"""Anthropic client and chat helpers."""
import os
from typing import Any

import anthropic

MODEL = "claude-sonnet-4-6"
MAX_TOKENS = 8096


def get_client() -> anthropic.Anthropic:
    api_key = os.environ.get("ANTHROPIC_API_KEY")
    if not api_key:
        raise RuntimeError("ANTHROPIC_API_KEY environment variable not set.")
    return anthropic.Anthropic(api_key=api_key)


def chat(
    client: anthropic.Anthropic,
    messages: list[dict],
    system: str,
    max_tokens: int = MAX_TOKENS,
) -> str:
    response = client.messages.create(
        model=MODEL,
        max_tokens=max_tokens,
        system=system,
        messages=messages,
    )
    return _extract_text(response.content)


_MAX_SEARCH_ITERATIONS = 10


def chat_with_search(
    client: anthropic.Anthropic,
    messages: list[dict],
    system: str,
) -> str:
    """Run a conversation with web search enabled. Loops on client-side tool_use only."""
    current_messages = list(messages)

    for _ in range(_MAX_SEARCH_ITERATIONS):
        response = client.messages.create(
            model=MODEL,
            max_tokens=MAX_TOKENS,
            system=system,
            tools=[{"type": "web_search_20250305", "name": "web_search"}],
            messages=current_messages,
        )

        if response.stop_reason == "end_turn":
            return _extract_text(response.content)

        if response.stop_reason == "tool_use":
            current_messages.append({"role": "assistant", "content": response.content})
            # Only handle client-side tool_use blocks; server_tool_use results are
            # already embedded in the response and must not be echoed back.
            tool_results = [
                {"type": "tool_result", "tool_use_id": block.id, "content": ""}
                for block in response.content
                if getattr(block, "type", None) == "tool_use"
            ]
            if tool_results:
                current_messages.append({"role": "user", "content": tool_results})
        else:
            return _extract_text(response.content)

    return _extract_text(response.content)


def _extract_text(content: list[Any]) -> str:
    parts = []
    for block in content:
        if hasattr(block, "text"):
            parts.append(block.text)
    return "\n".join(parts)