#!/usr/bin/env python3
"""
room_detector_local.py — Local setup, no API required.

Two ways to define rooms without calling any AI:
  1. Auto-detect from folder structure (zero config)
  2. Define manually in mempalace.yaml

No internet. No API key. Your files stay on your machine.
"""

import os
import sys
import yaml
from pathlib import Path
from collections import defaultdict

# Common room patterns — detected from folder names and filenames
# Format: {folder_keyword: room_name}
FOLDER_ROOM_MAP = {
    "frontend": "frontend",
    "front-end": "frontend",
    "front_end": "frontend",
    "client": "frontend",
    "ui": "frontend",
    "views": "frontend",
    "components": "frontend",
    "pages": "frontend",
    "backend": "backend",
    "back-end": "backend",
    "back_end": "backend",
    "server": "backend",
    "api": "backend",
    "routes": "backend",
    "services": "backend",
    "controllers": "backend",
    "models": "backend",
    "database": "backend",
    "db": "backend",
    "docs": "documentation",
    "doc": "documentation",
    "documentation": "documentation",
    "wiki": "documentation",
    "readme": "documentation",
    "notes": "documentation",
    "design": "design",
    "designs": "design",
    "mockups": "design",
    "wireframes": "design",
    "assets": "design",
    "storyboard": "design",
    "costs": "costs",
    "cost": "costs",
    "budget": "costs",
    "finance": "costs",
    "financial": "costs",
    "pricing": "costs",
    "invoices": "costs",
    "accounting": "costs",
    "meetings": "meetings",
    "meeting": "meetings",
    "calls": "meetings",
    "meeting_notes": "meetings",
    "standup": "meetings",
    "minutes": "meetings",
    "team": "team",
    "staff": "team",
    "hr": "team",
    "hiring": "team",
    "employees": "team",
    "people": "team",
    "research": "research",
    "references": "research",
    "reading": "research",
    "papers": "research",
    "planning": "planning",
    "roadmap": "planning",
    "strategy": "planning",
    "specs": "planning",
    "requirements": "planning",
    "tests": "testing",
    "test": "testing",
    "testing": "testing",
    "qa": "testing",
    "scripts": "scripts",
    "tools": "scripts",
    "utils": "scripts",
    "config": "configuration",
    "configs": "configuration",
    "settings": "configuration",
    "infrastructure": "configuration",
    "infra": "configuration",
    "deploy": "configuration",
}


def detect_rooms_from_folders(project_dir: str) -> list:
    """
    Walk the project folder structure.
    Find top-level subdirectories that match known room patterns.
    Returns list of room dicts.
    """
    project_path = Path(project_dir).expanduser().resolve()
    found_rooms = {}

    SKIP_DIRS = {
        ".git",
        "node_modules",
        "__pycache__",
        ".venv",
        "venv",
        "env",
        "dist",
        "build",
        ".next",
        "coverage",
    }

    # Check top-level directories first (most reliable signal)
    for item in project_path.iterdir():
        if item.is_dir() and item.name not in SKIP_DIRS:
            name_lower = item.name.lower().replace("-", "_")
            if name_lower in FOLDER_ROOM_MAP:
                room_name = FOLDER_ROOM_MAP[name_lower]
                if room_name not in found_rooms:
                    found_rooms[room_name] = item.name
            # Also check if folder name IS a good room name directly
            elif len(item.name) > 2 and item.name[0].isalpha():
                clean = item.name.lower().replace("-", "_").replace(" ", "_")
                if clean not in found_rooms:
                    found_rooms[clean] = item.name

    # Walk one level deeper for nested patterns
    for item in project_path.iterdir():
        if item.is_dir() and item.name not in SKIP_DIRS:
            for subitem in item.iterdir():
                if subitem.is_dir() and subitem.name not in SKIP_DIRS:
                    name_lower = subitem.name.lower().replace("-", "_")
                    if name_lower in FOLDER_ROOM_MAP:
                        room_name = FOLDER_ROOM_MAP[name_lower]
                        if room_name not in found_rooms:
                            found_rooms[room_name] = subitem.name

    # Build room list
    rooms = []
    for room_name, original in found_rooms.items():
        rooms.append(
            {
                "name": room_name,
                "description": f"Files from {original}/",
                "keywords": [room_name, original.lower()],
            }
        )

    # Always add "general" as fallback
    if not any(r["name"] == "general" for r in rooms):
        rooms.append(
            {
                "name": "general",
                "description": "Files that don't fit other rooms",
                "keywords": [],
            }
        )

    return rooms


def detect_rooms_from_files(project_dir: str) -> list:
    """
    Fallback: if folder structure gives no signal,
    detect rooms from recurring filename patterns.
    """
    project_path = Path(project_dir).expanduser().resolve()
    keyword_counts = defaultdict(int)

    SKIP_DIRS = {".git", "node_modules", "__pycache__", ".venv", "venv", "dist", "build"}

    for root, dirs, filenames in os.walk(project_path):
        dirs[:] = [d for d in dirs if d not in SKIP_DIRS]
        for filename in filenames:
            name_lower = filename.lower().replace("-", "_").replace(" ", "_")
            for keyword, room in FOLDER_ROOM_MAP.items():
                if keyword in name_lower:
                    keyword_counts[room] += 1

    # Return rooms that appear more than twice
    rooms = []
    for room, count in sorted(keyword_counts.items(), key=lambda x: x[1], reverse=True):
        if count >= 2:
            rooms.append(
                {
                    "name": room,
                    "description": f"Files related to {room}",
                    "keywords": [room],
                }
            )
        if len(rooms) >= 6:
            break

    if not rooms:
        rooms = [{"name": "general", "description": "All project files", "keywords": []}]

    return rooms


def print_proposed_structure(project_name: str, rooms: list, total_files: int, source: str):
    print(f"\n{'=' * 55}")
    print("  MemPalace Init — Local setup")
    print(f"{'=' * 55}")
    print(f"\n  WING: {project_name}")
    print(f"  ({total_files} files found, rooms detected from {source})\n")
    for room in rooms:
        print(f"    ROOM: {room['name']}")
        print(f"          {room['description']}")
    print(f"\n{'─' * 55}")


def get_user_approval(rooms: list) -> list:
    """Same approval flow as AI version."""
    print("  Review the proposed rooms above.")
    print("  Options:")
    print("    [enter]  Accept all rooms")
    print("    [edit]   Remove or rename rooms")
    print("    [add]    Add a room manually")
    print()

    choice = input("  Your choice [enter/edit/add]: ").strip().lower()

    if choice in ("", "y", "yes"):
        return rooms

    if choice == "edit":
        print("\n  Current rooms:")
        for i, room in enumerate(rooms):
            print(f"    {i + 1}. {room['name']} — {room['description']}")
        remove = input("\n  Room numbers to REMOVE (comma-separated, or enter to skip): ").strip()
        if remove:
            to_remove = {int(x.strip()) - 1 for x in remove.split(",") if x.strip().isdigit()}
            rooms = [r for i, r in enumerate(rooms) if i not in to_remove]

    if choice == "add" or input("\n  Add any missing rooms? [y/N]: ").strip().lower() == "y":
        while True:
            new_name = (
                input("  New room name (or enter to stop): ").strip().lower().replace(" ", "_")
            )
            if not new_name:
                break
            new_desc = input(f"  Description for '{new_name}': ").strip()
            rooms.append({"name": new_name, "description": new_desc, "keywords": [new_name]})
            print(f"  Added: {new_name}")

    return rooms


def save_config(project_dir: str, project_name: str, rooms: list):
    config = {
        "wing": project_name,
        "rooms": [
            {
                "name": r["name"],
                "description": r["description"],
                "keywords": r.get("keywords", [r["name"]]),
            }
            for r in rooms
        ],
    }
    config_path = Path(project_dir).expanduser().resolve() / "mempalace.yaml"
    with open(config_path, "w") as f:
        yaml.dump(config, f, default_flow_style=False, sort_keys=False)

    print(f"\n  Config saved: {config_path}")
    print("\n  Next step:")
    print(f"    mempalace mine {project_dir}")
    print(f"\n{'=' * 55}\n")


def detect_rooms_local(project_dir: str, yes: bool = False):
    """Main entry point for local setup."""
    project_path = Path(project_dir).expanduser().resolve()
    project_name = project_path.name.lower().replace(" ", "_").replace("-", "_")

    if not project_path.exists():
        print(f"ERROR: Directory not found: {project_dir}")
        sys.exit(1)

    # Count files
    from .miner import scan_project

    files = scan_project(project_dir)

    # Try folder structure first
    rooms = detect_rooms_from_folders(project_dir)
    source = "folder structure"

    # If only "general" found, try filename patterns
    if len(rooms) <= 1:
        rooms = detect_rooms_from_files(project_dir)
        source = "filename patterns"

    # If still nothing, just use general
    if not rooms:
        rooms = [{"name": "general", "description": "All project files", "keywords": []}]
        source = "fallback (flat project)"

    print_proposed_structure(project_name, rooms, len(files), source)
    if yes:
        approved_rooms = rooms
    else:
        approved_rooms = get_user_approval(rooms)
    save_config(project_dir, project_name, approved_rooms)
