7/5 なぜpythonは遅いのか

何故pythonが遅いのか気になったので調べてみました。

まだ初学者ですので、間違っていたら指摘していただけるとありがたいです。

以下の記事を参考にしましたが、初学者だとわからない単語が多いので補完したという感じです。

https://postd.cc/why-is-python-so-slow/

何故調べようと思ったのか

pypyが早いって書いてあって謎だったため

何が遅い処理になるのか

I/O処理は遅くなりがちです。

I/O処理

データの入力を待ちながら、やる処理。

同時にやるのは、並列処理です。

ちなみに足し算とかは、Cだと思われるので早いです。

1.GIL(グローバルインタプリタロック)

pythonは、複数のスレッドで処理を行うことが一般的にできない仕様になっています。どういうことかというと、ある一つのスレッドで、作業をしようと思うと、別のスレッドにロックがかかってしまうのです。これだと、今のChromeブラウザなどは、大量にスレッドを用意して、効率的に早くタスクを完了させることができるのに、それをうまく使用することができないって感じです。困りましたね。

2.インタプリンタ型

これはどういうことかと言うと、1行1行ずつ機械語に翻訳しながらやっていくコードのことです。

それと対比して、コンパイル型というのがあるのですが、これはファイルそのものを、一気に機械語に翻訳するものです。

何がいいのかというと、コンパイル型だと最適化ができます。

3.動的型付き言語

型をコンパイル時に指定される方法です。

これって実際コード見ずらくなりませんか?あんま好きじゃないいです。

これに計算時間がかかるのはどうしようもないことです。

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