86 lines
2.4 KiB
Elixir
86 lines
2.4 KiB
Elixir
defmodule Diffuser.Generator.PromptRequestWorker do
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alias Diffuser.Generator
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alias Diffuser.Generator.PromptRequest
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alias DiffuserWeb.Endpoint
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alias Diffuser.Repo
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@path [:code.priv_dir(:diffuser), "python"] |> Path.join()
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@steps 10
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@guidance_scale 7.5
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def start(%PromptRequest{} = prompt_request) do
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with {:ok, active_prompt} <-
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update_and_broadcast_progress(prompt_request, "in_progress"),
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{:ok, _file_location} <- call_python(:test_script, :test_func, active_prompt),
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%PromptRequest{} = prompt_request_with_results <-
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write_and_save_images(active_prompt),
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{:ok, completed_prompt} <-
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update_and_broadcast_progress(prompt_request_with_results, "finished") do
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{:ok, completed_prompt |> Repo.preload(:images)}
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else
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nil ->
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raise("prompt not found")
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{:error, message} ->
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raise(message)
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end
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end
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defp update_and_broadcast_progress(%PromptRequest{id: id} = prompt_request, new_status) do
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{:ok, new_prompt} =
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Generator.update_prompt_request(prompt_request, %{
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status: new_status,
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steps: @steps,
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guidance_scale: @guidance_scale
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})
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:ok = Endpoint.broadcast("request:#{id}", "request", %{prompt_request: new_prompt})
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{:ok, new_prompt}
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end
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defp call_python(_module, _func, %{id: prompt_id, prompt: prompt}) do
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port =
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Port.open(
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{:spawn,
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~s(python #{@path}/stable_diffusion.py --prompt "#{prompt}" --output "#{@path}/#{prompt_id}.png" --num-inference-steps #{@steps})},
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[:binary]
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)
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python_loop(port, prompt_id)
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end
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defp python_loop(port, prompt_id) do
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receive do
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{^port, {:data, ":finished" <> msg}} ->
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{:ok, msg}
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{^port, {:data, ":step" <> step}} ->
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Endpoint.broadcast("request:#{prompt_id}", "progress", step)
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python_loop(port, prompt_id)
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{^port, result} ->
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IO.inspect(result, label: "RESULT")
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python_loop(port, prompt_id)
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end
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end
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defp write_and_save_images(%PromptRequest{id: id}) do
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file_path = "#{@path}/#{id}.png"
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with {:ok, body} <- File.read(file_path),
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{:ok, _result} <-
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Generator.create_prompt_request_result(
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id,
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%{
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file_name: "#{id}.png",
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filename: "#{id}.png",
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binary: body
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}
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),
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:ok <- File.rm(file_path) do
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Generator.get_prompt_request!(id)
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end
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end
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end
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