├── .gitignore ├── .idea ├── .gitignore ├── chatgpt_test_generator.iml ├── inspectionProfiles │ ├── Project_Default.xml │ └── profiles_settings.xml ├── misc.xml ├── modules.xml ├── sonarlint │ ├── issuestore │ │ └── index.pb │ └── securityhotspotstore │ │ └── index.pb └── vcs.xml ├── LICENSE.txt ├── README.md ├── chatgpt_test_generator ├── __init__.py ├── context.py ├── env_operations.py ├── expression_search.py └── interaction.py ├── dist ├── chatgpt_test_generator-0.1.0-py3-none-any.whl ├── chatgpt_test_generator-0.1.0.tar.gz ├── chatgpt_test_generator-0.1.1-py3-none-any.whl ├── chatgpt_test_generator-0.1.1.tar.gz ├── chatgpt_test_generator-0.1.2-py3-none-any.whl └── chatgpt_test_generator-0.1.2.tar.gz ├── poetry.lock ├── pyproject.toml └── tests └── __pycache__ └── test_context.cpython-310-pytest-7.2.2.pyc /.gitignore: -------------------------------------------------------------------------------- 1 | .idea/ 2 | settings.toml 3 | __pycache__/ 4 | tests/.pytest_cache 5 | -------------------------------------------------------------------------------- /.idea/.gitignore: -------------------------------------------------------------------------------- 1 | # Default ignored files 2 | /shelf/ 3 | /workspace.xml 4 | # Editor-based HTTP Client requests 5 | /httpRequests/ 6 | # Datasource local storage ignored files 7 | /dataSources/ 8 | /dataSources.local.xml 9 | -------------------------------------------------------------------------------- /.idea/chatgpt_test_generator.iml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | -------------------------------------------------------------------------------- /.idea/inspectionProfiles/Project_Default.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 6 | -------------------------------------------------------------------------------- /.idea/inspectionProfiles/profiles_settings.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 6 | -------------------------------------------------------------------------------- /.idea/misc.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | -------------------------------------------------------------------------------- /.idea/modules.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | -------------------------------------------------------------------------------- /.idea/sonarlint/issuestore/index.pb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fmelihh/chatgpt-test-generator/c9fa07f8f8d5666fb72e08153f2e329ef680af2e/.idea/sonarlint/issuestore/index.pb -------------------------------------------------------------------------------- /.idea/sonarlint/securityhotspotstore/index.pb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fmelihh/chatgpt-test-generator/c9fa07f8f8d5666fb72e08153f2e329ef680af2e/.idea/sonarlint/securityhotspotstore/index.pb -------------------------------------------------------------------------------- /.idea/vcs.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | -------------------------------------------------------------------------------- /LICENSE.txt: -------------------------------------------------------------------------------- 1 | Copyright (c) 2021 Giorgos Myrianthous 2 | 3 | Permission is hereby granted, free of charge, to any person obtaining 4 | a copy of this software and associated documentation files (the 5 | "Software"), to deal in the Software without restriction, including 6 | without limitation the rights to use, copy, modify, merge, publish, 7 | distribute, sublicense, and/or sell copies of the Software, and to 8 | permit persons to whom the Software is furnished to do so, subject to 9 | the following conditions: 10 | 11 | The above copyright notice and this permission notice shall be 12 | included in all copies or substantial portions of the Software. 13 | 14 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, 15 | EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF 16 | MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND 17 | NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE 18 | LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION 19 | OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION 20 | WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | ## Chatgpt Test Generator 2 | 3 | Easy-to-use test generation tool. Powered by ChatGPT. 4 | 5 | ### **Installation** 6 | 7 | https://pypi.org/project/chatgpt-test-generator/ 8 | 9 | > pip install chatgpt-test-generator 10 | 11 | or 12 | 13 | > poetry add chatgpt-test-generator 14 | 15 | 16 | ### **Project Structure:** 17 | ``` 18 | ├── main.py 19 | ├── poetry.lock 20 | ├── pyproject.toml 21 | ├── settings.toml 22 | └── tests 23 | ``` 24 | 25 | ### **Usage:** 26 | 27 | Generates automatic test for all functions with __#GPT ->__ syntax. 28 | 29 | _Available syntax rules will increase in next releases._ 30 | 31 | __main.py__ 32 | ``` 33 | import chatgpt_test_generator 34 | 35 | 36 | # GPT -> 37 | def search(array: list, number: int): 38 | for idx, element in enumerate(array): 39 | if element == number: 40 | return idx 41 | 42 | return -1 43 | 44 | 45 | if __name__ == "__main__": 46 | chatgpt_test_generator.generate_tests_on_background() 47 | 48 | ``` 49 | 50 | In addition, the settings.toml file should be configured as follows: 51 | 52 | __settings.toml__ 53 | ``` 54 | [default] 55 | CHATGPT_API_KEY = "YOUR OPEN-AI API KEY" 56 | ``` 57 | 58 | 59 | If main.py is run, it will create tests for functions with GPT -> syntax under /test folder. 60 | 61 | ``` 62 | ├── main.py 63 | ├── poetry.lock 64 | ├── pyproject.toml 65 | ├── settings.toml 66 | └── tests 67 | └── test_main.py 68 | ``` 69 | 70 | __test_main.py__ 71 | ``` 72 | from main import search 73 | 74 | 75 | def test_search(): 76 | array = [1, 2, 3, 4, 5] 77 | assert search(array, 3) == 2 78 | assert search(array, 6) == -1 79 | ``` 80 | 81 | It doesn't matter how complex the project folder is. 82 | ``` 83 | ├── comlex_folder1 84 | │ ├── complex_folder2 85 | │ └── complex_folder4 86 | │ └── example.py 87 | │ └── complex_folder_3 88 | ├── main.py 89 | ├── poetry.lock 90 | ├── pyproject.toml 91 | ├── settings.toml 92 | └── tests 93 | └── test_main.py 94 | ``` 95 | 96 | __example.py__ 97 | ``` 98 | # GPT -> 99 | def divide_numbers(number1: int, number2: int): 100 | return number1 / number2 101 | ``` 102 | 103 | If I run main.py again, the output will be like this. 104 | ``` 105 | ├── comlex_folder1 106 | │   ├── complex_folder2 107 | │   │   └── complex_folder4 108 | │   │   └── example.py 109 | │   └── complex_folder_3 110 | ├── main.py 111 | ├── poetry.lock 112 | ├── pyproject.toml 113 | ├── settings.toml 114 | └── tests 115 | ├── test_example.py 116 | └── test_main.py 117 | ``` 118 | 119 | __test_example.py__ 120 | ``` 121 | from comlex_folder1.complex_folder2.complex_folder4.example import divide_numbers 122 | 123 | 124 | def test_divide_numbers(): 125 | assert divide_numbers(4, 2) == 2 126 | assert divide_numbers(9, 3) == 3 127 | assert divide_numbers(2, 4) == 0.5 128 | assert divide_numbers(-4, -2) == 2 129 | assert divide_numbers(-9, 3) == -3 130 | assert divide_numbers(-2, 4) == -0.5 131 | ``` -------------------------------------------------------------------------------- /chatgpt_test_generator/__init__.py: -------------------------------------------------------------------------------- 1 | from .context import generate_tests_on_background 2 | 3 | -------------------------------------------------------------------------------- /chatgpt_test_generator/context.py: -------------------------------------------------------------------------------- 1 | import inspect 2 | import pydoc 3 | from typing import Dict, Any, Optional 4 | from .expression_search import catch_functions 5 | from .env_operations import load_env, load_declarations, save_file_to_declared_path, convert_full_path_to_relative_path 6 | from .interaction import preprocess_functions, generate_gpt_outputs 7 | 8 | _ENVS: Optional[Dict[str, Any]] = None 9 | 10 | 11 | def generate_tests_on_background(max_tokens: int = 1500): 12 | global _ENVS 13 | if _ENVS is None: 14 | _ENVS = load_env() 15 | 16 | functions = dict() 17 | functions_import_statements = dict() 18 | python_files = load_declarations() 19 | 20 | for file_path in python_files: 21 | with open(file_path, "r") as file: 22 | converted_file = file.read() 23 | 24 | filename = f'test_{file_path.split("/")[-1].split(".")[0]}' 25 | function_names = catch_functions(file_text=converted_file) 26 | for function_name in function_names: 27 | import_statement = convert_full_path_to_relative_path( 28 | root_path=_ENVS["ROOT_PATH"], function_path=file_path, function_name=function_name) 29 | 30 | functions_import_statements_array = functions_import_statements.get(filename, []) 31 | functions_import_statements_array.append(import_statement) 32 | functions_import_statements[filename] = functions_import_statements_array 33 | 34 | func = getattr(pydoc.importfile(file_path), function_name) 35 | function_snipped = inspect.getsource(func) 36 | if len(function_snipped) > 0: 37 | function_array = functions.get(filename, []) 38 | function_array.append(function_snipped) 39 | functions[filename] = function_array 40 | 41 | functions = preprocess_functions(functions=functions, max_token_count=max_tokens) 42 | if len(functions) == 0: 43 | return 44 | 45 | chatgpt_outputs = generate_gpt_outputs( 46 | api_key=_ENVS["CHATGPT_API_KEY"], 47 | max_tokens=max_tokens, 48 | functions=functions 49 | ) 50 | 51 | if len(chatgpt_outputs) == 0: 52 | return 53 | 54 | save_file_to_declared_path( 55 | responses=chatgpt_outputs, 56 | functions_import_statements=functions_import_statements, 57 | test_file_path=_ENVS["TEST_FILE_PATH"] 58 | ) 59 | 60 | 61 | __all__ = ["generate_tests_on_background"] 62 | -------------------------------------------------------------------------------- /chatgpt_test_generator/env_operations.py: -------------------------------------------------------------------------------- 1 | import os 2 | import toml 3 | from typing import Dict, Any, List 4 | 5 | _CHATGPT_API_KEY_CONSTANT = "CHATGPT_API_KEY" 6 | _EXCLUDE_FILE_PATHS = ( 7 | "tests", 8 | "chatgpt_test_generator", 9 | ) 10 | 11 | 12 | def load_env() -> Dict[str, Any]: 13 | 14 | root_path = get_root_path() 15 | settings_conf = toml.load(f"{root_path}/settings.toml") 16 | if _CHATGPT_API_KEY_CONSTANT not in settings_conf["default"]: 17 | raise ValueError("CHATGPT_API_KEY must be set in settings.toml file.") 18 | 19 | return { 20 | "TEST_FILE_PATH": f"{root_path}/tests", 21 | "CHATGPT_API_KEY": settings_conf["default"]["CHATGPT_API_KEY"], 22 | "ROOT_PATH": root_path, 23 | } 24 | 25 | 26 | def get_root_path() -> str: 27 | return os.path.abspath(os.curdir) 28 | 29 | 30 | def load_declarations(root_path: str = None) -> List[Any]: 31 | if root_path is None: 32 | root_path = get_root_path() 33 | 34 | folders = [] 35 | for item in os.listdir(root_path): 36 | if item in _EXCLUDE_FILE_PATHS: 37 | continue 38 | 39 | item_path = os.path.join(root_path, item) 40 | 41 | if os.path.isfile(item_path) and item_path.endswith(".py"): 42 | folders.append(item_path) 43 | 44 | elif os.path.isdir(item_path): 45 | children = load_declarations(root_path=item_path) 46 | folders.extend(children) 47 | 48 | return folders 49 | 50 | 51 | def convert_full_path_to_relative_path(root_path: str, function_path: str, function_name: str) -> str: 52 | function_path = ( 53 | function_path 54 | .replace(root_path + "/", "") 55 | .strip() 56 | ) 57 | splitted_path = function_path.split("/") 58 | converted_path = list() 59 | for idx, element in enumerate(splitted_path): 60 | if element.endswith(".py"): 61 | element = element.split(".")[0] 62 | 63 | converted_path.append(element) 64 | 65 | converted_path = '.'.join(converted_path) 66 | return f"from {converted_path} import {function_name}" 67 | 68 | 69 | def save_file_to_declared_path( 70 | responses: Dict[str, List[str]], functions_import_statements: Dict[str, List[str]], test_file_path: str): 71 | for filename, declared_functions in responses.items(): 72 | import_statements = functions_import_statements[filename] 73 | 74 | import_statements = '\n'.join(import_statements) 75 | converted_functions = '\n\n'.join(declared_functions) 76 | file_text = f"{import_statements}\n{converted_functions}" 77 | 78 | with open(f"{test_file_path}/{filename}.py", "w") as python_file: 79 | python_file.write(file_text) 80 | 81 | -------------------------------------------------------------------------------- /chatgpt_test_generator/expression_search.py: -------------------------------------------------------------------------------- 1 | import re 2 | from typing import List 3 | 4 | _FUNCTION_EXPRESSION = r"#\s*GPT\s*->\s*def\s+(\w+)\s*\(" 5 | 6 | 7 | def catch_functions(file_text: str) -> List: 8 | matches = re.findall(_FUNCTION_EXPRESSION, file_text) 9 | return matches 10 | 11 | -------------------------------------------------------------------------------- /chatgpt_test_generator/interaction.py: -------------------------------------------------------------------------------- 1 | import openai 2 | import tokenize 3 | from typing import List, Dict 4 | 5 | 6 | _TEMPERATURE = 0.5 7 | _MODEL = "text-davinci-003" 8 | 9 | 10 | def preprocess_functions(functions: Dict[str, List[str]], max_token_count: int) -> Dict[str, List[str]]: 11 | preprocessed_functions = dict() 12 | for filename, declared_functions in functions.items(): 13 | for declared_function in declared_functions: 14 | declared_function = ( 15 | declared_function 16 | .replace("\n", "") 17 | .strip() 18 | ) 19 | token = list(tokenize.generate_tokens(iter([declared_function]).__next__)) 20 | 21 | if max_token_count > len(token): 22 | function_array = preprocessed_functions.get(filename, []) 23 | function_array.append(declared_function) 24 | preprocessed_functions[filename] = function_array 25 | 26 | return preprocessed_functions 27 | 28 | 29 | def generate_prompt(function_input: str) -> str: 30 | prompt = [ 31 | "Write a pytest test that checks the functionality of a Python function.", 32 | "Use the following function signature as a starting point:", 33 | function_input, 34 | ] 35 | return '\n'.join(prompt) 36 | 37 | 38 | def generate_gpt_outputs(api_key: str, max_tokens: int, functions: Dict[str, List[str]]) -> Dict[str, List[str]]: 39 | responses = dict() 40 | openai.api_key = api_key 41 | for filename, declared_functions in functions.items(): 42 | for declared_function in declared_functions: 43 | try: 44 | generated_prompt = generate_prompt(function_input=declared_function) 45 | response = openai.Completion.create( 46 | model=_MODEL, prompt=generated_prompt, max_tokens=max_tokens, temperature=_TEMPERATURE 47 | )["choices"][0]["text"] 48 | response_array = responses.get(filename, []) 49 | response_array.append(response) 50 | responses[filename] = response_array 51 | except Exception as e: 52 | print(e) 53 | 54 | return responses 55 | -------------------------------------------------------------------------------- /dist/chatgpt_test_generator-0.1.0-py3-none-any.whl: -------------------------------------------------------------------------------- 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