Update syntax_match.py
Browse files- syntax_match.py +1272 -5
syntax_match.py
CHANGED
@@ -1,13 +1,1280 @@
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# Copyright (c) Microsoft Corporation.
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# Licensed under the MIT license.
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-
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from parser import (remove_comments_and_docstrings,
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tree_to_token_index,
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index_to_code_token,
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tree_to_variable_index)
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from tree_sitter import Language, Parser
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dfg_function={
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'python':DFG_python,
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'java':DFG_java,
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# Copyright (c) Microsoft Corporation.
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# Licensed under the MIT license.
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5 |
from tree_sitter import Language, Parser
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import re
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from io import StringIO
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import tokenize
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def remove_comments_and_docstrings(source,lang):
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if lang in ['python']:
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"""
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Returns 'source' minus comments and docstrings.
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"""
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io_obj = StringIO(source)
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out = ""
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17 |
+
prev_toktype = tokenize.INDENT
|
18 |
+
last_lineno = -1
|
19 |
+
last_col = 0
|
20 |
+
for tok in tokenize.generate_tokens(io_obj.readline):
|
21 |
+
token_type = tok[0]
|
22 |
+
token_string = tok[1]
|
23 |
+
start_line, start_col = tok[2]
|
24 |
+
end_line, end_col = tok[3]
|
25 |
+
ltext = tok[4]
|
26 |
+
if start_line > last_lineno:
|
27 |
+
last_col = 0
|
28 |
+
if start_col > last_col:
|
29 |
+
out += (" " * (start_col - last_col))
|
30 |
+
# Remove comments:
|
31 |
+
if token_type == tokenize.COMMENT:
|
32 |
+
pass
|
33 |
+
# This series of conditionals removes docstrings:
|
34 |
+
elif token_type == tokenize.STRING:
|
35 |
+
if prev_toktype != tokenize.INDENT:
|
36 |
+
# This is likely a docstring; double-check we're not inside an operator:
|
37 |
+
if prev_toktype != tokenize.NEWLINE:
|
38 |
+
if start_col > 0:
|
39 |
+
out += token_string
|
40 |
+
else:
|
41 |
+
out += token_string
|
42 |
+
prev_toktype = token_type
|
43 |
+
last_col = end_col
|
44 |
+
last_lineno = end_line
|
45 |
+
temp=[]
|
46 |
+
for x in out.split('\n'):
|
47 |
+
if x.strip()!="":
|
48 |
+
temp.append(x)
|
49 |
+
return '\n'.join(temp)
|
50 |
+
elif lang in ['ruby']:
|
51 |
+
return source
|
52 |
+
else:
|
53 |
+
def replacer(match):
|
54 |
+
s = match.group(0)
|
55 |
+
if s.startswith('/'):
|
56 |
+
return " " # note: a space and not an empty string
|
57 |
+
else:
|
58 |
+
return s
|
59 |
+
pattern = re.compile(
|
60 |
+
r'//.*?$|/\*.*?\*/|\'(?:\\.|[^\\\'])*\'|"(?:\\.|[^\\"])*"',
|
61 |
+
re.DOTALL | re.MULTILINE
|
62 |
+
)
|
63 |
+
temp=[]
|
64 |
+
for x in re.sub(pattern, replacer, source).split('\n'):
|
65 |
+
if x.strip()!="":
|
66 |
+
temp.append(x)
|
67 |
+
return '\n'.join(temp)
|
68 |
+
|
69 |
+
def tree_to_token_index(root_node):
|
70 |
+
if (len(root_node.children)==0 or root_node.type in ['string_literal','string','character_literal']) and root_node.type!='comment':
|
71 |
+
return [(root_node.start_point,root_node.end_point)]
|
72 |
+
else:
|
73 |
+
code_tokens=[]
|
74 |
+
for child in root_node.children:
|
75 |
+
code_tokens+=tree_to_token_index(child)
|
76 |
+
return code_tokens
|
77 |
+
|
78 |
+
def tree_to_variable_index(root_node,index_to_code):
|
79 |
+
if (len(root_node.children)==0 or root_node.type in ['string_literal','string','character_literal']) and root_node.type!='comment':
|
80 |
+
index=(root_node.start_point,root_node.end_point)
|
81 |
+
_,code=index_to_code[index]
|
82 |
+
if root_node.type!=code:
|
83 |
+
return [(root_node.start_point,root_node.end_point)]
|
84 |
+
else:
|
85 |
+
return []
|
86 |
+
else:
|
87 |
+
code_tokens=[]
|
88 |
+
for child in root_node.children:
|
89 |
+
code_tokens+=tree_to_variable_index(child,index_to_code)
|
90 |
+
return code_tokens
|
91 |
+
|
92 |
+
def index_to_code_token(index,code):
|
93 |
+
start_point=index[0]
|
94 |
+
end_point=index[1]
|
95 |
+
if start_point[0]==end_point[0]:
|
96 |
+
s=code[start_point[0]][start_point[1]:end_point[1]]
|
97 |
+
else:
|
98 |
+
s=""
|
99 |
+
s+=code[start_point[0]][start_point[1]:]
|
100 |
+
for i in range(start_point[0]+1,end_point[0]):
|
101 |
+
s+=code[i]
|
102 |
+
s+=code[end_point[0]][:end_point[1]]
|
103 |
+
return s
|
104 |
+
|
105 |
+
|
106 |
+
def DFG_python(root_node,index_to_code,states):
|
107 |
+
assignment=['assignment','augmented_assignment','for_in_clause']
|
108 |
+
if_statement=['if_statement']
|
109 |
+
for_statement=['for_statement']
|
110 |
+
while_statement=['while_statement']
|
111 |
+
do_first_statement=['for_in_clause']
|
112 |
+
def_statement=['default_parameter']
|
113 |
+
states=states.copy()
|
114 |
+
if (len(root_node.children)==0 or root_node.type in ['string_literal','string','character_literal']) and root_node.type!='comment':
|
115 |
+
idx,code=index_to_code[(root_node.start_point,root_node.end_point)]
|
116 |
+
if root_node.type==code:
|
117 |
+
return [],states
|
118 |
+
elif code in states:
|
119 |
+
return [(code,idx,'comesFrom',[code],states[code].copy())],states
|
120 |
+
else:
|
121 |
+
if root_node.type=='identifier':
|
122 |
+
states[code]=[idx]
|
123 |
+
return [(code,idx,'comesFrom',[],[])],states
|
124 |
+
elif root_node.type in def_statement:
|
125 |
+
name=root_node.child_by_field_name('name')
|
126 |
+
value=root_node.child_by_field_name('value')
|
127 |
+
DFG=[]
|
128 |
+
if value is None:
|
129 |
+
indexs=tree_to_variable_index(name,index_to_code)
|
130 |
+
for index in indexs:
|
131 |
+
idx,code=index_to_code[index]
|
132 |
+
DFG.append((code,idx,'comesFrom',[],[]))
|
133 |
+
states[code]=[idx]
|
134 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
135 |
+
else:
|
136 |
+
name_indexs=tree_to_variable_index(name,index_to_code)
|
137 |
+
value_indexs=tree_to_variable_index(value,index_to_code)
|
138 |
+
temp,states=DFG_python(value,index_to_code,states)
|
139 |
+
DFG+=temp
|
140 |
+
for index1 in name_indexs:
|
141 |
+
idx1,code1=index_to_code[index1]
|
142 |
+
for index2 in value_indexs:
|
143 |
+
idx2,code2=index_to_code[index2]
|
144 |
+
DFG.append((code1,idx1,'comesFrom',[code2],[idx2]))
|
145 |
+
states[code1]=[idx1]
|
146 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
147 |
+
elif root_node.type in assignment:
|
148 |
+
if root_node.type=='for_in_clause':
|
149 |
+
right_nodes=[root_node.children[-1]]
|
150 |
+
left_nodes=[root_node.child_by_field_name('left')]
|
151 |
+
else:
|
152 |
+
if root_node.child_by_field_name('right') is None:
|
153 |
+
return [],states
|
154 |
+
left_nodes=[x for x in root_node.child_by_field_name('left').children if x.type!=',']
|
155 |
+
right_nodes=[x for x in root_node.child_by_field_name('right').children if x.type!=',']
|
156 |
+
if len(right_nodes)!=len(left_nodes):
|
157 |
+
left_nodes=[root_node.child_by_field_name('left')]
|
158 |
+
right_nodes=[root_node.child_by_field_name('right')]
|
159 |
+
if len(left_nodes)==0:
|
160 |
+
left_nodes=[root_node.child_by_field_name('left')]
|
161 |
+
if len(right_nodes)==0:
|
162 |
+
right_nodes=[root_node.child_by_field_name('right')]
|
163 |
+
DFG=[]
|
164 |
+
for node in right_nodes:
|
165 |
+
temp,states=DFG_python(node,index_to_code,states)
|
166 |
+
DFG+=temp
|
167 |
+
|
168 |
+
for left_node,right_node in zip(left_nodes,right_nodes):
|
169 |
+
left_tokens_index=tree_to_variable_index(left_node,index_to_code)
|
170 |
+
right_tokens_index=tree_to_variable_index(right_node,index_to_code)
|
171 |
+
temp=[]
|
172 |
+
for token1_index in left_tokens_index:
|
173 |
+
idx1,code1=index_to_code[token1_index]
|
174 |
+
temp.append((code1,idx1,'computedFrom',[index_to_code[x][1] for x in right_tokens_index],
|
175 |
+
[index_to_code[x][0] for x in right_tokens_index]))
|
176 |
+
states[code1]=[idx1]
|
177 |
+
DFG+=temp
|
178 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
179 |
+
elif root_node.type in if_statement:
|
180 |
+
DFG=[]
|
181 |
+
current_states=states.copy()
|
182 |
+
others_states=[]
|
183 |
+
tag=False
|
184 |
+
if 'else' in root_node.type:
|
185 |
+
tag=True
|
186 |
+
for child in root_node.children:
|
187 |
+
if 'else' in child.type:
|
188 |
+
tag=True
|
189 |
+
if child.type not in ['elif_clause','else_clause']:
|
190 |
+
temp,current_states=DFG_python(child,index_to_code,current_states)
|
191 |
+
DFG+=temp
|
192 |
+
else:
|
193 |
+
temp,new_states=DFG_python(child,index_to_code,states)
|
194 |
+
DFG+=temp
|
195 |
+
others_states.append(new_states)
|
196 |
+
others_states.append(current_states)
|
197 |
+
if tag is False:
|
198 |
+
others_states.append(states)
|
199 |
+
new_states={}
|
200 |
+
for dic in others_states:
|
201 |
+
for key in dic:
|
202 |
+
if key not in new_states:
|
203 |
+
new_states[key]=dic[key].copy()
|
204 |
+
else:
|
205 |
+
new_states[key]+=dic[key]
|
206 |
+
for key in new_states:
|
207 |
+
new_states[key]=sorted(list(set(new_states[key])))
|
208 |
+
return sorted(DFG,key=lambda x:x[1]),new_states
|
209 |
+
elif root_node.type in for_statement:
|
210 |
+
DFG=[]
|
211 |
+
for i in range(2):
|
212 |
+
right_nodes=[x for x in root_node.child_by_field_name('right').children if x.type!=',']
|
213 |
+
left_nodes=[x for x in root_node.child_by_field_name('left').children if x.type!=',']
|
214 |
+
if len(right_nodes)!=len(left_nodes):
|
215 |
+
left_nodes=[root_node.child_by_field_name('left')]
|
216 |
+
right_nodes=[root_node.child_by_field_name('right')]
|
217 |
+
if len(left_nodes)==0:
|
218 |
+
left_nodes=[root_node.child_by_field_name('left')]
|
219 |
+
if len(right_nodes)==0:
|
220 |
+
right_nodes=[root_node.child_by_field_name('right')]
|
221 |
+
for node in right_nodes:
|
222 |
+
temp,states=DFG_python(node,index_to_code,states)
|
223 |
+
DFG+=temp
|
224 |
+
for left_node,right_node in zip(left_nodes,right_nodes):
|
225 |
+
left_tokens_index=tree_to_variable_index(left_node,index_to_code)
|
226 |
+
right_tokens_index=tree_to_variable_index(right_node,index_to_code)
|
227 |
+
temp=[]
|
228 |
+
for token1_index in left_tokens_index:
|
229 |
+
idx1,code1=index_to_code[token1_index]
|
230 |
+
temp.append((code1,idx1,'computedFrom',[index_to_code[x][1] for x in right_tokens_index],
|
231 |
+
[index_to_code[x][0] for x in right_tokens_index]))
|
232 |
+
states[code1]=[idx1]
|
233 |
+
DFG+=temp
|
234 |
+
if root_node.children[-1].type=="block":
|
235 |
+
temp,states=DFG_python(root_node.children[-1],index_to_code,states)
|
236 |
+
DFG+=temp
|
237 |
+
dic={}
|
238 |
+
for x in DFG:
|
239 |
+
if (x[0],x[1],x[2]) not in dic:
|
240 |
+
dic[(x[0],x[1],x[2])]=[x[3],x[4]]
|
241 |
+
else:
|
242 |
+
dic[(x[0],x[1],x[2])][0]=list(set(dic[(x[0],x[1],x[2])][0]+x[3]))
|
243 |
+
dic[(x[0],x[1],x[2])][1]=sorted(list(set(dic[(x[0],x[1],x[2])][1]+x[4])))
|
244 |
+
DFG=[(x[0],x[1],x[2],y[0],y[1]) for x,y in sorted(dic.items(),key=lambda t:t[0][1])]
|
245 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
246 |
+
elif root_node.type in while_statement:
|
247 |
+
DFG=[]
|
248 |
+
for i in range(2):
|
249 |
+
for child in root_node.children:
|
250 |
+
temp,states=DFG_python(child,index_to_code,states)
|
251 |
+
DFG+=temp
|
252 |
+
dic={}
|
253 |
+
for x in DFG:
|
254 |
+
if (x[0],x[1],x[2]) not in dic:
|
255 |
+
dic[(x[0],x[1],x[2])]=[x[3],x[4]]
|
256 |
+
else:
|
257 |
+
dic[(x[0],x[1],x[2])][0]=list(set(dic[(x[0],x[1],x[2])][0]+x[3]))
|
258 |
+
dic[(x[0],x[1],x[2])][1]=sorted(list(set(dic[(x[0],x[1],x[2])][1]+x[4])))
|
259 |
+
DFG=[(x[0],x[1],x[2],y[0],y[1]) for x,y in sorted(dic.items(),key=lambda t:t[0][1])]
|
260 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
261 |
+
else:
|
262 |
+
DFG=[]
|
263 |
+
for child in root_node.children:
|
264 |
+
if child.type in do_first_statement:
|
265 |
+
temp,states=DFG_python(child,index_to_code,states)
|
266 |
+
DFG+=temp
|
267 |
+
for child in root_node.children:
|
268 |
+
if child.type not in do_first_statement:
|
269 |
+
temp,states=DFG_python(child,index_to_code,states)
|
270 |
+
DFG+=temp
|
271 |
+
|
272 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
273 |
+
|
274 |
+
|
275 |
+
def DFG_java(root_node,index_to_code,states):
|
276 |
+
assignment=['assignment_expression']
|
277 |
+
def_statement=['variable_declarator']
|
278 |
+
increment_statement=['update_expression']
|
279 |
+
if_statement=['if_statement','else']
|
280 |
+
for_statement=['for_statement']
|
281 |
+
enhanced_for_statement=['enhanced_for_statement']
|
282 |
+
while_statement=['while_statement']
|
283 |
+
do_first_statement=[]
|
284 |
+
states=states.copy()
|
285 |
+
if (len(root_node.children)==0 or root_node.type in ['string_literal','string','character_literal']) and root_node.type!='comment':
|
286 |
+
idx,code=index_to_code[(root_node.start_point,root_node.end_point)]
|
287 |
+
if root_node.type==code:
|
288 |
+
return [],states
|
289 |
+
elif code in states:
|
290 |
+
return [(code,idx,'comesFrom',[code],states[code].copy())],states
|
291 |
+
else:
|
292 |
+
if root_node.type=='identifier':
|
293 |
+
states[code]=[idx]
|
294 |
+
return [(code,idx,'comesFrom',[],[])],states
|
295 |
+
elif root_node.type in def_statement:
|
296 |
+
name=root_node.child_by_field_name('name')
|
297 |
+
value=root_node.child_by_field_name('value')
|
298 |
+
DFG=[]
|
299 |
+
if value is None:
|
300 |
+
indexs=tree_to_variable_index(name,index_to_code)
|
301 |
+
for index in indexs:
|
302 |
+
idx,code=index_to_code[index]
|
303 |
+
DFG.append((code,idx,'comesFrom',[],[]))
|
304 |
+
states[code]=[idx]
|
305 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
306 |
+
else:
|
307 |
+
name_indexs=tree_to_variable_index(name,index_to_code)
|
308 |
+
value_indexs=tree_to_variable_index(value,index_to_code)
|
309 |
+
temp,states=DFG_java(value,index_to_code,states)
|
310 |
+
DFG+=temp
|
311 |
+
for index1 in name_indexs:
|
312 |
+
idx1,code1=index_to_code[index1]
|
313 |
+
for index2 in value_indexs:
|
314 |
+
idx2,code2=index_to_code[index2]
|
315 |
+
DFG.append((code1,idx1,'comesFrom',[code2],[idx2]))
|
316 |
+
states[code1]=[idx1]
|
317 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
318 |
+
elif root_node.type in assignment:
|
319 |
+
left_nodes=root_node.child_by_field_name('left')
|
320 |
+
right_nodes=root_node.child_by_field_name('right')
|
321 |
+
DFG=[]
|
322 |
+
temp,states=DFG_java(right_nodes,index_to_code,states)
|
323 |
+
DFG+=temp
|
324 |
+
name_indexs=tree_to_variable_index(left_nodes,index_to_code)
|
325 |
+
value_indexs=tree_to_variable_index(right_nodes,index_to_code)
|
326 |
+
for index1 in name_indexs:
|
327 |
+
idx1,code1=index_to_code[index1]
|
328 |
+
for index2 in value_indexs:
|
329 |
+
idx2,code2=index_to_code[index2]
|
330 |
+
DFG.append((code1,idx1,'computedFrom',[code2],[idx2]))
|
331 |
+
states[code1]=[idx1]
|
332 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
333 |
+
elif root_node.type in increment_statement:
|
334 |
+
DFG=[]
|
335 |
+
indexs=tree_to_variable_index(root_node,index_to_code)
|
336 |
+
for index1 in indexs:
|
337 |
+
idx1,code1=index_to_code[index1]
|
338 |
+
for index2 in indexs:
|
339 |
+
idx2,code2=index_to_code[index2]
|
340 |
+
DFG.append((code1,idx1,'computedFrom',[code2],[idx2]))
|
341 |
+
states[code1]=[idx1]
|
342 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
343 |
+
elif root_node.type in if_statement:
|
344 |
+
DFG=[]
|
345 |
+
current_states=states.copy()
|
346 |
+
others_states=[]
|
347 |
+
flag=False
|
348 |
+
tag=False
|
349 |
+
if 'else' in root_node.type:
|
350 |
+
tag=True
|
351 |
+
for child in root_node.children:
|
352 |
+
if 'else' in child.type:
|
353 |
+
tag=True
|
354 |
+
if child.type not in if_statement and flag is False:
|
355 |
+
temp,current_states=DFG_java(child,index_to_code,current_states)
|
356 |
+
DFG+=temp
|
357 |
+
else:
|
358 |
+
flag=True
|
359 |
+
temp,new_states=DFG_java(child,index_to_code,states)
|
360 |
+
DFG+=temp
|
361 |
+
others_states.append(new_states)
|
362 |
+
others_states.append(current_states)
|
363 |
+
if tag is False:
|
364 |
+
others_states.append(states)
|
365 |
+
new_states={}
|
366 |
+
for dic in others_states:
|
367 |
+
for key in dic:
|
368 |
+
if key not in new_states:
|
369 |
+
new_states[key]=dic[key].copy()
|
370 |
+
else:
|
371 |
+
new_states[key]+=dic[key]
|
372 |
+
for key in new_states:
|
373 |
+
new_states[key]=sorted(list(set(new_states[key])))
|
374 |
+
return sorted(DFG,key=lambda x:x[1]),new_states
|
375 |
+
elif root_node.type in for_statement:
|
376 |
+
DFG=[]
|
377 |
+
for child in root_node.children:
|
378 |
+
temp,states=DFG_java(child,index_to_code,states)
|
379 |
+
DFG+=temp
|
380 |
+
flag=False
|
381 |
+
for child in root_node.children:
|
382 |
+
if flag:
|
383 |
+
temp,states=DFG_java(child,index_to_code,states)
|
384 |
+
DFG+=temp
|
385 |
+
elif child.type=="local_variable_declaration":
|
386 |
+
flag=True
|
387 |
+
dic={}
|
388 |
+
for x in DFG:
|
389 |
+
if (x[0],x[1],x[2]) not in dic:
|
390 |
+
dic[(x[0],x[1],x[2])]=[x[3],x[4]]
|
391 |
+
else:
|
392 |
+
dic[(x[0],x[1],x[2])][0]=list(set(dic[(x[0],x[1],x[2])][0]+x[3]))
|
393 |
+
dic[(x[0],x[1],x[2])][1]=sorted(list(set(dic[(x[0],x[1],x[2])][1]+x[4])))
|
394 |
+
DFG=[(x[0],x[1],x[2],y[0],y[1]) for x,y in sorted(dic.items(),key=lambda t:t[0][1])]
|
395 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
396 |
+
elif root_node.type in enhanced_for_statement:
|
397 |
+
name=root_node.child_by_field_name('name')
|
398 |
+
value=root_node.child_by_field_name('value')
|
399 |
+
body=root_node.child_by_field_name('body')
|
400 |
+
DFG=[]
|
401 |
+
for i in range(2):
|
402 |
+
temp,states=DFG_java(value,index_to_code,states)
|
403 |
+
DFG+=temp
|
404 |
+
name_indexs=tree_to_variable_index(name,index_to_code)
|
405 |
+
value_indexs=tree_to_variable_index(value,index_to_code)
|
406 |
+
for index1 in name_indexs:
|
407 |
+
idx1,code1=index_to_code[index1]
|
408 |
+
for index2 in value_indexs:
|
409 |
+
idx2,code2=index_to_code[index2]
|
410 |
+
DFG.append((code1,idx1,'computedFrom',[code2],[idx2]))
|
411 |
+
states[code1]=[idx1]
|
412 |
+
temp,states=DFG_java(body,index_to_code,states)
|
413 |
+
DFG+=temp
|
414 |
+
dic={}
|
415 |
+
for x in DFG:
|
416 |
+
if (x[0],x[1],x[2]) not in dic:
|
417 |
+
dic[(x[0],x[1],x[2])]=[x[3],x[4]]
|
418 |
+
else:
|
419 |
+
dic[(x[0],x[1],x[2])][0]=list(set(dic[(x[0],x[1],x[2])][0]+x[3]))
|
420 |
+
dic[(x[0],x[1],x[2])][1]=sorted(list(set(dic[(x[0],x[1],x[2])][1]+x[4])))
|
421 |
+
DFG=[(x[0],x[1],x[2],y[0],y[1]) for x,y in sorted(dic.items(),key=lambda t:t[0][1])]
|
422 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
423 |
+
elif root_node.type in while_statement:
|
424 |
+
DFG=[]
|
425 |
+
for i in range(2):
|
426 |
+
for child in root_node.children:
|
427 |
+
temp,states=DFG_java(child,index_to_code,states)
|
428 |
+
DFG+=temp
|
429 |
+
dic={}
|
430 |
+
for x in DFG:
|
431 |
+
if (x[0],x[1],x[2]) not in dic:
|
432 |
+
dic[(x[0],x[1],x[2])]=[x[3],x[4]]
|
433 |
+
else:
|
434 |
+
dic[(x[0],x[1],x[2])][0]=list(set(dic[(x[0],x[1],x[2])][0]+x[3]))
|
435 |
+
dic[(x[0],x[1],x[2])][1]=sorted(list(set(dic[(x[0],x[1],x[2])][1]+x[4])))
|
436 |
+
DFG=[(x[0],x[1],x[2],y[0],y[1]) for x,y in sorted(dic.items(),key=lambda t:t[0][1])]
|
437 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
438 |
+
else:
|
439 |
+
DFG=[]
|
440 |
+
for child in root_node.children:
|
441 |
+
if child.type in do_first_statement:
|
442 |
+
temp,states=DFG_java(child,index_to_code,states)
|
443 |
+
DFG+=temp
|
444 |
+
for child in root_node.children:
|
445 |
+
if child.type not in do_first_statement:
|
446 |
+
temp,states=DFG_java(child,index_to_code,states)
|
447 |
+
DFG+=temp
|
448 |
+
|
449 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
450 |
+
|
451 |
+
def DFG_csharp(root_node,index_to_code,states):
|
452 |
+
assignment=['assignment_expression']
|
453 |
+
def_statement=['variable_declarator']
|
454 |
+
increment_statement=['postfix_unary_expression']
|
455 |
+
if_statement=['if_statement','else']
|
456 |
+
for_statement=['for_statement']
|
457 |
+
enhanced_for_statement=['for_each_statement']
|
458 |
+
while_statement=['while_statement']
|
459 |
+
do_first_statement=[]
|
460 |
+
states=states.copy()
|
461 |
+
if (len(root_node.children)==0 or root_node.type in ['string_literal','string','character_literal']) and root_node.type!='comment':
|
462 |
+
idx,code=index_to_code[(root_node.start_point,root_node.end_point)]
|
463 |
+
if root_node.type==code:
|
464 |
+
return [],states
|
465 |
+
elif code in states:
|
466 |
+
return [(code,idx,'comesFrom',[code],states[code].copy())],states
|
467 |
+
else:
|
468 |
+
if root_node.type=='identifier':
|
469 |
+
states[code]=[idx]
|
470 |
+
return [(code,idx,'comesFrom',[],[])],states
|
471 |
+
elif root_node.type in def_statement:
|
472 |
+
if len(root_node.children)==2:
|
473 |
+
name=root_node.children[0]
|
474 |
+
value=root_node.children[1]
|
475 |
+
else:
|
476 |
+
name=root_node.children[0]
|
477 |
+
value=None
|
478 |
+
DFG=[]
|
479 |
+
if value is None:
|
480 |
+
indexs=tree_to_variable_index(name,index_to_code)
|
481 |
+
for index in indexs:
|
482 |
+
idx,code=index_to_code[index]
|
483 |
+
DFG.append((code,idx,'comesFrom',[],[]))
|
484 |
+
states[code]=[idx]
|
485 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
486 |
+
else:
|
487 |
+
name_indexs=tree_to_variable_index(name,index_to_code)
|
488 |
+
value_indexs=tree_to_variable_index(value,index_to_code)
|
489 |
+
temp,states=DFG_csharp(value,index_to_code,states)
|
490 |
+
DFG+=temp
|
491 |
+
for index1 in name_indexs:
|
492 |
+
idx1,code1=index_to_code[index1]
|
493 |
+
for index2 in value_indexs:
|
494 |
+
idx2,code2=index_to_code[index2]
|
495 |
+
DFG.append((code1,idx1,'comesFrom',[code2],[idx2]))
|
496 |
+
states[code1]=[idx1]
|
497 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
498 |
+
elif root_node.type in assignment:
|
499 |
+
left_nodes=root_node.child_by_field_name('left')
|
500 |
+
right_nodes=root_node.child_by_field_name('right')
|
501 |
+
DFG=[]
|
502 |
+
temp,states=DFG_csharp(right_nodes,index_to_code,states)
|
503 |
+
DFG+=temp
|
504 |
+
name_indexs=tree_to_variable_index(left_nodes,index_to_code)
|
505 |
+
value_indexs=tree_to_variable_index(right_nodes,index_to_code)
|
506 |
+
for index1 in name_indexs:
|
507 |
+
idx1,code1=index_to_code[index1]
|
508 |
+
for index2 in value_indexs:
|
509 |
+
idx2,code2=index_to_code[index2]
|
510 |
+
DFG.append((code1,idx1,'computedFrom',[code2],[idx2]))
|
511 |
+
states[code1]=[idx1]
|
512 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
513 |
+
elif root_node.type in increment_statement:
|
514 |
+
DFG=[]
|
515 |
+
indexs=tree_to_variable_index(root_node,index_to_code)
|
516 |
+
for index1 in indexs:
|
517 |
+
idx1,code1=index_to_code[index1]
|
518 |
+
for index2 in indexs:
|
519 |
+
idx2,code2=index_to_code[index2]
|
520 |
+
DFG.append((code1,idx1,'computedFrom',[code2],[idx2]))
|
521 |
+
states[code1]=[idx1]
|
522 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
523 |
+
elif root_node.type in if_statement:
|
524 |
+
DFG=[]
|
525 |
+
current_states=states.copy()
|
526 |
+
others_states=[]
|
527 |
+
flag=False
|
528 |
+
tag=False
|
529 |
+
if 'else' in root_node.type:
|
530 |
+
tag=True
|
531 |
+
for child in root_node.children:
|
532 |
+
if 'else' in child.type:
|
533 |
+
tag=True
|
534 |
+
if child.type not in if_statement and flag is False:
|
535 |
+
temp,current_states=DFG_csharp(child,index_to_code,current_states)
|
536 |
+
DFG+=temp
|
537 |
+
else:
|
538 |
+
flag=True
|
539 |
+
temp,new_states=DFG_csharp(child,index_to_code,states)
|
540 |
+
DFG+=temp
|
541 |
+
others_states.append(new_states)
|
542 |
+
others_states.append(current_states)
|
543 |
+
if tag is False:
|
544 |
+
others_states.append(states)
|
545 |
+
new_states={}
|
546 |
+
for dic in others_states:
|
547 |
+
for key in dic:
|
548 |
+
if key not in new_states:
|
549 |
+
new_states[key]=dic[key].copy()
|
550 |
+
else:
|
551 |
+
new_states[key]+=dic[key]
|
552 |
+
for key in new_states:
|
553 |
+
new_states[key]=sorted(list(set(new_states[key])))
|
554 |
+
return sorted(DFG,key=lambda x:x[1]),new_states
|
555 |
+
elif root_node.type in for_statement:
|
556 |
+
DFG=[]
|
557 |
+
for child in root_node.children:
|
558 |
+
temp,states=DFG_csharp(child,index_to_code,states)
|
559 |
+
DFG+=temp
|
560 |
+
flag=False
|
561 |
+
for child in root_node.children:
|
562 |
+
if flag:
|
563 |
+
temp,states=DFG_csharp(child,index_to_code,states)
|
564 |
+
DFG+=temp
|
565 |
+
elif child.type=="local_variable_declaration":
|
566 |
+
flag=True
|
567 |
+
dic={}
|
568 |
+
for x in DFG:
|
569 |
+
if (x[0],x[1],x[2]) not in dic:
|
570 |
+
dic[(x[0],x[1],x[2])]=[x[3],x[4]]
|
571 |
+
else:
|
572 |
+
dic[(x[0],x[1],x[2])][0]=list(set(dic[(x[0],x[1],x[2])][0]+x[3]))
|
573 |
+
dic[(x[0],x[1],x[2])][1]=sorted(list(set(dic[(x[0],x[1],x[2])][1]+x[4])))
|
574 |
+
DFG=[(x[0],x[1],x[2],y[0],y[1]) for x,y in sorted(dic.items(),key=lambda t:t[0][1])]
|
575 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
576 |
+
elif root_node.type in enhanced_for_statement:
|
577 |
+
name=root_node.child_by_field_name('left')
|
578 |
+
value=root_node.child_by_field_name('right')
|
579 |
+
body=root_node.child_by_field_name('body')
|
580 |
+
DFG=[]
|
581 |
+
for i in range(2):
|
582 |
+
temp,states=DFG_csharp(value,index_to_code,states)
|
583 |
+
DFG+=temp
|
584 |
+
name_indexs=tree_to_variable_index(name,index_to_code)
|
585 |
+
value_indexs=tree_to_variable_index(value,index_to_code)
|
586 |
+
for index1 in name_indexs:
|
587 |
+
idx1,code1=index_to_code[index1]
|
588 |
+
for index2 in value_indexs:
|
589 |
+
idx2,code2=index_to_code[index2]
|
590 |
+
DFG.append((code1,idx1,'computedFrom',[code2],[idx2]))
|
591 |
+
states[code1]=[idx1]
|
592 |
+
temp,states=DFG_csharp(body,index_to_code,states)
|
593 |
+
DFG+=temp
|
594 |
+
dic={}
|
595 |
+
for x in DFG:
|
596 |
+
if (x[0],x[1],x[2]) not in dic:
|
597 |
+
dic[(x[0],x[1],x[2])]=[x[3],x[4]]
|
598 |
+
else:
|
599 |
+
dic[(x[0],x[1],x[2])][0]=list(set(dic[(x[0],x[1],x[2])][0]+x[3]))
|
600 |
+
dic[(x[0],x[1],x[2])][1]=sorted(list(set(dic[(x[0],x[1],x[2])][1]+x[4])))
|
601 |
+
DFG=[(x[0],x[1],x[2],y[0],y[1]) for x,y in sorted(dic.items(),key=lambda t:t[0][1])]
|
602 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
603 |
+
elif root_node.type in while_statement:
|
604 |
+
DFG=[]
|
605 |
+
for i in range(2):
|
606 |
+
for child in root_node.children:
|
607 |
+
temp,states=DFG_csharp(child,index_to_code,states)
|
608 |
+
DFG+=temp
|
609 |
+
dic={}
|
610 |
+
for x in DFG:
|
611 |
+
if (x[0],x[1],x[2]) not in dic:
|
612 |
+
dic[(x[0],x[1],x[2])]=[x[3],x[4]]
|
613 |
+
else:
|
614 |
+
dic[(x[0],x[1],x[2])][0]=list(set(dic[(x[0],x[1],x[2])][0]+x[3]))
|
615 |
+
dic[(x[0],x[1],x[2])][1]=sorted(list(set(dic[(x[0],x[1],x[2])][1]+x[4])))
|
616 |
+
DFG=[(x[0],x[1],x[2],y[0],y[1]) for x,y in sorted(dic.items(),key=lambda t:t[0][1])]
|
617 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
618 |
+
else:
|
619 |
+
DFG=[]
|
620 |
+
for child in root_node.children:
|
621 |
+
if child.type in do_first_statement:
|
622 |
+
temp,states=DFG_csharp(child,index_to_code,states)
|
623 |
+
DFG+=temp
|
624 |
+
for child in root_node.children:
|
625 |
+
if child.type not in do_first_statement:
|
626 |
+
temp,states=DFG_csharp(child,index_to_code,states)
|
627 |
+
DFG+=temp
|
628 |
+
|
629 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
630 |
+
|
631 |
+
|
632 |
+
|
633 |
+
|
634 |
+
def DFG_ruby(root_node,index_to_code,states):
|
635 |
+
assignment=['assignment','operator_assignment']
|
636 |
+
if_statement=['if','elsif','else','unless','when']
|
637 |
+
for_statement=['for']
|
638 |
+
while_statement=['while_modifier','until']
|
639 |
+
do_first_statement=[]
|
640 |
+
def_statement=['keyword_parameter']
|
641 |
+
if (len(root_node.children)==0 or root_node.type in ['string_literal','string','character_literal']) and root_node.type!='comment':
|
642 |
+
states=states.copy()
|
643 |
+
idx,code=index_to_code[(root_node.start_point,root_node.end_point)]
|
644 |
+
if root_node.type==code:
|
645 |
+
return [],states
|
646 |
+
elif code in states:
|
647 |
+
return [(code,idx,'comesFrom',[code],states[code].copy())],states
|
648 |
+
else:
|
649 |
+
if root_node.type=='identifier':
|
650 |
+
states[code]=[idx]
|
651 |
+
return [(code,idx,'comesFrom',[],[])],states
|
652 |
+
elif root_node.type in def_statement:
|
653 |
+
name=root_node.child_by_field_name('name')
|
654 |
+
value=root_node.child_by_field_name('value')
|
655 |
+
DFG=[]
|
656 |
+
if value is None:
|
657 |
+
indexs=tree_to_variable_index(name,index_to_code)
|
658 |
+
for index in indexs:
|
659 |
+
idx,code=index_to_code[index]
|
660 |
+
DFG.append((code,idx,'comesFrom',[],[]))
|
661 |
+
states[code]=[idx]
|
662 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
663 |
+
else:
|
664 |
+
name_indexs=tree_to_variable_index(name,index_to_code)
|
665 |
+
value_indexs=tree_to_variable_index(value,index_to_code)
|
666 |
+
temp,states=DFG_ruby(value,index_to_code,states)
|
667 |
+
DFG+=temp
|
668 |
+
for index1 in name_indexs:
|
669 |
+
idx1,code1=index_to_code[index1]
|
670 |
+
for index2 in value_indexs:
|
671 |
+
idx2,code2=index_to_code[index2]
|
672 |
+
DFG.append((code1,idx1,'comesFrom',[code2],[idx2]))
|
673 |
+
states[code1]=[idx1]
|
674 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
675 |
+
elif root_node.type in assignment:
|
676 |
+
left_nodes=[x for x in root_node.child_by_field_name('left').children if x.type!=',']
|
677 |
+
right_nodes=[x for x in root_node.child_by_field_name('right').children if x.type!=',']
|
678 |
+
if len(right_nodes)!=len(left_nodes):
|
679 |
+
left_nodes=[root_node.child_by_field_name('left')]
|
680 |
+
right_nodes=[root_node.child_by_field_name('right')]
|
681 |
+
if len(left_nodes)==0:
|
682 |
+
left_nodes=[root_node.child_by_field_name('left')]
|
683 |
+
if len(right_nodes)==0:
|
684 |
+
right_nodes=[root_node.child_by_field_name('right')]
|
685 |
+
if root_node.type=="operator_assignment":
|
686 |
+
left_nodes=[root_node.children[0]]
|
687 |
+
right_nodes=[root_node.children[-1]]
|
688 |
+
|
689 |
+
DFG=[]
|
690 |
+
for node in right_nodes:
|
691 |
+
temp,states=DFG_ruby(node,index_to_code,states)
|
692 |
+
DFG+=temp
|
693 |
+
|
694 |
+
for left_node,right_node in zip(left_nodes,right_nodes):
|
695 |
+
left_tokens_index=tree_to_variable_index(left_node,index_to_code)
|
696 |
+
right_tokens_index=tree_to_variable_index(right_node,index_to_code)
|
697 |
+
temp=[]
|
698 |
+
for token1_index in left_tokens_index:
|
699 |
+
idx1,code1=index_to_code[token1_index]
|
700 |
+
temp.append((code1,idx1,'computedFrom',[index_to_code[x][1] for x in right_tokens_index],
|
701 |
+
[index_to_code[x][0] for x in right_tokens_index]))
|
702 |
+
states[code1]=[idx1]
|
703 |
+
DFG+=temp
|
704 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
705 |
+
elif root_node.type in if_statement:
|
706 |
+
DFG=[]
|
707 |
+
current_states=states.copy()
|
708 |
+
others_states=[]
|
709 |
+
tag=False
|
710 |
+
if 'else' in root_node.type:
|
711 |
+
tag=True
|
712 |
+
for child in root_node.children:
|
713 |
+
if 'else' in child.type:
|
714 |
+
tag=True
|
715 |
+
if child.type not in if_statement:
|
716 |
+
temp,current_states=DFG_ruby(child,index_to_code,current_states)
|
717 |
+
DFG+=temp
|
718 |
+
else:
|
719 |
+
temp,new_states=DFG_ruby(child,index_to_code,states)
|
720 |
+
DFG+=temp
|
721 |
+
others_states.append(new_states)
|
722 |
+
others_states.append(current_states)
|
723 |
+
if tag is False:
|
724 |
+
others_states.append(states)
|
725 |
+
new_states={}
|
726 |
+
for dic in others_states:
|
727 |
+
for key in dic:
|
728 |
+
if key not in new_states:
|
729 |
+
new_states[key]=dic[key].copy()
|
730 |
+
else:
|
731 |
+
new_states[key]+=dic[key]
|
732 |
+
for key in new_states:
|
733 |
+
new_states[key]=sorted(list(set(new_states[key])))
|
734 |
+
return sorted(DFG,key=lambda x:x[1]),new_states
|
735 |
+
elif root_node.type in for_statement:
|
736 |
+
DFG=[]
|
737 |
+
for i in range(2):
|
738 |
+
left_nodes=[root_node.child_by_field_name('pattern')]
|
739 |
+
right_nodes=[root_node.child_by_field_name('value')]
|
740 |
+
assert len(right_nodes)==len(left_nodes)
|
741 |
+
for node in right_nodes:
|
742 |
+
temp,states=DFG_ruby(node,index_to_code,states)
|
743 |
+
DFG+=temp
|
744 |
+
for left_node,right_node in zip(left_nodes,right_nodes):
|
745 |
+
left_tokens_index=tree_to_variable_index(left_node,index_to_code)
|
746 |
+
right_tokens_index=tree_to_variable_index(right_node,index_to_code)
|
747 |
+
temp=[]
|
748 |
+
for token1_index in left_tokens_index:
|
749 |
+
idx1,code1=index_to_code[token1_index]
|
750 |
+
temp.append((code1,idx1,'computedFrom',[index_to_code[x][1] for x in right_tokens_index],
|
751 |
+
[index_to_code[x][0] for x in right_tokens_index]))
|
752 |
+
states[code1]=[idx1]
|
753 |
+
DFG+=temp
|
754 |
+
temp,states=DFG_ruby(root_node.child_by_field_name('body'),index_to_code,states)
|
755 |
+
DFG+=temp
|
756 |
+
dic={}
|
757 |
+
for x in DFG:
|
758 |
+
if (x[0],x[1],x[2]) not in dic:
|
759 |
+
dic[(x[0],x[1],x[2])]=[x[3],x[4]]
|
760 |
+
else:
|
761 |
+
dic[(x[0],x[1],x[2])][0]=list(set(dic[(x[0],x[1],x[2])][0]+x[3]))
|
762 |
+
dic[(x[0],x[1],x[2])][1]=sorted(list(set(dic[(x[0],x[1],x[2])][1]+x[4])))
|
763 |
+
DFG=[(x[0],x[1],x[2],y[0],y[1]) for x,y in sorted(dic.items(),key=lambda t:t[0][1])]
|
764 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
765 |
+
elif root_node.type in while_statement:
|
766 |
+
DFG=[]
|
767 |
+
for i in range(2):
|
768 |
+
for child in root_node.children:
|
769 |
+
temp,states=DFG_ruby(child,index_to_code,states)
|
770 |
+
DFG+=temp
|
771 |
+
dic={}
|
772 |
+
for x in DFG:
|
773 |
+
if (x[0],x[1],x[2]) not in dic:
|
774 |
+
dic[(x[0],x[1],x[2])]=[x[3],x[4]]
|
775 |
+
else:
|
776 |
+
dic[(x[0],x[1],x[2])][0]=list(set(dic[(x[0],x[1],x[2])][0]+x[3]))
|
777 |
+
dic[(x[0],x[1],x[2])][1]=sorted(list(set(dic[(x[0],x[1],x[2])][1]+x[4])))
|
778 |
+
DFG=[(x[0],x[1],x[2],y[0],y[1]) for x,y in sorted(dic.items(),key=lambda t:t[0][1])]
|
779 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
780 |
+
else:
|
781 |
+
DFG=[]
|
782 |
+
for child in root_node.children:
|
783 |
+
if child.type in do_first_statement:
|
784 |
+
temp,states=DFG_ruby(child,index_to_code,states)
|
785 |
+
DFG+=temp
|
786 |
+
for child in root_node.children:
|
787 |
+
if child.type not in do_first_statement:
|
788 |
+
temp,states=DFG_ruby(child,index_to_code,states)
|
789 |
+
DFG+=temp
|
790 |
+
|
791 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
792 |
+
|
793 |
+
def DFG_go(root_node,index_to_code,states):
|
794 |
+
assignment=['assignment_statement',]
|
795 |
+
def_statement=['var_spec']
|
796 |
+
increment_statement=['inc_statement']
|
797 |
+
if_statement=['if_statement','else']
|
798 |
+
for_statement=['for_statement']
|
799 |
+
enhanced_for_statement=[]
|
800 |
+
while_statement=[]
|
801 |
+
do_first_statement=[]
|
802 |
+
states=states.copy()
|
803 |
+
if (len(root_node.children)==0 or root_node.type in ['string_literal','string','character_literal']) and root_node.type!='comment':
|
804 |
+
idx,code=index_to_code[(root_node.start_point,root_node.end_point)]
|
805 |
+
if root_node.type==code:
|
806 |
+
return [],states
|
807 |
+
elif code in states:
|
808 |
+
return [(code,idx,'comesFrom',[code],states[code].copy())],states
|
809 |
+
else:
|
810 |
+
if root_node.type=='identifier':
|
811 |
+
states[code]=[idx]
|
812 |
+
return [(code,idx,'comesFrom',[],[])],states
|
813 |
+
elif root_node.type in def_statement:
|
814 |
+
name=root_node.child_by_field_name('name')
|
815 |
+
value=root_node.child_by_field_name('value')
|
816 |
+
DFG=[]
|
817 |
+
if value is None:
|
818 |
+
indexs=tree_to_variable_index(name,index_to_code)
|
819 |
+
for index in indexs:
|
820 |
+
idx,code=index_to_code[index]
|
821 |
+
DFG.append((code,idx,'comesFrom',[],[]))
|
822 |
+
states[code]=[idx]
|
823 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
824 |
+
else:
|
825 |
+
name_indexs=tree_to_variable_index(name,index_to_code)
|
826 |
+
value_indexs=tree_to_variable_index(value,index_to_code)
|
827 |
+
temp,states=DFG_go(value,index_to_code,states)
|
828 |
+
DFG+=temp
|
829 |
+
for index1 in name_indexs:
|
830 |
+
idx1,code1=index_to_code[index1]
|
831 |
+
for index2 in value_indexs:
|
832 |
+
idx2,code2=index_to_code[index2]
|
833 |
+
DFG.append((code1,idx1,'comesFrom',[code2],[idx2]))
|
834 |
+
states[code1]=[idx1]
|
835 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
836 |
+
elif root_node.type in assignment:
|
837 |
+
left_nodes=root_node.child_by_field_name('left')
|
838 |
+
right_nodes=root_node.child_by_field_name('right')
|
839 |
+
DFG=[]
|
840 |
+
temp,states=DFG_go(right_nodes,index_to_code,states)
|
841 |
+
DFG+=temp
|
842 |
+
name_indexs=tree_to_variable_index(left_nodes,index_to_code)
|
843 |
+
value_indexs=tree_to_variable_index(right_nodes,index_to_code)
|
844 |
+
for index1 in name_indexs:
|
845 |
+
idx1,code1=index_to_code[index1]
|
846 |
+
for index2 in value_indexs:
|
847 |
+
idx2,code2=index_to_code[index2]
|
848 |
+
DFG.append((code1,idx1,'computedFrom',[code2],[idx2]))
|
849 |
+
states[code1]=[idx1]
|
850 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
851 |
+
elif root_node.type in increment_statement:
|
852 |
+
DFG=[]
|
853 |
+
indexs=tree_to_variable_index(root_node,index_to_code)
|
854 |
+
for index1 in indexs:
|
855 |
+
idx1,code1=index_to_code[index1]
|
856 |
+
for index2 in indexs:
|
857 |
+
idx2,code2=index_to_code[index2]
|
858 |
+
DFG.append((code1,idx1,'computedFrom',[code2],[idx2]))
|
859 |
+
states[code1]=[idx1]
|
860 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
861 |
+
elif root_node.type in if_statement:
|
862 |
+
DFG=[]
|
863 |
+
current_states=states.copy()
|
864 |
+
others_states=[]
|
865 |
+
flag=False
|
866 |
+
tag=False
|
867 |
+
if 'else' in root_node.type:
|
868 |
+
tag=True
|
869 |
+
for child in root_node.children:
|
870 |
+
if 'else' in child.type:
|
871 |
+
tag=True
|
872 |
+
if child.type not in if_statement and flag is False:
|
873 |
+
temp,current_states=DFG_go(child,index_to_code,current_states)
|
874 |
+
DFG+=temp
|
875 |
+
else:
|
876 |
+
flag=True
|
877 |
+
temp,new_states=DFG_go(child,index_to_code,states)
|
878 |
+
DFG+=temp
|
879 |
+
others_states.append(new_states)
|
880 |
+
others_states.append(current_states)
|
881 |
+
if tag is False:
|
882 |
+
others_states.append(states)
|
883 |
+
new_states={}
|
884 |
+
for dic in others_states:
|
885 |
+
for key in dic:
|
886 |
+
if key not in new_states:
|
887 |
+
new_states[key]=dic[key].copy()
|
888 |
+
else:
|
889 |
+
new_states[key]+=dic[key]
|
890 |
+
for key in states:
|
891 |
+
if key not in new_states:
|
892 |
+
new_states[key]=states[key]
|
893 |
+
else:
|
894 |
+
new_states[key]+=states[key]
|
895 |
+
for key in new_states:
|
896 |
+
new_states[key]=sorted(list(set(new_states[key])))
|
897 |
+
return sorted(DFG,key=lambda x:x[1]),new_states
|
898 |
+
elif root_node.type in for_statement:
|
899 |
+
DFG=[]
|
900 |
+
for child in root_node.children:
|
901 |
+
temp,states=DFG_go(child,index_to_code,states)
|
902 |
+
DFG+=temp
|
903 |
+
flag=False
|
904 |
+
for child in root_node.children:
|
905 |
+
if flag:
|
906 |
+
temp,states=DFG_go(child,index_to_code,states)
|
907 |
+
DFG+=temp
|
908 |
+
elif child.type=="for_clause":
|
909 |
+
if child.child_by_field_name('update') is not None:
|
910 |
+
temp,states=DFG_go(child.child_by_field_name('update'),index_to_code,states)
|
911 |
+
DFG+=temp
|
912 |
+
flag=True
|
913 |
+
dic={}
|
914 |
+
for x in DFG:
|
915 |
+
if (x[0],x[1],x[2]) not in dic:
|
916 |
+
dic[(x[0],x[1],x[2])]=[x[3],x[4]]
|
917 |
+
else:
|
918 |
+
dic[(x[0],x[1],x[2])][0]=list(set(dic[(x[0],x[1],x[2])][0]+x[3]))
|
919 |
+
dic[(x[0],x[1],x[2])][1]=sorted(list(set(dic[(x[0],x[1],x[2])][1]+x[4])))
|
920 |
+
DFG=[(x[0],x[1],x[2],y[0],y[1]) for x,y in sorted(dic.items(),key=lambda t:t[0][1])]
|
921 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
922 |
+
else:
|
923 |
+
DFG=[]
|
924 |
+
for child in root_node.children:
|
925 |
+
if child.type in do_first_statement:
|
926 |
+
temp,states=DFG_go(child,index_to_code,states)
|
927 |
+
DFG+=temp
|
928 |
+
for child in root_node.children:
|
929 |
+
if child.type not in do_first_statement:
|
930 |
+
temp,states=DFG_go(child,index_to_code,states)
|
931 |
+
DFG+=temp
|
932 |
+
|
933 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
934 |
+
|
935 |
+
|
936 |
+
|
937 |
+
|
938 |
+
def DFG_php(root_node,index_to_code,states):
|
939 |
+
assignment=['assignment_expression','augmented_assignment_expression']
|
940 |
+
def_statement=['simple_parameter']
|
941 |
+
increment_statement=['update_expression']
|
942 |
+
if_statement=['if_statement','else_clause']
|
943 |
+
for_statement=['for_statement']
|
944 |
+
enhanced_for_statement=['foreach_statement']
|
945 |
+
while_statement=['while_statement']
|
946 |
+
do_first_statement=[]
|
947 |
+
states=states.copy()
|
948 |
+
if (len(root_node.children)==0 or root_node.type in ['string_literal','string','character_literal']) and root_node.type!='comment':
|
949 |
+
idx,code=index_to_code[(root_node.start_point,root_node.end_point)]
|
950 |
+
if root_node.type==code:
|
951 |
+
return [],states
|
952 |
+
elif code in states:
|
953 |
+
return [(code,idx,'comesFrom',[code],states[code].copy())],states
|
954 |
+
else:
|
955 |
+
if root_node.type=='identifier':
|
956 |
+
states[code]=[idx]
|
957 |
+
return [(code,idx,'comesFrom',[],[])],states
|
958 |
+
elif root_node.type in def_statement:
|
959 |
+
name=root_node.child_by_field_name('name')
|
960 |
+
value=root_node.child_by_field_name('default_value')
|
961 |
+
DFG=[]
|
962 |
+
if value is None:
|
963 |
+
indexs=tree_to_variable_index(name,index_to_code)
|
964 |
+
for index in indexs:
|
965 |
+
idx,code=index_to_code[index]
|
966 |
+
DFG.append((code,idx,'comesFrom',[],[]))
|
967 |
+
states[code]=[idx]
|
968 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
969 |
+
else:
|
970 |
+
name_indexs=tree_to_variable_index(name,index_to_code)
|
971 |
+
value_indexs=tree_to_variable_index(value,index_to_code)
|
972 |
+
temp,states=DFG_php(value,index_to_code,states)
|
973 |
+
DFG+=temp
|
974 |
+
for index1 in name_indexs:
|
975 |
+
idx1,code1=index_to_code[index1]
|
976 |
+
for index2 in value_indexs:
|
977 |
+
idx2,code2=index_to_code[index2]
|
978 |
+
DFG.append((code1,idx1,'comesFrom',[code2],[idx2]))
|
979 |
+
states[code1]=[idx1]
|
980 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
981 |
+
elif root_node.type in assignment:
|
982 |
+
left_nodes=root_node.child_by_field_name('left')
|
983 |
+
right_nodes=root_node.child_by_field_name('right')
|
984 |
+
DFG=[]
|
985 |
+
temp,states=DFG_php(right_nodes,index_to_code,states)
|
986 |
+
DFG+=temp
|
987 |
+
name_indexs=tree_to_variable_index(left_nodes,index_to_code)
|
988 |
+
value_indexs=tree_to_variable_index(right_nodes,index_to_code)
|
989 |
+
for index1 in name_indexs:
|
990 |
+
idx1,code1=index_to_code[index1]
|
991 |
+
for index2 in value_indexs:
|
992 |
+
idx2,code2=index_to_code[index2]
|
993 |
+
DFG.append((code1,idx1,'computedFrom',[code2],[idx2]))
|
994 |
+
states[code1]=[idx1]
|
995 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
996 |
+
elif root_node.type in increment_statement:
|
997 |
+
DFG=[]
|
998 |
+
indexs=tree_to_variable_index(root_node,index_to_code)
|
999 |
+
for index1 in indexs:
|
1000 |
+
idx1,code1=index_to_code[index1]
|
1001 |
+
for index2 in indexs:
|
1002 |
+
idx2,code2=index_to_code[index2]
|
1003 |
+
DFG.append((code1,idx1,'computedFrom',[code2],[idx2]))
|
1004 |
+
states[code1]=[idx1]
|
1005 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
1006 |
+
elif root_node.type in if_statement:
|
1007 |
+
DFG=[]
|
1008 |
+
current_states=states.copy()
|
1009 |
+
others_states=[]
|
1010 |
+
flag=False
|
1011 |
+
tag=False
|
1012 |
+
if 'else' in root_node.type:
|
1013 |
+
tag=True
|
1014 |
+
for child in root_node.children:
|
1015 |
+
if 'else' in child.type:
|
1016 |
+
tag=True
|
1017 |
+
if child.type not in if_statement and flag is False:
|
1018 |
+
temp,current_states=DFG_php(child,index_to_code,current_states)
|
1019 |
+
DFG+=temp
|
1020 |
+
else:
|
1021 |
+
flag=True
|
1022 |
+
temp,new_states=DFG_php(child,index_to_code,states)
|
1023 |
+
DFG+=temp
|
1024 |
+
others_states.append(new_states)
|
1025 |
+
others_states.append(current_states)
|
1026 |
+
new_states={}
|
1027 |
+
for dic in others_states:
|
1028 |
+
for key in dic:
|
1029 |
+
if key not in new_states:
|
1030 |
+
new_states[key]=dic[key].copy()
|
1031 |
+
else:
|
1032 |
+
new_states[key]+=dic[key]
|
1033 |
+
for key in states:
|
1034 |
+
if key not in new_states:
|
1035 |
+
new_states[key]=states[key]
|
1036 |
+
else:
|
1037 |
+
new_states[key]+=states[key]
|
1038 |
+
for key in new_states:
|
1039 |
+
new_states[key]=sorted(list(set(new_states[key])))
|
1040 |
+
return sorted(DFG,key=lambda x:x[1]),new_states
|
1041 |
+
elif root_node.type in for_statement:
|
1042 |
+
DFG=[]
|
1043 |
+
for child in root_node.children:
|
1044 |
+
temp,states=DFG_php(child,index_to_code,states)
|
1045 |
+
DFG+=temp
|
1046 |
+
flag=False
|
1047 |
+
for child in root_node.children:
|
1048 |
+
if flag:
|
1049 |
+
temp,states=DFG_php(child,index_to_code,states)
|
1050 |
+
DFG+=temp
|
1051 |
+
elif child.type=="assignment_expression":
|
1052 |
+
flag=True
|
1053 |
+
dic={}
|
1054 |
+
for x in DFG:
|
1055 |
+
if (x[0],x[1],x[2]) not in dic:
|
1056 |
+
dic[(x[0],x[1],x[2])]=[x[3],x[4]]
|
1057 |
+
else:
|
1058 |
+
dic[(x[0],x[1],x[2])][0]=list(set(dic[(x[0],x[1],x[2])][0]+x[3]))
|
1059 |
+
dic[(x[0],x[1],x[2])][1]=sorted(list(set(dic[(x[0],x[1],x[2])][1]+x[4])))
|
1060 |
+
DFG=[(x[0],x[1],x[2],y[0],y[1]) for x,y in sorted(dic.items(),key=lambda t:t[0][1])]
|
1061 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
1062 |
+
elif root_node.type in enhanced_for_statement:
|
1063 |
+
name=None
|
1064 |
+
value=None
|
1065 |
+
for child in root_node.children:
|
1066 |
+
if child.type=='variable_name' and value is None:
|
1067 |
+
value=child
|
1068 |
+
elif child.type=='variable_name' and name is None:
|
1069 |
+
name=child
|
1070 |
+
break
|
1071 |
+
body=root_node.child_by_field_name('body')
|
1072 |
+
DFG=[]
|
1073 |
+
for i in range(2):
|
1074 |
+
temp,states=DFG_php(value,index_to_code,states)
|
1075 |
+
DFG+=temp
|
1076 |
+
name_indexs=tree_to_variable_index(name,index_to_code)
|
1077 |
+
value_indexs=tree_to_variable_index(value,index_to_code)
|
1078 |
+
for index1 in name_indexs:
|
1079 |
+
idx1,code1=index_to_code[index1]
|
1080 |
+
for index2 in value_indexs:
|
1081 |
+
idx2,code2=index_to_code[index2]
|
1082 |
+
DFG.append((code1,idx1,'computedFrom',[code2],[idx2]))
|
1083 |
+
states[code1]=[idx1]
|
1084 |
+
temp,states=DFG_php(body,index_to_code,states)
|
1085 |
+
DFG+=temp
|
1086 |
+
dic={}
|
1087 |
+
for x in DFG:
|
1088 |
+
if (x[0],x[1],x[2]) not in dic:
|
1089 |
+
dic[(x[0],x[1],x[2])]=[x[3],x[4]]
|
1090 |
+
else:
|
1091 |
+
dic[(x[0],x[1],x[2])][0]=list(set(dic[(x[0],x[1],x[2])][0]+x[3]))
|
1092 |
+
dic[(x[0],x[1],x[2])][1]=sorted(list(set(dic[(x[0],x[1],x[2])][1]+x[4])))
|
1093 |
+
DFG=[(x[0],x[1],x[2],y[0],y[1]) for x,y in sorted(dic.items(),key=lambda t:t[0][1])]
|
1094 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
1095 |
+
elif root_node.type in while_statement:
|
1096 |
+
DFG=[]
|
1097 |
+
for i in range(2):
|
1098 |
+
for child in root_node.children:
|
1099 |
+
temp,states=DFG_php(child,index_to_code,states)
|
1100 |
+
DFG+=temp
|
1101 |
+
dic={}
|
1102 |
+
for x in DFG:
|
1103 |
+
if (x[0],x[1],x[2]) not in dic:
|
1104 |
+
dic[(x[0],x[1],x[2])]=[x[3],x[4]]
|
1105 |
+
else:
|
1106 |
+
dic[(x[0],x[1],x[2])][0]=list(set(dic[(x[0],x[1],x[2])][0]+x[3]))
|
1107 |
+
dic[(x[0],x[1],x[2])][1]=sorted(list(set(dic[(x[0],x[1],x[2])][1]+x[4])))
|
1108 |
+
DFG=[(x[0],x[1],x[2],y[0],y[1]) for x,y in sorted(dic.items(),key=lambda t:t[0][1])]
|
1109 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
1110 |
+
else:
|
1111 |
+
DFG=[]
|
1112 |
+
for child in root_node.children:
|
1113 |
+
if child.type in do_first_statement:
|
1114 |
+
temp,states=DFG_php(child,index_to_code,states)
|
1115 |
+
DFG+=temp
|
1116 |
+
for child in root_node.children:
|
1117 |
+
if child.type not in do_first_statement:
|
1118 |
+
temp,states=DFG_php(child,index_to_code,states)
|
1119 |
+
DFG+=temp
|
1120 |
+
|
1121 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
1122 |
+
|
1123 |
+
|
1124 |
+
def DFG_javascript(root_node,index_to_code,states):
|
1125 |
+
assignment=['assignment_pattern','augmented_assignment_expression']
|
1126 |
+
def_statement=['variable_declarator']
|
1127 |
+
increment_statement=['update_expression']
|
1128 |
+
if_statement=['if_statement','else']
|
1129 |
+
for_statement=['for_statement']
|
1130 |
+
enhanced_for_statement=[]
|
1131 |
+
while_statement=['while_statement']
|
1132 |
+
do_first_statement=[]
|
1133 |
+
states=states.copy()
|
1134 |
+
if (len(root_node.children)==0 or root_node.type in ['string_literal','string','character_literal']) and root_node.type!='comment':
|
1135 |
+
idx,code=index_to_code[(root_node.start_point,root_node.end_point)]
|
1136 |
+
if root_node.type==code:
|
1137 |
+
return [],states
|
1138 |
+
elif code in states:
|
1139 |
+
return [(code,idx,'comesFrom',[code],states[code].copy())],states
|
1140 |
+
else:
|
1141 |
+
if root_node.type=='identifier':
|
1142 |
+
states[code]=[idx]
|
1143 |
+
return [(code,idx,'comesFrom',[],[])],states
|
1144 |
+
elif root_node.type in def_statement:
|
1145 |
+
name=root_node.child_by_field_name('name')
|
1146 |
+
value=root_node.child_by_field_name('value')
|
1147 |
+
DFG=[]
|
1148 |
+
if value is None:
|
1149 |
+
indexs=tree_to_variable_index(name,index_to_code)
|
1150 |
+
for index in indexs:
|
1151 |
+
idx,code=index_to_code[index]
|
1152 |
+
DFG.append((code,idx,'comesFrom',[],[]))
|
1153 |
+
states[code]=[idx]
|
1154 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
1155 |
+
else:
|
1156 |
+
name_indexs=tree_to_variable_index(name,index_to_code)
|
1157 |
+
value_indexs=tree_to_variable_index(value,index_to_code)
|
1158 |
+
temp,states=DFG_javascript(value,index_to_code,states)
|
1159 |
+
DFG+=temp
|
1160 |
+
for index1 in name_indexs:
|
1161 |
+
idx1,code1=index_to_code[index1]
|
1162 |
+
for index2 in value_indexs:
|
1163 |
+
idx2,code2=index_to_code[index2]
|
1164 |
+
DFG.append((code1,idx1,'comesFrom',[code2],[idx2]))
|
1165 |
+
states[code1]=[idx1]
|
1166 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
1167 |
+
elif root_node.type in assignment:
|
1168 |
+
left_nodes=root_node.child_by_field_name('left')
|
1169 |
+
right_nodes=root_node.child_by_field_name('right')
|
1170 |
+
DFG=[]
|
1171 |
+
temp,states=DFG_javascript(right_nodes,index_to_code,states)
|
1172 |
+
DFG+=temp
|
1173 |
+
name_indexs=tree_to_variable_index(left_nodes,index_to_code)
|
1174 |
+
value_indexs=tree_to_variable_index(right_nodes,index_to_code)
|
1175 |
+
for index1 in name_indexs:
|
1176 |
+
idx1,code1=index_to_code[index1]
|
1177 |
+
for index2 in value_indexs:
|
1178 |
+
idx2,code2=index_to_code[index2]
|
1179 |
+
DFG.append((code1,idx1,'computedFrom',[code2],[idx2]))
|
1180 |
+
states[code1]=[idx1]
|
1181 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
1182 |
+
elif root_node.type in increment_statement:
|
1183 |
+
DFG=[]
|
1184 |
+
indexs=tree_to_variable_index(root_node,index_to_code)
|
1185 |
+
for index1 in indexs:
|
1186 |
+
idx1,code1=index_to_code[index1]
|
1187 |
+
for index2 in indexs:
|
1188 |
+
idx2,code2=index_to_code[index2]
|
1189 |
+
DFG.append((code1,idx1,'computedFrom',[code2],[idx2]))
|
1190 |
+
states[code1]=[idx1]
|
1191 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
1192 |
+
elif root_node.type in if_statement:
|
1193 |
+
DFG=[]
|
1194 |
+
current_states=states.copy()
|
1195 |
+
others_states=[]
|
1196 |
+
flag=False
|
1197 |
+
tag=False
|
1198 |
+
if 'else' in root_node.type:
|
1199 |
+
tag=True
|
1200 |
+
for child in root_node.children:
|
1201 |
+
if 'else' in child.type:
|
1202 |
+
tag=True
|
1203 |
+
if child.type not in if_statement and flag is False:
|
1204 |
+
temp,current_states=DFG_javascript(child,index_to_code,current_states)
|
1205 |
+
DFG+=temp
|
1206 |
+
else:
|
1207 |
+
flag=True
|
1208 |
+
temp,new_states=DFG_javascript(child,index_to_code,states)
|
1209 |
+
DFG+=temp
|
1210 |
+
others_states.append(new_states)
|
1211 |
+
others_states.append(current_states)
|
1212 |
+
if tag is False:
|
1213 |
+
others_states.append(states)
|
1214 |
+
new_states={}
|
1215 |
+
for dic in others_states:
|
1216 |
+
for key in dic:
|
1217 |
+
if key not in new_states:
|
1218 |
+
new_states[key]=dic[key].copy()
|
1219 |
+
else:
|
1220 |
+
new_states[key]+=dic[key]
|
1221 |
+
for key in states:
|
1222 |
+
if key not in new_states:
|
1223 |
+
new_states[key]=states[key]
|
1224 |
+
else:
|
1225 |
+
new_states[key]+=states[key]
|
1226 |
+
for key in new_states:
|
1227 |
+
new_states[key]=sorted(list(set(new_states[key])))
|
1228 |
+
return sorted(DFG,key=lambda x:x[1]),new_states
|
1229 |
+
elif root_node.type in for_statement:
|
1230 |
+
DFG=[]
|
1231 |
+
for child in root_node.children:
|
1232 |
+
temp,states=DFG_javascript(child,index_to_code,states)
|
1233 |
+
DFG+=temp
|
1234 |
+
flag=False
|
1235 |
+
for child in root_node.children:
|
1236 |
+
if flag:
|
1237 |
+
temp,states=DFG_javascript(child,index_to_code,states)
|
1238 |
+
DFG+=temp
|
1239 |
+
elif child.type=="variable_declaration":
|
1240 |
+
flag=True
|
1241 |
+
dic={}
|
1242 |
+
for x in DFG:
|
1243 |
+
if (x[0],x[1],x[2]) not in dic:
|
1244 |
+
dic[(x[0],x[1],x[2])]=[x[3],x[4]]
|
1245 |
+
else:
|
1246 |
+
dic[(x[0],x[1],x[2])][0]=list(set(dic[(x[0],x[1],x[2])][0]+x[3]))
|
1247 |
+
dic[(x[0],x[1],x[2])][1]=sorted(list(set(dic[(x[0],x[1],x[2])][1]+x[4])))
|
1248 |
+
DFG=[(x[0],x[1],x[2],y[0],y[1]) for x,y in sorted(dic.items(),key=lambda t:t[0][1])]
|
1249 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
1250 |
+
elif root_node.type in while_statement:
|
1251 |
+
DFG=[]
|
1252 |
+
for i in range(2):
|
1253 |
+
for child in root_node.children:
|
1254 |
+
temp,states=DFG_javascript(child,index_to_code,states)
|
1255 |
+
DFG+=temp
|
1256 |
+
dic={}
|
1257 |
+
for x in DFG:
|
1258 |
+
if (x[0],x[1],x[2]) not in dic:
|
1259 |
+
dic[(x[0],x[1],x[2])]=[x[3],x[4]]
|
1260 |
+
else:
|
1261 |
+
dic[(x[0],x[1],x[2])][0]=list(set(dic[(x[0],x[1],x[2])][0]+x[3]))
|
1262 |
+
dic[(x[0],x[1],x[2])][1]=sorted(list(set(dic[(x[0],x[1],x[2])][1]+x[4])))
|
1263 |
+
DFG=[(x[0],x[1],x[2],y[0],y[1]) for x,y in sorted(dic.items(),key=lambda t:t[0][1])]
|
1264 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
1265 |
+
else:
|
1266 |
+
DFG=[]
|
1267 |
+
for child in root_node.children:
|
1268 |
+
if child.type in do_first_statement:
|
1269 |
+
temp,states=DFG_javascript(child,index_to_code,states)
|
1270 |
+
DFG+=temp
|
1271 |
+
for child in root_node.children:
|
1272 |
+
if child.type not in do_first_statement:
|
1273 |
+
temp,states=DFG_javascript(child,index_to_code,states)
|
1274 |
+
DFG+=temp
|
1275 |
+
|
1276 |
+
return sorted(DFG,key=lambda x:x[1]),states
|
1277 |
+
|
1278 |
dfg_function={
|
1279 |
'python':DFG_python,
|
1280 |
'java':DFG_java,
|