created schema, repo... for analytic tables
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@ -1,13 +1,19 @@
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defmodule LolAnalytics.Analyzer.ChampionAnalyzer do
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alias Hex.HTTP
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alias LolAnalytics.Facts.ChampionPlayedGame.ChampionPlayedGameSchema
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@behaviour LolAnalytics.Analyzer
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def analyze_all_matches do
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Storage.MatchStorage.S3MatchStorage.list_files("ranked")
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|> Enum.map(& &1.key)
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|> Enum.each(fn path ->
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LolAnalytics.Analyzer.ChampionAnalyzer.analyze(:url, "http://localhost:9000/ranked/#{path}")
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Storage.MatchStorage.S3MatchStorage.stream_files("ranked")
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|> Enum.each(fn %{key: path} ->
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IO.inspect(path)
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LolAnalytics.Analyzer.ChampionAnalyzer.analyze(:url, "http://192.168.1.55:9000/ranked/#{path}")
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end)
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# Storage.MatchStorage.S3MatchStorage.list_files("ranked")
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# |> Enum.map(& &1.key)
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# |> Enum.each(fn path ->
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# LolAnalytics.Analyzer.ChampionAnalyzer.analyze(:url, "http://localhost:9000/ranked/#{path}")
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# end)
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end
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@doc """
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@ -30,12 +36,16 @@ defmodule LolAnalytics.Analyzer.ChampionAnalyzer do
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participants
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|> Enum.each(fn participant = %LoLAPI.Model.Participant{} ->
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if participant.teamPosition != "" do
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LolAnalytics.ChampionWinRate.ChampionWinRateRepo.add_champion_win_rate(
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participant.championId,
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version,
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participant.teamPosition,
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participant.win
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)
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attrs = %{
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champion_id: participant.championId,
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match_id: decoded_match.metadata.matchId,
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is_win: participant.win,
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game_length_seconds: decoded_match.info.gameDuration,
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queue_id: decoded_match.info.queueId,
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puuid: participant.puuid,
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team_position: participant.teamPosition
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}
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LolAnalytics.Facts.ChampionPlayedGame.ChampionPlayedGameRepo.insert(attrs)
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end
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end)
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end
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@ -0,0 +1,24 @@
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defmodule LolAnalytics.Dimensions.Champion.ChampionRepo do
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import Ecto.Query
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alias LoLAnalytics.Repo
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alias LolAnalytics.Dimensions.Champion.ChampionSchema
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@spec get_or_create(String.t()) :: struct()
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def get_or_create(champion_id) do
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champion = Repo.get_by(ChampionSchema, champion_id: champion_id)
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case champion do
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nil ->
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changeset = ChampionSchema.changeset(%ChampionSchema{}, %{champion_id: champion_id})
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Repo.insert(changeset)
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champion ->
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champion
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end
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end
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def list_champions() do
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Repo.all(ChampionSchema)
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end
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end
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@ -0,0 +1,15 @@
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defmodule LolAnalytics.Dimensions.Champion.ChampionSchema do
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use Ecto.Schema
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import Ecto.Changeset
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schema "dim_champion" do
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field :champion_id, :integer
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timestamps()
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end
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def changeset(champion = %__MODULE__{}, attrs \\ %{}) do
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champion
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|> cast(attrs, [:champion_id])
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|> validate_required([:champion_id])
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end
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end
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@ -0,0 +1,21 @@
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defmodule LolAnalytics.Dimensions.Item.ItemRepo do
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alias LolAnalytics.Dimensions.Item.ItemSchema
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alias LoLAnalytics.Repo
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def get_or_create(item_id) do
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item = Repo.get(ItemSchema, item_id: item_id)
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case item do
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nil ->
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item_changeset = ItemSchema.changeset(%ItemSchema{}, %{item_id: item_id})
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Repo.insert(item_changeset)
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item ->
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item
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end
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end
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def list_items() do
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Repo.all(ItemSchema)
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end
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end
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@ -0,0 +1,15 @@
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defmodule LolAnalytics.Dimensions.Item.ItemSchema do
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use Ecto.Schema
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import Ecto.Changeset
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schema "dim_item" do
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field :item_id, :integer
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timestamps()
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end
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def changeset(item = %__MODULE__{}, attrs \\ %{}) do
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item
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|> cast(attrs, [:item_id])
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|> validate_required([:item_id])
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end
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end
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@ -0,0 +1,30 @@
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defmodule LolAnalytics.Dimensions.Match.MatchRepo do
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alias LolAnalytics.Dimensions.Match.MatchSchema
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alias LoLAnalytics.Repo
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import Ecto.Query
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@spec get_or_create(String.t()) :: %MatchSchema{}
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def get_or_create(match_id) do
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query = from m in MatchSchema, where: m.match_id == ^match_id
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match = Repo.one(query)
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case match do
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nil ->
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match_changeset =
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MatchSchema.changeset(
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%MatchSchema{},
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%{match_id: match_id}
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)
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Repo.insert(match_changeset)
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match ->
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match
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end
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end
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def list_matches() do
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Repo.all(MatchSchema)
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end
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end
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@ -0,0 +1,15 @@
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defmodule LolAnalytics.Dimensions.Match.MatchSchema do
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use Ecto.Schema
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import Ecto.Changeset
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schema "dim_match" do
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field :match_id, :string
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timestamps()
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end
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def changeset(match = %__MODULE__{}, attrs \\ %{}) do
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match
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|> cast(attrs, [:match_id])
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|> validate_required([:match_id])
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end
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end
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@ -0,0 +1,26 @@
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defmodule LolAnalytics.Dimensions.Patch.PatchRepo do
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alias LolAnalytics.Dimensions.Patch.PatchSchema
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alias LoLAnalytics.Repo
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def get_or_create(patch_number) do
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patch = Repo.get(PatchSchema, patch_number: patch_number)
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case patch do
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nil ->
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patch_changeset =
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PatchSchema.changeset(
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%PatchSchema{},
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%{patch_number: patch_number}
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)
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Repo.insert(patch_changeset)
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patch ->
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patch
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end
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end
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def list_patches() do
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Repo.all(PatchSchema)
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end
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end
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defmodule LolAnalytics.Dimensions.Patch.PatchSchema do
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use Ecto.Schema
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import Ecto.Changeset
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schema "dim_patch" do
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field :patch_number, :string
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timestamps()
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end
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def changeset(patch = %__MODULE__{}, attrs \\ %{}) do
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patch
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|> cast(attrs, [:patch_number])
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|> validate_required([:patch_number])
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end
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end
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@ -0,0 +1,28 @@
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defmodule LolAnalytics.Dimensions.Player.PlayerRepo do
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import Ecto.Query
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alias LolAnalytics.Dimensions.Player.PlayerSchema
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alias LoLAnalytics.Repo
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def get_or_create(puuid) do
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query = from p in PlayerSchema, where: p.puuid == ^puuid
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player = Repo.one(query)
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case player do
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nil ->
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player_changeset =
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PlayerSchema.changeset(
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%PlayerSchema{},
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%{puuid: puuid}
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)
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Repo.insert(player_changeset)
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player ->
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player
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end
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end
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def list_players() do
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Repo.all(PlayerSchema)
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end
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end
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defmodule LolAnalytics.Dimensions.Player.PlayerSchema do
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use Ecto.Schema
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import Ecto.Changeset
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schema "dim_player" do
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field :puuid, :string
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timestamps()
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end
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def changeset(player = %__MODULE__{}, attrs \\ %{}) do
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player
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|> cast(attrs, [:puuid])
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|> validate_required([:puuid])
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end
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end
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defmodule LolAnalytics.Dimensions.SummonerSpell.SummonerSpellRepo do
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alias LolAnalytics.Dimensions.SummonerSpell.SummonerSpellSchema
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alias LoLAnalytics.Repo
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def get_or_create(spell_id) do
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spell = Repo.get(SummonerSpellSchema, spell_id: spell_id)
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case spell do
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nil ->
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spell_changeset =
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SummonerSpellSchema.changeset(
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%SummonerSpellSchema{},
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%{spell_id: spell_id}
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)
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Repo.insert(spell_changeset)
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spell ->
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spell
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end
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end
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def list_spells() do
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Repo.all(SummonerSpellSchema)
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end
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end
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defmodule LolAnalytics.Dimensions.SummonerSpell.SummonerSpellSchema do
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use Ecto.Schema
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import Ecto.Changeset
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schema "dim_summoner_spell" do
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field :spell_id, :integer
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timestamps()
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end
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def changeset(summoner_spell = %__MODULE__{}, attrs) do
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summoner_spell
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|> cast(attrs, [:spell_id])
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|> validate_required([:spell_id])
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end
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end
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defmodule LolAnalytics.Facts.ChampionPlayedGame.ChampionPlayedGameRepo do
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import Ecto.Query
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alias LolAnalytics.Dimensions.Player.PlayerRepo
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alias LolAnalytics.Dimensions.Champion.ChampionRepo
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alias LolAnalytics.Dimensions.Match.MatchRepo
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alias LolAnalytics.Facts.ChampionPlayedGame.ChampionPlayedGameSchema
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alias LolAnalytics.Facts.ChampionPlayedGame
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alias LoLAnalytics.Repo
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def insert(attrs) do
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match = MatchRepo.get_or_create(attrs.match_id)
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champion = ChampionRepo.get_or_create(attrs.champion_id)
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player = PlayerRepo.get_or_create(attrs.puuid)
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IO.puts(">>>>")
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IO.inspect(attrs)
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changeset = ChampionPlayedGameSchema.changeset(%ChampionPlayedGameSchema{}, attrs)
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IO.inspect(changeset)
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Repo.insert(changeset)
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# Repo.insert(match)
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end
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def list_played_matches() do
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Repo.all(ChampionPlayedGameSchema)
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end
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end
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defmodule LolAnalytics.Facts.ChampionPlayedGame.ChampionPlayedGameSchema do
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use Ecto.Schema
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import Ecto.Changeset
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@casting_attrs [
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:champion_id,
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:match_id,
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:is_win,
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:game_length_seconds,
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:team_position,
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:puuid,
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:queue_id
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]
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schema "fact_champion_played_game" do
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field :champion_id, :integer
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field :match_id, :integer
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field :match_id, :string
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field :is_win, :boolean
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field :game_length_seconds, :integer
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field :team_position, :string
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field :puuid, :string
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field :queue_id, :integer
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timestamps()
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end
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def changeset(fact = %__MODULE__{}, attrs \\ %{}) do
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fact
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|> cast(attrs, @casting_attrs)
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|> validate_required(@casting_attrs)
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|> unique_constraint([:id, :champion_id, :queue_id])
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end
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end
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@ -42,6 +42,7 @@ defmodule LoLAnalytics.MixProject do
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{:postgrex, ">= 0.0.0"},
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{:jason, "~> 1.2"},
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{:lol_api, in_umbrella: true},
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{:storage, in_umbrella: true},
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{:httpoison, "~> 2.2"},
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{:poison, "~> 5.0"}
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]
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@ -2,50 +2,61 @@ defmodule LoLAnalytics.Repo.Migrations.AnalyticsTables do
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use Ecto.Migration
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def change do
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create table("dom_champion") do
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add :champion_id, :integer, primary_key: true
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create table("dim_champion") do
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add :champion_id, :integer, primary_key: true, null: false
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timestamps()
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end
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create table("dom_match") do
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add :match_id, :integer, primary_key: true
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create index("dim_champion", [:champion_id], unique: true)
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create table("dim_item") do
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add :item_id, :integer, primary_key: true, null: false
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timestamps()
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end
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create index("dom_match", [:match_id], unique: true)
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create index("dim_item", [:item_id], unique: true)
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create table("dom_patch") do
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add :patch_number, :string, primary_key: true
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create table("dim_match") do
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add :match_id, :string, primary_key: true, null: false
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timestamps()
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end
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create index("dom_patch", [:patch_number], unique: true)
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create index("dim_match", [:match_id], unique: true)
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create table("dom_item") do
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add :item_id, :integer, primary_key: true
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create table("dim_patch") do
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add :patch_number, :string, primary_key: true, null: false
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timestamps()
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end
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create index("dom_item", [:item_id], unique: true)
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create index("dim_patch", [:patch_number], unique: true)
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create table("dom_summoner_spell") do
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add :spell_id, :integer, primary_key: true
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create table("dim_player") do
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add :puuid, :string, primary_key: true, null: false
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timestamps()
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end
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create index("dom_summoner_spell", [:spell_id], unique: true)
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create index("dim_player", [:puuid], unique: true)
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create table("dim_summoner_spell") do
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add :spell_id, :integer, primary_key: true, null: false
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timestamps()
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end
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create index("dim_summoner_spell", [:spell_id], unique: true)
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create table("fact_champion_played_game") do
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add :champion_id, references("dom_champion", with: [champion_id: :champion_id]),
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primary_key: true
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add :match_id, references("dom_match", with: [match_id: :match_id])
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add :champion_id, references("dim_champion", column: :champion_id, type: :integer)
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add :match_id, references("dim_match", column: :match_id, type: :string)
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add :is_win, :boolean
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add :game_length_seconds, :integer
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add :queue_id, :integer
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add :patch_number, references("dim_patch", column: :patch_number, type: :string)
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add :team_position, :string
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add :puuid, references("dim_player", column: :puuid, type: :string)
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timestamps()
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end
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create index("fact_champion_played_game", [:id, :champion_id, :queue_id])
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create index("fact_champion_played_game", [:puuid, :match_id], unique: true)
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end
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end
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10
queries.md
Normal file
10
queries.md
Normal file
@ -0,0 +1,10 @@
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```
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SELECT
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(cast(count(CASE WHEN is_win THEN 1 END) as float) / cast(count(*) as float)) * 100.0 as win_rate,
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count(CASE WHEN is_win THEN 1 END) as games_won,
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count(*) as total_games,
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champion_id
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FROM fact_champion_played_game
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GROUP BY champion_id
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ORDER BY win_rate desc;
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```
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