dspex

# Generated by SnakeBridge v0.12.0 - DO NOT EDIT MANUALLY
# Regenerate with: mix compile
# Library: dspy 3.1.2
# Python module: dspy
# Python class: AvatarOptimizer

defmodule Dspy.AvatarOptimizer do
  def __snakebridge_python_name__, do: "dspy"
  def __snakebridge_python_class__, do: "AvatarOptimizer"
  def __snakebridge_library__, do: "dspy"
  @opaque t :: SnakeBridge.Ref.t()

  @spec new(term(), list(term()), keyword()) ::
          {:ok, SnakeBridge.Ref.t()} | {:error, Snakepit.Error.t()}
  def new(metric, args, opts \\ []) do
    {args, opts} = SnakeBridge.Runtime.normalize_args_opts(args, opts)
    SnakeBridge.Runtime.call_class(__MODULE__, :__init__, [metric] ++ List.wrap(args), opts)
  end

  @spec _get_pos_neg_results(
          SnakeBridge.Ref.t(),
          Dspy.Primitives.Module.Module.t(),
          list(Dspy.Primitives.Example.t()),
          keyword()
        ) ::
          {:ok,
           {float(), list(Dspy.Teleprompt.AvatarOptimizer.EvalResult.t()),
            list(Dspy.Teleprompt.AvatarOptimizer.EvalResult.t())}}
          | {:error, Snakepit.Error.t()}
  def _get_pos_neg_results(ref, actor, trainset, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :_get_pos_neg_results, [actor, trainset], opts)
  end

  @spec compile(SnakeBridge.Ref.t(), term(), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def compile(ref, student, opts \\ []) do
    kw_keys = opts |> Keyword.keys() |> Enum.map(&to_string/1)
    missing_kw = ["trainset"] |> Enum.reject(&(&1 in kw_keys))

    if missing_kw != [] do
      raise ArgumentError,
            "Missing required keyword-only arguments: " <> Enum.join(missing_kw, ", ")
    end

    SnakeBridge.Runtime.call_method(ref, :compile, [student], opts)
  end

  @spec get_params(SnakeBridge.Ref.t(), keyword()) ::
          {:ok, %{optional(String.t()) => term()}} | {:error, Snakepit.Error.t()}
  def get_params(ref, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :get_params, [], opts)
  end

  @spec process_example(SnakeBridge.Ref.t(), term(), term(), term(), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def process_example(ref, actor, example, return_outputs, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :process_example, [actor, example, return_outputs], opts)
  end

  @spec thread_safe_evaluator(SnakeBridge.Ref.t(), term(), term(), list(term()), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def thread_safe_evaluator(ref, devset, actor, args, opts \\ []) do
    {args, opts} = SnakeBridge.Runtime.normalize_args_opts(args, opts)

    SnakeBridge.Runtime.call_method(
      ref,
      :thread_safe_evaluator,
      [devset, actor] ++ List.wrap(args),
      opts
    )
  end
end