:download:`download notebook <../ipynb_files/Colabの概要.ipynb>` Colabの概要 =========== セル（Cells） ------------- ノートブックは複数のセルのから構成されますです。 セルは実行可能なコードセルと，説明書きなどに利用するテキストセルによって構成されています。 (Only Colab) このノートブックは誰でも編集したり実行したり可能なので自由に編集したり実行したりしていただいて構いません．ただし上書き保存はできないので，編集したファイルを保存したい場合は，上部ツールバーにある **ファイル->ドライブにコピーを保存**\ からご自身のGoogle Driveに保存してください． コードセル（Code cells） ------------------------ 下記は **コードセル** のサンプルです。 セルをクリックして選択し、以下の方法で内容を実行する： セルの左にある\ **再生アイコン**\ をクリックする； - **Ctrl+Enter(MacはCommand+Enter)** と入力すると、その場でセルが実行されます； - **Shift+Enter** と入力すると、セルが実行され、次のセルにフォーカスが移ります； - **Alt+Enter** はセルを実行後に新しいコードセルを下部に配置する； **ランタイム** （上部ツールバーにある）には、一部またはすべてのセルを実行するための追加オプションがあります。 .. raw:: html
In:
.. code-block:: ipython a = 10 a .. raw:: html
.. parsed-literal:: 10 テキストセル（Text cells) ------------------------- この説明書きがあるセルが\ **テキストセル**\ です。 このセルを編集するにはテキストセルを\ **ダブルクリック**\ します。 テキスト・セルは\ `markdown `__\ 構文が利用できます。 詳しくは\ `markdownガイド `__\ をご覧ください。 また、 テキストセルの文中でLaTeXの表記の数式を\ **$**\ 記号で括ると数式をレンダリングして表示することができます。例えば ``$\sqrt{3x-1}+(1+x)^2$`` と表記して\ **Shift+Enterを入力すると** :math:`\sqrt{3x-1}+(1+x)^2`\ となります。 セルの追加と移動 ---------------- セルの上部もしくは下部にマウスカーソルを合わせると\ **+ コード** と **+ テキスト** ボタンが表示されます．これらのボタンから新しいセルを追加することができます。これらのボタンはノートブックの上のツールバーにもあり、現在選択されているセルの下にセルを追加するために使用できます。 セルをクリックして、右上に表示されるツールバーの ``↑`` または ``↓``\ をクリックすると、セルを移動することができます。 |スクリーンショット 2025-06-19 7.46.24.png| 連続するセルは、1つのセルの外側からグループ内をドラッグする「投げ縄選択」によって選択することができます。 隣接していないセルは、あるセルをクリックし、Ctrlを押しながら別のセルをクリックすることで、同時に選択することができます。 同様に、Ctrlの代わりにShiftを使用すると、すべての中間セルが選択されます。 セルのメニューアイコン ---------------------- セルをクリックするとセルの右上上部にいくつかのアイコンが表示されますので，どのような機能が利用可能かいろいろ触ってみると良いでしょう． .. figure:: 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 :alt: スクリーンショット 2025-06-19 7.46.24.png スクリーンショット 2025-06-19 7.46.24.png .. |スクリーンショット 2025-06-19 7.46.24.png| image:: 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 pythonでの作業 -------------- 予想に反して長く実行されている python は上部メニュの\ **ランタイム -> 実行を中断** を選択して実行を停止できます． 例えば、以下は30秒スリープするコードです．30秒立つまで別のコードを実行することができないので，ランタイムから実行を中断してください．中断すると\ ``KeyboardInterrupt``\ のエラーが出ますが，これはコードが中断されたことを意味するエラーなので正意図されたエラーです．このエラーは３行目の\ ``----> 3 time.sleep(30)``\ で計上されているに注意してください． .. raw:: html
In:
.. code-block:: ipython import time print("Sleeping") time.sleep(30) # sleep for a while; interrupt me! print("Done Sleeping") .. raw:: html
.. parsed-literal:: Sleeping :: --------------------------------------------------------------------------- KeyboardInterrupt Traceback (most recent call last) Cell In[2], line 3 1 import time 2 print("Sleeping") ----> 3 time.sleep(30) # sleep for a while; interrupt me! 4 print("Done Sleeping") KeyboardInterrupt: 3行目のコードで ``time.sleep(30) # sleep for a while; interrupt me!`` ``#``\ の右側にあるテキストは(コード)コメントと呼ばれ，コメントは実行されません．コードの本文中で注釈が必要な場合に使います． 複数行のコメントが必要であれば以下のように\ ``"""``\ で括った箇所がコメントとなります． .. raw:: html
In:
.. code-block:: ipython # これはコメント a = 2 """ a = 3 ここもコメント """ print(a) .. raw:: html
.. parsed-literal:: 2 自動補完とコード探索 -------------------- ColabはPythonオブジェクトの属性を探索したり、ドキュメントの文字列を素早く表示するための自動補完機能を提供します。 例として、まず以下のセルを実行して\ ```numpy`` `__ パッケージをインポートします。 .. raw:: html
In:
.. code-block:: ipython import numpy .. raw:: html
numpy の後にカーソルを置いて **Period**\ (``.``) を押すと、numpy モジュールの中で利用可能な完了のリストが表示されます。 補完リストは Ctrl+Space で再度開くことができます。 .. raw:: html
In:
.. code-block:: ipython numpy # numpyの後にPeriod(.)を入力してください .. raw:: html
.. parsed-literal:: 上の\ ``import numpy``\ はパッケージの正式名称をコード中で使っていますが，コード量が増えてしまうので，\ ``as``\ を使ってインポートしたパッケージに別名をつけることができます．別名は任意の名称をつけることができますが，\ ``numpy``\ は\ ``np``\ と省略することが一般的なので，慣例に従う方が良いです． .. raw:: html
In:
.. code-block:: ipython import numpy as np .. raw:: html
モジュール内の関数やクラスの後に開左括弧(を入力すると、ヘルプを表示することができます． .. raw:: html
In:
.. code-block:: ipython np.sin #np.sinの後に左括弧(を入力してください．右括弧)は自動で挿入されます． #右括弧)を入力するとドキュメントは表示されません .. raw:: html
.. parsed-literal:: ヘルプドキュメントは\ **Ctrl+Shift+Space**\ で再度開くことができますし、メソッド名の上にマウスカーソルを置いたり，マウスカーソルを置いても表示可能です ヘルプドキュメントに\ ``Open in Tab``\ が表示される場合は、Tab（左側のウィンドウに）ヘルプドキュメントを表示させることができます。 ``View source`` でソースコードを表示させることができます。 例外のフォーマット ------------------ コードに問題がありコードを実行できない場合，pythonは例外処理を表示します． .. raw:: html
In:
.. code-block:: ipython x = 1 y = 4 z = y/(1-x) .. raw:: html
:: --------------------------------------------------------------------------- ZeroDivisionError Traceback (most recent call last) Cell In[8], line 3 1 x = 1 2 y = 4 ----> 3 z = y/(1-x) ZeroDivisionError: division by zero 表示された最終行に例外処理の理由と原因が記載されており上記の例では\ ``ZeroDivisionError: division by zero``\ が発生しています。つまり数を0で割る未定義の除算が発生しているため例外処理を行なっています。例外処理が発生したコードは\ ``----> 3 z = y/(1-x)``\ で記載されるように3行目で発生していることを示しています。 図の出力 -------- これまでの例はコードの出力はテキストであったが，グラフのような図を表示させることも可能である．作図はmatplalitbパッケージを使うことが一般的なのでそれを使う． .. raw:: html
In:
.. code-block:: ipython #パッケージの読み込み import numpy as np import matplotlib.pyplot as plt .. raw:: html
ここでは :math:`y = \sin x` を描画してみよう．計算機では連続変数を厳密に扱うことができないため，\ :math:`0`\ から\ :math:`2\pi`\ まで100等分された点を\ :math:`x`\ とし，各点\ :math:`x`\ の値を使って\ :math:`y=\sin x`\ を評価した結果を描画する． .. raw:: html
In:
.. code-block:: ipython x = np.linspace(0, 2*np.pi, 100) # linspace = linearly spaced value y = np.sin(x) plt.plot(x, y) .. raw:: html
.. parsed-literal:: [] .. image:: Colab%E3%81%AE%E6%A6%82%E8%A6%81_files/Colab%E3%81%AE%E6%A6%82%E8%A6%81_26_1.png Google Driveとの連携 -------------------- ColabはGoogle Driveと統合されています。 同じドキュメントを複数の人と共有したり、コメントしたり、共同作業したりすることができます： - ツールバーの右側にある\ **共有ボタン** を使用すると、ノートブックを共有したり、ノートブックに設定されているアクセス許可を制御したりできます。 - 左上部ツールバー\ **ファイル->ドライブにコピーを保存**\ は、Google Driveノートブックのコピーを作成します。 - **ファイル->保存** ノートブックをDriveに保存します．\ **ファイル->版を保存して固定(Save and pin revision)**\ は、編集履歴を固定します． - **ファイル->変更履歴**\ はノートブックの編集履歴を表示します． - **ファイル->ダウンロード->.ipynb**\ でノートブックをダウンロードすることができます． 目次の表示 ---------- ノートブックに目次設定されている場合は，下記スクリーンショットのアイコンから目次を表示させることができます． .. figure:: 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 :alt: スクリーンショット 2025-06-19 17.52.37.png スクリーンショット 2025-06-19 17.52.37.png おすすめのColabの設定 --------------------- - 行番号の表示・非表示 行番号が表示されて紛らわしければ，非表示にすることもできる． 長いコードをコピペする場合は行番号があったほうが良いかもしれない． - インデントガイドの表示 pythonではインデント（\ ````\ キーによる字下げ）に意味があるので表示させておいた方が視認性が高まる． 設定へのアクセス方法は下記画像を参照すること .. figure:: 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 :alt: スクリーンショット 2025-06-19 18.11.51.png スクリーンショット 2025-06-19 18.11.51.png