defmodule BDS.AI.OpenAICompatibleRuntime do
  @moduledoc false

  require Logger

  alias BDS.AI.HttpClient

  def list_models(endpoint, opts \\ []) when is_map(endpoint) and is_list(opts) do
    http_client = Keyword.get(opts, :http_client, HttpClient)
    url = models_url(endpoint.url)

    headers =
      %{"accept" => "application/json"}
      |> maybe_put_auth(endpoint.api_key)

    with {:ok, response} <- http_client.get(url, headers),
         200 <- response.status do
      normalize_models_response(response.body)
    else
      status when is_integer(status) -> {:error, %{kind: :http_error, status: status}}
      {:error, reason} -> {:error, %{kind: :http_error, reason: reason}}
    end
  end

  def generate(endpoint, request, _opts) when is_map(endpoint) and is_map(request) do
    url = completions_url(endpoint.url)

    headers =
      %{
        "content-type" => "application/json",
        "accept" => "application/json"
      }
      |> maybe_put_auth(endpoint.api_key)

    payload =
      %{
        "model" => request.model,
        "messages" => request.messages,
        "max_tokens" => request.max_output_tokens
      }
      |> maybe_disable_thinking(request.model)
      |> maybe_put_tools(Map.get(request, :tools, []))

    payload_json = Jason.encode!(payload)

    Logger.debug(
      "AI OpenAI-compatible request operation=#{inspect(Map.get(request, :operation))} model=#{inspect(request.model)} url=#{url} tools=#{payload |> Map.get("tools", []) |> length()} payload_size=#{byte_size(payload_json)}"
    )

    case HttpClient.post(url, headers, payload_json) do
      {:ok, %{status: 200, body: body}} ->
        result = normalize_response(body)

        case result do
          {:ok, %{json: nil, content: content}} when is_binary(content) ->
            Logger.warning(
              "AI OpenAI-compatible response parsed but content is not valid JSON. Content: #{String.slice(content, 0, 500)}"
            )

          {:ok, _} ->
            :ok

          {:error, reason} ->
            Logger.error(
              "AI OpenAI-compatible response normalization failed: #{inspect(reason)} body=#{String.slice(body, 0, 1000)}"
            )
        end

        result

      {:ok, %{status: status, body: body}} ->
        Logger.error(
          "AI OpenAI-compatible HTTP error status=#{status} body=#{String.slice(body, 0, 2000)}"
        )

        {:error, %{kind: :http_error, status: status, body: body}}

      {:error, reason} ->
        Logger.error("AI OpenAI-compatible HTTP request failed: #{inspect(reason)}")
        {:error, %{kind: :http_error, reason: reason}}
    end
  end

  defp normalize_response(body) do
    with {:ok, payload} <- decode_json_body(body) do
      message = get_in(payload, ["choices", Access.at(0), "message"]) || %{}
      content = normalize_content(message["content"])
      tool_calls = normalize_tool_calls(message["tool_calls"] || [])
      usage = normalize_usage(payload["usage"] || %{})

      json =
        case content do
          nil ->
            nil

          value when is_binary(value) ->
            case Jason.decode(value) do
              {:ok, decoded} when is_map(decoded) -> decoded
              _other -> nil
            end
        end

      {:ok, %{content: content, json: json, tool_calls: tool_calls, usage: usage}}
    end
  end

  defp completions_url(url) do
    cond do
      String.ends_with?(url, "/chat/completions") -> url
      String.ends_with?(url, "/") -> url <> "chat/completions"
      true -> url <> "/chat/completions"
    end
  end

  defp models_url(url) do
    cond do
      String.ends_with?(url, "/chat/completions") ->
        String.replace_suffix(url, "/chat/completions", "/models")

      String.ends_with?(url, "/models") ->
        url

      String.ends_with?(url, "/") ->
        url <> "models"

      true ->
        url <> "/models"
    end
  end

  defp normalize_models_response(body) do
    with {:ok, payload} <- decode_json_body(body) do
      models =
        payload
        |> Map.get("data", [])
        |> Enum.map(fn entry ->
          id = entry["id"] || entry[:id]

          %{
            id: id,
            label: id
          }
        end)
        |> Enum.reject(&is_nil(&1.id))
        |> Enum.uniq_by(& &1.id)
        |> Enum.sort_by(&String.downcase(&1.id))

      {:ok, models}
    end
  end

  defp decode_json_body(body) do
    case Jason.decode(body) do
      {:ok, payload} -> {:ok, payload}
      {:error, reason} -> {:error, %{kind: :invalid_json_response, reason: reason}}
    end
  end

  defp maybe_put_auth(headers, nil), do: headers
  defp maybe_put_auth(headers, ""), do: headers

  defp maybe_put_auth(headers, api_key),
    do: Map.put(headers, "authorization", "Bearer #{api_key}")

  defp maybe_put_tools(payload, []), do: payload
  defp maybe_put_tools(payload, nil), do: payload

  defp maybe_put_tools(payload, tools) do
    Map.put(payload, "tools", tools)
    |> Map.put("tool_choice", "auto")
  end

  defp maybe_disable_thinking(payload, model) when is_binary(model) do
    if BDS.AI.Catalog.model_capabilities(model).disables_reasoning do
      Map.update(payload, "chat_template_kwargs", %{"enable_thinking" => false}, fn kwargs ->
        Map.put(kwargs || %{}, "enable_thinking", false)
      end)
    else
      payload
    end
  end

  defp maybe_disable_thinking(payload, _model), do: payload

  defp normalize_tool_calls(tool_calls) do
    Enum.map(tool_calls, fn tool_call ->
      %{
        id: tool_call["id"],
        name: get_in(tool_call, ["function", "name"]),
        arguments: decode_arguments(get_in(tool_call, ["function", "arguments"]))
      }
    end)
  end

  defp decode_arguments(nil), do: %{}

  defp decode_arguments(arguments) when is_binary(arguments) do
    case Jason.decode(arguments) do
      {:ok, decoded} when is_map(decoded) -> decoded
      _other -> %{}
    end
  end

  defp normalize_content(nil), do: nil
  defp normalize_content(content) when is_binary(content), do: content

  defp normalize_content(content) when is_list(content) do
    content
    |> Enum.map(fn item -> item["text"] || "" end)
    |> Enum.join()
  end

  defp normalize_usage(usage) do
    %{
      input_tokens: usage["prompt_tokens"],
      output_tokens: usage["completion_tokens"],
      cache_read_tokens: get_in(usage, ["prompt_tokens_details", "cached_tokens"]),
      cache_write_tokens: get_in(usage, ["completion_tokens_details", "cached_tokens"])
    }
  end
end