nabinno/2_APIを介してバッチ処理で学習した予測結果を取得する.svg

## 2_APIを介してバッチ処理で学習した予測結果を取得する.svg
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stroke-width: 1.0; stroke-dasharray: 5.0,5.0;" x1="263" x2="263" y1="86.2969" y2="445.8906"/><line style="stroke: #383838; stroke-width: 1.0; stroke-dasharray: 5.0,5.0;" x1="367" x2="367" y1="86.2969" y2="445.8906"/><line style="stroke: #383838; stroke-width: 1.0; stroke-dasharray: 5.0,5.0;" x1="461" x2="461" y1="86.2969" y2="445.8906"/><line style="stroke: #383838; stroke-width: 1.0; stroke-dasharray: 5.0,5.0;" x1="542" x2="542" y1="86.2969" y2="445.8906"/><text fill="#000000" font-family="sans-serif" font-size="14" lengthAdjust="spacingAndGlyphs" textLength="112" x="23" y="82.9951">アプリケーション</text><ellipse cx="82" cy="13" fill="#F8F8F8" filter="url(#f13z9g8lckpqzx)" rx="8" ry="8" style="stroke: #383838; stroke-width: 2.0;"/><path d="M82,21 L82,48 M69,29 L95,29 M82,48 L69,63 M82,48 L95,63 " fill="none" filter="url(#f13z9g8lckpqzx)" style="stroke: #383838; stroke-width: 2.0;"/><text fill="#000000" font-family="sans-serif" font-size="14" lengthAdjust="spacingAndGlyphs" textLength="112" x="23" y="457.8857">アプリケーション</text><ellipse cx="82" cy="471.1875" fill="#F8F8F8" filter="url(#f13z9g8lckpqzx)" rx="8" ry="8" style="stroke: #383838; stroke-width: 2.0;"/><path d="M82,479.1875 L82,506.1875 M69,487.1875 L95,487.1875 M82,506.1875 L69,521.1875 M82,506.1875 L95,521.1875 " fill="none" filter="url(#f13z9g8lckpqzx)" style="stroke: #383838; stroke-width: 2.0;"/><text fill="#000000" font-family="sans-serif" font-size="14" lengthAdjust="spacingAndGlyphs" textLength="21" x="166.5" y="82.9951">DB</text><path d="M162,34 C162,24 180,24 180,24 C180,24 198,24 198,34 L198,60 C198,70 180,70 180,70 C180,70 162,70 162,60 L162,34 " fill="#F8F8F8" filter="url(#f13z9g8lckpqzx)" style="stroke: #000000; stroke-width: 1.5;"/><path d="M162,34 C162,44 180,44 180,44 C180,44 198,44 198,34 " fill="none" style="stroke: #000000; stroke-width: 1.5;"/><text fill="#000000" font-family="sans-serif" font-size="14" lengthAdjust="spacingAndGlyphs" textLength="21" x="166.5" y="457.8857">DB</text><path d="M162,471.1875 C162,461.1875 180,461.1875 180,461.1875 C180,461.1875 198,461.1875 198,471.1875 L198,497.1875 C198,507.1875 180,507.1875 180,507.1875 C180,507.1875 162,507.1875 162,497.1875 L162,471.1875 " fill="#F8F8F8" filter="url(#f13z9g8lckpqzx)" style="stroke: #000000; stroke-width: 1.5;"/><path d="M162,471.1875 C162,481.1875 180,481.1875 180,481.1875 C180,481.1875 198,481.1875 198,471.1875 " fill="none" style="stroke: #000000; stroke-width: 1.5;"/><text fill="#000000" font-family="sans-serif" font-size="14" lengthAdjust="spacingAndGlyphs" textLength="105" x="208" y="82.9951">予測APIサーバー</text><ellipse cx="263.5" cy="13" fill="#F8F8F8" filter="url(#f13z9g8lckpqzx)" rx="8" ry="8" style="stroke: #383838; stroke-width: 2.0;"/><path d="M263.5,21 L263.5,48 M250.5,29 L276.5,29 M263.5,48 L250.5,63 M263.5,48 L276.5,63 " fill="none" filter="url(#f13z9g8lckpqzx)" style="stroke: #383838; stroke-width: 2.0;"/><text fill="#000000" font-family="sans-serif" font-size="14" lengthAdjust="spacingAndGlyphs" textLength="105" x="208" y="457.8857">予測APIサーバー</text><ellipse cx="263.5" cy="471.1875" fill="#F8F8F8" filter="url(#f13z9g8lckpqzx)" rx="8" ry="8" style="stroke: #383838; stroke-width: 2.0;"/><path d="M263.5,479.1875 L263.5,506.1875 M250.5,487.1875 L276.5,487.1875 M263.5,506.1875 L250.5,521.1875 M263.5,506.1875 L276.5,521.1875 " fill="none" filter="url(#f13z9g8lckpqzx)" style="stroke: #383838; stroke-width: 2.0;"/><text fill="#000000" font-family="sans-serif" font-size="14" lengthAdjust="spacingAndGlyphs" textLength="70" x="329" y="82.9951">特徴抽出器</text><ellipse cx="367" cy="54" fill="#F8F8F8" filter="url(#f13z9g8lckpqzx)" rx="12" ry="12" style="stroke: #383838; stroke-width: 2.0;"/><polygon fill="#383838" points="363,42,369,37,367,42,369,47,363,42" style="stroke: #383838; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="14" lengthAdjust="spacingAndGlyphs" textLength="70" x="329" y="457.8857">特徴抽出器</text><ellipse cx="367" cy="477.1875" fill="#F8F8F8" filter="url(#f13z9g8lckpqzx)" rx="12" ry="12" style="stroke: #383838; stroke-width: 2.0;"/><polygon fill="#383838" points="363,465.1875,369,460.1875,367,465.1875,369,470.1875,363,465.1875" style="stroke: #383838; stroke-width: 1.0;"/><rect fill="#F8F8F8" filter="url(#f13z9g8lckpqzx)" height="30.2969" style="stroke: #383838; stroke-width: 1.5;" width="84" x="419" y="47"/><rect fill="#F8F8F8" filter="url(#f13z9g8lckpqzx)" height="30.2969" style="stroke: #383838; 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@startuml
skinparam monochrome true
skinparam backgroundColor #EEEEEE

actor アプリケーション as A
database DB as D
actor 予測APIサーバー as P
control 特徴抽出器 as F
collections 予測モデル as M
control 学習器 as L

group 予測
  A <-> D: - ユーザーID\n- 商品ID
  activate A
  A -> P: - ユーザーID\n- 商品ID
  activate P
  P -> F
  activate F
  F -> M: 特徴量
  deactivate F
  activate M
  M -> P
  deactivate M
  P -> A: 予測結果
  deactivate P
  deactivate A
end

group 学習バッチ
  D -> F: - ログ\n- ユーザー情報
  activate F
  F -> L: 特徴量
  deactivate F
  activate L
  L -> M: 学習結果
  deactivate L
end
@enduml

PlantUML version 1.2019.12(Sun Nov 03 10:24:54 UTC 2019)
(GPL source distribution)
Java Runtime: OpenJDK Runtime Environment
JVM: OpenJDK 64-Bit Server VM
Java Version: 1.8.0_232-heroku-b09
Operating System: Linux
Default Encoding: UTF-8
Language: en
Country: US
--></g></svg>

## 2_APIを介してバッチ処理で学習した予測結果を取得する.uml
@startuml
skinparam monochrome true
skinparam backgroundColor #EEEEEE

actor アプリケーション as A
database DB as D
actor 予測APIサーバー as P
control 特徴抽出器 as F
collections 予測モデル as M
control 学習器 as L

group 予測
  A <-> D: - ユーザーID\n- 商品ID
  activate A
  A -> P: - ユーザーID\n- 商品ID
  activate P
  P -> F
  activate F
  F -> M: 特徴量
  deactivate F
  activate M
  M -> P
  deactivate M
  P -> A: 予測結果
  deactivate P
  deactivate A
end

group 学習バッチ
  D -> F: - ログ\n- ユーザー情報
  activate F
  F -> L: 特徴量
  deactivate F
  activate L
  L -> M: 学習結果
  deactivate L
end

@enduml

## 3_DBを介してバッチ処理で学習した予測結果を取得する.svg

      
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## 3_DBを介してバッチ処理で学習した予測結果を取得する.uml
@startuml
skinparam monochrome true
skinparam backgroundColor #EEEEEE

actor アプリケーション as A
database DB as D
actor 予測APIサーバー as P
control 特徴抽出器 as F
collections 予測モデル as M
control 学習器 as L

group 予測参照
  A <-> D
end

group 予測バッチ
  D -> F: - ログ\n- ユーザー情報
  activate D
  activate F
  F -> M: 特徴量
  deactivate F
  activate M
  M -> D: 予測結果
  deactivate M
  deactivate D
end

group 学習バッチ
  D -> F: - ログ\n- ユーザー情報
  activate F
  F -> L: 特徴量
  deactivate F
  activate L
  L -> M: 学習結果
  deactivate L
end

@enduml
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	@startuml
	skinparam monochrome true
	skinparam backgroundColor #EEEEEE

	actor アプリケーション as A
	database DB as D
	actor 予測APIサーバー as P
	control 特徴抽出器 as F
	collections 予測モデル as M
	control 学習器 as L

	group 予測
	A <-> D: - ユーザーID\n- 商品ID
	activate A
	A -> P: - ユーザーID\n- 商品ID
	activate P
	P -> F
	activate F
	F -> M: 特徴量
	deactivate F
	activate M
	M -> P
	deactivate M
	P -> A: 予測結果
	deactivate P
	deactivate A
	end

	group 学習バッチ
	D -> F: - ログ\n- ユーザー情報
	activate F
	F -> L: 特徴量
	deactivate F
	activate L
	L -> M: 学習結果
	deactivate L
	end
	@enduml

	PlantUML version 1.2019.12(Sun Nov 03 10:24:54 UTC 2019)
	(GPL source distribution)
	Java Runtime: OpenJDK Runtime Environment
	JVM: OpenJDK 64-Bit Server VM
	Java Version: 1.8.0_232-heroku-b09
	Operating System: Linux
	Default Encoding: UTF-8
	Language: en
	Country: US
	--></g></svg>