Language detection
Signed-off-by: marcin mikołajczak <git@mkljczk.pl>
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6 changed files with 144 additions and 7 deletions
47
lib/pleroma/language/language_detector/fasttext.ex
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47
lib/pleroma/language/language_detector/fasttext.ex
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# Pleroma: A lightweight social networking server
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# Copyright © 2017-2022 Pleroma Authors <https://pleroma.social/>
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# SPDX-License-Identifier: AGPL-3.0-only
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defmodule Pleroma.Language.LanguageDetector.Fasttext do
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import Pleroma.Web.Utils.Guards, only: [not_empty_string: 1]
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alias Pleroma.Language.LanguageDetector.Provider
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@behaviour Provider
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@impl Provider
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def missing_dependencies do
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if Pleroma.Utils.command_available?("fasttext") do
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[]
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else
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["fasttext"]
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end
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end
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@impl Provider
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def configured?, do: not_empty_string(get_model())
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@impl Provider
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def detect(text) do
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text_path = Path.join(System.tmp_dir!(), "fasttext-#{Ecto.UUID.generate()}")
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File.write(text_path, text)
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detected_language =
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case System.cmd("fasttext", ["predict", get_model(), text_path]) do
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{"__label__" <> language, _} ->
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language |> String.trim()
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_ ->
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nil
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end
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File.rm(text_path)
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detected_language
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end
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defp get_model do
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Pleroma.Config.get([__MODULE__, :model])
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end
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end
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11
lib/pleroma/language/language_detector/provider.ex
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11
lib/pleroma/language/language_detector/provider.ex
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# Pleroma: A lightweight social networking server
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# Copyright © 2017-2022 Pleroma Authors <https://pleroma.social/>
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# SPDX-License-Identifier: AGPL-3.0-only
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defmodule Pleroma.Language.LanguageDetector.Provider do
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@callback missing_dependencies() :: [String.t()]
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@callback configured?() :: boolean()
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@callback detect(text :: String.t()) :: String.t() | nil
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end
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