diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..ebc5a5f --- /dev/null +++ b/.gitignore @@ -0,0 +1,4 @@ +__pycache__ + +.env.local +.venv \ No newline at end of file diff --git a/lazy_dev_ai/cli.py b/lazy_dev_ai/cli.py new file mode 100644 index 0000000..7d548a7 --- /dev/null +++ b/lazy_dev_ai/cli.py @@ -0,0 +1,36 @@ +import click +import os +from lazy_dev_ai.llm import getClient,apply_code_template +from dotenv import load_dotenv +from pathlib import Path +from lazy_dev_ai.prompts.defaults import load_default_prompt +# Load .env and .env.local files +load_dotenv('.env') +load_dotenv('.env.local', override=True) + +@click.group() +@click.option('--api-key', envvar='OPENAI_API_KEY', help='API Key for authentication') +@click.option('--project', envvar='OPENAI_PROJECT',default=None, help='Project identifier (optional)') +@click.option('--organization',envvar='OPENAI_ORGANIZATION', default=None, help='Organization identifier (optional)') +def cli( api_key, project=None,organization=None): + """Main CLI group with API Key""" + if not api_key: + click.echo("API key not provided. Use --api-key option or set API_KEY in environment variables or .env file.") + getClient(api_key=api_key,project=project,organization=organization) + + +@cli.command() +@click.argument('paths', nargs=-1, type=click.Path(exists=True, path_type=Path)) +def improve_comments(paths): + """Improve the comments of the provided file""" + client = getClient() + prompt = load_default_prompt('comment') + + for f in paths: + if f.is_file(): + click.echo(f"Applying template to {f.as_posix()}") + # apply_code_template(code_file=path,prompt=prompt) + + +if __name__ == '__main__': + cli() diff --git a/lazy_dev_ai/llm.py b/lazy_dev_ai/llm.py new file mode 100644 index 0000000..ca3eab0 --- /dev/null +++ b/lazy_dev_ai/llm.py @@ -0,0 +1,101 @@ +from openai import OpenAI +from pydantic import BaseModel, Field, ConfigDict +from pathlib import Path +from string import Template +from enum import Enum +import importlib.resources + +default_template=None +client = None + +with importlib.resources.open_text("lazy_dev_ai.templates", "default_base.txt") as file: + default_template = Template(file.read()) + +class OpenAIRole(str, Enum): + SYSTEM = "system" + USER = "user" + ASSISTANT = "assistant" + +class SEVERITY(str,Enum): + LOW = "LOW" + MEDIUM="MEDIUM" + HIGH = "HIGH" + CRITICAL = "CRITICAL" +class ChatGPTMessage(BaseModel): + role: OpenAIRole + content: str + + +class CodeChangeResponse(BaseModel): + #To provide flexibility in response model, we are allowing extra fields + model_config = ConfigDict(extra="allow") + change_required:bool + content:str|None = Field(None) + change_explanation:str|None = Field(None) + severity:SEVERITY|None = Field(None) + + +def getClient(api_key:str=None, organization:str=None, project:str=None)->OpenAI: + global client + if client is None: + client = OpenAI( + api_key=api_key, + organization=organization, + project = project, + + ) + return client + + +def load_template(file: str | Path|None =None) -> Template: + if file is None: + return default_template + # Ensure the file path is a Path object + file_path = Path(file) + + # Check if the file exists + if not file_path.exists(): + raise FileNotFoundError(f"The file {file_path} does not exist.") + + # Read the contents of the file + with file_path.open("r", encoding="utf-8") as f: + template_content = f.read() + + # Return the Template object + return Template(template_content) + +def load_file(file:str | Path) -> str: + # Ensure the file path is a Path object + file_path = Path(file) + + # Check if the file exists + if not file_path.exists(): + raise FileNotFoundError(f"The file {file_path} does not exist.") + + # Read the contents of the file + with file_path.open("r", encoding="utf-8") as f: + content = f.read() + + # Return the Template object + return content +def write_file(file:str|Path, contents:str): + file_path = Path(file) + with file_path.open("w", encoding="utf-8") as f: + f.write(contents) + +def apply_code_template(code_file:str|Path,prompt_file:str|Path=None,prompt:str=None,model: str = "gpt-4-turbo",template_file:str|Path=None)->CodeChangeResponse: + if prompt is None and prompt_file is None: + raise ValueError("Must provide either a prompt or a prompt file") + prompt = prompt or load_file(prompt_file) + template = load_template(template_file) + code = load_file(code_file) + messages = [ + ChatGPTMessage(role=OpenAIRole.SYSTEM,content=template.substitute({"file_contents":code,"prompt":prompt})), + + ] + + response = getClient().chat.completions.create(model=model, messages=messages) + code_changes = CodeChangeResponse.model_validate_json(response.choices[0].message) + if code_changes.change_required() and code_changes.content is not None: + write_file(file=code_file,contents=code_changes.content) + diff --git a/lazy_dev_ai/prompts/default_cleanup.txt b/lazy_dev_ai/prompts/default_cleanup.txt new file mode 100644 index 0000000..0fc4516 --- /dev/null +++ b/lazy_dev_ai/prompts/default_cleanup.txt @@ -0,0 +1 @@ +Review the following code and suggest improvements to the codebase. Ensure that you provide comments explaining the changes. \ No newline at end of file diff --git a/lazy_dev_ai/prompts/default_comment.txt b/lazy_dev_ai/prompts/default_comment.txt new file mode 100644 index 0000000..991ff2d --- /dev/null +++ b/lazy_dev_ai/prompts/default_comment.txt @@ -0,0 +1 @@ +Review the following code for good and useful comments. Please suggested changes to existing comments and feel free to add new ones that make sense. \ No newline at end of file diff --git a/lazy_dev_ai/prompts/defaults.py b/lazy_dev_ai/prompts/defaults.py new file mode 100644 index 0000000..d7ac0e3 --- /dev/null +++ b/lazy_dev_ai/prompts/defaults.py @@ -0,0 +1,13 @@ +from typing import Literal +import importlib + +default_prompts = Literal["comment","cleanup"] + +def load_default_prompt(prompt_name:default_prompts)->str: + file = None + if prompt_name == "cleanup": + file = "default_cleanup.txt" + elif prompt_name == "comment": + file= "default_comment.txt" + with importlib.resources.open_text("lazy_dev_ai.prompts", file) as file: + return file.read() \ No newline at end of file diff --git a/lazy_dev_ai/templates/default_base.txt b/lazy_dev_ai/templates/default_base.txt new file mode 100644 index 0000000..5754f4b --- /dev/null +++ b/lazy_dev_ai/templates/default_base.txt @@ -0,0 +1,15 @@ +$prompt + +Based on your analysis, respond with a JSON object containing two fields: + +change_required: A boolean field indicating whether any changes are required. +content: An optional field. 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