loctree 0.8.16

Structural code intelligence for AI agents. Scan once, query everything.
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
//! Python symbol usage extraction.
//!
//! Handles extraction of symbol usages from:
//! - Type hints (annotations, generics, factory patterns)
//! - Container literals (tuples, lists, dicts)
//! - Function calls
//! - Bare class references (return statements, isinstance, issubclass, raise)
//!
//! VibeCrafted with AI Agents (c)2026 Loctree Team

use super::helpers::{
    PYTHON_KEYWORDS, SKIP_BUILTINS, SKIP_TYPE_HINTS, TYPE_FACTORIES, bytes_match_keyword,
    extract_ascii_ident,
};

/// Extract identifiers used in type hints from Python code.
/// This catches patterns like `x: MyClass`, `def foo(x: MyClass)`, `List[MyClass]`, `dict[str, MyClass]`
/// Also catches factory patterns like `defaultdict(MyClass)`, `set(MyClass)` etc.
pub(super) fn extract_type_hint_usages(content: &str, local_uses: &mut Vec<String>) {
    let bytes = content.as_bytes();
    let len = bytes.len();

    let mut i = 0;
    while i < len {
        // Look for `:` or `->` followed by type annotation
        if bytes[i] == b':' || (i + 1 < len && bytes[i] == b'-' && bytes[i + 1] == b'>') {
            if bytes[i] == b'-' {
                i += 2; // skip `->`
            } else {
                i += 1; // skip `:`
            }

            // Skip whitespace
            while i < len && bytes[i].is_ascii_whitespace() {
                i += 1;
            }

            // Now extract identifiers from the type annotation
            // Handle nested brackets for generics like Dict[str, List[MyClass]]
            let mut bracket_depth = 0;
            let start_pos = i;

            while i < len {
                match bytes[i] {
                    b'[' => {
                        bracket_depth += 1;
                        i += 1;
                    }
                    b']' => {
                        if bracket_depth > 0 {
                            bracket_depth -= 1;
                        }
                        i += 1;
                    }
                    b',' | b')' | b'\n' | b'#' | b'=' if bracket_depth == 0 => {
                        break;
                    }
                    _ if bytes[i].is_ascii_alphabetic() || bytes[i] == b'_' => {
                        let ident_start = i;
                        while i < len && (bytes[i].is_ascii_alphanumeric() || bytes[i] == b'_') {
                            i += 1;
                        }
                        let ident = extract_ascii_ident(bytes, ident_start, i);
                        if !ident.is_empty()
                            && !SKIP_TYPE_HINTS.contains(&ident.as_str())
                            && !local_uses.contains(&ident)
                        {
                            local_uses.push(ident);
                        }
                    }
                    _ => {
                        i += 1;
                    }
                }

                // Stop if we've gone too far (reasonable limit for type annotations)
                if i - start_pos > 500 {
                    break;
                }
            }
        }
        // Look for factory calls like defaultdict(MyClass)
        else if bytes[i].is_ascii_alphabetic() || bytes[i] == b'_' {
            let ident_start = i;
            while i < len && (bytes[i].is_ascii_alphanumeric() || bytes[i] == b'_') {
                i += 1;
            }
            let ident = extract_ascii_ident(bytes, ident_start, i);

            if TYPE_FACTORIES.contains(&ident.as_str()) {
                // Skip whitespace
                while i < len && bytes[i].is_ascii_whitespace() {
                    i += 1;
                }
                // Check for opening paren
                if i < len && bytes[i] == b'(' {
                    i += 1;
                    // Skip whitespace
                    while i < len && bytes[i].is_ascii_whitespace() {
                        i += 1;
                    }
                    // Extract the type argument
                    if i < len && (bytes[i].is_ascii_alphabetic() || bytes[i] == b'_') {
                        let type_start = i;
                        while i < len && (bytes[i].is_ascii_alphanumeric() || bytes[i] == b'_') {
                            i += 1;
                        }
                        let type_ident = extract_ascii_ident(bytes, type_start, i);
                        if !type_ident.is_empty()
                            && !SKIP_TYPE_HINTS.contains(&type_ident.as_str())
                            && !local_uses.contains(&type_ident)
                        {
                            local_uses.push(type_ident);
                        }
                    }
                }
            }
        } else {
            i += 1;
        }
    }
}

/// Extract class references from tuple/list/dict literals.
/// This catches patterns like:
/// - `(ClassName, 'value')` - tuple literals
/// - `[ClassName, other]` - list literals
/// - `{'key': ClassName}` - dict values
/// - `self.classes = (Foo, Bar)` - class attribute assignments
pub(super) fn extract_class_from_containers(content: &str, local_uses: &mut Vec<String>) {
    let bytes = content.as_bytes();
    let len = bytes.len();
    let mut i = 0;

    while i < len {
        let ch = bytes[i];

        // Look for container opening: ( [ {
        if ch == b'(' || ch == b'[' || ch == b'{' {
            i += 1;
            let closing = match ch {
                b'(' => b')',
                b'[' => b']',
                b'{' => b'}',
                _ => unreachable!(),
            };

            // Parse identifiers within the container
            let mut depth = 1;
            while i < len && depth > 0 {
                match bytes[i] {
                    b'(' | b'[' | b'{' => depth += 1,
                    b')' | b']' | b'}' => {
                        if bytes[i] == closing {
                            depth -= 1;
                        }
                    }
                    b'\'' | b'"' => {
                        // Skip string literals
                        let quote = bytes[i];
                        i += 1;
                        while i < len && bytes[i] != quote {
                            if bytes[i] == b'\\' {
                                i += 1; // Skip escaped character
                            }
                            i += 1;
                        }
                    }
                    _ if bytes[i].is_ascii_alphabetic() || bytes[i] == b'_' => {
                        let start = i;
                        while i < len && (bytes[i].is_ascii_alphanumeric() || bytes[i] == b'_') {
                            i += 1;
                        }
                        let ident = extract_ascii_ident(bytes, start, i);

                        // Skip if followed by '=' (dict key) or '(' (function call)
                        let mut j = i;
                        while j < len && bytes[j].is_ascii_whitespace() {
                            j += 1;
                        }
                        let is_dict_key = j < len && bytes[j] == b'=';
                        let is_function_call = j < len && bytes[j] == b'(';

                        if !ident.is_empty()
                            && !is_dict_key
                            && !is_function_call
                            && !SKIP_BUILTINS.contains(&ident.as_str())
                            && !local_uses.contains(&ident)
                        {
                            local_uses.push(ident);
                        }
                        continue;
                    }
                    _ => {}
                }
                i += 1;
            }
            continue;
        }
        i += 1;
    }
}

/// Extract function calls from Python code to detect local usage.
/// This catches patterns like `func_name(...)` which indicate the function is used.
pub(super) fn extract_python_function_calls(content: &str, local_uses: &mut Vec<String>) {
    let bytes = content.as_bytes();
    let len = bytes.len();
    let mut i = 0;

    while i < len {
        // Look for identifier followed by `(`
        if bytes[i].is_ascii_alphabetic() || bytes[i] == b'_' {
            let start = i;
            while i < len && (bytes[i].is_ascii_alphanumeric() || bytes[i] == b'_') {
                i += 1;
            }
            let ident = extract_ascii_ident(bytes, start, i);

            // Skip whitespace
            while i < len && bytes[i].is_ascii_whitespace() {
                i += 1;
            }

            // Check if followed by `(`
            if i < len
                && bytes[i] == b'('
                && !ident.is_empty()
                && !PYTHON_KEYWORDS.contains(&ident.as_str())
                && !local_uses.contains(&ident)
            {
                local_uses.push(ident);
            }
        } else {
            i += 1;
        }
    }
}

/// Extract bare class name references from Python code.
/// This catches patterns like:
/// - `return ClassName` - bare class name in return statement
/// - `issubclass(x, ClassName)` - class as function argument
/// - `isinstance(obj, MyClass)` - class as function argument
/// - `raise CustomError` - exception class names
pub(super) fn extract_bare_class_references(content: &str, local_uses: &mut Vec<String>) {
    let bytes = content.as_bytes();
    let len = bytes.len();
    let mut i = 0;

    while i < len {
        // Look for "return" keyword (use byte comparison, not string slicing)
        if bytes_match_keyword(bytes, i, b"return") {
            // Check it's a word boundary
            if i == 0 || !bytes[i - 1].is_ascii_alphanumeric() {
                i += 6;
                // Skip whitespace
                while i < len && bytes[i].is_ascii_whitespace() {
                    i += 1;
                }
                // Extract identifier after return
                if i < len && (bytes[i].is_ascii_alphabetic() || bytes[i] == b'_') {
                    let start = i;
                    while i < len && (bytes[i].is_ascii_alphanumeric() || bytes[i] == b'_') {
                        i += 1;
                    }
                    let ident = extract_ascii_ident(bytes, start, i);
                    if !ident.is_empty()
                        && !SKIP_BUILTINS.contains(&ident.as_str())
                        && !local_uses.contains(&ident)
                    {
                        local_uses.push(ident);
                    }
                }
                continue;
            }
        }

        // Look for "raise" keyword (exception class names)
        if bytes_match_keyword(bytes, i, b"raise")
            && (i == 0 || !bytes[i - 1].is_ascii_alphanumeric())
        {
            i += 5;
            while i < len && bytes[i].is_ascii_whitespace() {
                i += 1;
            }
            if i < len && (bytes[i].is_ascii_alphabetic() || bytes[i] == b'_') {
                let start = i;
                while i < len
                    && (bytes[i].is_ascii_alphanumeric() || bytes[i] == b'_' || bytes[i] == b'.')
                {
                    i += 1;
                }
                let ident = extract_ascii_ident(bytes, start, i);
                // Extract last component if dotted
                let simple = ident.rsplit('.').next().unwrap_or(&ident);
                if !ident.is_empty()
                    && !SKIP_BUILTINS.contains(&simple)
                    && !local_uses.contains(&simple.to_string())
                {
                    local_uses.push(simple.to_string());
                }
            }
            continue;
        }

        // Look for isinstance/issubclass calls (use byte comparison)
        let is_isinstance = bytes_match_keyword(bytes, i, b"isinstance");
        let is_issubclass = bytes_match_keyword(bytes, i, b"issubclass");
        if (is_isinstance || is_issubclass) && (i == 0 || !bytes[i - 1].is_ascii_alphanumeric()) {
            i += 10; // Both "isinstance" and "issubclass" are 10 chars
            // Skip whitespace and opening paren
            while i < len && (bytes[i].is_ascii_whitespace() || bytes[i] == b'(') {
                i += 1;
            }

            // Skip first argument (object/class to check)
            let mut paren_depth = 0;
            while i < len {
                match bytes[i] {
                    b'(' => paren_depth += 1,
                    b')' => {
                        if paren_depth == 0 {
                            break;
                        }
                        paren_depth -= 1;
                    }
                    b',' if paren_depth == 0 => {
                        i += 1;
                        break;
                    }
                    _ => {}
                }
                i += 1;
            }

            // Now extract the class name (second argument)
            while i < len && bytes[i].is_ascii_whitespace() {
                i += 1;
            }
            if i < len && (bytes[i].is_ascii_alphabetic() || bytes[i] == b'_') {
                let start = i;
                while i < len && (bytes[i].is_ascii_alphanumeric() || bytes[i] == b'_') {
                    i += 1;
                }
                let ident = extract_ascii_ident(bytes, start, i);
                if !ident.is_empty()
                    && !SKIP_BUILTINS.contains(&ident.as_str())
                    && !local_uses.contains(&ident)
                {
                    local_uses.push(ident);
                }
            }
            continue;
        }

        i += 1;
    }
}

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

    #[test]
    fn type_hint_skips_builtins() {
        let mut uses = Vec::new();
        let content = "def foo(x: str, y: int) -> bool: pass";
        extract_type_hint_usages(content, &mut uses);

        // Should NOT contain builtins
        assert!(!uses.contains(&"str".to_string()));
        assert!(!uses.contains(&"int".to_string()));
        assert!(!uses.contains(&"bool".to_string()));
    }

    #[test]
    fn detects_nested_generic_type_hints() {
        let mut uses = Vec::new();
        let content = "cache: Dict[str, List[MyClass]] = {}";
        extract_type_hint_usages(content, &mut uses);

        assert!(
            uses.contains(&"MyClass".to_string()),
            "MyClass not found in: {:?}",
            uses
        );
    }

    #[test]
    fn detects_class_in_tuple_literal() {
        let mut uses = Vec::new();
        let content = r#"
class StringTypePrinter: pass
class SliceTypePrinter: pass

how = ((StringTypePrinter, 'len'),
       (SliceTypePrinter, 'len'))
"#;
        extract_class_from_containers(content, &mut uses);

        assert!(
            uses.contains(&"StringTypePrinter".to_string()),
            "StringTypePrinter not found in: {:?}",
            uses
        );
        assert!(
            uses.contains(&"SliceTypePrinter".to_string()),
            "SliceTypePrinter not found in: {:?}",
            uses
        );
    }

    #[test]
    fn detects_class_in_list_literal() {
        let mut uses = Vec::new();
        let content = r#"
class Foo: pass
class Bar: pass

items = [Foo, Bar, 'string']
"#;
        extract_class_from_containers(content, &mut uses);

        assert!(uses.contains(&"Foo".to_string()));
        assert!(uses.contains(&"Bar".to_string()));
        // String literals should be skipped
        assert!(!uses.iter().any(|s| s.contains("string")));
    }

    #[test]
    fn detects_class_in_dict_literal() {
        let mut uses = Vec::new();
        let content = r#"
class Handler: pass
class Parser: pass

mapping = {'handler': Handler, 'parser': Parser}
"#;
        extract_class_from_containers(content, &mut uses);

        assert!(uses.contains(&"Handler".to_string()));
        assert!(uses.contains(&"Parser".to_string()));
    }

    #[test]
    fn skips_builtins_in_containers() {
        let mut uses = Vec::new();
        let content = r#"
types = (str, int, bool, None, True, False)
"#;
        extract_class_from_containers(content, &mut uses);

        // Should not contain any builtins
        assert!(!uses.contains(&"str".to_string()));
        assert!(!uses.contains(&"int".to_string()));
        assert!(!uses.contains(&"bool".to_string()));
        assert!(!uses.contains(&"None".to_string()));
        assert!(!uses.contains(&"True".to_string()));
        assert!(!uses.contains(&"False".to_string()));
    }

    #[test]
    fn detects_function_calls() {
        let mut uses = Vec::new();
        let content = r#"
def helper():
    pass

result = helper()
"#;
        extract_python_function_calls(content, &mut uses);

        assert!(uses.contains(&"helper".to_string()));
    }

    #[test]
    fn skips_keywords_in_function_calls() {
        let mut uses = Vec::new();
        let content = r#"
if condition:
    for item in items:
        pass
"#;
        extract_python_function_calls(content, &mut uses);

        assert!(!uses.contains(&"if".to_string()));
        assert!(!uses.contains(&"for".to_string()));
    }
}