# 1.本記事の内容 Caché パターンマッチングと同様に、Caché では正規表現を使ってテキストデータのパターンを特定することができますが、後者の場合はより高い表現力を利用できます。 本記事では正規表現を簡単に紹介し、Caché での活用方法について解説します。 本記事の情報は、主に Jeffrey Friedl 氏著作の「Mastering Regular Expressions (詳説 正規表現)」に加え、もちろん Caché のオンラインドキュメンテーションなど、様々なリソースを基に提供しています。 本記事は正規表現のあらゆる可能性や詳細について解説することを意図したものではありません。 更なる詳細にご興味のある方は、チャプター 5 に記載のソースを参照してください。 オフラインで読む場合は、PDF バージョンをダウンロードしていただけます。 パターンを使ったテキストの処理は複雑な作業な作業になることがあります。 正規表現を使用する場合、一般的には、パターンを探すテキスト、パターンそのもの (正規表現)、マッチ (パターンに一致するテキストの部分) など、異なる種類のエンティティを伴います。 こういったエンティティを簡単に区別できるよう、本ドキュメントでは以下のルールを使用しています。 テキストのサンプルは、モノスペース書体で個別に、追加の引用符を使わずに書かれています。

この ″テキスト文字列″ には探している "何か" が含まれています。

区別しにくい場合に限り、本文中にある正規表現はこの例にもあるように、灰色のバックグラウンドで表示されています: \".*?\"。 マッチした部分は必要に応じて異なる色で強調表示されます。

この "テキスト文字列" には探している "何か" が含まれています。

大きめのコードサンプルは、次の例のようにボックスに分けています。
set t="この ""テキスト文字列"" には探している ""何か"" が含まれています。"
set r="\"".*?\"""
w $locate(t,r,,,tMatch)
# 2.歴史 (とトリビア) の紹介 1940 当初、神経生理学者により人間の神経系がモデル化され、 その何年後かに、ある数学者が「正規セット」と呼ぶ代数学を用いてこのモデルを説明しました。 そして、この代数学の表記が「正規表現」と名付けられました。 1965 年になり、正規表現は初めてコンピューターの世界で言及されるようになり、 当時 UNIX オペレーティングシステムの一部であったエディター QED に正規表現が導入されるようになりました。 そのエディターの後のバージョンで、すべてのテキスト行で正規表現のマッチを検索し、その結果を出力するコマンドシーケンス g / regular expression / p (_global, regular expression, print_) が提供されました。 このコマンドシーケンスが、最終的にスタンドアロンの UNIX コマンドラインプログラム「grep」になりました。 今日、正規表現 (RegEx) は、数多くのプログラミング言語において、様々な形で実装されています (セクション 3.3 参照)。   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)   # 3.正規表現 101 Caché パターンマッチングと同様に、正規表現を使ってテキストデータのパターンを特定することができますが、後者の場合はより高い表現力を利用できます。 以下のセクションでは、正規表現のコンポーネントとその評価をまとめ、使用可能なエンジンをいくつか紹介します。使用方法は、チャプター 4 で詳しく説明します。 ## 3.1.正規表現のコンポーネント ### 3.1.1.正規表現のメタ文字 以下の文字は正規表現として使用された場合に特別な意味を持ちます。 .  *  +  ?  (  )  [  ]  \  ^ $  | これらをリテラルとして使用する場合は、バックスラッシュを使ってエスケープする必要があります。 リテラルシーケンスを明示的に指定する場合は、\Q \E を使用します。 ### 3.1.2.リテラル 通常のテキストとエスケープされた文字はリテラルとして扱われます。以下はその一部です。
abc abc
\f 改ページ
\n 改行
\r 行頭復帰
\v (垂直) タブ
\0+ 3 桁の数字 (例: \0101) 8 進数。Caché (ICU) で使用される正規表現エンジンは、最大で \0377 (10 進法では 255) までの 8 進数に対応しています。 他のエンジンから正規表現を移行させる場合は、8 進数がどう処理されるかを事前に確認しておいてください。
\x+ 2 桁の数字 (例: \x41) 16 進数。ICU ライブラリに 16 進数を処理する別のオプションが記載されています。ICU ドキュメンテーションを参照してください (リンクはセクション 5.8 にあります)
### 3.1.3.アンカー アンカーは、テキスト / 文字列の位置を一致させる場合に使用します。以下はその例です。 * \A           文字列の先頭 * \Z           文字列の末尾 * ^             テキストまたは行の先頭 * $             テキストまたは行の末尾 * \b           単語の境界 * \B           単語の境界ではない * \<           単語の先頭 * \>           単語の末尾 一部の RegEx エンジンは、単語を構成するものの正確な定義や、単語の区切り文字と見なされる文字の定義によって、動作が異なります。 ### 3.1.4.量指定子 量指定子を使用すると、先行する要素がマッチとみなされるための出現回数を指定できます。 * {x}          x 回の出現 * {x,y}      x 回から y 回の出現 * *             0 回以上、{0,} と同じ * +             1 回以上、{1,} と同じ * ?             0 回または 1 回   #### 最長一致 量指定子は「_最長一致_」、つまり、できるだけ多くの文字を一致させようとします。 以下のようなテキスト文字列があり、引用符内のテキストを見つける必要があるとしましょう。

This is "a text" with "four quotes".

セレクタは最長一致なため、正規表現 \".*\" を使うと、一致するテキストの数が多くなり過ぎてしまいます。

This is "a text" with "four quotes".

この例の正規表現 .* は、引用符のペアの間にある文字をできるだけ多く検出しようとします。 しかし、ドットセレクタ ( . ) により引用符も検出されてしまうため、期待している結果が得られません。 一部の正規表現エンジン (Caché で使用されるものを含む) では、クエスチョンマーク (?) を追加することにより、量指定子の最長一致となることを抑制できます。 そうすることで、正規表現 \".*?\" は、引用符で囲まれたテキストの 2 つの部分に一致し、期待通りの結果が得られます。

This is "a text" with "four quotes".

### 3.1.5.文字クラス (文字の範囲) 文字の範囲や文字のセットは、角括弧を使って [a-zA-Z0-9] または [abcd] のように指定します。正規表現では、これを「文字クラス」と呼んでいます。 範囲の中で一致するのは 1 文字だけです。つまり、範囲定義内にある文字の順番は関係ありません。[dbac][abcd] では同じ文字が一致します。 特定の文字の範囲を省く場合は、範囲定義の前 (角括弧内) に ^ を挿入します: [^ abc] と指定すると、a、b、c 以外のすべてが一致します。 一部の正規表現エンジンでは、事前定義された文字クラス (POSIX) を使用できます。以下はその一部です。 * [:alnum:]    [a-zA-z0-9] * [:alpha:]    [a-zA-Z] * [:blank:]    [ \t] * … ### 3.1.6.グループ 括弧を使用すると、正規表現の一部をグループ化することができます。 これは、セレクタのグループに量指定子を適用したり、同じ正規表現 (後方参照) および正規表現を呼び出す Caché オブジェクトスクリプトコード (キャプチャバッファ) の両方からグループを参照する場合に便利です。 グループはネストできます。 下の正規表現は、順に 3 桁の数字、ダッシュ、大文字と数字の 3 つのペア、ダッシュ、先頭と同じ 3 桁の数字で構成される文字列に一致します。

([0-9]{3})-([A-Z][[0-9]){3}-\1

この例は、_後方参照_ (以下を参照) を使用して、構造だけでなく中身にも一致させる方法を示しています。後方参照 (紫) は、先頭の 3 桁の数字を末尾でも検索するようエンジンに指示しています (黄) 。 また、より複雑な構造 (緑色) に量指定子を適用する方法も示しています。 上記の正規表現は、以下の文字列に一致します。

123-D1E2F3-123

以下には一致しません。

123-D1E2F3-456             (末尾の 3 桁の数字が先頭の 3 桁と異なる)

123-1DE2F3-123             (中央部分が3 つの大文字、数字のペアではない)

123-D1E2-123                   (中央部分が2つの大文字、数字のペアしかない)

グループは、いわゆるキャプチャバッファの作成にも使用されます (セクション4.5.1を参照)。 これはとても強力な機能で、情報の一致と抽出を同時に実行できます! ### 3.1.7. 論理和指定子 論理和指定子を指定するには、skyfall|done のように縦線の文字を使います。 そうすることで、セクション 3.1.5 で説明した文字クラスを使う場合のように、より複雑な式を一致させることができます。 ### 3.1.8.後方参照 後方参照を使用すると、以前に定義されたグループ (括弧内のセレクター) を参照できます。 下の正規表現の例は、同じ文字が 3 回繰り返す場合に一致します。

([a-zA-Z])\1\1

後方参照は「\x」で指定され、「x」は何番目の括弧で囲まれた式を参照するのかを意味します。 ### 3.1.9.優先順位 1. () よりも [] を優先 2. シーケンスよりも , + および ? を優先。ab(ab)* ではなく、a(b*) と同等である 3. 論理和指定子よりもシーケンスを優先。ab|c は、a(b|c) でなく、(ab)|c と同等である。 ## 3.2.理論 通常、正規表現の評価は、下に紹介する 2 つの手段のどちらかで実施されます (ここでは簡単に説明していますので、詳しい内容はチャプター 5 に記載の文献を参照してください)。 1. テキストを基にした判定 (DFA – _Deterministic Finite Automaton「決定性有限オートマトン」_) エンジンは入力されたテキスト文字を 1 文字ずつ確認し、それまで確認した文字を一致させようとする。 入力されたテキストの末尾に到達すると、成功とします。   2. Regexを基にした判定(NFA – _Non-deterministic Finite Automaton「非決定性有限オートマトン」_) エンジンは、正規表現のトークンを 1 つずつ確認し、それをテキストに適用しようとします。 最後のトークンに到達(かつ一致)すれば、成功とします。   手段 1 は決定的な方法です。実行時間は入力されるテキストの長さによります。 正規表現に使われるセレクタの順序が実行時間に影響を与えることはありません。 手段 2 は非決定的な方法です。エンジンは、一致するかエラーが発生するまで、正規表現に使われているセレクタのすべての組み合わせを確認します。 従ってこの方法は_一致しない_場合は特に時間がかかります (すべての可能な組み合わせを確認する必要があるため)。 セレクタの順番は、実行時間に影響を_与えます_。 ただし、この方法はバックトラックおよびキャプチャバッファを使用できます。 ## 3.3.エンジン 正規表現エンジンは、プログラミング言語やオペレーティングシステムに組み込まれているものから、ほぼどこでも使用可能なライブラリまで、様々なものが存在します。 以下は評価手段別に分けた正規表現エンジンの例です。 * DFA:      grep、awk、lex * NFA:      Perl、Tcl、Python、Emacs、sed、vi、ICU 下のテーブルは、様々なプログラミング言語やライブラリで使用可能な正規表現の機能を比較したものです。 ![](/sites/default/files/inline/images/regex_engines.png) 詳細はこちらをお読みください: [https://en.wikipedia.org/wiki/Comparison\_of\_regular\_expression\_engines](https://en.wikipedia.org/wiki/Comparison_of_regular_expression_engines) # 4.RegEx と Caché InterSystems Caché では、正規表現に ICU ライブラリが使用されています。その機能の多くは、Caché オンラインドキュメンテーションでご確認いただけます。 (後方参照などを含む) 完全な詳細は、ICU ライブラリのオンラインドキュメンテーションを参照してください。 – ICU へのリンクはセクション 5.8 をご覧ください。 以下のセクションで、その使用方法を簡単に紹介します。 ## 4.4.$match() と $locate() Caché ObjectScript (COS) では、2 つの関数 `$match()` と `$locate()` により、ICU ライブラリが提供する多くの Regex 機能を直接使用できます。`$match(String, Regex)` は、指定された Regex パターンを基に入力文字列を検索します。 マッチが見つかった場合は 1 を、それ以外の場合は 0 を返します。 例: * `w $match("baaacd",".*(a)\1\1.*")` は 1 を返します * `w $match("bbaacd",".*(a)\1\1.*")` は 0 を返します `$locate(String,Regex,Start,End,Value)` は、`$match()` と同様に、指定された Regex パターンを基に入力文字列を検索します。 ですが、$locate() は扱いやすい上に、より多くの情報を返します。 `Start` により、入力文字列内でパターンの検索を開始する位置を `$locate` に指示します。 `$locate()` は、マッチを見つけると、その最初の文字の位置を返し、`End` をマッチの次の文字の位置に設定します。 マッチの内容は `Value` として返されます。 `$locate()` は、マッチが見つからないと 0 を返し、`End` と `Value` が指定されていも、それを変更することはありません。`End` と `Value` は参照渡しで渡されるので、繰り返し使用する場合は注意が必要です (ループ内で使用する場合など)。 例: * `w $locate("abcdexyz",".d.",1,e,x)` は 3 を返すと同時に、e は 6 に、x は "cde" に設定されます `$locate()` は、パターンマッチングを実行すると同時に、最初のマッチの内容を返すことができます。  すべてのマッチの内容を抽出する必要がある場合は、ループの中で `$locate()` を繰り返し呼び出すか、`%Regex.Matcher` のメソッドを実行します (次のセクションで解説)。 ## 4.5.%Regex.Matcher `%Regex.Matcher` を使用すると、`$match()` および `$locate()` と同様に、ICU ライブラリの正規表現機能を使用できます。 しかし、`%Regex.Matcher` を使用すると、高度な機能も利用でき、複雑なタスクの扱いがとてもシンプルになります。 次のセクションでは、キャプチャバッファについてもう一度確認し、正規表現を使って文字列を置き換える方法やランタイムの動作を制御する方法について説明します。 4.5.1.キャプチャバッファ グループや後方参照、`$locate()` のセクションで説明してきましたが、正規表現を使用すると、テキスト内のパターンを検索すると同時に、一致した内容を返すことができます。 これは、抽出したいパターンの部分を括弧 (グルーピング) に入れて行います。 マッチが成功すると、一致したすべてのグループの内容がキャプチャバッファに入ります。 これはマッチした内容を Value パラメーターで返す $locate() とは少し異なるので注意が必要です。$locate() はマッチ全体を返す一方で、キャプチャバッファは、マッチ (グループ) への_部分的_なアクセスを可能にします。 これを使用するには、`%Regex.Matcher` クラスのオブジェクトを作成し、それに正規表現と入力文字列を渡します。 それから、%Regex.Matcher が提供するメソッドを 1 つ呼び出せば、実際の作業を実行することができます。  例 1 (シンプルなグループ):
set m=##class(%Regex.Matcher).%New("(a|b).*(de)", "abcdeabcde")
w m.Locate() 1 を返す
w m.Group(1) a を返す
w m.Group(2) de を返す
例 2 (ネストされたグループと後方参照):
set m=##class(%Regex.Matcher).%New("((a|b).*?(de))(\1)", "abcdeabcde")
w m.Match()                   1 を返す
w m.GroupCount                4 を返す
w m.Group(1)                  abcde を返す
w m.Group(2)                  a を返す
w m.Group(3)                  de を返す
w m.Group(4)                  abcde を返す

(ネストされたグループの順番に注目してください。始め括弧がグループの始まりを意味するため、インデックス番号は外側のグループよりも内側のグループの方が高くなっています)

先ほども触れましたが、キャプチャバッファはパターンを一致させると同時に一致した内容を抽出できる、とても強力な機能です。 正規表現がないと、ステップ 1 として (パターンマッチオペレーターを使用するなどして) マッチを探し、ステップ 2 として何らかの条件を基に、マッチした内容を抽出 (または部分的に抽出) しなくてはならなくなります。 パターンを部分的にグループ化する必要がある (例: その部分に量指定子を適用するため) が、マッチした部分の内容をキャプチャバッファに取り入れたくない場合は、以下の例 3 で示すように、グループの前に疑問符とコロンを順に挿入し、そのグループを "非キャプチャリング (non-capturing)" または "内気 (shy)" なグループとして定義することができます。 例 3 (内気 "shy" なグループ):
set m=##class(%Regex.Matcher).%New("((a|b).*?(?:de))(\1)","abcdeabcde")
w m.Match()                        1 を返す
w m.Group(1)                       abcde を返す
w m.Group(2)                       a を返す
w m.Group(3)                       abcde を返す
w m.Group(4)                       <REGULAR を返すEXPRESSION>zGroupGet+3^%Regex.Matcher.1
### 4.5.2.置換 `%Regex.Matcher` は、マッチした内容を即座に置き換えることができる、`ReplaceAll()` と `ReplaceFirst()` というメソッドも提供します。
set m=##class(%Regex.Matcher).%New(".c.","abcdeabcde")
w m.ReplaceAll("xxxx")        axxxxeaxxxxe を返す
w m.ReplaceFirst("xxxx")     axxxxeabcde を返す
置換文字列でグループを参照することもできます。 前の例のパターンにグループを追加した場合、置換文字列に $1 を含めることでその内容を参照することができます。
set m=##class(%Regex.Matcher).%New("<span style="background-color:#D3D3D3;">.</span><strong><span style="background-color:#D3D3D3;">(</span></strong><span style="background-color:#D3D3D3;">c</span><strong><span style="background-color:#D3D3D3;">)</span></strong><span style="background-color:#D3D3D3;">.</span>","abcdeabcde")
w m.ReplaceFirst("xx$1xx")   axxcxxeabcde を返す
マッチした完全な内容を置換文字列に含めるには、`$0` を使用します。
w m.ReplaceFirst("xx$0xx")    axxbcdxxeabcde を返す
### 4.5.3.OperationLimit セクション 3.2 で、正規表現を評価する 2 つの方法 (DFA と NFA) について解説しました。 Caché で使用される正規表現エンジンは、非決定的有限オートマトン (NFA) です。 したがい、特定の入力文字列において様々な正規表現を評価するのにかかる時間は異なる場合があります。 [1] `%Regex.Matcher` オブジェクトのプロパティ OperationLimit を使えば、(_クラスタ_と呼ばれる) 実行単位の数を制限することができます。 クラスターの実行にかかる正確な時間は、環境によって異なります。 通常、クラスターの実行はわずか数ミリ秒で完了します。 しかし、OperationLimitは 0 (制限なし) にデフォルト設定されています。 4.6.実例: Perl から Caché への移行 このセクションでは、Perl から Caché への移行において、正規表現が関連する部分について説明します。 Perl スクリプトは、文字のマッチと抽出の両方に使用される数十個の多少複雑な正規表現で構成されていました。 もし、Caché で正規表現の機能を使用できなかったとしたら、Caché への移行プロジェクトは大掛かりな作業となったことでしょう。 幸い、Caché では正規表現の機能を使用できる上に、Perl スクリプトの正規表現は、ほぼ何の変更も加えずに Caché で使用することができました。 以下のリンクから Perl スクリプトを一部ご覧いただけます。 ![](/sites/default/files/inline/images/perl.png) 正規表現を Perl から Caché に移行する上で、唯一必要となった変更は (正規表現に大文字と小文字を区別させる) 修飾子 /iに関するもので、正規表現の末尾から先頭に移動させる必要がありました。 Perl では、キャプチャバッファの中身は特別な変数にコピーされます (上の Perl コードでいう `$1` と `$2`)。 Perl プロジェクトのほぼ全ての正規表現で、このメカニズムが使用されていました。 これに似た作業を行えるよう、Caché Object Script ではシンプルなラッパーメソッドが作成されました。 %Regex.Matcher を使ってテキスト文字列に対し正規表現を評価し、キャプチャバッファの中身をリストとして返すというものです ($lb())。 以下がその Caché Object Script コードです。 if ..RegexMatch( tVCSFullName, "(?i)[\\\/]([^\\^\/]+)[\\\/]ProjectDB[\\\/](.+)[\\\/]archives[\\\/]", .tCaptureBufferList) { set tDomainPrefix=$zcvt($lg(tCaptureBufferList,1), "U") set tDomain=$zcvt($lg(tCaptureBufferList,2), "U") } … Classmethod RegexMatch(pString as %String, pRegex as %String, Output pCaptureBuffer="") { #Dim tRetVal as %Boolean=0 set m=##class(%Regex.Matcher).%New(pRegex,pString) while m.Locate() { set tRetVal=1 for i=1:1:m.GroupCount { set pCaptureBuffer=pCaptureBuffer_$lb(m.Group(i)) } } quit tRetVal } # 5.リファレンス情報 ## 5.7.一般情報 一般情報およびチュートリアル * チュートリアルおよび例 * 正規表現エンジンの比較 * [https://en.wikipedia.org/wiki/Comparison\_of\_regular\_expression\_engines](https://en.wikipedia.org/wiki/Comparison_of_regular_expression_engines) クイックガイド * 書籍 * Jeffrey E. F. Friedl (著): “Mastering Regular Expressions (詳説 正規表現)” ( 参照) ## 5.8.Caché オンラインドキュメンテーション * Caché で正規表現を使う方法の概要: [http://docs.intersystems.com/latestj/csp/docbook/DocBook.UI.Page.cls?KEY=GCOS_regexp](http://docs.intersystems.com/latestj/csp/docbook/DocBook.UI.Page.cls?KEY=GCOS_regexp)   * `$match()` に関するドキュメンテーション: [http://docs.intersystems.com/latestj/csp/docbook/DocBook.UI.Page.cls?KEY=RCOS_fmatch](http://docs.intersystems.com/latestj/csp/docbook/DocBook.UI.Page.cls?KEY=RCOS_fmatch)   * `$locate()` に関するドキュメンテーション: [http://docs.intersystems.com/latestj/csp/docbook/DocBook.UI.Page.cls?KEY=RCOS_flocate](http://docs.intersystems.com/latestj/csp/docbook/DocBook.UI.Page.cls?KEY=RCOS_flocate)   * `%Regex.Matcher` のクラスリファレンス:   ## 5.9.ICU 上述のとおり、InterSystems Caché は ICU エンジンを使用します。 包括的なドキュメンテーションはオンラインでご利用いただけます。 * * * * * ## 5.10.ツール 正規表現を作成するにあたり、開発者をサポートするツールは、無料で使用できるものから、商用ライセンスが付属するものまで数多く存在します。 私の個人的なお気に入りは RegexBuddy () です。インタラクティブで視覚的な機能を使用できるので、正規表現の作成とテストを様々な方法で行えます。 ![](/sites/default/files/inline/images/regex_buddy.png)