"""Surveillance program/capability extractor for Mosaic."""
import logging

from .base import BaseExtractor
from storage.models import TTP
from analysis.prompts import SURVEILLANCE_SYSTEM_PROMPT, SURVEILLANCE_EXTRACTION_PROMPT

logger = logging.getLogger(__name__)


class SurveillanceExtractor(BaseExtractor):
    EXTRACTOR_NAME = "surveillance"

    def get_system_prompt(self) -> str:
        return SURVEILLANCE_SYSTEM_PROMPT

    def get_extraction_prompt(self, text: str) -> str:
        return SURVEILLANCE_EXTRACTION_PROMPT.format(document=text)

    def get_json_schema(self) -> dict:
        return {"properties": {"items": {"type": "array"}}, "required": ["items"]}

    def process_response(self, data: dict, doc_id: str) -> int:
        items = data.get('items', [])
        if isinstance(data, list):
            items = data
        count = 0
        for item in items:
            try:
                # Store surveillance as TTPs with surveillance category
                ttp = TTP(
                    technique=item.get('program', item.get('technique', '')),
                    category='surveillance',
                    description=item.get('description', ''),
                    actor=item.get('operator', item.get('actor', None)),
                    mitre_id=item.get('mitre_id'),
                    source_doc_ids=[doc_id],
                    source_context=item.get('source_context', '')[:500],
                )
                ttp.compute_dedup_key()
                if self.db.insert_ttp(ttp):
                    count += 1
            except Exception as e:
                logger.warning("Failed to process surveillance item: %s", e)
        return count