LLM-Geo/test_code.py at master · anuragpal/LLM-Geo · GitHub

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
#
# import traceback
#
# code = """
# def test_func():
#     print("Inside test_func.")
#     raise Exception("An error occurred in test_func.")
#     print("Should have an error")
# test_func()
# """
#
# try:
#     print(code)
#     exec(compile(code, '<at runtime>', 'exec'))
# except Exception as e:
#     exc_type, exc_value, exc_traceback = type(e), e, e.__traceback__
#     traceback_details = traceback.extract_tb(exc_traceback)
#
#     filename = traceback_details[-1].filename
#     line_number = traceback_details[-1].lineno
#     function_name = traceback_details[-1].name
#     code_lines = code.split('\n')
#     code_lines = [line for line in code_lines if line.strip() != '']
#
#     print("code lines:", code_lines)
#
#     # line = traceback_details[-1].line
#     line = code_lines[line_number]
#
#     print(f"Exception occurred in file: {filename}")
#     print(f"Line number: {line_number}")
#     print(f"Function that caused the exception: {function_name}")
#     print(f"Exception type: {exc_type.__name__}")
#     print(f"Exception message: {exc_value}")
#     print(f"Line of code that caused the exception: {line}")


code = """
def f1():
    f2()

def f2():
    1 / 0

f1()
"""

a = compile(code, 'Complete program', 'exec')

import sys
import traceback

# try:
#     exec(a)
# except:
#     etype, exc, tb = sys.exc_info()
#     exttb = traceback.extract_tb(tb)
#
#     ## Fill the missing data:
#     exttb2 = [(fn, lnnr, funcname,
#                (code.splitlines()[lnnr-1] if fn=='Solution'
#                 else line))
#               for fn, lnnr, funcname, line in exttb]
#
#     # Print:
#     error_info_str = 'Traceback (most recent call last):\n'
#     # sys.stderr.write('Traceback (most recent call last):\n')
#     for line in traceback.format_list(exttb2[1:]):
#         # sys.stderr.write(line)
#         error_info_str += line
#     for line in traceback.format_exception_only(etype, exc):
#         # sys.stderr.write(line)
#         error_info_str += line
#
#     print(error_info_str)


class LLM_Test():
    def execute_complete_program(self, code: str, try_cnt: int = 1) -> str:
        compiled_code = compile(code, 'Complete program', 'exec')

        count = 0
        while count < try_cnt:
            print(f"\n\n-------------- Running code (trial # {count + 1}/{try_cnt}) --------------\n\n")
            try:
                count += 1
                exec(compiled_code, globals())  # #pass only globals() not locals()
                #!!!!    all variables in code will become global variables! May cause huge issues!     !!!!
                print("\n\n--------------- Done ---------------\n\n")
                return code

            # except SyntaxError as err:
            #     error_class = err.__class__.__name__
            #     detail = err.args[0]
            #     line_number = err.lineno
            #
            except Exception as err:

                cl, exc, tb = sys.exc_info()
                line_number = traceback.extract_tb(tb)[-1][1]

                # print("An error occurred: ", traceback.extract_tb(tb))

                # if count == try_cnt:
                #     print(f"Failed to execute and debug the code within {try_cnt} times.")
                #     return code

                error_info_str = self.get_debug_prompt(exception=err, code=code)
                # print("Sending error information to LLM for debugging...")
                # print("Prompt:\n", debug_prompt)

        return error_info_str


    def get_debug_prompt(self, exception, code):
        etype, exc, tb = sys.exc_info()
        exttb = traceback.extract_tb(tb)

        ## Fill the missing data:
        exttb2 = [(fn, lnnr, funcname,
                   (code.splitlines()[lnnr - 1] if fn == 'Complete program'
                    else line))
                  for fn, lnnr, funcname, line in exttb]

        # Print:
        print(f"traceback.format_exc():\n{traceback.format_exc()}")

        error_info_str = 'Traceback (most recent call last):\n'
        # sys.stderr.write('Traceback (most recent call last):\n')
        for line in traceback.format_list(exttb2[1:]):
            # sys.stderr.write(line)
            error_info_str += line
        for line in traceback.format_exception_only(etype, exc):
            # sys.stderr.write(line)
            error_info_str += line

        # traceback.print_exc()

        # print("error_info_str:", error_info_str)


        return error_info_str


code = """
def f1():
    f2()

def f2():
    1 / 0

f1()
"""


llm = LLM_Test()

error_info_str = llm.execute_complete_program(code=code)

print(f"error_info_str：\n{error_info_str}")