scirs2-interpolate 0.4.0

Interpolation module for SciRS2 (scirs2-interpolate)
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
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
1432
1433
1434
1435
1436
1437
1438
1439
1440
1441
1442
1443
1444
1445
1446
1447
1448
1449
1450
1451
1452
1453
1454
1455
1456
1457
1458
1459
1460
1461
1462
1463
1464
1465
1466
1467
1468
1469
1470
1471
1472
1473
1474
1475
1476
1477
1478
1479
1480
1481
1482
1483
1484
1485
1486
1487
1488
1489
1490
1491
1492
1493
1494
1495
1496
1497
1498
1499
1500
1501
1502
1503
1504
1505
1506
1507
1508
1509
1510
1511
1512
1513
1514
1515
1516
1517
1518
1519
1520
1521
1522
1523
1524
1525
1526
1527
1528
1529
1530
1531
1532
1533
1534
1535
1536
1537
1538
1539
1540
1541
1542
1543
1544
1545
1546
1547
1548
1549
1550
1551
1552
1553
1554
1555
1556
1557
1558
1559
1560
1561
//! Enhanced API stabilization analysis for 0.1.0 stable release
//!
//! This module provides comprehensive analysis and validation of the public API
//! to ensure it's ready for stabilization in the 0.1.0 release.
//!
//! ## Key Features
//!
//! - **API consistency analysis**: Ensure consistent naming and patterns
//! - **Breaking change detection**: Identify potential breaking changes
//! - **API completeness validation**: Check for missing functionality
//! - **Documentation coverage analysis**: Ensure all public APIs are documented
//! - **Deprecation tracking**: Manage deprecated features
//! - **Semantic versioning compliance**: Ensure API follows semver

use crate::error::InterpolateResult;
use std::fmt;

/// Enhanced API stabilization analyzer for 0.1.0 stable release
#[derive(Debug)]
pub struct ApiStabilizationAnalyzer {
    /// Configuration for analysis
    config: StabilizationConfig,
    /// Collected API information
    api_inventory: ApiInventory,
    /// Analysis results
    analysis_results: Vec<ApiAnalysisResult>,
    /// Breaking change assessments
    breaking_changes: Vec<BreakingChangeAssessment>,
    /// Deprecation tracking
    deprecations: Vec<DeprecationItem>,
}

/// Configuration for API stabilization analysis
#[derive(Debug, Clone)]
pub struct StabilizationConfig {
    /// Minimum documentation coverage required (%)
    pub min_documentation_coverage: f32,
    /// Maximum allowed breaking changes for stable release
    pub max_breaking_changes: usize,
    /// Required API consistency score (0.0 to 1.0)
    pub min_consistency_score: f32,
    /// Allow experimental features in stable release
    pub allow_experimental_features: bool,
    /// Strictness level for analysis
    pub strictness_level: StrictnessLevel,
}

impl Default for StabilizationConfig {
    fn default() -> Self {
        Self {
            min_documentation_coverage: 95.0,
            max_breaking_changes: 0,
            min_consistency_score: 0.9,
            allow_experimental_features: false,
            strictness_level: StrictnessLevel::Strict,
        }
    }
}

/// Strictness levels for API analysis
#[derive(Debug, Clone)]
pub enum StrictnessLevel {
    /// Relaxed analysis for early development
    Relaxed,
    /// Standard analysis for alpha/beta releases
    Standard,
    /// Strict analysis for stable releases
    Strict,
    /// Extra-strict analysis for LTS releases
    ExtraStrict,
}

/// Complete inventory of the public API
#[derive(Debug, Default)]
pub struct ApiInventory {
    /// All public functions
    pub functions: Vec<ApiFunction>,
    /// All public types/structs
    pub types: Vec<ApiType>,
    /// All public traits
    pub traits: Vec<ApiTrait>,
    /// All public modules
    pub modules: Vec<ApiModule>,
    /// All public macros
    pub macros: Vec<ApiMacro>,
    /// Re-exports
    pub reexports: Vec<ApiReexport>,
}

/// Analysis result for a specific API item
#[derive(Debug, Clone)]
pub struct ApiAnalysisResult {
    /// API item name
    pub item_name: String,
    /// Item type
    pub item_type: ApiItemType,
    /// Stability assessment
    pub stability: StabilityAssessment,
    /// Issues found
    pub issues: Vec<ApiIssue>,
    /// Recommendations
    pub recommendations: Vec<String>,
    /// Documentation coverage
    pub documentation: DocumentationAssessment,
    /// Consistency score
    pub consistency_score: f32,
}

/// Types of API items
#[derive(Debug, Clone)]
pub enum ApiItemType {
    Function,
    Struct,
    Enum,
    Trait,
    Module,
    Macro,
    Reexport,
    Constant,
    TypeAlias,
}

/// Stability assessment for an API item
#[derive(Debug, Clone)]
pub struct StabilityAssessment {
    /// Overall stability level
    pub level: ApiStabilityLevel,
    /// Confidence in assessment (0.0 to 1.0)
    pub confidence: f32,
    /// Risk factors
    pub risk_factors: Vec<RiskFactor>,
    /// Mitigation strategies
    pub mitigations: Vec<String>,
    /// Number of breaking changes detected
    pub breaking_changes: usize,
    /// Number of experimental features
    pub experimental_features: usize,
}

/// API stability levels
#[derive(Debug, Clone, PartialEq)]
pub enum ApiStabilityLevel {
    /// Stable and ready for release
    Stable,
    /// Mostly stable with minor concerns
    MostlyStable,
    /// Unstable and needs attention
    Unstable,
    /// Experimental - not ready for stable release
    Experimental,
    /// Deprecated - scheduled for removal
    Deprecated,
}

/// Risk factors affecting API stability
#[derive(Debug, Clone, PartialEq)]
pub enum RiskFactor {
    /// Insufficient testing
    InsufficientTesting,
    /// Poor documentation
    PoorDocumentation,
    /// Inconsistent naming
    InconsistentNaming,
    /// Complex API surface
    ComplexApiSurface,
    /// Missing error handling
    MissingErrorHandling,
    /// Performance concerns
    PerformanceConcerns,
    /// Breaking change potential
    BreakingChangePotential,
    /// Missing functionality
    MissingFunctionality,
}

/// API issue found during analysis
#[derive(Debug, Clone)]
pub struct ApiIssue {
    /// Issue severity
    pub severity: IssueSeverity,
    /// Issue category
    pub category: IssueCategory,
    /// Description of the issue
    pub description: String,
    /// Location of the issue
    pub location: String,
    /// Suggested resolution
    pub suggested_resolution: Option<String>,
    /// Blocking for stable release
    pub blocks_stable_release: bool,
}

/// Severity levels for API issues
#[derive(Debug, Clone, PartialEq, PartialOrd)]
pub enum IssueSeverity {
    Critical,
    High,
    Medium,
    Low,
    Info,
}

/// Categories of API issues
#[derive(Debug, Clone)]
pub enum IssueCategory {
    /// Breaking change
    BreakingChange,
    /// Documentation issue
    Documentation,
    /// Naming consistency
    NamingConsistency,
    /// API design
    ApiDesign,
    /// Error handling
    ErrorHandling,
    /// Performance
    Performance,
    /// Security
    Security,
    /// Completeness
    Completeness,
    /// Deprecation
    Deprecation,
}

/// Documentation coverage assessment
#[derive(Debug, Clone)]
pub struct DocumentationAssessment {
    /// Has documentation
    pub has_docs: bool,
    /// Documentation quality score (0.0 to 1.0)
    pub quality_score: f32,
    /// Missing documentation elements
    pub missing_elements: Vec<String>,
    /// Examples present
    pub has_examples: bool,
    /// Error conditions documented
    pub documents_errors: bool,
}

/// Breaking change assessment
#[derive(Debug, Clone)]
pub struct BreakingChangeAssessment {
    /// Change description
    pub description: String,
    /// Severity of breaking change
    pub severity: BreakingChangeSeverity,
    /// Affected API items
    pub affected_items: Vec<String>,
    /// Migration path available
    pub migration_path: Option<String>,
    /// Can be mitigated
    pub can_be_mitigated: bool,
    /// Mitigation strategy
    pub mitigation_strategy: Option<String>,
}

/// Severity of breaking changes
#[derive(Debug, Clone, PartialEq)]
pub enum BreakingChangeSeverity {
    /// Severe - affects most users
    Severe,
    /// Major - affects many users
    Major,
    /// Minor - affects some users
    Minor,
    /// Negligible - affects very few users
    Negligible,
}

/// Deprecation item tracking
#[derive(Debug, Clone)]
pub struct DeprecationItem {
    /// Item name
    pub item_name: String,
    /// Deprecation reason
    pub reason: String,
    /// Replacement suggestion
    pub replacement: Option<String>,
    /// Target removal version
    pub removal_version: Option<String>,
    /// Deprecation timeline
    pub timeline: DeprecationTimeline,
}

/// Deprecation timeline
#[derive(Debug, Clone)]
pub enum DeprecationTimeline {
    /// Remove immediately
    Immediate,
    /// Remove in next major version
    NextMajorVersion,
    /// Remove after grace period
    GracePeriod(usize),
    /// Custom timeline
    Custom {
        /// When deprecated
        deprecated_in: String,
        /// Warning period (versions)
        warning_period: usize,
        /// When to remove
        remove_in: String,
    },
}

/// Placeholder API item types for analysis
#[derive(Debug, Clone)]
pub struct ApiFunction {
    pub name: String,
    pub signature: String,
    pub visibility: Visibility,
    pub documentation: bool,
    pub deprecated: bool,
    pub experimental: bool,
}

#[derive(Debug, Clone)]
pub struct ApiType {
    pub name: String,
    pub kind: TypeKind,
    pub visibility: Visibility,
    pub documentation: bool,
    pub deprecated: bool,
    pub experimental: bool,
}

#[derive(Debug, Clone)]
pub struct ApiTrait {
    pub name: String,
    pub methods: Vec<String>,
    pub visibility: Visibility,
    pub documentation: bool,
    pub deprecated: bool,
    pub experimental: bool,
}

#[derive(Debug, Clone)]
pub struct ApiModule {
    pub name: String,
    pub visibility: Visibility,
    pub documentation: bool,
    pub deprecated: bool,
    pub experimental: bool,
}

#[derive(Debug, Clone)]
pub struct ApiMacro {
    pub name: String,
    pub visibility: Visibility,
    pub documentation: bool,
    pub deprecated: bool,
    pub experimental: bool,
}

#[derive(Debug, Clone)]
pub struct ApiReexport {
    pub name: String,
    pub source: String,
    pub visibility: Visibility,
    pub documentation: bool,
}

#[derive(Debug, Clone)]
pub enum Visibility {
    Public,
    PublicCrate,
    Private,
}

#[derive(Debug, Clone)]
pub enum TypeKind {
    Struct,
    Enum,
    Union,
    TypeAlias,
}

impl ApiStabilizationAnalyzer {
    /// Create a new API stabilization analyzer
    pub fn new(config: StabilizationConfig) -> Self {
        Self {
            config,
            api_inventory: ApiInventory::default(),
            analysis_results: Vec::new(),
            breaking_changes: Vec::new(),
            deprecations: Vec::new(),
        }
    }

    /// Run comprehensive API stabilization analysis
    pub fn analyze_api_stability(&mut self) -> InterpolateResult<ApiStabilizationReport> {
        println!("Starting comprehensive API stabilization analysis...");

        // 1. Collect API inventory
        self.collect_api_inventory()?;

        // 2. Analyze each API item
        self.analyze_api_items()?;

        // 3. Check for breaking changes
        self.detect_breaking_changes()?;

        // 4. Assess API consistency
        let consistency_score = self.assess_api_consistency()?;

        // 5. Check documentation coverage
        let documentation_coverage = self.check_documentation_coverage()?;

        // 6. Generate stability recommendations
        let recommendations = self.generate_stability_recommendations()?;

        // 7. Assess overall readiness
        let readiness = self.assess_stable_release_readiness()?;

        println!("API stabilization analysis completed.");

        Ok(ApiStabilizationReport {
            overall_readiness: readiness,
            consistency_score,
            documentation_coverage,
            total_items: self.count_total_api_items(),
            stable_items: self.count_stable_items(),
            unstable_items: self.count_unstable_items(),
            breaking_changes: self.breaking_changes.clone(),
            critical_issues: self.get_critical_issues(),
            analysis_results: self.analysis_results.clone(),
            recommendations,
            deprecations: self.deprecations.clone(),
            config: self.config.clone(),
        })
    }

    /// Collect comprehensive API inventory
    fn collect_api_inventory(&mut self) -> InterpolateResult<()> {
        println!("Collecting API inventory...");

        // This would normally use reflection or AST parsing
        // For now, we'll populate with known API items from the interpolation library

        // Major public functions
        self.api_inventory.functions.extend(vec![
            ApiFunction {
                name: "linear_interpolate".to_string(),
                signature: "fn linear_interpolate<T>(...) -> InterpolateResult<Array1<T>>".to_string(),
                visibility: Visibility::Public,
                documentation: true,
                deprecated: false,
                experimental: false,
            },
            ApiFunction {
                name: "cubic_interpolate".to_string(),
                signature: "fn cubic_interpolate<T>(...) -> InterpolateResult<Array1<T>>".to_string(),
                visibility: Visibility::Public,
                documentation: true,
                deprecated: false,
                experimental: false,
            },
            ApiFunction {
                name: "pchip_interpolate".to_string(),
                signature: "fn pchip_interpolate<T>(...) -> InterpolateResult<Array1<T>>".to_string(),
                visibility: Visibility::Public,
                documentation: true,
                deprecated: false,
                experimental: false,
            },
            ApiFunction {
                name: "make_rbf_interpolator".to_string(),
                signature: "fn make_rbf_interpolator<T>(...) -> InterpolateResult<RBFInterpolator<T>>".to_string(),
                visibility: Visibility::Public,
                documentation: true,
                deprecated: false,
                experimental: false,
            },
            ApiFunction {
                name: "make_kriging_interpolator".to_string(),
                signature: "fn make_kriging_interpolator<T>(...) -> InterpolateResult<KrigingInterpolator<T>>".to_string(),
                visibility: Visibility::Public,
                documentation: true,
                deprecated: false,
                experimental: false,
            },
        ]);

        // Major public types
        self.api_inventory.types.extend(vec![
            ApiType {
                name: "RBFInterpolator".to_string(),
                kind: TypeKind::Struct,
                visibility: Visibility::Public,
                documentation: true,
                deprecated: false,
                experimental: false,
            },
            ApiType {
                name: "KrigingInterpolator".to_string(),
                kind: TypeKind::Struct,
                visibility: Visibility::Public,
                documentation: true,
                deprecated: false,
                experimental: false,
            },
            ApiType {
                name: "BSpline".to_string(),
                kind: TypeKind::Struct,
                visibility: Visibility::Public,
                documentation: true,
                deprecated: false,
                experimental: false,
            },
            ApiType {
                name: "CubicSpline".to_string(),
                kind: TypeKind::Struct,
                visibility: Visibility::Public,
                documentation: true,
                deprecated: false,
                experimental: false,
            },
            ApiType {
                name: "InterpolateError".to_string(),
                kind: TypeKind::Enum,
                visibility: Visibility::Public,
                documentation: true,
                deprecated: false,
                experimental: false,
            },
            ApiType {
                name: "InterpolationMethod".to_string(),
                kind: TypeKind::Enum,
                visibility: Visibility::Public,
                documentation: true,
                deprecated: false,
                experimental: false,
            },
        ]);

        // Core traits
        self.api_inventory.traits.extend(vec![ApiTrait {
            name: "InterpolationFloat".to_string(),
            methods: vec!["from_f64".to_string(), "to_f64".to_string()],
            visibility: Visibility::Public,
            documentation: true,
            deprecated: false,
            experimental: false,
        }]);

        // Main modules
        self.api_inventory.modules.extend(vec![
            ApiModule {
                name: "interp1d".to_string(),
                visibility: Visibility::Public,
                documentation: true,
                deprecated: false,
                experimental: false,
            },
            ApiModule {
                name: "advanced".to_string(),
                visibility: Visibility::Public,
                documentation: true,
                deprecated: false,
                experimental: false,
            },
            ApiModule {
                name: "spline".to_string(),
                visibility: Visibility::Public,
                documentation: true,
                deprecated: false,
                experimental: false,
            },
            ApiModule {
                name: "gpu_accelerated".to_string(),
                visibility: Visibility::Public,
                documentation: true,
                deprecated: false,
                experimental: true, // Still experimental
            },
            ApiModule {
                name: "neural_enhanced".to_string(),
                visibility: Visibility::Public,
                documentation: true,
                deprecated: false,
                experimental: true, // Still experimental
            },
        ]);

        Ok(())
    }

    /// Analyze stability of each API item
    fn analyze_api_items(&mut self) -> InterpolateResult<()> {
        println!("Analyzing API item stability...");

        // Analyze functions
        for func in &self.api_inventory.functions {
            let analysis = self.analyze_function(func)?;
            self.analysis_results.push(analysis);
        }

        // Analyze types
        for type_item in &self.api_inventory.types {
            let analysis = self.analyze_type(type_item)?;
            self.analysis_results.push(analysis);
        }

        // Analyze traits
        for trait_item in &self.api_inventory.traits {
            let analysis = self.analyze_trait(trait_item)?;
            self.analysis_results.push(analysis);
        }

        // Analyze modules
        for module in &self.api_inventory.modules {
            let analysis = self.analyze_module(module)?;
            self.analysis_results.push(analysis);
        }

        Ok(())
    }

    /// Analyze a specific function
    fn analyze_function(&self, func: &ApiFunction) -> InterpolateResult<ApiAnalysisResult> {
        let mut issues = Vec::new();
        let mut recommendations = Vec::new();
        let mut risk_factors = Vec::new();

        // Check if experimental
        if func.experimental && !self.config.allow_experimental_features {
            issues.push(ApiIssue {
                severity: IssueSeverity::High,
                category: IssueCategory::ApiDesign,
                description: "Function marked as experimental".to_string(),
                location: func.name.clone(),
                suggested_resolution: Some(
                    "Remove experimental status or exclude from stable release".to_string(),
                ),
                blocks_stable_release: true,
            });
            risk_factors.push(RiskFactor::BreakingChangePotential);
        }

        // Check documentation
        if !func.documentation {
            issues.push(ApiIssue {
                severity: IssueSeverity::High,
                category: IssueCategory::Documentation,
                description: "Function lacks documentation".to_string(),
                location: func.name.clone(),
                suggested_resolution: Some(
                    "Add comprehensive documentation with examples".to_string(),
                ),
                blocks_stable_release: true,
            });
            risk_factors.push(RiskFactor::PoorDocumentation);
        }

        // Check naming consistency
        let naming_score = self.assess_naming_consistency(&func.name, "function");
        if naming_score < 0.8 {
            issues.push(ApiIssue {
                severity: IssueSeverity::Medium,
                category: IssueCategory::NamingConsistency,
                description: "Function name doesn't follow consistent patterns".to_string(),
                location: func.name.clone(),
                suggested_resolution: Some(
                    "Consider renaming to follow established patterns".to_string(),
                ),
                blocks_stable_release: false,
            });
            risk_factors.push(RiskFactor::InconsistentNaming);
        }

        // Determine stability level
        let stability_level = if func.experimental {
            ApiStabilityLevel::Experimental
        } else if func.deprecated {
            ApiStabilityLevel::Deprecated
        } else if issues.iter().any(|i| i.blocks_stable_release) {
            ApiStabilityLevel::Unstable
        } else if issues.iter().any(|i| i.severity >= IssueSeverity::High) {
            ApiStabilityLevel::MostlyStable
        } else {
            ApiStabilityLevel::Stable
        };

        // Generate recommendations
        if !issues.is_empty() {
            recommendations.push("Address identified issues before stable release".to_string());
        }
        if stability_level == ApiStabilityLevel::Stable {
            recommendations.push("Function is ready for stable release".to_string());
        }

        Ok(ApiAnalysisResult {
            item_name: func.name.clone(),
            item_type: ApiItemType::Function,
            stability: StabilityAssessment {
                level: stability_level,
                confidence: if issues.is_empty() { 0.95 } else { 0.7 },
                risk_factors,
                mitigations: recommendations.clone(),
                breaking_changes: 0,
                experimental_features: 0,
            },
            issues,
            recommendations,
            documentation: DocumentationAssessment {
                has_docs: func.documentation,
                quality_score: if func.documentation { 0.8 } else { 0.0 },
                missing_elements: if func.documentation {
                    vec![]
                } else {
                    vec!["Basic documentation".to_string()]
                },
                has_examples: func.documentation, // Simplified assumption
                documents_errors: func.documentation, // Simplified assumption
            },
            consistency_score: naming_score,
        })
    }

    /// Analyze a specific type
    fn analyze_type(&self, type_item: &ApiType) -> InterpolateResult<ApiAnalysisResult> {
        let mut issues = Vec::new();
        let mut recommendations = Vec::new();
        let mut risk_factors = Vec::new();

        // Similar analysis as functions but type-specific
        if type_item.experimental && !self.config.allow_experimental_features {
            issues.push(ApiIssue {
                severity: IssueSeverity::High,
                category: IssueCategory::ApiDesign,
                description: "Type marked as experimental".to_string(),
                location: type_item.name.clone(),
                suggested_resolution: Some(
                    "Stabilize type or exclude from stable release".to_string(),
                ),
                blocks_stable_release: true,
            });
            risk_factors.push(RiskFactor::BreakingChangePotential);
        }

        if !type_item.documentation {
            issues.push(ApiIssue {
                severity: IssueSeverity::High,
                category: IssueCategory::Documentation,
                description: "Type lacks documentation".to_string(),
                location: type_item.name.clone(),
                suggested_resolution: Some("Add comprehensive type documentation".to_string()),
                blocks_stable_release: true,
            });
            risk_factors.push(RiskFactor::PoorDocumentation);
        }

        let naming_score = self.assess_naming_consistency(&type_item.name, "type");
        if naming_score < 0.8 {
            issues.push(ApiIssue {
                severity: IssueSeverity::Medium,
                category: IssueCategory::NamingConsistency,
                description: "Type name doesn't follow consistent patterns".to_string(),
                location: type_item.name.clone(),
                suggested_resolution: Some(
                    "Consider renaming to follow established patterns".to_string(),
                ),
                blocks_stable_release: false,
            });
            risk_factors.push(RiskFactor::InconsistentNaming);
        }

        let stability_level = if type_item.experimental {
            ApiStabilityLevel::Experimental
        } else if type_item.deprecated {
            ApiStabilityLevel::Deprecated
        } else if issues.iter().any(|i| i.blocks_stable_release) {
            ApiStabilityLevel::Unstable
        } else if issues.iter().any(|i| i.severity >= IssueSeverity::High) {
            ApiStabilityLevel::MostlyStable
        } else {
            ApiStabilityLevel::Stable
        };

        if !issues.is_empty() {
            recommendations.push("Address identified issues before stable release".to_string());
        }

        Ok(ApiAnalysisResult {
            item_name: type_item.name.clone(),
            item_type: ApiItemType::Struct, // Simplified
            stability: StabilityAssessment {
                level: stability_level,
                confidence: if issues.is_empty() { 0.95 } else { 0.7 },
                risk_factors,
                mitigations: recommendations.clone(),
                breaking_changes: 0,
                experimental_features: 0,
            },
            issues,
            recommendations,
            documentation: DocumentationAssessment {
                has_docs: type_item.documentation,
                quality_score: if type_item.documentation { 0.8 } else { 0.0 },
                missing_elements: if type_item.documentation {
                    vec![]
                } else {
                    vec!["Type documentation".to_string()]
                },
                has_examples: type_item.documentation,
                documents_errors: true, // Types don't directly document errors
            },
            consistency_score: naming_score,
        })
    }

    /// Analyze a specific trait
    fn analyze_trait(&self, trait_item: &ApiTrait) -> InterpolateResult<ApiAnalysisResult> {
        let mut issues = Vec::new();
        let recommendations = Vec::new();
        let mut risk_factors = Vec::new();

        if trait_item.experimental && !self.config.allow_experimental_features {
            issues.push(ApiIssue {
                severity: IssueSeverity::High,
                category: IssueCategory::ApiDesign,
                description: "Trait marked as experimental".to_string(),
                location: trait_item.name.clone(),
                suggested_resolution: Some(
                    "Stabilize trait or exclude from stable release".to_string(),
                ),
                blocks_stable_release: true,
            });
        }

        if !trait_item.documentation {
            issues.push(ApiIssue {
                severity: IssueSeverity::High,
                category: IssueCategory::Documentation,
                description: "Trait lacks documentation".to_string(),
                location: trait_item.name.clone(),
                suggested_resolution: Some("Add comprehensive trait documentation".to_string()),
                blocks_stable_release: true,
            });
            risk_factors.push(RiskFactor::PoorDocumentation);
        }

        let naming_score = self.assess_naming_consistency(&trait_item.name, "trait");
        let stability_level = if issues.iter().any(|i| i.blocks_stable_release) {
            ApiStabilityLevel::Unstable
        } else {
            ApiStabilityLevel::Stable
        };

        Ok(ApiAnalysisResult {
            item_name: trait_item.name.clone(),
            item_type: ApiItemType::Trait,
            stability: StabilityAssessment {
                level: stability_level,
                confidence: 0.9,
                risk_factors,
                mitigations: recommendations.clone(),
                breaking_changes: 0,
                experimental_features: 0,
            },
            issues,
            recommendations,
            documentation: DocumentationAssessment {
                has_docs: trait_item.documentation,
                quality_score: if trait_item.documentation { 0.8 } else { 0.0 },
                missing_elements: if trait_item.documentation {
                    vec![]
                } else {
                    vec!["Trait documentation".to_string()]
                },
                has_examples: trait_item.documentation,
                documents_errors: true,
            },
            consistency_score: naming_score,
        })
    }

    /// Analyze a specific module
    fn analyze_module(&self, module: &ApiModule) -> InterpolateResult<ApiAnalysisResult> {
        let mut issues = Vec::new();
        let recommendations = Vec::new();
        let mut risk_factors = Vec::new();

        if module.experimental && !self.config.allow_experimental_features {
            issues.push(ApiIssue {
                severity: IssueSeverity::High,
                category: IssueCategory::ApiDesign,
                description: "Module marked as experimental".to_string(),
                location: module.name.clone(),
                suggested_resolution: Some(
                    "Stabilize module or exclude from stable release".to_string(),
                ),
                blocks_stable_release: true,
            });
            risk_factors.push(RiskFactor::BreakingChangePotential);
        }

        if !module.documentation {
            issues.push(ApiIssue {
                severity: IssueSeverity::Medium,
                category: IssueCategory::Documentation,
                description: "Module lacks documentation".to_string(),
                location: module.name.clone(),
                suggested_resolution: Some("Add module-level documentation".to_string()),
                blocks_stable_release: false,
            });
            risk_factors.push(RiskFactor::PoorDocumentation);
        }

        let naming_score = self.assess_naming_consistency(&module.name, "module");
        let stability_level = if issues.iter().any(|i| i.blocks_stable_release) {
            ApiStabilityLevel::Unstable
        } else {
            ApiStabilityLevel::Stable
        };

        Ok(ApiAnalysisResult {
            item_name: module.name.clone(),
            item_type: ApiItemType::Module,
            stability: StabilityAssessment {
                level: stability_level,
                confidence: 0.85,
                risk_factors,
                mitigations: recommendations.clone(),
                breaking_changes: 0,
                experimental_features: 0,
            },
            issues,
            recommendations,
            documentation: DocumentationAssessment {
                has_docs: module.documentation,
                quality_score: if module.documentation { 0.7 } else { 0.0 },
                missing_elements: if module.documentation {
                    vec![]
                } else {
                    vec!["Module documentation".to_string()]
                },
                has_examples: false, // Modules typically don't have examples
                documents_errors: false,
            },
            consistency_score: naming_score,
        })
    }

    /// Assess naming consistency
    fn assess_naming_consistency(&self, name: &str, item_type: &str) -> f32 {
        let mut score: f32 = 1.0;

        match item_type {
            "function" => {
                // Functions should be snake_case
                if !name
                    .chars()
                    .all(|c| c.is_lowercase() || c == '_' || c.is_ascii_digit())
                {
                    score -= 0.3;
                }
                // Should have descriptive verbs
                if !name.contains("interpolate")
                    && !name.contains("make")
                    && !name.contains("create")
                {
                    score -= 0.1;
                }
            }
            "type" => {
                // Types should be PascalCase
                if !name.chars().next().unwrap_or('a').is_uppercase() {
                    score -= 0.3;
                }
                // Should be nouns
                if name.ends_with("ing") || name.ends_with("ed") {
                    score -= 0.1;
                }
            }
            "trait" => {
                // Traits should be PascalCase
                if !name.chars().next().unwrap_or('a').is_uppercase() {
                    score -= 0.3;
                }
            }
            "module" => {
                // Modules should be snake_case
                if !name
                    .chars()
                    .all(|c| c.is_lowercase() || c == '_' || c.is_ascii_digit())
                {
                    score -= 0.3;
                }
            }
            _ => {}
        }

        score.max(0.0f32)
    }

    /// Detect potential breaking changes
    fn detect_breaking_changes(&mut self) -> InterpolateResult<()> {
        println!("Detecting potential breaking changes...");

        // Check for experimental features that might become breaking changes
        for result in &self.analysis_results {
            if let Some(_experimental_issue) = result
                .issues
                .iter()
                .find(|i| i.description.contains("experimental"))
            {
                self.breaking_changes.push(BreakingChangeAssessment {
                    description: format!(
                        "Experimental feature '{}' may introduce breaking changes",
                        result.item_name
                    ),
                    severity: BreakingChangeSeverity::Major,
                    affected_items: vec![result.item_name.clone()],
                    migration_path: Some("Provide migration guide when stabilizing".to_string()),
                    can_be_mitigated: true,
                    mitigation_strategy: Some(
                        "Deprecation period with clear migration path".to_string(),
                    ),
                });
            }
        }

        // Check for deprecated items that might be removed
        for func in &self.api_inventory.functions {
            if func.deprecated {
                self.deprecations.push(DeprecationItem {
                    item_name: func.name.clone(),
                    reason: "Superseded by improved implementation".to_string(),
                    replacement: Some("New improved version".to_string()),
                    removal_version: Some("0.2.0".to_string()),
                    timeline: DeprecationTimeline::Custom {
                        deprecated_in: "0.1.0".to_string(),
                        warning_period: 2,
                        remove_in: "0.2.0".to_string(),
                    },
                });
            }
        }

        Ok(())
    }

    /// Assess overall API consistency with enhanced 0.1.0 stable release checks
    fn assess_api_consistency(&self) -> InterpolateResult<f32> {
        if self.analysis_results.is_empty() {
            return Ok(0.0);
        }

        let mut total_score = 0.0;
        let mut check_count = 0;

        // Basic consistency score from analysis results
        let basic_score: f32 = self
            .analysis_results
            .iter()
            .map(|r| r.consistency_score)
            .sum::<f32>()
            / self.analysis_results.len() as f32;

        total_score += basic_score;
        check_count += 1;

        // Enhanced checks for stable release
        total_score += self.check_semver_compliance()?;
        check_count += 1;

        total_score += self.check_breaking_change_policy_compliance()?;
        check_count += 1;

        total_score += self.check_experimental_feature_handling()?;
        check_count += 1;

        total_score += self.check_deprecation_policy_compliance()?;
        check_count += 1;

        Ok(total_score / check_count as f32)
    }

    /// Check semantic versioning compliance for stable release
    fn check_semver_compliance(&self) -> InterpolateResult<f32> {
        let mut score: f32 = 1.0;

        // Check if all public APIs follow semver-compatible patterns
        for result in &self.analysis_results {
            match &result.item_type {
                ApiItemType::Function => {
                    // Functions should not have breaking changes marked
                    if result.stability.breaking_changes > 0 {
                        score -= 0.1;
                    }
                }
                ApiItemType::TypeAlias => {
                    // Public types should be stable
                    if result
                        .stability
                        .risk_factors
                        .contains(&RiskFactor::BreakingChangePotential)
                    {
                        score -= 0.1;
                    }
                }
                _ => {}
            }
        }

        Ok(score.max(0.0f32))
    }

    /// Check breaking change policy compliance
    fn check_breaking_change_policy_compliance(&self) -> InterpolateResult<f32> {
        let total_breaking_changes: usize = self.breaking_changes.len();

        if total_breaking_changes == 0 {
            return Ok(1.0);
        }

        // For stable release, we should have very few breaking changes
        let max_allowed = self.config.max_breaking_changes;

        if total_breaking_changes <= max_allowed {
            Ok(1.0 - (total_breaking_changes as f32 / (max_allowed + 1) as f32) * 0.5)
        } else {
            Ok(0.0) // Too many breaking changes for stable release
        }
    }

    /// Check experimental feature handling for stable release
    fn check_experimental_feature_handling(&self) -> InterpolateResult<f32> {
        let mut experimental_count = 0;
        let mut total_count = 0;

        for result in &self.analysis_results {
            total_count += 1;
            if result.stability.experimental_features > 0 {
                experimental_count += 1;
            }
        }

        if total_count == 0 {
            return Ok(1.0);
        }

        let experimental_ratio = experimental_count as f32 / total_count as f32;

        if self.config.allow_experimental_features {
            // Allow some experimental features but penalize heavily
            Ok((1.0 - experimental_ratio * 0.8).max(0.0))
        } else {
            // No experimental features allowed in stable release
            if experimental_count == 0 {
                Ok(1.0)
            } else {
                Ok(0.0)
            }
        }
    }

    /// Check deprecation policy compliance
    fn check_deprecation_policy_compliance(&self) -> InterpolateResult<f32> {
        let mut score: f32 = 1.0;

        for deprecation in &self.deprecations {
            match deprecation.timeline {
                DeprecationTimeline::Immediate => {
                    // Immediate deprecations are problematic for stable release
                    score -= 0.2;
                }
                DeprecationTimeline::NextMajorVersion => {
                    // This is acceptable
                }
                DeprecationTimeline::GracePeriod(_) => {
                    // Grace period deprecations are good
                    score += 0.1;
                }
                DeprecationTimeline::Custom { warning_period, .. } => {
                    // Custom timelines are good if they have adequate warning period
                    if warning_period >= 2 {
                        score += 0.05;
                    }
                }
            }
        }

        Ok(score.max(0.0f32).min(1.0f32))
    }

    /// Check documentation coverage
    fn check_documentation_coverage(&self) -> InterpolateResult<f32> {
        if self.analysis_results.is_empty() {
            return Ok(0.0);
        }

        let documented_count = self
            .analysis_results
            .iter()
            .filter(|r| r.documentation.has_docs)
            .count();

        Ok((documented_count as f32 / self.analysis_results.len() as f32) * 100.0)
    }

    /// Generate stability recommendations
    fn generate_stability_recommendations(&self) -> InterpolateResult<Vec<String>> {
        let mut recommendations = Vec::new();

        let critical_issues = self.get_critical_issues();
        if !critical_issues.is_empty() {
            recommendations.push(format!(
                "CRITICAL: Address {} critical issues before stable release",
                critical_issues.len()
            ));
        }

        let experimental_count = self
            .analysis_results
            .iter()
            .filter(|r| r.stability.level == ApiStabilityLevel::Experimental)
            .count();

        if experimental_count > 0 && !self.config.allow_experimental_features {
            recommendations.push(format!(
                "Remove or stabilize {} experimental features",
                experimental_count
            ));
        }

        let documentation_coverage = self.check_documentation_coverage().unwrap_or(0.0);
        if documentation_coverage < self.config.min_documentation_coverage {
            recommendations.push(format!(
                "Improve documentation coverage from {:.1}% to {:.1}%",
                documentation_coverage, self.config.min_documentation_coverage
            ));
        }

        let consistency_score = self.assess_api_consistency().unwrap_or(0.0);
        if consistency_score < self.config.min_consistency_score {
            recommendations.push(format!(
                "Improve API consistency from {:.2} to {:.2}",
                consistency_score, self.config.min_consistency_score
            ));
        }

        if self.breaking_changes.len() > self.config.max_breaking_changes {
            recommendations.push(format!(
                "Reduce breaking changes from {} to {}",
                self.breaking_changes.len(),
                self.config.max_breaking_changes
            ));
        }

        if recommendations.is_empty() {
            recommendations.push("API appears ready for stable release".to_string());
        }

        Ok(recommendations)
    }

    /// Assess overall stable release readiness
    fn assess_stable_release_readiness(&self) -> InterpolateResult<StableReleaseReadiness> {
        let critical_issues = self.get_critical_issues();
        let documentation_coverage = self.check_documentation_coverage().unwrap_or(0.0);
        let consistency_score = self.assess_api_consistency().unwrap_or(0.0);

        // Enhanced readiness checks for 0.1.0 stable release
        let semver_compliance = self.check_semver_compliance().unwrap_or(0.0);
        let breaking_change_compliance = self
            .check_breaking_change_policy_compliance()
            .unwrap_or(0.0);
        let experimental_handling = self.check_experimental_feature_handling().unwrap_or(0.0);
        let deprecation_compliance = self.check_deprecation_policy_compliance().unwrap_or(0.0);

        // Check for production readiness indicators
        let performance_validation_score = self.assess_performance_validation_readiness();
        let stability_validation_score = self.assess_stability_validation_readiness();
        let test_coverage_score = self.assess_test_coverage_readiness();

        let readiness = if !critical_issues.is_empty() {
            StableReleaseReadiness::NotReady
        } else if semver_compliance < 0.95 {
            // Semver compliance is critical for stable release
            StableReleaseReadiness::NotReady
        } else if breaking_change_compliance < 0.9 {
            // Too many breaking changes
            StableReleaseReadiness::NotReady
        } else if documentation_coverage < self.config.min_documentation_coverage {
            StableReleaseReadiness::NeedsWork
        } else if consistency_score < self.config.min_consistency_score {
            StableReleaseReadiness::NeedsWork
        } else if experimental_handling < 0.8 {
            // Too many experimental features for stable release
            StableReleaseReadiness::NeedsWork
        } else if deprecation_compliance < 0.8 {
            // Deprecation policy issues
            StableReleaseReadiness::NeedsWork
        } else if performance_validation_score < 0.8 {
            // Performance validation insufficient
            StableReleaseReadiness::NeedsWork
        } else if stability_validation_score < 0.9 {
            // Stability validation insufficient
            StableReleaseReadiness::NeedsWork
        } else if test_coverage_score < 0.8 {
            // Test coverage insufficient
            StableReleaseReadiness::NeedsWork
        } else {
            StableReleaseReadiness::Ready
        };

        Ok(readiness)
    }

    /// Assess performance validation readiness for stable release
    fn assess_performance_validation_readiness(&self) -> f32 {
        // This would check if performance benchmarks are in place
        // For now, we'll assess based on API stability patterns
        let mut score: f32 = 0.8; // Base score assuming basic performance considerations

        // Check if performance-critical APIs are stable
        for result in &self.analysis_results {
            if result.item_name.contains("interpolate")
                && result.stability.level == ApiStabilityLevel::Stable
            {
                score += 0.05;
            }
        }

        score.min(1.0)
    }

    /// Assess stability validation readiness for stable release
    fn assess_stability_validation_readiness(&self) -> f32 {
        let stable_count = self.count_stable_items();
        let total_count = self.count_total_api_items();

        if total_count == 0 {
            return 0.0;
        }

        // At least 90% of APIs should be stable for stable release
        let stability_ratio = stable_count as f32 / total_count as f32;
        stability_ratio
    }

    /// Assess test coverage readiness for stable release
    fn assess_test_coverage_readiness(&self) -> f32 {
        // This would ideally check actual test coverage
        // For now, we'll assess based on API completeness and documentation
        let documented_ratio = self.check_documentation_coverage().unwrap_or(0.0) / 100.0;

        // Well-documented APIs are more likely to be well-tested
        documented_ratio * 0.9 // Conservative estimate
    }

    /// Helper methods
    fn count_total_api_items(&self) -> usize {
        self.api_inventory.functions.len()
            + self.api_inventory.types.len()
            + self.api_inventory.traits.len()
            + self.api_inventory.modules.len()
    }

    fn count_stable_items(&self) -> usize {
        self.analysis_results
            .iter()
            .filter(|r| r.stability.level == ApiStabilityLevel::Stable)
            .count()
    }

    fn count_unstable_items(&self) -> usize {
        self.analysis_results
            .iter()
            .filter(|r| {
                matches!(
                    r.stability.level,
                    ApiStabilityLevel::Unstable | ApiStabilityLevel::Experimental
                )
            })
            .count()
    }

    fn get_critical_issues(&self) -> Vec<ApiIssue> {
        self.analysis_results
            .iter()
            .flat_map(|r| &r.issues)
            .filter(|i| i.severity == IssueSeverity::Critical || i.blocks_stable_release)
            .cloned()
            .collect()
    }
}

/// Complete API stabilization report
#[derive(Debug)]
pub struct ApiStabilizationReport {
    /// Overall readiness assessment
    pub overall_readiness: StableReleaseReadiness,
    /// API consistency score (0.0 to 1.0)
    pub consistency_score: f32,
    /// Documentation coverage percentage
    pub documentation_coverage: f32,
    /// Total API items analyzed
    pub total_items: usize,
    /// Number of stable items
    pub stable_items: usize,
    /// Number of unstable items
    pub unstable_items: usize,
    /// Detected breaking changes
    pub breaking_changes: Vec<BreakingChangeAssessment>,
    /// Critical issues that block release
    pub critical_issues: Vec<ApiIssue>,
    /// Detailed analysis results
    pub analysis_results: Vec<ApiAnalysisResult>,
    /// Recommendations for stable release
    pub recommendations: Vec<String>,
    /// Deprecation tracking
    pub deprecations: Vec<DeprecationItem>,
    /// Configuration used for analysis
    pub config: StabilizationConfig,
}

/// Stable release readiness levels
#[derive(Debug, Clone, PartialEq)]
pub enum StableReleaseReadiness {
    /// Ready for stable release
    Ready,
    /// Needs minor work before stable release
    NeedsWork,
    /// Major issues prevent stable release
    NotReady,
}

impl fmt::Display for ApiStabilizationReport {
    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
        writeln!(
            f,
            "=== API Stabilization Report for 0.1.0 Stable Release ==="
        )?;
        writeln!(f)?;
        writeln!(f, "Overall Readiness: {:?}", self.overall_readiness)?;
        writeln!(
            f,
            "API Consistency Score: {:.2}/1.0",
            self.consistency_score
        )?;
        writeln!(
            f,
            "Documentation Coverage: {:.1}%",
            self.documentation_coverage
        )?;
        writeln!(f)?;
        writeln!(f, "API Items Summary:")?;
        writeln!(f, "  Total Items: {}", self.total_items)?;
        writeln!(
            f,
            "  Stable Items: {} ({:.1}%)",
            self.stable_items,
            (self.stable_items as f32 / self.total_items as f32) * 100.0
        )?;
        writeln!(
            f,
            "  Unstable Items: {} ({:.1}%)",
            self.unstable_items,
            (self.unstable_items as f32 / self.total_items as f32) * 100.0
        )?;
        writeln!(f)?;

        if !self.critical_issues.is_empty() {
            writeln!(f, "Critical Issues ({}):", self.critical_issues.len())?;
            for issue in &self.critical_issues {
                writeln!(
                    f,
                    "  - {} ({}): {}",
                    issue.location,
                    format!("{:?}", issue.severity),
                    issue.description
                )?;
            }
            writeln!(f)?;
        }

        if !self.breaking_changes.is_empty() {
            writeln!(f, "Breaking Changes ({}):", self.breaking_changes.len())?;
            for change in &self.breaking_changes {
                writeln!(
                    f,
                    "  - {}: {}",
                    format!("{:?}", change.severity),
                    change.description
                )?;
            }
            writeln!(f)?;
        }

        writeln!(f, "Recommendations:")?;
        for recommendation in &self.recommendations {
            writeln!(f, "  - {}", recommendation)?;
        }

        Ok(())
    }
}

/// Convenience functions for quick API analysis
/// Run comprehensive API stabilization analysis with default configuration
pub fn analyze_api_for_stable_release() -> InterpolateResult<ApiStabilizationReport> {
    let config = StabilizationConfig::default();
    let mut analyzer = ApiStabilizationAnalyzer::new(config);
    analyzer.analyze_api_stability()
}

/// Run quick API analysis for development
pub fn quick_api_analysis() -> InterpolateResult<ApiStabilizationReport> {
    let config = StabilizationConfig {
        min_documentation_coverage: 80.0,
        max_breaking_changes: 5,
        min_consistency_score: 0.8,
        allow_experimental_features: true,
        strictness_level: StrictnessLevel::Standard,
    };
    let mut analyzer = ApiStabilizationAnalyzer::new(config);
    analyzer.analyze_api_stability()
}

/// Run API analysis with custom configuration
pub fn analyze_api_with_config(
    config: StabilizationConfig,
) -> InterpolateResult<ApiStabilizationReport> {
    let mut analyzer = ApiStabilizationAnalyzer::new(config);
    analyzer.analyze_api_stability()
}

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

    #[test]
    fn test_api_analyzer_creation() {
        let config = StabilizationConfig::default();
        let analyzer = ApiStabilizationAnalyzer::new(config);
        assert_eq!(analyzer.analysis_results.len(), 0);
    }

    #[test]
    fn test_naming_consistency() {
        let config = StabilizationConfig::default();
        let analyzer = ApiStabilizationAnalyzer::new(config);

        // Test function naming
        assert!(analyzer.assess_naming_consistency("linear_interpolate", "function") > 0.8);
        assert!(analyzer.assess_naming_consistency("LinearInterpolate", "function") < 0.8);

        // Test type naming
        assert!(analyzer.assess_naming_consistency("RBFInterpolator", "type") > 0.8);
        assert!(analyzer.assess_naming_consistency("rbf_interpolator", "type") < 0.8);
    }

    #[test]
    fn test_quick_api_analysis() {
        let result = quick_api_analysis();
        assert!(result.is_ok());
    }
}