Repository navigation
Expand file tree
/
Copy pathpython_module.py
More file actions
443 lines (409 loc) · 19.4 KB
/
Copy pathpython_module.py
File metadata and controls
443 lines (409 loc) · 19.4 KB
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
from tree_sitter import Language, Parser
from tree_sitter_languages import get_language
from dataclasses import dataclass
import ast
from pathlib import Path
from utils.logger import warning_logger, debug_log
import os
# it's a dict
# have a items() for loop
# classed的argument_list匹配类似A(base)中的base
PY_QUREISE = {
"imports":"""
(import_statement name : (_) @import)
(import_from_statement) @from_import_stmt
""",
"classes": """
(class_definition
name: (identifier) @name
superclasses: (argument_list)? @superclasses
body: (block) @body)
""",
"functions": """
(function_definition
name: (identifier) @name
parameters: (parameters) @parameters
body: (block) @body
return_type: (_)? @return_type)
""",
"calls": """
(call function: (identifier) @name)
(call function: (attribute attribute: (identifier) @name) @full_call)
""",
"variables": """
(assignment
left: (identifier) @name)
""",
"lambda_assignments": """
(assignment
left: (identifier) @name
right: (lambda) @lambda_node)
""",
}
class ParserWrapper:
def __init__(self, lang_name: str):
# myself
self.lang_name = lang_name
# -trans
self.lang: Language = get_language(lang_name)
# -setup-conf
self.parser = Parser()
self.parser.set_language(self.lang)
# to PythonParser,it's a enhance
self.lang_parser = PythonParser(self)
def create_func_class_table(self, files: list[Path]) -> dict:
table = {}
query_str = """
(function_definition name: (identifier) @name)
(class_definition name: (identifier) @name)
"""
query = self.lang.query(query_str)
for file_path in files:
with open(file_path, 'r', encoding='utf-8') as f:
code = f.read()
tree = self.parser.parse(bytes(code, 'utf-8'))
root_node = tree.root_node
for node, tag in query.captures(root_node):
if tag == 'name':
name = node.text.decode('utf-8')
if name not in table:
table[name] = []
# Normalize path to use forward slashes for consistency
normalized_path = str(file_path.resolve()).replace('\\', '/')
table[name].append(normalized_path)
return table
def parse_file(self, repo_path, file_path: Path, is_dependency: bool = False) -> dict:
'''Parse a single file and return its metadata. add a new field 'repo_path' to file_data'''
file_data = self.lang_parser.parse(file_path, is_dependency=is_dependency)
file_data['repo_path'] = str(repo_path)
debug_log(f"Parsed file: {file_path}, found {len(file_data.get('functions', []))} functions and {len(file_data.get('classes', []))} classes.")
return file_data
class PythonParser:
def __init__(self, parser_wrapper):
# from parser_wrapper, a inherit somehow
self.parser_wrapper = parser_wrapper
self.lang_name = parser_wrapper.lang_name
self.lang = parser_wrapper.lang
self.parser = parser_wrapper.parser
# myself
print(f"debug:queries init, maybe leak a arg {self.lang.language_id}")
self.queries = {name: self.lang.query(query_str) for name, query_str in PY_QUREISE.items()}
def _get_node_text(self, node):
return node.text.decode('utf-8')
def _get_parent_context(self, node, types=('function_definition','class_definition')):
# walkup from arg:node
curr = node.parent
while curr:
if curr.type in types:
curr_in_type_child_is_name = curr.child_by_field_name('name')
return (
self._get_node_text(curr_in_type_child_is_name) if curr_in_type_child_is_name else None,
curr.type,
curr.start_point[0] + 1
)
curr = curr.parent
return None, None, None
def _get_docstring(self, body_node):
if body_node and body_node.child_count > 0:
first_child = body_node.children[0]
if first_child.type == 'expression_statement' and first_child.children[0].type == 'string':
try:
return ast.literal_eval(self._get_node_text(first_child.children[0]))
except (ValueError, SyntaxError):
return self._get_node_text(first_child.children[0])
return None
def _find_imports(self, root_node):
# local var
imports = []
picked_imports = set()
query = self.queries['imports']
# loop
for node, tag in query.captures(root_node):
import_meta = None
if tag in ('import', 'from_import_stmt'):
# For import
if tag == 'import':
node_text = self._get_node_text(node)
# about alias
alias = None
if ' as ' in node_text:
# so we have a alias
fullname_and_alias = node_text.split(' as ')
fullname = fullname_and_alias[0]
alias = fullname_and_alias[1]
else:
# so we dont have a alias
fullname = node_text.strip()
# about imports module record
if fullname in picked_imports:
# we have picked it
continue
else:
picked_imports.add(fullname)
# fill dataclass
import_meta = {
"name": fullname,
"full_import_name": fullname,
"start_line": node.start_point[0] + 1,
"alias": alias,
"context": self._get_parent_context(node)[:2],
"lang": self.lang_name,
"is_dependency": False
}
imports.append(import_meta)
# For from_import_statement
elif tag == 'from_import_stmt':
# For import .. from <>
subnode_module = node.child_by_field_name('module_name')
subnode_module_text = self._get_node_text(subnode_module)
if not subnode_module: continue
# For import <> from ..
subnode_be_imported = node.child_by_field_name('name')
if subnode_be_imported:
for child in subnode_be_imported.children:
child_name_node_text = None
child_alias_node_text = None
if child.type == 'aliased_import':
child_name_node = child.child_by_field_name('name')
child_alias_node = child.child_by_field_name('alias')
if child_name_node:
child_name_node_text = self._get_node_text(child_name_node)
if child_alias_node:
child_alias_node_text = self._get_node_text(child_alias_node)
elif child.type == 'dotted_name' or child.type == 'identifier':
child_name_node_text = self._get_node_text(child)
# Only create import_meta if we successfully extracted the name
if child_name_node_text:
child_fullname = f"{subnode_module_text}.{child_name_node_text}"
if child_fullname in picked_imports:
continue
else:
picked_imports.add(child_fullname)
# fill dataclass
import_meta = {
"name": child_name_node_text,
"full_import_name": child_fullname,
"start_line": node.start_point[0] + 1,
"alias": child_alias_node_text,
"context": self._get_parent_context(child)[:2],
"lang": self.lang_name,
"is_dependency": False
}
imports.append(import_meta)
return imports
def _find_classes(self, root_node):
# local var
classes = []
query = self.queries['classes']
# loop
for node, tag in query.captures(root_node):
class_meta = None
if tag == 'name':
class_name = self._get_node_text(node)
class_node = node.parent
class_body_node = class_node.child_by_field_name('body')
# superclasses
base_classes_node = class_node.child_by_field_name('superclasses')
base_classes = []
if base_classes_node:
for child in base_classes_node.children:
if child.type == 'identifier' or child.type == 'attribute':
base_classes.append(self._get_node_text(child))
# context
context,_,_ = self._get_parent_context(class_node)
# decorator - check if parent is decorated_definition
decorators = []
if class_node.parent and class_node.parent.type == 'decorated_definition':
decorators = [self._get_node_text(child) for child in class_node.parent.children if child.type == 'decorator']
# fill metadata
class_meta = {
"name": class_name,
"source": self._get_node_text(class_node),
"decorators": decorators,
"base_classes": base_classes,
"start_line": class_node.start_point[0] + 1,
"end_line": class_node.end_point[0] + 1,
"docstring": self._get_docstring(class_body_node),
"context": context,
"lang": self.lang_name,
"is_dependency": False
}
classes.append(class_meta)
return classes
def _find_functions(self, root_node):
functions = []
query = self.queries['functions']
for node, tag in query.captures(root_node):
function_meta = None
if tag == 'name':
function_name = self._get_node_text(node)
function_node = node.parent
function_body_node = function_node.child_by_field_name('body')
# parameters
parameters_node = function_node.child_by_field_name('parameters')
parameters = []
if parameters_node:
for child in parameters_node.children:
param_text = None
if child.type == 'identifier':
param_text = self._get_node_text(child)
elif child.type == 'default_parameter':
param_name_node = child.child_by_field_name('name')
if param_name_node:
param_text = self._get_node_text(param_name_node)
elif child.type == 'typed_parameter':
param_name_node = child.child_by_field_name('name')
if param_name_node:
param_text = self._get_node_text(param_name_node)
elif child.type == 'typed_default_parameter':
param_name_node = child.child_by_field_name('name')
if param_name_node:
param_text = self._get_node_text(param_name_node)
if param_text:
parameters.append(param_text)
# return type
return_type_node = function_node.child_by_field_name('return_type')
return_type = None
if return_type_node:
return_type = self._get_node_text(return_type_node)
# context
context,context_type,_ = self._get_parent_context(function_node)
class_context,_,_ = self._get_parent_context(function_node,types=('class_definition',))
# decorator - check if parent is decorated_definition
decorators = []
if function_node.parent and function_node.parent.type == 'decorated_definition':
decorators = [self._get_node_text(child) for child in function_node.parent.children if child.type == 'decorator']
# fill metadata
function_meta = {
"name": function_name,
"source": self._get_node_text(function_node),
"decorators": decorators,
"parameters": parameters,
"return_type": return_type,
"start_line": function_node.start_point[0] + 1,
"end_line": function_node.end_point[0] + 1,
"docstring": self._get_docstring(function_body_node),
"context": context,
"context_type": context_type,
"class_context": class_context,
"lang": self.lang_name,
"is_dependency": False
}
functions.append(function_meta)
return functions
def _find_calls(self, root_node):
calls = []
query = self.queries['calls']
for node, tag in query.captures(root_node):
call_meta = None
if tag == 'name':
call_name = self._get_node_text(node)
call_node = node.parent if node.parent.type == 'call' else node.parent.parent
full_call_node = call_node.child_by_field_name('function')
# params
params = []
params_node = call_node.child_by_field_name('arguments')
if params_node:
params_text = [self._get_node_text(child) for child in params_node.children]
if params_text:
params.append(params_text)
# context (function or class) ; no long limit
context = self._get_parent_context(node)
# fill metadata
call_meta = {
"name": call_name,
"full_name": self._get_node_text(full_call_node),
"parameters": params,
"start_line": node.start_point[0] + 1,
"end_line": node.end_point[0] + 1,
"context": context,
"class_context": self._get_parent_context(call_node, types=('class_definition',))[:2],
"lang": self.lang_name,
"is_dependency": False
}
calls.append(call_meta)
return calls
def _find_variables(self, root_node):
variables = []
query = self.queries['variables']
for node, tag in query.captures(root_node):
variable_meta = None
if tag == 'name':
variable_name = self._get_node_text(node)
assignment_node = node.parent
right_node = assignment_node.child_by_field_name('right')
if right_node and right_node.type == 'lambda':
# skip lambda assignments
continue
value = self._get_node_text(right_node) if right_node else None
type_node = assignment_node.child_by_field_name('type')
type_text = self._get_node_text(type_node) if type_node else None
# context (function or class) ; no long limit
context,_,_ = self._get_parent_context(node)
class_context,_,_ = self._get_parent_context(node, types=('class_definition',))
# fill metadata
variable_meta = {
"name": variable_name,
"value": value,
"type": type_text,
"start_line": node.start_point[0] + 1,
"end_line": node.end_point[0] + 1,
"context": context,
"class_context": class_context,
"lang": self.lang_name,
"is_dependency": False
}
variables.append(variable_meta)
return variables
def _find_lambda_assignments(self, root_node):
lambda_assignments = []
query = self.queries['lambda_assignments']
for node, tag in query.captures(root_node):
lambda_meta = None
if tag == 'name':
variable_name = self._get_node_text(node)
assignment_node = node.parent
lambda_node = assignment_node.child_by_field_name('right')
params_node = lambda_node.child_by_field_name('parameters')
# context (function or class) ; no long limit
context,context_type,_ = self._get_parent_context(assignment_node)
class_context,_,_ = self._get_parent_context(assignment_node, types=('class_definition',))
# fill metadata
lambda_meta = {
"name": variable_name,
"source": self._get_node_text(assignment_node),
"start_line": node.start_point[0] + 1,
"end_line": assignment_node.end_point[0] + 1,
"context": context,
"context_type": context_type,
"class_context": class_context,
"lang": self.lang_name,
"is_dependency": False
}
lambda_assignments.append(lambda_meta)
return lambda_assignments
def parse(self, file_path: Path, is_dependency: bool = False) -> dict:
# read file content
with open(file_path, 'r', encoding='utf-8') as f:
code = f.read()
# parse to tree
tree = self.parser.parse(bytes(code, 'utf-8'))
root_node = tree.root_node
# extract metadata
imports = self._find_imports(root_node)
classes = self._find_classes(root_node)
functions = self._find_functions(root_node)
functions.extend(self._find_lambda_assignments(root_node))
calls = self._find_calls(root_node)
variables = self._find_variables(root_node)
# return all metadata
return {
"file_path": str(file_path),
"imports": imports,
"classes": classes,
"functions": functions,
"function_calls": calls,
"variables": variables,
"is_dependency": is_dependency,
"lang": self.lang_name
}