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PCのメモリサブシステムとGUIシステムの比較: Androidを支える技術Iの内容紹介
{"cells":[{"cell_type":"markdown","metadata":{},"source":["# PCのメモリサブシステムとGUIシステムの比較: Androidを支える技術Iの内容紹介\n\nAndroidを支える技術 I の内容について、\n\nhttp://gihyo.jp/book/2017/978-4-7741-8759-4#toc\n\nどういう事を扱った本なのかを幾つか書いてみたい。"]},{"cell_type":"markdown","metadata":{},"source":["本書の大きなテーマの一つに、GUIシステムの総合的な理解、という物がある。\nそれは、乱暴に言ってしまえばPCのメモリサブシステムのレイヤと同じような視点でこのシステムを見る事が出来るようになる、という目標で書かれている。\n\nこの目次の、4章、5章、6章の3つの章で扱っている内容。"]},{"cell_type":"markdown","metadata":{},"source":["## PCのメモリサブシステムの復習\n\nまず比較の為、PCのメモリサブシステムについて簡単に述べておく。\n\nメモリサブシステムでは、通常キャッシュなどの高速で速いがサイズの小さいメモリ、大分遅いがサイズがそれなりに大きいメインメモリ、サイズが(相対的には)ほぼ無尽蔵だが大変遅いハードディスクに分けられていた。"]},{"cell_type":"code","execution_count":1,"metadata":{"collapsed":false},"outputs":[{"data":{"image/jpeg":"/9j/4QC8RXhpZgAATU0AKgAAAAgABgEaAAUAAAABAAAAVgEbAAUAAAABAAAAXgEoAAMAAAABAAIA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\nj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xSm1u3+H3xZW18H6RLY28I0Wwe61KEW6GKNWZALSJfn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object>"]},"execution_count":1,"metadata":{},"output_type":"execute_result"}],"source":["MeatPieImage()"]},{"cell_type":"markdown","metadata":{},"source":["あくまで比較の為なので、昨今のSSDなどの事情とかはひとまず考えない。\n\nハードディスクだってハードウェアなのでソフトウェア寄り、という表現は乱暴だが、キャッシュなどはハードワイアードに、ソフトウェアの介入をあまり無く動くのに対し、メモリサブシステムにおけるハードディスクは完全にソフトウェアで扱われるというような意味。\n\nで、PCのOSでは、プロセスやヒープなど、アプリケーションからはメモリが無尽蔵に使えるように「見せる」。それは以下のような手順となる。\n\nまず実際にメインメモリから溢れそうになったら使って無さそうなメモリの内容をハードディスクに退避して、メモリを再利用する。\n\nそして現在作業している部分についてはなるべくキャッシュ上に乗せておいて、なるべくメモリにはアクセスせずにキャッシュだけで作業をしようとする。"]},{"cell_type":"markdown","metadata":{},"source":["この、一般の開発者にはハードウェアの制約が無いかのような環境を提供しておき、実際にはなるべくハードウェア側で処理を行いつつあふれた分をソフトウェア側のレイヤに逃がすのは、メモリサブシステムに限らず一般的な構造である。"]},{"cell_type":"markdown","metadata":{},"source":["## AndroidのGUIシステムの構成\n\n次にこのメモリサブシステムの構成と比較する形でAndroidのGUIシステムの構成を簡単に示す。"]},{"cell_type":"code","execution_count":1,"metadata":{"collapsed":false},"outputs":[{"data":{"image/jpeg":"/9j/4QC8RXhpZgAATU0AKgAAAAgABgEaAAUAAAABAAAAVgEbAAUAAAABAAAAXgEoAAMAAAABAAIA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GSRgf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\nDGr/AA00SfRdMub6S6lsIPsUSrayTSMzyyRY8tnZmZmQkkkkn8j/APg6R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object>"]},"execution_count":1,"metadata":{},"output_type":"execute_result"}],"source":["MeatPieImage()"]},{"cell_type":"markdown","metadata":{},"source":["本書での4章(Viewツリー)、5章(OpenGL ESとDisplayList)、6章(HWCとSurfaceFlinger)の内容がそれぞれの箱に対応しているのが目次を見てもらうと分かると思う。"]},{"cell_type":"markdown","metadata":{},"source":["Viewは相対的には無尽蔵に作る事が出来てCPUなどで動的に操作する事も出来る。Androidはアプリ開発者に対しては、この制約がほとんど無いViewというレイヤを提供する。"]},{"cell_type":"markdown","metadata":{},"source":["それに対して実際にはDisplayListがビットマップなどをGPUのテクスチャにしたり、defer処理でカリングしたり、といった事を行って、高速なGPUで出来る限り処理する。\n\nこの描画の結果は、より制約が多いが高速でほとんどハードワイナードな合成回路であるHWCをキャッシュのように使う。\nあふれた部分はGPUで処理をするのは仮想メモリのスワップやキャッシュミスに似ている。ここを担当しているのが6章で扱うSurfaceFlingerとなる。"]},{"cell_type":"markdown","metadata":{},"source":["なお、HWCのレイヤではスマホに一般的な動画のデコード用チップなども直接つながるようになっていて、長時間の動画再生などがいかに電力効率良く行われるのか、という話もしていく。"]},{"cell_type":"markdown","metadata":{},"source":["現実はここまで単純でも無いが、高速で制約の多いハードウェア寄りな部分をキャッシュのように使い、より制約の少ないソフトウェア側であふれた部分を処理する事で、開発者には無制限にハードウェア寄りな部分が使えるように見せる、というのはグランドデザインとしてある。"]},{"cell_type":"markdown","metadata":{},"source":["本書ではこういった話を、扱っているのだけれど、アプリ開発から離れたエッセイとして扱う事はしていない。\nそれよりも、実際のアプリ開発で深く調べていく時に登場する構成要素やトピックから始めて、それを深く掘り下げていく事でこうした構成を浮き彫りにする、という構成を取っている。"]},{"cell_type":"markdown","metadata":{},"source":["## 本書でこうした話題を扱う意義\n\nGUIシステムのこうした全体構成を解説する、というのは本書の執筆を通してやりたかった事の一つです。\nそれを学ぶ事でどういう良い事があるのか?というのは読者の立場により様々だと思いますが、幾つか自分の想定しているご利益を書いてみたいと思います。"]},{"cell_type":"markdown","metadata":{},"source":["### Web時代にこうした全体像が失われてしまったという意識\n\nあとがきにも書いた事ですが、13年前とかには、こうしたGUIシステムの話が結構ありました。\nでもLonghorn以降こうした話はあまりまとまった場所に書かれる事はなくなってしまったと思います。"]},{"cell_type":"markdown","metadata":{},"source":["現在のブラウザは当時のそうした話を十分に理解した上で、さらに発展させて実装されています。\n多くのwebフロントエンドの技術もこうした話を前提に作られています。\n\nですが、web時代ではそれぞれは全体像から離れて個別に実装されている為、それらを統合した話をしっかり記述するのは難しくなっています。"]},{"cell_type":"markdown","metadata":{},"source":["Androidは良し悪しはおいといて事実として、これらの構成要素をGoogleがかなりの程度握って、一貫して作られています。\n\n今、GUIシステムの全体像を学ぼうと思った時に、Androidは一番有力な候補だと思います。\nですが、こうした本は和洋を問わず、いまだ書かれていない、という問題意識が自分にありました。"]},{"cell_type":"markdown","metadata":{},"source":["### PCの時代からスマホの時代へ、ハードウェアの知識のアップデート\n\nスマホのハードウェアはメーカーにより様々ですが、重要な所では一致しています。\nそして、それはPCとは大きく違います。\n\n例えばVGAやVESAを延長になんとなくグラフィックスを把握している人からすると、本書のようにHWCが表にでてきてprepareとか呼ばれる、というのは驚きなのでは無いでしょうか。"]},{"cell_type":"markdown","metadata":{},"source":["その他SoCになんでもかんでも詰め込みインターフェースは増やさず、メモリなども一つのメモリコントローラーにつながる、というのは、大分PCとは違う世界です。\nそしてそうした構成には十分な理由があり、AndroidのGUIシステムはそうした現実に沿って実装されています。"]},{"cell_type":"markdown","metadata":{},"source":["昔学んだPCのハードウェアの知識でだましだましやるのではなく、ここらへんで現代のハードウェア構成に合わせたシステムという物がどうなっているのかをちゃんと学んでおく事は意義がある事だと思っています。"]},{"cell_type":"markdown","metadata":{},"source":["### 今後のトレンドを考える上での現在\n\n次の時代はFPGAが載るのでしょうか。それともGPUが汎用化してGPGPU化が進むのでしょうか。はたまたTensorflow的なハードウェアが載るのでしょうか。"]},{"cell_type":"markdown","metadata":{},"source":["こうした事のどれが現実になるのかはわからなくても、かなり確かな事はあります。\nそれはCPUはこれ以上あまり早くならなくて、並列度が上がる用途限定型のハードウェアが追加されるであろう、という事です。\nそれは電力的な問題なので、近い将来の範囲ではこのトレンドは続く事が分かります。"]},{"cell_type":"markdown","metadata":{},"source":["こうしたCPUとソフトウェアでやっていた事を用途限定型のハードウェアに移していく、というのは、将来そうなるというだけではなく既に行われている事でもあります。\nその一番大きな所が、本書で扱うGPUベースのGUIシステムです。"]},{"cell_type":"markdown","metadata":{},"source":["次の時代でも、やはり用途限定型のハードウェアは制約が大きく、それの一部をソフトウェアに逃がす事になると思います。\nそうした構成は現在のSurfaceFlingerとTheadedRendererに似た物になるでしょう。\n\nそこで現時点で既に実績もあるこうした構成をしっかり学んでおく事は、そういう次の時代を切り開く事になるレベルのエンジニアには重要だと思います。\n本書はそれに耐えうる内容だと自負しています。"]}],"metadata":{"kernelspec":{"display_name":"Python 2","language":"python","name":"python2"},"lanbuage_info":{"codemirror_mode":{"name":"ipython","version":2},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython2","version":"2.7.11"}},"nbformat":4,"nbformat_minor":0}
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