"""Interactive prompts for manual classification via MCP Inspector or CLI."""
import json
from typing import Optional, Tuple
def prompt_for_classification(
filename: str, file_type: str, content_preview: str
) -> Optional[Tuple[str, float, Optional[str], Optional[str]]]:
"""Interactively prompt user for file classification.
Returns (category, confidence, subcategory, suggested_name) or None if user skips.
"""
print(f"\n{'='*70}")
print(f"Classify file: {filename}")
print(f"Extension: {file_type}")
print(f"Preview: {content_preview[:200]}")
print(f"{'='*70}")
# Ask for category
print("\nEnter category (e.g., Code, Data, Documents, Configuration, etc.)")
print("or press Enter to skip: ", end="", flush=True)
category = input().strip()
if not category:
return None
# Ask for confidence
print("Enter confidence (0.0-1.0) [default 0.8]: ", end="", flush=True)
conf_input = input().strip()
try:
confidence = float(conf_input) if conf_input else 0.8
except ValueError:
confidence = 0.8
# Ask for subcategory (optional)
print("Enter subcategory (optional, e.g., Python, Flask): ", end="", flush=True)
subcategory = input().strip() or None
# Ask for suggested filename (optional)
print("Enter suggested filename (optional): ", end="", flush=True)
suggested_name = input().strip() or None
return category, confidence, subcategory, suggested_name
def prompt_for_filename(original_name: str) -> Optional[str]:
"""Interactively prompt user for a new filename.
Returns suggested filename or None if user declines.
"""
print(f"\nCurrent filename: {original_name}")
print("Enter new filename (or press Enter to keep current): ", end="", flush=True)
new_name = input().strip()
return new_name if new_name else None
def prompt_for_subcategory(category: str) -> Optional[str]:
"""Interactively prompt user for a subcategory.
Returns subcategory or None if user declines.
"""
print(f"\nFor category '{category}':")
print("Enter subcategory (e.g., Python, SQL, Spring) or press Enter to skip: ", end="", flush=True)
subcategory = input().strip()
return subcategory if subcategory else None
