philomena/lib/philomena/images/elasticsearch.ex

defmodule Philomena.Images.Elasticsearch do
  def mapping do
    %{
      settings: %{
        index: %{
          number_of_shards: 5,
          max_result_window: 10_000_000
        }
      },
      mappings: %{
        image: %{
          _all: %{enabled: false},
          dynamic: false,
          properties: %{
            anonymous: %{type: "boolean"},
            aspect_ratio: %{type: "float"},
            comment_count: %{type: "integer"},
            commenters: %{type: "keyword"},
            created_at: %{type: "date"},
            deleted_by_user: %{type: "keyword"},
            deleted_by_user_id: %{type: "keyword"},
            deletion_reason: %{type: "text", analyzer: "snowball"},
            description: %{type: "text", analyzer: "snowball"},
            downvoter_ids: %{type: "keyword"},
            downvoters: %{type: "keyword"},
            downvotes: %{type: "integer"},
            faves: %{type: "integer"},
            favourited_by_user_ids: %{type: "keyword"},
            favourited_by_users: %{type: "keyword"},
            file_name: %{type: "keyword"},
            fingerprint: %{type: "keyword"},
            first_seen_at: %{type: "date"},
            height: %{type: "integer"},
            hidden_by_user_ids: %{type: "keyword"},
            hidden_by_users: %{type: "keyword"},
            hidden_from_users: %{type: "keyword"},
            id: %{type: "integer"},
            ip: %{type: "ip"},
            mime_type: %{type: "keyword"},
            orig_sha512_hash: %{type: "keyword"},
            original_format: %{type: "keyword"},
            score: %{type: "integer"},
            sha512_hash: %{type: "keyword"},
            source_url: %{type: "keyword"},
            tag_count: %{type: "integer"},
            tag_ids: %{type: "keyword"},
            tags: %{type: "text", analyzer: "keyword"},
            true_uploader: %{type: "keyword"},
            true_uploader_id: %{type: "keyword"},
            updated_at: %{type: "date"},
            uploader: %{type: "keyword"},
            uploader_id: %{type: "keyword"},
            upvoter_ids: %{type: "keyword"},
            upvoters: %{type: "keyword"},
            upvotes: %{type: "integer"},
            user_id: %{type: "keyword"},
            width: %{type: "integer"},
            wilson_score: %{type: "float"},
            galleries: %{
              type: "nested",
              properties: %{
                id: %{type: "integer"},
                position: %{type: "integer"}
              }
            },
            namespaced_tags: %{
              properties: %{
                name: %{type: "keyword"},
                name_in_namespace: %{type: "keyword"},
                namespace: %{type: "keyword"}
              }
            }
          }
        }
      }
    }
  end

  # preload([
  #   :user, :deleter, :gallery_interactions, :upvoters, :downvoters, :favers,
  #   :hiders, tags: [:aliases, :aliased_tag]
  # ])
  def as_json(image) do
    %{
      id: image.id,
      upvotes: image.upvotes_count,
      downvotes: image.downvotes_count,
      score: image.score,
      faves: image.faves_count,
      comment_count: image.comments_count,
      width: image.image_width,
      height: image.image_height,
      tag_count: length(image.tags),
      aspect_ratio: image.image_aspect_ratio,
      wilson_score: wilson_score(image),
      created_at: image.created_at,
      updated_at: image.updated_at,
      first_seen_at: image.first_seen_at,
      ip: image.ip |> to_string,
      tag_ids: image.tags |> Enum.map(& &1.id),
      mime_type: image.image_mime_type,
      uploader: if(!!image.user and !image.anonymous, do: String.downcase(image.user.name)),
      true_uploader: if(!!image.user, do: String.downcase(image.user.name)),
      source_url: image.source_url |> to_string |> String.downcase(),
      file_name: image.image_name,
      original_format: image.image_format,
      fingerprint: image.fingerprint,
      uploader_id: if(!!image.user_id and !image.anonymous, do: image.user_id),
      true_uploader_id: image.user_id,
      orig_sha512_hash: image.image_orig_sha512_hash,
      sha512_hash: image.image_sha512_hash,
      hidden_from_users: image.hidden_from_users,
      anonymous: image.anonymous,
      description: image.description,
      deletion_reason: image.deletion_reason,
      favourited_by_user_ids: image.favers |> Enum.map(& &1.id),
      hidden_by_user_ids: image.hiders |> Enum.map(& &1.id),
      upvoter_ids: image.upvoters |> Enum.map(& &1.id),
      downvoter_ids: image.downvoters |> Enum.map(& &1.id),
      deleted_by_user_id: image.deleter_id,
      galleries:
        image.gallery_interactions |> Enum.map(&%{id: &1.gallery_id, position: &1.position}),
      namespaced_tags: %{
        name: image.tags |> Enum.flat_map(&([&1] ++ &1.aliases)) |> Enum.map(& &1.name)
      },
      favourited_by_users: image.favers |> Enum.map(&String.downcase(&1.name)),
      hidden_by_users: image.hiders |> Enum.map(&String.downcase(&1.name)),
      upvoters: image.upvoters |> Enum.map(&String.downcase(&1.name)),
      downvoters: image.downvoters |> Enum.map(&String.downcase(&1.name)),
      deleted_by_user: if(!!image.deleter, do: image.deleter.name)
    }
  end

  def wilson_score(%{upvotes_count: upvotes, downvotes_count: downvotes})
      when upvotes > 0 or downvotes > 0 do
    # Population size
    n = (upvotes + downvotes) / 1

    # Success proportion
    p_hat = upvotes / n

    # z and z^2 values for CI upper 99.5%
    z = 2.57583
    z2 = 6.634900189

    (p_hat + z2 / (2 * n) - z * :math.sqrt((p_hat * (1 - p_hat) + z2 / (4 * n)) / n)) /
      (1 + z2 / n)
  end

  def wilson_score(_), do: 0
end