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| try: | |
| import requests | |
| import os | |
| import subprocess as sp | |
| from bs4 import BeautifulSoup | |
| from nbconvert import PythonExporter | |
| import shutil | |
| except Exception as e: | |
| print("Some modules are missing:", e) | |
| print("Do you want to install them via this Python program?") | |
| option = input("Y or N: ") | |
| if option.lower() not in ["y", "n"]: | |
| exit() | |
| elif option.lower() == "n": | |
| exit() | |
| elif option.lower() == "y": | |
| print("Make sure your internet connection is active; otherwise, it may throw an error. Press 'N' to exit.") | |
| curr_dir = os.getcwd() | |
| os.system("pip install -r " + curr_dir + "/requirements.txt") | |
| def web_scrape(user_url,st): | |
| username=user_url[19:] | |
| if username.endswith("/"): | |
| username=username[:-1] | |
| print(username) | |
| base_url = f"https://api.github.com/users/{username}/repos" | |
| response = requests.get(base_url) | |
| if response.status_code != 200: | |
| return ("Please provide a valid link.",1) | |
| st.text("Extracting the Repos") | |
| repos = [] | |
| repositories = response.json() | |
| for repo in repositories: | |
| repo_name = repo["name"] | |
| repos.append("https://github.com/"+username + "/" +repo_name) | |
| return repos,0 | |
| def data_cloning(repos,st): | |
| if os.path.isdir("/tmp/repos"): | |
| shutil.rmtree("/tmp/repos") | |
| os.mkdir("/tmp/repos") | |
| st.text("Cloning the Repos") | |
| os.chdir("/tmp/repos") | |
| for i in repos: | |
| sp.run(["git", "clone", i], stdout=sp.DEVNULL, stderr=sp.DEVNULL) | |
| return os.getcwd() | |
| def data_cleaning(directory,st): | |
| exporter = PythonExporter() | |
| st.text("Cleaning the Repos") | |
| if len(os.listdir(os.getcwd())) ==0: | |
| st.text("Not a Valid Repo") | |
| return | |
| for root, dirs, files in os.walk(directory, topdown=False): | |
| for filename in files: | |
| file_path = os.path.join(root, filename) | |
| #if filename.endswith(".ipynb"): | |
| #output, _ = exporter.from_filename(file_path) | |
| #with open(os.path.join(root, filename[:-6] + ".py"), "w") as script_file: | |
| # script_file.write(output) | |
| #os.remove(file_path) | |
| if not (filename.endswith(".py") or filename.endswith(".ipynb")): | |
| os.remove(file_path) | |
| for dir_name in dirs: | |
| dir_path = os.path.join(root, dir_name) | |
| if not os.listdir(dir_path): | |
| os.rmdir(dir_path) | |
| def analyse(st): | |
| project_and_grades = {} | |
| report_analysis = {} | |
| st.text("Analysing...") | |
| if len(os.listdir(os.getcwd())) ==0: | |
| st.text("Not a Valid Repo") | |
| return | |
| for file in os.listdir(os.getcwd()): | |
| print(file) | |
| path = os.getcwd() + "/" + file | |
| cmd = ["radon", "cc", "--total-average","--include-ipynb", file] | |
| res = sp.check_output(cmd) | |
| index = res.decode().find("Average") | |
| if index <= 0: | |
| grade = "A" | |
| score = 0.5 | |
| else: | |
| grade = res.decode()[index:] | |
| score = grade[23:-1] | |
| score = score[:3] | |
| grade=grade[20] | |
| project_and_grades["Repo " + file] = " Score " + str(score) | |
| report_analysis["Repo " + file] = [float(score)] | |
| shutil.rmtree('/tmp/repos') | |
| return project_and_grades,report_analysis | |
| def self_analysis(report_analysis): | |
| score= max(report_analysis.values()) | |
| for keyss in report_analysis: | |
| if report_analysis[keyss]==score: | |
| repo = keyss | |
| return repo,score | |
| """def main(): | |
| web_scrape() | |
| curr_path=data_cloning() | |
| data_cleaning(curr_path) | |
| report=analyse() | |
| print(report) | |
| if __name__ == main(): | |
| main() | |
| """ |