app.py

import streamlit as st
import sqlite3
import hashlib
import os
import google.generativeai as genai
import zipfile
from git import Repo
from transformers import AutoModelForCausalLM, AutoTokenizer
import torch
import requests
from fpdf import FPDF
import markdown
import tempfile


# Database setup
DB_FILE = "users.db"

def create_user_table():
    conn = sqlite3.connect(DB_FILE)
    cursor = conn.cursor()
    cursor.execute("""
        CREATE TABLE IF NOT EXISTS users (
            username TEXT PRIMARY KEY,
            password TEXT
        )
    """)
    conn.commit()
    conn.close()

def add_user(username, password):
    conn = sqlite3.connect(DB_FILE)
    cursor = conn.cursor()
    hashed_password = hashlib.sha256(password.encode()).hexdigest()
    try:
        cursor.execute("INSERT INTO users (username, password) VALUES (?, ?)", (username, hashed_password))
        conn.commit()
    except sqlite3.IntegrityError:
        st.error("Username already exists. Please choose a different username.")
    conn.close()

def authenticate_user(username, password):
    conn = sqlite3.connect(DB_FILE)
    cursor = conn.cursor()
    hashed_password = hashlib.sha256(password.encode()).hexdigest()
    cursor.execute("SELECT * FROM users WHERE username = ? AND password = ?", (username, hashed_password))
    user = cursor.fetchone()
    conn.close()
    return user

def initialize_session_state():
    if "authenticated" not in st.session_state:
        st.session_state.authenticated = False
    if "username" not in st.session_state:
        st.session_state.username = None
    if "page" not in st.session_state:
        st.session_state.page = "login"
    if "current_project" not in st.session_state:
        st.session_state.current_project = None
    if "project_uploaded" not in st.session_state:
        st.session_state.project_uploaded = False

def main():
    st.title("SimplifAI")

    # Initialize session state
    initialize_session_state()

    # Initialize database
    create_user_table()

    # Page routing logic
    if st.session_state.page == "login":
        login_page()
    elif st.session_state.page == "workspace":
        workspace_page()
    elif st.session_state.page == "project_view":
        project_view_page()
    elif st.session_state.page == "generate_documentation":
        generate_documentation_page()
    elif st.session_state.page == "view_documentation":
        view_documentation_page()

def login_page():
    st.subheader("Please Log In or Register to Continue")
    auth_mode = st.radio("Choose an Option", ["Log In", "Register"], horizontal=True)

    if auth_mode == "Log In":
        st.subheader("Log In")
        username = st.text_input("Username", key="login_username")
        password = st.text_input("Password", type="password", key="login_password")

        # Handle single-click login
        if st.button("Log In"):
            if authenticate_user(username, password):
                st.session_state.authenticated = True
                st.session_state.username = username
                st.session_state.page = "workspace"
            else:
                st.error("Invalid username or password. Please try again.")
    
    elif auth_mode == "Register":
        st.subheader("Register")
        username = st.text_input("Create Username", key="register_username")
        password = st.text_input("Create Password", type="password", key="register_password")

        # Handle single-click registration
        if st.button("Register"):
            if username and password:
                add_user(username, password)
                st.success("Account created successfully! You can now log in.")
            else:
                st.error("Please fill in all fields.")


def workspace_page():
    # Sidebar with logout button
    st.sidebar.title(f"Hello, {st.session_state.username}!")
    if st.sidebar.button("Log Out"):
        st.session_state.authenticated = False
        st.session_state.username = None
        st.session_state.page = "login"

    # User's folder for projects
    user_folder = os.path.join("user_projects", st.session_state.username)
    os.makedirs(user_folder, exist_ok=True)

    # Refresh project list dynamically
    projects = [d for d in os.listdir(user_folder) if os.path.isdir(os.path.join(user_folder, d))]

    # Display "Projects" dropdown
    selected_project = st.sidebar.selectbox("Projects", ["Select a project"] + projects)

    if selected_project != "Select a project":
        st.session_state.current_project = selected_project
        st.session_state.page = "project_view"
        st.rerun()

    # Display success message if a project was uploaded
    if st.session_state.project_uploaded:
        st.success(f"Project '{st.session_state.current_project}' uploaded successfully!")
        st.session_state.project_uploaded = False  # Reset after showing the message

    # Main content area
    st.subheader("Workspace")
    st.write("You can create a new project by uploading files or folders, or by cloning a GitHub repository.")
    # Existing upload functionality...


    # User action selection
    action = st.radio("Choose an action", ["Upload Files or Folders", "Clone GitHub Repository"], horizontal=True)

    project_name = st.text_input("Enter a project name")

    if action == "Upload Files or Folders":
        st.subheader("Upload Files or Folders")
        uploaded_files = st.file_uploader(
            "Upload one or more files or a .zip archive for folders", accept_multiple_files=True
        )

        if uploaded_files and project_name:
            if st.button("Upload Project"):
                project_folder = os.path.join(user_folder, project_name)
                os.makedirs(project_folder, exist_ok=True)

                for uploaded_file in uploaded_files:
                    # Save uploaded .zip files or regular files
                    file_path = os.path.join(project_folder, uploaded_file.name)

                    with open(file_path, "wb") as f:
                        f.write(uploaded_file.getbuffer())

                    # If a .zip file is uploaded, extract its contents
                    if uploaded_file.name.endswith(".zip"):
                        try:
                            with zipfile.ZipFile(file_path, "r") as zip_ref:
                                zip_ref.extractall(project_folder)
                            os.remove(file_path)  # Remove the .zip file after extraction
                            st.success(f"Folder from {uploaded_file.name} extracted successfully!")
                        except zipfile.BadZipFile:
                            st.error(f"File {uploaded_file.name} is not a valid .zip file.")
                    else:
                        st.success(f"File {uploaded_file.name} saved successfully!")

                # Update session state and trigger a rerun
                st.session_state.current_project = project_name
                st.session_state.project_uploaded = True
                st.rerun()

    elif action == "Clone GitHub Repository":
        st.subheader("Clone GitHub Repository")
        repo_url = st.text_input("Enter the GitHub repository URL")

        if repo_url and project_name:
            if st.button("Upload Project"):
                project_folder = os.path.join(user_folder, project_name)
                os.makedirs(project_folder, exist_ok=True)

                try:
                    Repo.clone_from(repo_url, project_folder)
                    # Update session state and trigger a rerun
                    st.session_state.current_project = project_name
                    st.session_state.project_uploaded = True
                    st.rerun()
                except Exception as e:
                    st.error(f"Failed to clone repository: {e}")

#------------------------------------------------------------------------------------------------------------------------------------------------------------------------


# Configure Gemini API
gemini = os.getenv("GEMINI")
genai.configure(api_key=gemini)
model = genai.GenerativeModel("gemini-1.5-flash")



def read_project_files(project_path):
    """Reads all files in the project directory and its subdirectories."""
    file_paths = []
    for root, _, files in os.walk(project_path):
        for file in files:
            # Skip .git files or folders from GitHub clones
            if ".git" not in root:
                file_paths.append(os.path.join(root, file))
    return file_paths

def read_files(file_paths):
    """Reads content from a list of file paths."""
    file_contents = {}
    for file_path in file_paths:
        if os.path.exists(file_path):
            try:
                # Attempt to read the file as UTF-8
                with open(file_path, 'r', encoding='utf-8') as file:
                    file_contents[file_path] = file.read()
            except UnicodeDecodeError:
                print(f"Skipping binary or non-UTF-8 file: {file_path}")
        else:
            print(f"File not found: {file_path}")
    return file_contents


def generate_prompt(file_contents, functionality_description):
    """Generates a prompt for Gemini to analyze the files."""
    prompt = "Analyze the following code files to identify all functions required to implement the functionality: "
    prompt += f"'{functionality_description}'.\n\n"

    for file_path, content in file_contents.items():
        prompt += f"File: {os.path.basename(file_path)}\n{content}\n\n"
    
    prompt += "For each relevant function, provide:\n"
    prompt += "1. Which file the function is found in.\n"
    prompt += "2. The function name.\n"
    prompt += "3. Dependencies on other functions or modules.\n"

    prompt += """ 
            Return your output in the following format providing no commentary:

            Project Summary:
                <A summary of the project>
            Functionality:
                <a more precise version of the user defined funcionality>
            Functions:
                <for each file containing relevant functions>
                    <file name of the file that contains relevant functions>:
                        -<relevant function header from the current file>:
                            -Function Dependencies:<function dependencies seperated by commas>
    """

    return prompt

def identify_required_functions(project_path, functionality_description):
    """Identifies required functions for a specified functionality."""
    # Gather all file paths in the project directory
    file_paths = read_project_files(project_path)
    
    # Read file contents
    file_contents = read_files(file_paths)
    
    # Generate a refined prompt for Gemini
    prompt = generate_prompt(file_contents, functionality_description)
    
    # Call the Gemini model
    response = model.generate_content(prompt)
    
    # Process and return the response
    return response.text


def extract_cleaned_gemini_output(gemini_output):
    """
    Removes the 'Functions' section and any irrelevant content from the Gemini output.
    Args:
        gemini_output (str): The raw output returned by Gemini.
    Returns:
        str: Cleaned output without the 'Functions' section.
    """
    lines = gemini_output.splitlines()
    cleaned_output = []
    skip_section = False

    for line in lines:
        line = line.strip()

        # Detect the start of the "Functions:" section and skip it
        if line.startswith("Functions:"):
            skip_section = True

        # Detect the end of the "Functions:" section and resume processing
        if skip_section and (line.startswith("Tasks:") or line.startswith("Project Summary:")):
            skip_section = False

        # Append lines outside the skipped section
        if not skip_section:
            cleaned_output.append(line)

    # Return the cleaned output with blank lines filtered out
    return "\n".join(line for line in cleaned_output if line)






def split_into_chunks(content, chunk_size=1000):
    """Splits large content into smaller chunks."""
    return [content[i:i + chunk_size] for i in range(0, len(content), chunk_size)]

def generate_detailed_documentation(file_contents, functionality_description):
    """
    Generates detailed documentation using Gemini directly.
    Args:
        file_contents (dict): A dictionary with file paths as keys and their content as values.
        functionality_description (str): A description of the functionality to document.
    Returns:
        str: The generated documentation.
    """
    prompt = f"""
    The following code files are provided. Analyze their contents and generate comprehensive documentation.

    Functionality description: '{functionality_description}'

    Tasks:
    1. Generate a project summary:
        '
        Project Summary:
        <Include project description and library or module dependencies>
        '
    2. Refine the user-defined functionality:
        '
        Functionality Summary:
        <Provide an enhanced description of user-specified functionality>
        '
    3. Describe the functionality flow:
        '
        Functionality Flow:
        <In point form, explain the sequence of functions and data flow mentioning each function being used. If there are multiple initial input points required for the user-defined functionality, show the flow of each one
        and all each function being used. Make sure to have NO empty line between 'Functionality Flow' and this content>
        '
    4. Generate detailed documentation for each function in the codebase:
        '
        Function Documentation:
        For each function:
        - '<function name>':
          - Summary: <Description of the function's purpose>
          - Inputs: <Details of inputs and their types>
          - Outputs: <Details of outputs and their types>
          - Dependencies: <Dependencies on other modules/functions>
          - Data structures: <Details of data structures used>
          - Algorithmic Details: <Description of the algorithm used>
          - Error Handling: <Description of how the function handles errors>
          - Assumptions: <Any assumptions the function makes>
          - Example Usage: <Example demonstrating usage>
        '
    Please return only the required documentation in the specified format.

    Code files:
    """
    for file_path, content in file_contents.items():
        prompt += f"\nFile: {os.path.basename(file_path)}\n{content}\n"

    response = model.generate_content(prompt)
    return process_gemini_output(response.text.strip())

def process_gemini_output(output):
    """
    Processes the raw output from Gemini to format it appropriately.
    
    - Removes ``` at the top and bottom of the output.
    - Removes all pairs of **.
    - Replaces ` used as a quote with '.
    - Replaces leading '*' with '-' for lists.
    
    Args:
        output (str): The raw Gemini output.
    
    Returns:
        str: The processed and cleaned output.
    """
    # Remove leading and trailing ```
    if output.startswith("```") and output.endswith("```"):
        output = output[3:-3].strip()
    
    # Remove all pairs of **
    output = output.replace("**", "")
    
    # Replace ` with '
    output = output.replace("`", "'")
    
    # Replace leading '*' with '-' for list items
    lines = output.splitlines()
    processed_lines = []
    for line in lines:
        stripped_line = line.strip()
        if stripped_line.startswith("*"):
            # Only replace if the '*' is at the start or followed by whitespace
            processed_lines.append(line.replace("*", "-", 1))
        else:
            processed_lines.append(line)
    
    return "\n".join(processed_lines)
    
def generate_documentation_page():
    st.subheader(f"Generate Documentation for {st.session_state.current_project}")
    st.write("Enter the functionality or parts of the project for which you'd like to generate documentation.")

    # Prompt user for functionality description
    functionality = st.text_area(
        "Describe the functionality",
        placeholder="e.g., Explain the function of the file `main.py`",
    )

    # Button to start analyzing functionality
    if st.button("Analyze"):
        if functionality.strip():
            st.write("Analyzing project files... Please wait.")

            # Get the path of the current project
            user_folder = os.path.join("user_projects", st.session_state.username)
            project_folder = os.path.join(user_folder, st.session_state.current_project)

            if os.path.exists(project_folder):
                try:
                    # Gather all file paths in the project directory
                    file_paths = read_project_files(project_folder)

                    # Read file contents
                    file_contents = read_files(file_paths)

                    # Generate documentation using Gemini
                    documentation = generate_detailed_documentation(file_contents, functionality)

                    # Save the documentation in session state for exporting
                    st.session_state.generated_documentation = documentation

                    # Display the final documentation
                    st.success("Documentation generated successfully!")
                    st.text_area("Generated Documentation", documentation, height=600)
                except Exception as e:
                    st.error(f"An error occurred: {e}")
            else:
                st.error("Project folder not found. Ensure the GitHub repository was cloned successfully.")
        else:
            st.error("Please enter the functionality to analyze.")

    # Add export buttons if documentation is available
    if "generated_documentation" in st.session_state and st.session_state.generated_documentation:
        documentation = st.session_state.generated_documentation

        # Button to generate PDF
        if st.button("Generate PDF"):
            pdf = FPDF()
            pdf.set_auto_page_break(auto=True, margin=15)
            pdf.add_page()
            pdf.set_font("Courier", size=12)

            # Write documentation to PDF with headers
            for line in documentation.split("\n"):
                if line.startswith("Project Summary:") or line.startswith("Functionality Summary:") or \
                   line.startswith("Functionality Flow:") or line.startswith("Function Documentation:"):
                    pdf.set_font("Courier", style="B", size=14)
                elif line.startswith("- '"):
                    pdf.set_font("Courier", style="B", size=12)
                else:
                    pdf.set_font("Courier", size=12)
                pdf.multi_cell(0, 10, line)

            # Save and allow download of the PDF
            pdf_file = tempfile.NamedTemporaryFile(delete=False, suffix=".pdf")
            pdf.output(pdf_file.name)
            st.download_button(
                label="Download PDF",
                data=open(pdf_file.name, "rb").read(),
                file_name="documentation.pdf",
                mime="application/pdf",
            )
            os.unlink(pdf_file.name)

        # Button to generate Markdown file
        if st.button("Generate Markdown File"):
            markdown_file_path = os.path.join(user_folder, f"{st.session_state.current_project}_documentation.md")
            with open(markdown_file_path, "w") as md_file:
                md_file.write(f"# Documentation for {st.session_state.current_project}\n\n")
                md_file.write(documentation)
            st.success(f"Markdown file generated at: {markdown_file_path}")

# Helper function to generate PDF
def generate_pdf(documentation):
    pdf = FPDF()
    pdf.set_auto_page_break(auto=True, margin=15)
    pdf.add_page()
    pdf.set_font("Courier", size=12)  # Use Courier for an IDE-like font

    # Add headers and content
    for line in documentation.splitlines():
        if line.startswith("- '"):
            pdf.set_font("Courier", style="B", size=12)  # Bold for specific lines
            pdf.multi_cell(0, 10, line)
        elif line.startswith("Project Summary:") or line.startswith("Functionality Summary:") or \
             line.startswith("Functionality Flow:") or line.startswith("Function Documentation:"):
            pdf.set_font("Courier", style="B", size=14)  # Bold larger headers
            pdf.multi_cell(0, 10, line)
        else:
            pdf.set_font("Courier", size=12)  # Regular for other lines
            pdf.multi_cell(0, 10, line)

    # Save and download the PDF
    project_name = st.session_state.current_project
    pdf_file_name = f"{project_name} Documentation.pdf"
    pdf_file = tempfile.NamedTemporaryFile(delete=False, suffix=".pdf")
    pdf.output(pdf_file.name)
    st.download_button(
        label="Download PDF",
        data=open(pdf_file.name, "rb").read(),
        file_name=pdf_file_name,
        mime="application/pdf",
    )
    os.unlink(pdf_file.name)


# Helper function to generate Markdown file
def generate_markdown_file(documentation):
    # Ensure the user folder is defined
    user_folder = os.path.join("user_projects", st.session_state.username)
    os.makedirs(user_folder, exist_ok=True)

    # Generate the Markdown file name
    project_name = st.session_state.current_project
    markdown_file_name = f"{project_name} Documentation.md"

    # Format documentation with markdown-specific rules
    formatted_lines = []
    for line in documentation.splitlines():
        if line.startswith("- '") and line.endswith("':"):
            formatted_lines.append(f"**{line}**")  # Bold specific lines
        elif line.startswith("Project Summary:") or line.startswith("Functionality Summary:") or \
             line.startswith("Functionality Flow:") or line.startswith("Function Documentation:"):
            formatted_lines.append(f"# {line}")  # Header for large sections
        else:
            formatted_lines.append(line)

    formatted_documentation = "\n".join(formatted_lines)

    # Save as a temporary Markdown file
    markdown_file = tempfile.NamedTemporaryFile(delete=False, suffix=".md")
    with open(markdown_file.name, "w") as f:
        f.write(formatted_documentation)

    # Provide download button for the Markdown file
    st.download_button(
        label="Download Markdown File",
        data=open(markdown_file.name, "rb").read(),
        file_name=markdown_file_name,
        mime="text/markdown",
    )
    os.unlink(markdown_file.name)


#------------------------------------------------------------------------------------------------------------------------------------------------------------------------


def view_documentation_page():
    st.subheader(f"View Documentation for {st.session_state.current_project}")
    st.write("This page will display the generated documentation for the selected project.")
    if st.button("Back to Project"):
        st.session_state.page = "project_view"
        st.rerun()

def project_view_page():
    # Sidebar with logout and return buttons
    st.sidebar.title(f"Project: {st.session_state.current_project}")
    if st.sidebar.button("Back to Workspace"):
        st.session_state.page = "workspace"
        st.rerun()
    if st.sidebar.button("Log Out"):
        st.session_state.authenticated = False
        st.session_state.username = None
        st.session_state.page = "login"
        st.rerun()

    # Main content for project page
    st.subheader(f"Project: {st.session_state.current_project}")
    st.write("Manage your project and explore its files.")

    # Buttons for documentation functionality
    if st.button("Generate Documentation"):
        st.session_state.page = "generate_documentation"
        st.rerun()

    if st.button("View Documentation"):
        st.session_state.page = "view_documentation"
        st.rerun()

    # Toggle file structure display (if required)
    if "show_file_structure" not in st.session_state:
        st.session_state.show_file_structure = False

    if st.button("Show File Structure"):
        st.session_state.show_file_structure = not st.session_state.show_file_structure

    if st.session_state.show_file_structure:
        user_folder = os.path.join("user_projects", st.session_state.username)
        project_folder = os.path.join(user_folder, st.session_state.current_project)

        st.write("File structure:")

        for root, dirs, files in os.walk(project_folder):
            level = root.replace(project_folder, "").count(os.sep)
            indent = " " * 4 * level

            if level == 0:
                st.write(f"📂 {os.path.basename(root)}")
            else:
                with st.expander(f"{indent}📂 {os.path.basename(root)}"):
                    sub_indent = " " * 4 * (level + 1)
                    for file in files:
                        st.write(f"{sub_indent}📄 {file}")



if __name__ == "__main__":
    main()