"""Exa web search + content extraction via the ``exa-py`` SDK (lazy-installed).

Env: ``EXA_API_KEY`` (https://exa.ai). Both methods are sync — Exa's SDK is
sync-only; the dispatcher threads extract when the caller is async.
"""

from __future__ import annotations

import logging
from typing import Any, Dict, List

from plugins.web._common import (
    BaseWebSearchProvider,
    cached_sdk_client,
    document,
    keyless_variant_schema,
    provider_env,
    run_extract,
    run_search,
    search_ok,
    use_keyless,
    web_hit,
)

logger = logging.getLogger(__name__)

_MISSING_KEY = "EXA_API_KEY environment variable not set. Get your API key at https://exa.ai"


def _get_exa_client() -> Any:
    def _factory(api_key: str) -> Any:
        from exa_py import Exa  # deliberately lazy

        client = Exa(api_key=api_key)
        client.headers["x-exa-integration"] = "hermes-agent"
        return client

    return cached_sdk_client("_exa_client", "EXA_API_KEY", _MISSING_KEY, "search.exa", _factory)


class ExaWebSearchProvider(BaseWebSearchProvider):
    """Exa search + extract provider."""

    NAME = "exa"
    DISPLAY_NAME = "Exa"
    KEY_ENV = "EXA_API_KEY"
    EXTRACT = True
    KEYLESS = True

    def search(self, query: str, limit: int = 5) -> Dict[str, Any]:
        def _body() -> Dict[str, Any]:
            from plugins.web.keyless_mcp import search_with_failover

            if use_keyless("exa", provider_env("EXA_API_KEY")):
                logger.info("Exa keyless search: '%s' (limit=%d)", query, limit)
                return search_with_failover("exa", query, limit)

            logger.info("Exa search: '%s' (limit=%d)", query, limit)
            response = _get_exa_client().search(query, num_results=limit, contents={"highlights": True})
            return search_ok([
                web_hit(r.url or "", r.title or "", " ".join(r.highlights or []), i + 1)
                for i, r in enumerate(response.results or [])
            ])

        return run_search("Exa", logger, _body, sdk=True)

    def extract(self, urls: List[str], **kwargs: Any) -> List[Dict[str, Any]]:
        def _body() -> List[Dict[str, Any]]:
            from plugins.web.keyless_mcp import extract_with_failover

            if use_keyless("exa", provider_env("EXA_API_KEY")):
                logger.info("Exa keyless extract: %d URL(s)", len(urls))
                return extract_with_failover("exa", list(urls))

            logger.info("Exa extract: %d URL(s)", len(urls))
            response = _get_exa_client().get_contents(urls, text=True)
            return [document(r.url or "", r.title or "", r.text or "") for r in response.results or []]

        return run_extract("Exa", logger, urls, _body, sdk=True)

    def get_setup_schema(self) -> Dict[str, Any]:
        return keyless_variant_schema(
            "Exa", "EXA_API_KEY", "https://exa.ai",
            free_tag="Semantic + neural web search with content extraction on Exa's anonymous free tier. Rate-limited under burst load.",
            paid_tag="Semantic + neural web search with content extraction via the Exa SDK. Unthrottled, guaranteed service.",
        )