actions

AICoder.py

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+import argparse
+import os
+import sys
+import string
+import random
+from typing import List
+import openai
+import json
+import subprocess
+import tiktoken
+import requests
+from github import Github
+
+#########################
+#### OPENAI FUNCTIONS ###
+#########################
+
+def reportTokens(prompt, model="gpt-4"):
+    encoding = tiktoken.encoding_for_model(model)
+    print("\033[37m" + str(len(encoding.encode(prompt))) + " tokens\033[0m" + " in prompt: " + "\033[92m" + prompt[:50] + "\033[0m" + ("..." if len(prompt) > 50 else ""))
+
+def write_file(file_path: str, content: str):
+    """Write content to a file creating the needed directories first"""
+    os.makedirs(os.path.dirname(file_path), exist_ok=True)
+
+    with open(file_path, "w") as file:
+        file.write(content)
+
+def delete_file(file_path: str):
+    """Delete a file if it exists"""
+
+    if os.path.isfile(file_path):
+        os.remove(file_path)
+
+openai_available_functions = {
+    "write_file": write_file, "delete_file": delete_file
+}
+
+openai_functions = [
+    {
+        "name": "write_file",
+        "description": "Write a file giving the path and the content",
+        "parameters": {
+            "type": "object",
+            "properties": {
+                "file_path": {
+                    "type": "string",
+                    "description": "Path to the file to write",
+                },
+                "content": {
+                    "type": "string",
+                    "description": "Content to write in the file",
+                },
+            },
+            "required": ["file_path", "content"],
+        },
+    },
+    {
+        "name": "delete_file",
+        "description": "Delete a file",
+        "parameters": {
+            "type": "object",
+            "properties": {
+                "file_path": {
+                    "type": "string",
+                    "description": "Path to the file to write",
+                }
+            },
+            "required": ["file_path"],
+        },
+    }
+]
+
+
+#########################
+#### GIT FUNCTIONS ######
+#########################
+
+
+def create_pull_request(branch_name, commit_message, github_token):
+    github = Github(github_token)
+    repo = github.get_repo(os.environ["GITHUB_REPOSITORY"])
+
+    # Create a new branch
+    base_branch = repo.get_branch(repo.default_branch)
+    repo.create_git_ref(ref=f"refs/heads/{branch_name}", sha=base_branch.commit.sha)
+
+    # Commit changes to the new branch
+    subprocess.run(["git", "checkout", branch_name])
+    subprocess.run(["git", "add", "."])
+    subprocess.run(["git", "commit", "-m", commit_message])
+    subprocess.run(["git", "push", "origin", branch_name])
+
+    # Create a pull request
+    pr = repo.create_pull(
+        title=commit_message,
+        body="Generated by OpenAI Github Action",
+        head=branch_name,
+        base=repo.default_branch
+    )
+
+    return pr.html_url
+
+
+#########################
+#### FILE PROCESSING ####
+#########################
+
+
+def process_file(prompt: str, api_key: str, file_path: str, model: str="gpt-4") -> str:
+    with open(file_path, "r") as file:
+        file_content = file.read()
+
+    messages = [
+        {"role": "system", "content": f"You are a developer and your goal is to generate code. The user will ask you to improve and modify some code. Your response must be a valid JSON with the path of each file to write as keys and the content of the files as values. Several files can be written at the same time."},
+        {"role": "user", "content": prompt},
+        {"role": "user", "content": f"This is the code from the file '{file_path}':\n\n{file_content}"}
+    ]
+    openai.api_key = api_key
+
+    reportTokens(f"This is the code from the file '{file_path}':\n\n{file_content}")
+
+    response = openai.ChatCompletion.create(
+        model=model,
+        messages=messages,
+        temperature=0
+    )
+    response_message = response["choices"][0]["message"]
+
+     # Step 2: check if GPT wanted to call a function
+    if response_message.get("function_call"):
+        
+        function_name = response_message["function_call"]["name"]
+        fuction_to_call = openai_available_functions[function_name]
+        function_args = json.loads(response_message["function_call"]["arguments"])
+        fuction_to_call(**function_args)
+
+
+def process_folder(prompt: str, api_key: str, folder_path: str, model: str="gpt-4") -> List[str]:
+    responses = []
+    for root, _, files in os.walk(folder_path):
+        for file in files:
+            file_path = os.path.join(root, file)
+            response = process_file(prompt, api_key, file_path, model)
+            responses.append(response)
+
+
+#########################
+#### MAIN FUNCTION ######
+#########################
+
+
+def get_random_string(length):
+    # With combination of lower and upper case
+    letters = string.ascii_letters
+    result_str = ''.join(random.choice(letters) for i in range(length))
+    return result_str
+
+def main(prompt: str, api_key: str, file_path: str, github_token: str, model: str="gpt-4"):
+    if os.path.isfile(file_path):
+        process_file(prompt, api_key, file_path, model)
+    elif os.path.isdir(file_path):
+        process_folder(prompt, api_key, file_path, model)
+    else:
+        print("Error: Invalid file path.")
+        sys.exit(1)
+
+    try:
+        create_pull_request(get_random_string(5), f"Modified {file_path}", github_token)
+    except Exception as e:
+        print(f"Error: Failed to create pull request. {e}")
+        sys.exit(1)
+
+if __name__ == "__main__":
+    # Setup the argument parser
+    parser = argparse.ArgumentParser()
+
+    # Add arguments for prompt, api_key, file_path and github_token
+    parser.add_argument('--prompt', default=None, type=str, help='Input prompt')
+    parser.add_argument('--api-key', default=None, type=str, help='Input API key')
+    parser.add_argument('--path', default=None, type=str, help='Input file/folder path')
+    parser.add_argument('--github-token', default=None, type=str, help='Github token')
+    parser.add_argument('--model', default="gpt-4", type=str, help='Model to use')
+
+    # Parse the arguments
+    args = parser.parse_args()
+    prompt = os.environ.get("INPUT_PROMPT", args.prompt)
+    api_key = os.environ.get("INPUT_API_KEY", args.api_key)
+    file_path = os.environ.get("INPUT_FILE_PATH", args.path)
+    github_token = os.environ.get("GITHUB_TOKEN", args.github_token)
+    model = os.environ.get("INPUT_MODEL", args.model)
+
+    if not prompt or not api_key or not file_path:
+        print("Error: Missing required inputs.")
+        sys.exit(1)
+    
+    #if not github_token:
+    #    print("Error: Missing github token.")
+    #    sys.exit(1)
+
+    if os.path.exists(prompt):
+        with open(prompt, "r") as file:
+            prompt = file.read()
+    
+    if prompt.startswith("http"):
+        prompt = requests.get(prompt).text
+    
+    main(prompt, api_key, file_path, github_token, model)