21,
        added=36,
        badge="Sale",
        keywords="pipe wrench set two piece adjustable value",
        description=(
            "A two piece cast pipe wrench set sized for everyday repairs "
            "under sinks and behind toilets."
        ),
        bullets=["8 in. and 12 in. wrenches", "Epoxy-coated handles"],
        specs={"Pieces": "2", "Sizes": "8 in., 12 in."},
    ),
    _p(
        "4010102",
        "superior-tool-aluminum-pipe-wrench-24-in",
        "Superior Tool Aluminum Pipe Wrench 24 in. L",
        "Superior Tool",
        8999,
        "plumbing",
        "plumbing-tools",
        "plumbing-wrenches",
        rating=4.9,
        reviews=4,
        added=35,
        keywords="aluminum pipe wrench lightweight 24 inch",
        description=(
            "A 24 inch aluminum-bodied pipe wrench that trims pounds off the "
            "biggest wrench in the bag without giving up jaw strength."
        ),
        bullets=["Aluminum I-beam handle", "24 in. length"],
        specs={"Length": "24 in.", "Material": "Aluminum"},
    ),
    _p(
        "4010103",
        "ace-basin-wrench-telescoping",
        "Ace Telescoping Basin Wrench 10-17 in.",
        "Ace",
        1899,
        "plumbing",
        "plumbing-tools",
        "plumbing-wrenches",
        rating=4.0,
        reviews=17,
        added=34,
        keywords="basin wrench faucet nut telescoping sink",
        description=(
            "Reaches the fasteners hiding behind the sink bowl. The shaft "
            "telescopes and the head pivots to work at any angle."
        ),
        bullets=["Telescoping 10-17 in. shaft", "Spring-loaded jaw"],
        specs={"Reach": "10-17 in."},
    ),
    _p(
        "4010104",
        "knipex-pipe-wrench-s-type-16-in",
        "Knipex S-Type Pipe Wrench 16 in.",
        "Knipex",
        11499,
        "plumbing",
        "plumbing-tools",
        "plumbing-wrenches",
        rating=5.0,
        reviews=2,
        added=33,
        keywords="premium pipe wrench s jaw 16 inch",
        description=(
            "A premium S-jaw pipe wrench whose three-point grip bites round "
            "stock and fittings without flattening them."
        ),
        bullets=["S-shaped jaw", "Fast push-button adjustment"],
        specs={"Length": "16 in."},
    ),
    _p(
        "4010105",
        "superior-tool-drain-wrench-5-1-4-in",
        "Superior Tool Drain Wrench 5-1/4 in. L",
        "Superior Tool",
        1299,
        "plumbing",
        "plumbing-tools",
        "plumbing-wrenches",
        rating=3.9,
        reviews=9,
        added=32,
        stock="out-of-stock",
        keywords="drain wrench remover sink strainer",
        description=(
            "A compact dumbbell-style wrench for sink strainers and bath "
            "drains. Currently out of stock online."
        ),
        bullets=["Fits 4 common drain sizes", "Zinc body"],
        specs={"Length": "5-1/4 in."},
    ),
    # --- Plumbing tool kits ------------------------------------------------
    _p(
        "4020201",
        "ace-home-plumbing-repair-tool-kit-9-pc",
        "Ace Home Plumbing Repair Tool Kit 9 pc",
        "Ace",
        5999,
        "plumbing",
        "plumbing-tools",
        "plumbing-tool-kits",
        rating=4.6,
        reviews=34,
        added=31,
        badge="Best Seller",
        keywords="home plumbing repair tool kit starter set faucet drain",
        description=(
            "The starter kit for home plumbing repairs: pipe wrench, basin "
            "wrench, groove-joint plier, thread seal tape, washers and a "
            "storage tote, chosen to cover the most common weekend fixes."
        ),
        bullets=[
            "9 pieces including 12 in. pipe wrench and basin wrench",
            "Thread seal tape and assorted washers included",
            "Rugged storage tote",
        ],
        specs={"Pieces": "9", "Tote": "Included"},
    ),
    _p(
        "4020202",
        "superior-tool-plumbers-tool-kit-14-pc",
        "Superior Tool Plumber's Tool Kit 14 pc",
        "Superior Tool",
        9499,
        "plumbing",
        "plumbing-tools",
        "plumbing-tool-kits",
        rating=4.3,
        reviews=11,
        added=30,
        keywords="plumbing repair tool kit professional set",
        description=(
            "A fuller kit for repeat repairs, adding a tubing cutter, hex "
            "keys, a faucet seat wrench and a mini hacksaw to the basics."
        ),
        bullets=["14 pieces", "Tubing cutter included", "Blow-molded case"],
        specs={"Pieces": "14", "Case": "Blow-molded"},
    ),
    _p(
        "4020203",
        "dewalt-plumbing-service-set-20v",
        "DEWALT 20V MAX Plumbing Service Combo Kit",
        "DEWALT",
        24900,
        "plumbing",
        "plumbing-tools",
        "plumbing-tool-kits",
        rating=4.8,
        reviews=6,
        added=29,
        keywords="cordless plumbing kit drill cutter combo",
        description=(
            "A cordless service pair for plumbing installs: compact drill "
            "driver plus a powered tubing cutter, with two batteries and bag."
        ),
        bullets=["Drill/driver + powered cutter", "Two 20V batteries"],
        specs={"Voltage": "20V", "Pieces": "2 tools"},
    ),
    # --- Pipe cutters ------------------------------------------------------
    _p(
        "4030301",
        "milwaukee-close-quarters-tubing-cutter-set-3-pc",
        "Milwaukee Close Quarters Tubing Cutter Set 3 pc",
        "Milwaukee",
        3499,
        "plumbing",
        "plumbing-tools",
        "pipe-cutters",
        rating=4.7,
        reviews=15,
        added=28,
        keywords="tubing cutter close quarters copper set",
        description=(
            "Three thumb-wheel cutters sized 3/8, 5/8 and 1 in. for cutting "
            "copper in the tight spaces where a full cutter cannot swing."
        ),
        bullets=["3 sizes", "Hardened cutting wheels"],
        specs={"Pieces": "3"},
    ),
    _p(
        "4030302",
        "sharkbite-1-in-tube-cutter-orange",
        "SharkBite 1 in. Tube Cutter Orange",
        "SharkBite",
        1949,
        "plumbing",
        "plumbing-tools",
        "pipe-cutters",
        rating=4.4,
        reviews=19,
        added=27,
        keywords="pex tube cutter one inch",
        description=(
            "A single-squeeze PEX cutter that leaves the square, clean end "
            "push fittings need."
        ),
        bullets=["Cuts up to 1 in. PEX", "Blade replaceable"],
        specs={"Capacity": "1 in."},
    ),
    _p(
        "4030303",
        "superior-tool-ratcheting-pipe-cutter-1-5-8-in",
        "Superior Tool 1-5/8 in. Ratcheting Pipe Cutter",
        "Superior Tool",
        2299,
        "plumbing",
        "plumbing-tools",
        "pipe-cutters",
        was=2799,
        rating=4.1,
        reviews=7,
        added=26,
        badge="Sale",
        keywords="ratcheting pvc pipe cutter",
        description=(
            "A ratcheting cutter for PVC and PEX up to 1-5/8 in. that cuts "
            "with repeated easy squeezes instead of one hard one."
        ),
        bullets=["Ratcheting action", "Stainless blade"],
        specs={"Capacity": "1-5/8 in."},
    ),
    # --- Drain cleaning ----------------------------------------------------
    _p(
        "4040401",
        "general-pipe-cleaners-drain-auger-25-ft",
        "General Pipe Cleaners Drain Auger 25 ft.",
        "General Pipe Cleaners",
        3299,
        "plumbing",
        "plumbing-tools",
        "drain-cleaning-tools",
        rating=4.5,
        reviews=26,
        added=25,
        keywords="drain auger snake 25 foot clog",
        description=(
            "A 25 foot drum auger with a corkscrew tip for sink and tub "
            "clogs beyond a plunger's reach."
        ),
        bullets=["25 ft. cable", "Enclosed drum"],
        specs={"Cable": "25 ft."},
    ),
    _p(
        "4040402",
        "ace-toilet-plunger-with-caddy",
        "Ace Toilet Plunger with Caddy",
        "Ace",
        1499,
        "plumbing",
        "plumbing-tools",
        "drain-cleaning-tools",
        rating=4.2,
        reviews=41,
        added=24,
        keywords="plunger toilet flange caddy",
        description=(
            "A flange plunger shaped to seal modern toilet traps, with a "
            "drip caddy for storage."
        ),
        bullets=["Flange cup", "Storage caddy included"],
        specs={"Type": "Flange"},
    ),
    _p(
        "4040403",
        "general-pipe-cleaners-power-drain-gun",
        "General Pipe Cleaners Power Drain Gun",
        "General Pipe Cleaners",
        6799,
        "plumbing",
        "plumbing-tools",
        "drain-cleaning-tools",
        rating=4.0,
        reviews=5,
        added=23,
        stock="online-only",
        keywords="drain gun kinetic ram clog air",
        description=(
            "A kinetic drain opener that clears blockages with a burst of "
            "compressed air. Ships to home only."
        ),
        bullets=["No chemicals", "Four fitting heads"],
        specs={"Type": "Kinetic"},
    ),
    # --- Pipe / fittings / faucet / drain openers / supply lines -----------
    _p(
        "4050501",
        "sharkbite-pex-pipe-1-2-in-x-25-ft-red",
        "SharkBite PEX Pipe 1/2 in. x 25 ft. Red",
        "SharkBite",
        1599,
        "plumbing",
        "pipe",
        "pex-pipe",
        rating=4.6,
        reviews=13,
        added=22,
        keywords="pex pipe red half inch 25 feet",
        description="Flexible PEX-B tubing for hot and cold supply lines.",
        bullets=["1/2 in. x 25 ft.", "Color-coded red for hot"],
        specs={"Diameter": "1/2 in.", "Length": "25 ft."},
    ),
    _p(
        "4050502",
        "streamline-copper-pipe-1-2-in-x-5-ft",
        "Streamline Copper Pipe 1/2 in. x 5 ft. Type M",
        "Streamline",
        1249,
        "plumbing",
        "pipe",
        "copper-pipe",
        rating=4.8,
        reviews=3,
        added=21,
        keywords="copper pipe type m five feet",
        description="Rigid Type M copper pipe for interior water lines.",
        bullets=["1/2 in. nominal", "5 ft. stick"],
        specs={"Type": "M"},
    ),
    _p(
        "4060601",
        "sharkbite-push-to-connect-coupling-1-2-in",
        "SharkBite Push-to-Connect Coupling 1/2 in.",
        "SharkBite",
        899,
        "plumbing",
        "pipe-fittings",
        "push-fittings",
        rating=4.7,
        reviews=52,
        added=20,
        badge="Best Seller",
        keywords="push fit coupling half inch no solder",
        description=(
            "A push-to-connect coupling that joins copper, PEX or CPVC "
            "without soldering."
        ),
        bullets=["No tools needed", "Removable and reusable"],
        specs={"Size": "1/2 in."},
    ),
    _p(
        "4060602",
        "bk-brass-threaded-elbow-3-4-in",
        "B&K Brass Threaded Elbow 3/4 in. FPT",
        "B&K",
        649,
        "plumbing",
        "pipe-fittings",
        "threaded-fittings",
        rating=4.3,
        reviews=8,
        added=19,
        keywords="brass elbow threaded fitting",
        description="A 90 degree brass elbow for threaded supply connections.",
        bullets=["Lead-free brass", "3/4 in. FPT both ends"],
        specs={"Size": "3/4 in."},
    ),
    _p(
        "4070701",
        "danco-faucet-repair-kit-universal",
        "Danco Universal Faucet Repair Kit",
        "Danco",
        1099,
        "plumbing",
        "faucet-and-faucet-repair",
        "faucet-parts",
        rating=4.1,
        reviews=29,
        added=18,
        keywords="faucet repair kit washers o-rings seats",
        description=(
            "Washers, O-rings, seats and screws that stop most dripping "
            "compression faucets."
        ),
        bullets=["Fits common faucet brands", "Sorted case"],
        specs={"Pieces": "58"},
    ),
    _p(
        "4070702",
        "moen-style-kitchen-faucet-pulldown",
        "Ace Collection Pull-Down Kitchen Faucet Brushed",
        "Ace",
        12900,
        "plumbing",
        "faucet-and-faucet-repair",
        "kitchen-faucets",
        was=15900,
        rating=4.5,
        reviews=14,
        added=17,
        badge="Sale",
        keywords="kitchen faucet pull down sprayer brushed nickel",
        description=(
            "A single-handle pull-down kitchen faucet with a two-mode spray "
            "head and deck plate for one or three hole sinks."
        ),
        bullets=["Pull-down sprayer", "Brushed finish"],
        specs={"Handle": "Single"},
    ),
    _p(
        "4080801",
        "instant-power-drain-opener-1-gal",
        "Instant Power Hair and Grease Drain Opener 1 gal.",
        "Instant Power",
        1299,
        "plumbing",
        "drain-openers",
        "chemical",
        rating=4.0,
        reviews=63,
        added=16,
        keywords="drain opener liquid hair grease gallon",
        description="A non-acid drain opener for hair and grease clogs.",
        bullets=["1 gallon", "Safe for pipes and septic"],
        specs={"Volume": "1 gal."},
    ),
    _p(
        "4080802",
        "korky-beehive-max-plunger",
        "Korky Beehive Max Universal Toilet Plunger",
        "Korky",
        1799,
        "plumbing",
        "drain-openers",
        "plungers",
        rating=4.6,
        reviews=38,
        added=15,
        keywords="plunger beehive universal toilet",
        description="A tapered plunger head that fits old and new bowls alike.",
        bullets=["Universal fit", "T-handle"],
        specs={"Type": "Beehive"},
    ),
    _p(
        "4090901",
        "ace-faucet-supply-line-20-in",
        "Ace Faucet Supply Line 3/8 in. x 20 in. Braided",
        "Ace",
        749,
        "plumbing",
        "supply-lines",
        "faucet-supply",
        rating=4.4,
        reviews=22,
        added=14,
        keywords="supply line braided faucet stainless",
        description="A braided stainless supply line for faucet hookups.",
        bullets=["20 in. length", "Braided stainless jacket"],
        specs={"Length": "20 in."},
    ),
    _p(
        "4090902",
        "fluidmaster-toilet-connector-12-in",
        "Fluidmaster Click Seal Toilet Connector 12 in.",
        "Fluidmaster",
        999,
        "plumbing",
        "supply-lines",
        "toilet-supply",
        rating=4.7,
        reviews=31,
        added=13,
        keywords="toilet supply connector click seal",
        description="A toilet supply connector that clicks when hand-tight.",
        bullets=["Click when sealed", "12 in. length"],
        specs={"Length": "12 in."},
    ),
    # --- Tools department --------------------------------------------------
    _p(
        "4101001",
        "craftsman-adjustable-wrench-set-3-pc",
        "Craftsman Adjustable Wrench Set 3 pc",
        "Craftsman",
        2999,
        "tools",
        "hand-tools",
        "wrenches",
        rating=4.5,
        reviews=44,
        added=12,
        keywords="adjustable wrench set three",
        description="Three chrome adjustable wrenches: 6, 8 and 10 in.",
        bullets=["3 sizes", "Laser-etched scales"],
        specs={"Pieces": "3"},
    ),
    _p(
        "4101002",
        "channellock-tongue-and-groove-plier-set",
        "Channellock Tongue and Groove Plier Set 2 pc",
        "Channellock",
        3899,
        "tools",
        "hand-tools",
        "pliers",
        rating=4.9,
        reviews=27,
        added=11,
        keywords="groove joint pliers set channel",
        description="The 9.5 and 12 in. groove-joint pliers every kit needs.",
        bullets=["2 pc", "Right-angle teeth"],
        specs={"Pieces": "2"},
    ),
    _p(
        "4101003",
        "ace-mechanics-tool-set-105-pc",
        "Ace Mechanic's Tool Set 105 pc",
        "Ace",
        8999,
        "tools",
        "hand-tools",
        "tool-sets",
        was=10999,
        rating=4.6,
        reviews=58,
        added=10,
        badge="Sale",
        keywords="mechanics tool set socket ratchet 105",
        description="Sockets, ratchets and bits in a latching case.",
        bullets=["105 pieces", "72-tooth ratchets"],
        specs={"Pieces": "105"},
    ),
    _p(
        "4101004",
        "dewalt-20v-drill-driver-kit",
        "DEWALT 20V MAX Cordless Drill/Driver Kit",
        "DEWALT",
        13900,
        "tools",
        "power-tools",
        "drills",
        rating=4.8,
        reviews=72,
        added=9,
        badge="Best Seller",
        keywords="cordless drill driver kit battery",
        description="A compact 20V drill/driver with battery and charger.",
        bullets=["1/2 in. chuck", "Battery + charger included"],
        specs={"Voltage": "20V"},
    ),
    _p(
        "4101005",
        "milwaukee-hackzall-recip-saw",
        "Milwaukee M12 HACKZALL Reciprocating Saw",
        "Milwaukee",
        9900,
        "tools",
        "power-tools",
        "saws",
        rating=4.7,
        reviews=33,
        added=8,
        keywords="reciprocating saw compact one hand",
        description="A one-hand reciprocating saw for pipe and stud work.",
        bullets=["One-hand control", "Tool-free blade change"],
        specs={"Voltage": "12V"},
    ),
    # --- Other departments (representative density) ------------------------
    _p(
        "4201001",
        "clark-kensington-interior-paint-gal",
        "Clark+Kensington Interior Paint and Primer 1 gal.",
        "Clark+Kensington",
        4299,
        "paint-and-supplies",
        "interior-paint",
        "wall-paint",
        rating=4.4,
        reviews=88,
        added=7,
        keywords="interior paint primer gallon eggshell",
        description="Paint and primer in one for interior walls.",
        bullets=["Paint + primer", "Eggshell finish"],
        specs={"Volume": "1 gal."},
    ),
    _p(
        "4201002",
        "kilz-primer-interior-1-gal",
        "KILZ 2 All-Purpose Interior Primer 1 gal.",
        "KILZ",
        2799,
        "paint-and-supplies",
        "interior-paint",
        "primer",
        rating=4.6,
        reviews=54,
        added=6,
        keywords="primer sealer stain blocker",
        description="A fast-drying primer, sealer and stain blocker.",
        bullets=["Water-based", "Seals porous surfaces"],
        specs={"Volume": "1 gal."},
    ),
    _p(
        "4301001",
        "ace-wood-screw-assortment",
        "Ace Wood Screw Assortment 200 pc",
        "Ace",
        1499,
        "hardware",
        "fasteners",
        "screws",
        rating=4.3,
        reviews=16,
        added=5,
        keywords="wood screws assortment case",
        description="A 200 piece wood screw assortment in a sorted case.",
        bullets=["200 pieces", "Phillips drive"],
        specs={"Pieces": "200"},
    ),
    _p(
        "4301002",
        "toggler-drywall-anchor-kit",
        "TOGGLER Drywall Anchor Kit with Screws 20 pc",
        "TOGGLER",
        1199,
        "hardware",
        "fasteners",
        "anchors",
        rating=4.7,
        reviews=25,
        added=4,
        keywords="drywall anchors toggle kit",
        description="Self-drilling drywall anchors rated for shelves and rails.",
        bullets=["20 anchors + screws", "No pilot hole"],
        specs={"Pieces": "20"},
    ),
    _p(
        "4401001",
        "weber-spirit-gas-grill-3-burner",
        "Weber Spirit E-315 3-Burner Gas Grill",
        "Weber",
        56900,
        "outdoor-living",
        "grills",
        "gas-grills",
        rating=4.8,
        reviews=112,
        added=3,
        keywords="gas grill three burner propane",
        description="A three-burner propane grill with cast-iron grates.",
        bullets=["3 burners", "Cast-iron grates"],
        specs={"Burners": "3"},
    ),
    _p(
        "4401002",
        "weber-kettle-charcoal-grill-22",
        "Weber Original Kettle 22 in. Charcoal Grill",
        "Weber",
        21900,
        "outdoor-living",
        "grills",
        "charcoal-grills",
        rating=4.9,
        reviews=201,
        added=2,
        keywords="charcoal kettle grill 22",
        description="The classic 22 in. charcoal kettle.",
        bullets=["22 in. grate", "One-touch cleaning"],
        specs={"Diameter": "22 in."},
    ),
    _p(
        "4501001",
        "ace-garden-hose-5-8-x-50",
        "Ace Premium Garden Hose 5/8 in. x 50 ft.",
        "Ace",
        3499,
        "lawn-and-garden",
        "watering",
        "hoses",
        rating=4.2,
        reviews=67,
        added=1,
        keywords="garden hose fifty feet",
        description="A kink-resistant 50 ft. garden hose.",
        bullets=["5/8 in. x 50 ft.", "Crush-proof couplings"],
        specs={"Length": "50 ft."},
    ),
    _p(
        "4501002",
        "melnor-oscillating-sprinkler",
        "Melnor Turbo Oscillating Sprinkler 4500 sq. ft.",
        "Melnor",
        2499,
        "lawn-and-garden",
        "watering",
        "sprinklers",
        rating=4.1,
        reviews=39,
        added=0,
        keywords="oscillating sprinkler lawn watering",
        description="An oscillating sprinkler covering up to 4500 sq. ft.",
        bullets=["Adjustable width", "Clog-resistant nozzles"],
        specs={"Coverage": "4500 sq. ft."},
    ),
]

# Clean-room records matching the observed public collection depth. Generation
# is deterministic so filtering, pagination, reset and detail-route tests remain
# stable without importing source copy or media.
_SYNTHETIC_TOOL_BRANDS = (
    "Ace", "Cobalt Creek", "Northline", "Workshop Pro", "Redwood", "Harbor Peak",
)
_SYNTHETIC_TOOL_TYPES = (
    ("plumbing-wrenches", "Offset Basin Wrench", "wrench basin faucet nut"),
    ("pipe-cutters", "Quick-Adjust Tubing Cutter", "pipe tubing cutter wheel"),
    ("drain-cleaning-tools", "Hand-Crank Drain Auger", "drain auger cable clog"),
    ("plumbing-tool-kits", "Home Plumbing Service Kit", "plumbing repair service kit"),
)
for _number in range(57):
    _leaf, _kind, _keywords = _SYNTHETIC_TOOL_TYPES[_number % len(_SYNTHETIC_TOOL_TYPES)]
    _brand = _SYNTHETIC_TOOL_BRANDS[_number % len(_SYNTHETIC_TOOL_BRANDS)]
    _series = _number + 1
    PRODUCTS.append(
        _p(
            f"510{_series:04d}",
            f"{_brand.lower().replace(' ', '-')}-{_kind.lower().replace(' ', '-')}-{_series}",
            f"{_brand} {_kind} Series {_series}", _brand,
            1299 + ((_number * 937) % 11800), "plumbing", "plumbing-tools", _leaf,
            was=(1599 + ((_number * 937) % 11800)) if _number % 7 == 0 else None,
            rating=round(3.6 + (_number % 14) / 10, 1),
            reviews=4 + ((_number * 11) % 93),
            stock=("low-stock" if _number % 11 == 0 else "online-only" if _number % 17 == 0 else "in-stock"),
            badge=("Sale" if _number % 7 == 0 else "Best Seller" if _number % 13 == 0 else None),
            keywords=f"{_keywords} synthetic series {_series}", added=100 + _number,
            description=f"A locally authored {_kind.lower()} for routine home maintenance. Series {_series} is deterministic demo inventory.",
            bullets=["Comfort-grip handle", "Replaceable service component", "Local synthetic inventory"],
            specs={"Series": str(_series), "Use": "Home plumbing maintenance", "Origin": "Synthetic demo"},
        )
    )

# Homepage topic inventory captured from the current public entry page. These
# locally authored records keep each promoted search journey inside the clone.
PRODUCTS.extend(
    [
        _p(
            "8001001",
            "ace-home-air-circulator-fan-12-in",
            "Ace Home Air Circulator Fan 12 in.",
            "Ace",
            3999,
            "heating-and-cooling",
            "portable-and-exhaust-fans",
            "household-fans",
            rating=4.6,
            reviews=84,
            keywords="fans household portable cooling air circulator",
            description="A compact three-speed fan for everyday room circulation.",
            bullets=["Three speed settings", "Adjustable tilt", "Carry handle"],
            specs={"Diameter": "12 in.", "Speeds": "3"},
        ),
        _p(
            "8001002",
            "ace-rolling-hard-sided-cooler-50-qt",
            "Ace Rolling Hard-Sided Cooler 50 qt.",
            "Ace",
            6999,
            "outdoor-living",
            "coolers",
            "hard-sided-coolers",
            rating=4.7,
            reviews=112,
            keywords="coolers ice chest rolling outdoor insulated",
            description="A wheeled hard-sided cooler for picnics, games and job sites.",
            bullets=["50 qt. capacity", "Telescoping handle", "Drain plug"],
            specs={"Capacity": "50 qt.", "Type": "Hard-sided"},
        ),
        _p(
            "8001003",
            "ace-stainless-steel-travel-tumbler-30-oz",
            "Ace Stainless Steel Travel Tumbler 30 oz.",
            "Ace",
            2499,
            "home-and-decor",
            "kitchen-utensils-and-gadgets",
            "water-bottles-and-travel-mugs",
            rating=4.8,
            reviews=63,
            keywords="drinkware tumbler water bottle travel mug insulated",
            description="An insulated stainless steel tumbler sized for daily travel.",
            bullets=["Double-wall insulation", "Splash-resistant lid", "Cup-holder friendly"],
            specs={"Capacity": "30 oz.", "Material": "Stainless steel"},
        ),
        _p(
            "8001004",
            "northline-ductless-mini-split-system-12000-btu",
            "Northline Ductless Mini Split System 12000 BTU",
            "Northline",
            89900,
            "heating-and-cooling",
            "air-conditioners-and-coolers",
            "ductless-mini-splits",
            rating=4.5,
            reviews=28,
            keywords="ductless mini splits mini-split air conditioner heat pump",
            description="A locally authored single-zone mini split for efficient room comfort.",
            bullets=["12,000 BTU output", "Heating and cooling modes", "Remote control"],
            specs={"Capacity": "12,000 BTU", "Zones": "1"},
        ),
    ]
)

PRODUCT_INDEX: dict[str, dict[str, Any]] = {p["sku"]: p for p in PRODUCTS}


STORES: list[dict[str, Any]] = [
    {
        "id": "6001",
        "name": "Loop Ace Hardware",
        "address": "112 W Lake St",
        "city": "Chicago",
        "state": "IL",
        "zip": "60601",
        "phone": "(312) 555-0161",
        "hours": "Mon-Sat 8am-8pm, Sun 9am-6pm",
        "lat": 41.8857,
        "lng": -87.6318,
    },
    {
        "id": "6002",
        "name": "River North Ace Hardware",
        "address": "800 N Orleans St",
        "city": "Chicago",
        "state": "IL",
        "zip": "60610",
        "phone": "(312) 555-0188",
        "hours": "Mon-Sat 7am-9pm, Sun 8am-7pm",
        "lat": 41.8963,
        "lng": -87.6371,
    },
    {
        "id": "6003",
        "name": "Lincoln Park Ace Hardware",
        "address": "2468 N Clark St",
        "city": "Chicago",
        "state": "IL",
        "zip": "60614",
        "phone": "(773) 555-0142",
        "hours": "Mon-Sat 8am-8pm, Sun 9am-6pm",
        "lat": 41.9276,
        "lng": -87.6413,
    },
    {
        "id": "6004",
        "name": "Oak Park Ace Hardware",
        "address": "35 Harrison St",
        "city": "Oak Park",
        "state": "IL",
        "zip": "60304",
        "phone": "(708) 555-0177",
        "hours": "Mon-Sat 8am-7pm, Sun 9am-5pm",
        "lat": 41.8722,
        "lng": -87.7871,
    },
    {
        "id": "6005",
        "name": "Evanston Ace Hardware",
        "address": "920 Church St",
        "city": "Evanston",
        "state": "IL",
        "zip": "60201",
        "phone": "(847) 555-0129",
        "hours": "Mon-Sat 8am-8pm, Sun 9am-6pm",
        "lat": 42.0483,
        "lng": -87.6837,
    },
    {
        "id": "6006",
        "name": "Naperville Ace Hardware",
        "address": "1550 N Route 59",
        "city": "Naperville",
        "state": "IL",
        "zip": "60563",
        "phone": "(630) 555-0193",
        "hours": "Mon-Sat 7am-9pm, Sun 8am-6pm",
        "lat": 41.7948,
        "lng": -88.2034,
    },
]

STORE_INDEX = {s["id"]: s for s in STORES}
DEFAULT_STORE_ID = "6001"

# ZIP prefixes resolve to a deterministic ordering of nearby stores.
ZIP_STORE_ORDER: dict[str, list[str]] = {
    "606": ["6001", "6002", "6003", "6004"],
    "603": ["6004", "6006", "6001", "6002"],
    "602": ["6005", "6003", "6002", "6001"],
    "605": ["6006", "6004", "6001", "6002"],
}


PROMO_CODES: dict[str, dict[str, Any]] = {
    "SAVE10": {"kind": "percent", "value": 10, "label": "10% off your order"},
    "WELCOME5": {
        "kind": "amount",
        "value": 500,
        "minimum_minor": 2500,
        "label": "$5 off orders over $25",
    },
    "ACESHIP": {"kind": "free-shipping", "value": 0, "label": "Free delivery"},
}

# Flat combined state sales-tax rates used by the local tax simulation.
STATE_TAX_RATES: dict[str, float] = {
    "IL": 0.1025,
    "WI": 0.055,
    "IN": 0.07,
    "IA": 0.06,
    "MI": 0.06,
    "MO": 0.0823,
    "OH": 0.0725,
    "CA": 0.0875,
    "NY": 0.08875,
    "TX": 0.0825,
}
DEFAULT_TAX_RATE = 0.07

DELIVERY_FEE_MINOR = 999
FREE_DELIVERY_THRESHOLD_MINOR = 5000

US_STATES = [
    "AL", "AK", "AZ", "AR", "CA", "CO", "CT", "DE", "DC", "FL", "GA", "HI",
    "ID", "IL", "IN", "IA", "KS", "KY", "LA", "ME", "MD", "MA", "MI", "MN",
    "MS", "MO", "MT", "NE", "NV", "NH", "NJ", "NM", "NY", "NC", "ND", "OH",
    "OK", "OR", "PA", "RI", "SC", "SD", "TN", "TX", "UT", "VT", "VA", "WA",
    "WV", "WI", "WY",
]


def money(minor: int | None) -> str:
    if minor is None:
        return ""
    return f"${minor / 100:,.2f}"


def store_availability(sku: str, store_id: str) -> dict[str, Any]:
    """Deterministic per-store availability for one product."""

    product = PRODUCT_INDEX[sku]
    if product["stock"] == "out-of-stock":
        return {"state": "out-of-stock", "quantity": 0}
    if product["stock"] == "online-only":
        return {"state": "online-only", "quantity": 0}
    digest = hashlib.sha256(f"{sku}:{store_id}".encode()).digest()
    bucket = digest[0] % 10
    if product["stock"] == "low-stock":
        bucket = min(bucket, 2)
    if bucket == 0:
        return {"state": "out-of-stock", "quantity": 0}
    if bucket <= 2:
        return {"state": "low-stock", "quantity": bucket}
    return {"state": "in-stock", "quantity": 3 + bucket}


def category_products(dept: str, cat: str | None = None, leaf: str | None = None) -> list[dict[str, Any]]:
    out = []
    for p in PRODUCTS:
        if p["department"] != dept:
            continue
        if cat is not None and p["category"] != cat:
            continue
        if leaf is not None and p["leaf"] != leaf:
            continue
        out.append(p)
    return out


def breadcrumb_for(product: dict[str, Any]) -> list[tuple[str, str]]:
    dept = DEPARTMENTS[product["department"]]
    cat = dept["categories"][product["category"]]
    leaf_name = cat["leaves"][product["leaf"]]
    return [
        ("Ace Hardware", "/"),
        (dept["name"], f"/departments/{product['department']}"),
        (cat["name"], f"/departments/{product['department']}/{product['category']}"),
        (
            leaf_name,
            f"/departments/{product['department']}/{product['category']}?leaf={product['leaf']}",
        ),
    ]


def canonical_pdp_path(product: dict[str, Any]) -> str:
    return (
        f"/departments/{product['department']}/{product['category']}/"
        f"{product['leaf']}/{product['sku']}"
    )


def related_products(sku: str, limit: int = 6) -> list[dict[str, Any]]:
    product = PRODUCT_INDEX[sku]
    same_leaf = [
        p
        for p in PRODUCTS
        if p["sku"] != sku
        and p["department"] == product["department"]
        and p["category"] == product["category"]
    ]
    same_leaf.sort(key=lambda p: (p["leaf"] != product["leaf"], -p["rating"]))
    return same_leaf[:limit]


def search_products(query: str) -> list[dict[str, Any]]:
    """Token scoring over name, brand and keywords."""

    tokens = [t for t in query.lower().split() if t]
    if not tokens:
        return []
    scored: list[tuple[float, dict[str, Any]]] = []
    for p in PRODUCTS:
        haystack_name = p["name"].lower()
        haystack = " ".join(
            [haystack_name, p["brand"].lower(), p["keywords"], p["leaf"].replace("-", " "), p["category"].replace("-", " ")]
        )
        hits = sum(1 for t in tokens if t in haystack)
        if hits == 0:
            continue
        name_hits = sum(1 for t in tokens if t in haystack_name)
        phrase_bonus = 2.0 if query.lower() in haystack_name else 0.0
        score = hits * 2 + name_hits * 1.5 + phrase_bonus + p["rating"] / 10
        scored.append((score, p))
    scored.sort(key=lambda item: (-item[0], item[1]["name"]))
    return [p for _, p in scored]


def suggestions(prefix: str, limit: int = 8) -> list[dict[str, str]]:
    prefix = prefix.lower().strip()
    if len(prefix) < 2:
        return []
    seen: list[dict[str, str]] = []
    for p in search_products(prefix)[:limit]:
        seen.append(
            {
                "label": p["name"],
                "url": canonical_pdp_path(p),
                "kind": "product",
            }
        )
    # Category suggestions
    for dept_id, dept in DEPARTMENTS.items():
        for cat_id, cat in dept["categories"].items():
            if prefix in cat["name"].lower():
                seen.append(
                    {
                        "label": f"{cat['name']} in {dept['name']}",
                        "url": f"/departments/{dept_id}/{cat_id}",
                        "kind": "category",
                    }
                )
    return seen[:limit]