"""Extract raw text from the uploaded PDF using PyMuPDF.
This keeps the implementation minimal for a POC while remaining easy to extend.
"""
from typing import Dict, Any, List

import fitz  # PyMuPDF

from .base_agent import BaseAgent


class PDFAgent(BaseAgent):
    """Reads the PDF, concatenates all page text and stores it under ``ctx['text']``."""

    def _extract_text(self, pdf_bytes: bytes) -> str:
        doc = fitz.open(stream=pdf_bytes, filetype="pdf")  # type: ignore[arg-type]
        pages: List[str] = [page.get_text() for page in doc]  # list-comp for clarity
        return "\n".join(pages)

    # -----------------------------------------------------
    def execute(self, ctx: Dict[str, Any]):  # noqa: D401
        pdf_file = ctx.get("pdf_file")
        if pdf_file is None:
            raise ValueError("PDFAgent expected 'pdf_file' in context but none provided.")

        pdf_bytes = pdf_file.read()
        text = self._extract_text(pdf_bytes)
        ctx["text"] = text

        # After extracting pages
        num_pages = len(fitz.open(stream=pdf_bytes, filetype="pdf"))  # type: ignore[arg-type]
        if "cost_tracker" in ctx:
            ctx["cost_tracker"].add_di_pages(num_pages)

        return text