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横持ちと縦持ち

課員の売上予定と実績のテーブルは、

create table #縦持ち
        (
          社員CODE char(10) ,
          月       integer ,
          予実     char    ,  -- 'Y'予定 'J':実績         
          額       integer ,
        )
このように、縦持ちにします。

しかし、

"create table #横持ち
        (
          社員CODE char(10) ,
          予定額1月 integer,
          実績額1月 integer,
          ;;;;;;;;;;;;;;;;;;;
          予定額12月 integer,
          実績額12月 integer
        )
のように、横持ちするプロジェクトを往々に見かけます。

RDBの項目設計で、同類項目を横に持つと、「なんだかなぁ」といってしまいます。
そのとき
「正規化して、縦持ちするとIO回数が増えてパフォーマンスが落ちるので、横持ちしている。」
という言い分を聞きます。

200人の課員を想定します。
縦持ちだと,  200人* 予実2行 * 各月12行 => 4800行
横持ちだと、 200人                         200行
 その差は,24倍

データ作成は、物理的なIOを伴うので、縦持ちと横持ちの差は、20倍以上要し
縦持ちだと、横持ち表に展開するのに、加工時間がかかり、そのコストは大きい...と横持ち論者は仰る。
 
 口論しても前進しないので、どれ位の差があるか、確認してみました。
http://ognogn.com/Bekkan%2fMsSQL%2f%e9%80%9f%e5%ba%a6%e6%af%94%e8%bc%83%2f%e7%b8%a6%e6%8c%81%e3%81%a1%e3%81%a8%e6%a8%aa%e6%8c%81%e3%81%a1.aspx

(縦持ち 4800行と横持ち200行の各月のデータは 乱数取得していて一致しません。)
(縦持ちデータを横に取り直した表は、一致してます。)

縦横変換は、一般的な
                select 社員CODE 
                    ,SUM(CASE WHEN 月 = 01 and 予実='Y' THEN 額 else null END) 予定額1月
                    ...............
                    ,SUM(CASE WHEN 月 = 12 and 予実='J' THEN 額 else null END) 実績額12月
                    from  #縦持ち  group by 社員CODE order by 社員CODE
で行いました。

実行例:
  作成所要時間 (縦持ち)00:00:01.7187500 (横持ち)00:00:00.2031250: 横取得: 00:00:00 (縦横変換)00:00:00.0781250

縦持作成は 1.7秒 横持ちは 0.2秒で 10倍以下。(挿入時間なので、この差がネックに場面は少ないと思ってます。)
縦横変換で縦持ちデータを横持ちに変換するのは 0.07秒

(試行した私が差の小さいのに感心しているのは秘密です。)

「だから、縦持ちがよい」と結論つけるのは乱暴ですが、少なくとも、縦持ちは速度的に不利ではないと言えそうです。

想像ですが、縦横変換のSQLを項目毎に (select 月where),(select 月 where)....と副SQLで記述していて、縦横変換は遅いと、なったのかもしれません。

P.S.  当該ページにバグがあります。

Postback処理がすべて無効になりアベンドします。(既知の不具合ということで、ゴニョゴニョ...orz)

 

投稿日時 : 2009年6月9日 1:55

Feedback

# re: 横持ちと縦持ち 2009/06/09 10:26 trapemiya

誤解を恐れずものすごく乱暴な言い方をすれば、パフォーマンスは私の中では二の次。とりあえず理想的な設計をする。それで遅くなったとしても人間の許容範囲内ならOK。何が何でもパフォーマンス重視の設計はしません。
データベースだってハードだってどんどん進化してます。パフォーマンスも知らないうちに改善されてきています。
1.7秒と0.2秒なら私は間違いなく縦持ちです。縦持ちの方がデータの処理は断然やりやすいですし、拡張性もあります。例えば期をまたがる表示などの複数年管理が考えられます。

# re: 横持ちと縦持ち 2009/06/09 10:44 中博俊

うーん
横持ちは基本ですね。
行数の問題だけではなく、いろいろな側面があります。
とりあえずデータ件数が少なすぎるので、1000万件くらいにしてみて試してみてください(w

# re: 横持ちと縦持ち 2009/06/09 11:01 choir

以前、身の回りで横持ち設計した人8人に聞きました。
(複数回答有)

今までそうやってきたから・・・7人
Accessで開いたときに見難いだろう・・・5人
ログ積んでくだけだからここでは気にしない・・・1人


近頃のデータベースはPIVOTが使えるので多少の横持ちには抵抗できる。。

# re: 横持ちと縦持ち 2009/06/09 11:09 よねけん

縦持ちを基本として考えたい派でしたが、
計測結果を見て、そこまでの差があるなら、
横持ち派に鞍替えしてもいいかなと思いました。
DBMSが何かわからないですが、4800行でそこまでの差が出るなら、かなりのパフォーマンスの差ですね。
10万件なら単純計算で、34秒と4秒(x20してみた)ということになる(かどうかわからないけどw)ので、レスポンスが許容範囲外になりそう。

# re: 横持ちと縦持ち 2009/06/09 13:40 みきぬ

case by case かな。
パフォーマンスや拡張性など、諸々の要素を考慮した結果、そのほうがよいと判断したときに横持ちに「する」んだと思うし。

# re: 横持ちと縦持ち 2009/06/09 13:58 かたぎり

たとえば、1月~12月の一人の予実をグリッドでみたい
なんてときには横もちが楽w

DBだけでアプリケーションができてるわけではないもの。
でもって、いつでも最新のエンジンを、なんて所が
世の中ザラにあるわけでもない事実(ぼそ)

使える資産の中で、どうやっていくのがベストなのかを
ウンウンうなりながら考えるのがテーブル設計だし
一概に「これがイイ!」と一律な答えは出ないと思うです

# re: 横持ちと縦持ち 2009/06/09 21:10 Pasie.

 個人的にはtrapemiyaに一票でしょうか。考えられた結果としてなら良いわけですが往々にして(以下略) choirさんのアンケートの結果がそれを証明して(以下略)-_-;

>たとえば、1月~12月の一人の予実をグリッドでみたい
 これってどうすれば良いんでしょうね。見るだけならなんとかですが、編集したいとか言われた時。
 なんか最適解はないですか。横持ち以外で。>_<;

# re: 横持ちと縦持ち 2009/06/09 21:17 Pasie.

trapemiyaさん。です。ごめんなさい。

# re: 横持ちと縦持ち 2009/06/09 21:54 Ognac

記事捕捉: RDBは SQL server 2005で実行しました。

結局は「case by case」になるのでしょうね。
でも、私は原則は縦持ちで、挿入頻度が高く、レスポンス性を要求される時に限定して、横持ちにしたいですね。
縦持ちのほうが、拡張性が高いと思ってます。
(記事の例で)、毎月予実の二項目で運用されていたシステムに、原価項目が加わったとき、予実区分を予実現区分に変更し、チェック制約を 'Y'/'J'/'G' にすれば、対処できます。
横持ちだと、構造を変えないと行けないので、チト面倒。 trapemiyaさんに1票になりましょうか。

>横持ちは基本ですね。
処理コスト面で横持ちの利点はを大きいし、横持ちエントリーは、そのまま書けるメリットは大きいですね。
縦持ちだとソースの加工が不利です。む

>今までそうやってきたから・・・7人
>Accessで開いたときに見難いだろう・・・5人
判断基準は、惰性面が強いのでしょうか。

>10万件なら単純計算で、34秒と4秒(x20してみた)ということになる
環境の都合で、大量のテストがし難いのですが、機会を作って確認します。

>一概に「これがイイ!」と一律な答えは出ないと思うです
理想と堅実のギャップはどこにでも...

>これってどうすれば良いんでしょうね。見るだけならなんとかですが、編集したいとか言われた時。
記事で作成した、縦横変換後の一覧は、参照なので問題ありませんが、その表でGrid入力させると、Insert文,update文を動的生成させるので、
コーディンクが煩雑になるのは避けられませんね。

綺麗に纏まると、どこかが煩雑になるのは、避けられないのかも、総量一定の法則か?
Case by Caseの判断基準を一定に保つのが重要なのかも。

# re: 横持ちと縦持ち 2009/06/10 4:18 れい

みきぬさん
> case by case かな。
かたぎりさん
> 一概に「これがイイ!」と一律な答えは出ないと思うです

「そのほうがよいと判断したとき」とか、「悩むのが設計です」じゃ、情報として面白くありません。
一概に決まらないのも、CaseByCaseなのも、皆さんには「当たり前」ですよね?

「たてもち」「よこもち」は「こういう手もある」というレパートリーです。
サロゲートキーとかもレパートリー。

レパートリーが増える話ならそれだけでも面白いので、「時と場合によって使い分けましょう」で終わりですが、今回はレパートリーを増やす話ではなく、「どっちの料理がイイか」という話をしているわけです。

「時と場合による」じゃ会話になってません。

どんなCaseだったら「たてもち」で対応するのか、どのくらいの規模なら「よこもち」がいいのか。
そういった「諸所の要素」をまとめたら「一概」にはならなくても三~五概くらいにはなりませんかね?

私の様な素人でも、「こういう場合はこうした方がいい場合が多い」というような指針、判断の基準を教えてください。

# re: 横持ちと縦持ち 2009/06/10 7:54 Pasie.

>私の様な素人でも、
 とりあえずダウト。
 会社行ってきマース。

# re: 横持ちと縦持ち 2009/06/10 9:36 みきぬ

> 「こういう場合はこうした方がいい場合が多い」というような指針、判断の基準
例えばこんな感じ?

───── 以下、てきとー注意 ─────
基本は縦持ち。
で、以下のうち4つ以上当てはまる場合は横持ちにする。
・横に持ちたい項目数が7項目以下である
・横に持ちたい項目数が後に増えることは、たぶんない
・横に持たないとレスポンスがやばい処理がある
・横に持つことでレスポンスがやばくなる処理がない
・横に持ったほうが、たぶん開発が楽
・現場のふいんき(←なぜか変換できない)が横持ちだと言っている
────────────────────

ちなみに PostgreSQL の場合は配列型で持つという手もあるんですが、誰か実際のプロジェクトで試した人っていないかしら。
使用感を聞いてみたいなあ。

# テーブルの設計における横持ち・縦持ち 2009/06/10 9:52 R.Tanaka.Ichiro's Blog

テーブルの設計における横持ち・縦持ち

# re: 横持ちと縦持ち 2009/06/10 12:34 赤ペン先生

ふいんき → 雰囲気(ふんいき)

# re: 横持ちと縦持ち 2009/06/10 12:38 はこ

横持ちのほうが圧倒的に「素人目にも分かりやすい」という利点がありますよね。ですのでメンバーのスキルレベルや、技術経験(COBOL屋さんとか・・・)によって検討します。GridViewへの貼付、編集も容易ですし。
でも、横持ちだと「直近1年間の状況を見たい」って言われたときに困りますよね。2008/06~2009/06までの予実表示とか、入社以来の予実統計とか。
とりあえず自分で決めていいのなら、拡張が楽な縦持ちですね・・。

# re: 横持ちと縦持ち 2009/06/10 13:46 aetos

> ですのでメンバーのスキルレベルや、技術経験(COBOL屋さんとか・・・)によって検討します。

んー。
DB設計って、結構長い寿命を持つと思います。
テーブルの寿命が終わるより、チームメンバーが入れ替わる方が早いんじゃないかな、と。
今のメンバーにあわせて設計ってどうかなぁ、と思いますね。

# re: 横持ちと縦持ち 2009/06/10 14:23 えいる/孤月

普通にDB設計したら縦なんじゃないんですかね。
その後パフォーマンスの問題が出るなら横持ち考えてもいいとは思いますが。
よくわかんないんですけど、少なくともDBのお勉強をしてたら横持ちはまだ正規化終わってない状態ですよね、縦もちさせた後に、何か明確な理由があれば正規化を崩して横持ちしたりデータ二重化させたりするってどこかで読んだ気がします。

なんで最初から横もちするの?という意味で僕は縦もち以外を考慮したことないですねえ。

横もち設計の理由で下の話を聞いたことがあるますね
・COBOLとかの帳票出力系のプログラムの出力形式にあわせたほうがわかりやすい。
・データの格納領域の節約
あとはその時代から使ってきた人の手癖とか、そういう人たちに現場で教えられてちゃんとした勉強をしてない人なんじゃないですかねー

ああでも設定ファイルがわりに使うSQLiteのテーブルとかだったらまぁ横でもいいかなとか思ったりしますが。

# re: 横持ちと縦持ち 2009/06/10 15:23 みきぬ

最初から横持ちで考える項目は、アドレス帳の電話番号くらいかなあ。
これだけはなぜか、いつも電話番号1, 電話番号2 としてしまう。

# re: 横持ちと縦持ち 2009/06/10 15:26 れい

みきぬさん。
>で、以下のうち4つ以上当てはまる場合は横持ちにする。
>・横に持ちたい項目数が7項目以下である
>・横に持ちたい項目数が後に増えることは、たぶんない

こういうのがイイですっ。
わかりやすい。
ありがとうございます。
でも「現場のふいんき」はよくわからないなぁ。

はこさん。
>横持ちのほうが圧倒的に「素人目にも分かりやすい」という利点がありますよね。
そうですかね?
教科書や理論の知識しかない私からすると、縦持ちしか考えられないです。
文字通り、考えられない。
横持ちの話を聞いたときは「そんな方法があるんだ!」と、目から鱗でした。

# re: 横持ちと縦持ち 2009/06/10 17:13 みきぬ

> でも「現場のふいんき」はよくわからないなぁ。
この中の4つ以上に該当していればおっけー。
・周囲の発言力が強いメンバーに、深刻な縦持ち原理主義者がいない
・周囲のメンバーで縦持ち主義者がいる場合、その説得が面倒でない
・周囲のメンバーに、横持ちマンセーを唱えている者がいる
・周囲の発言力が強いメンバーが、横持ちマンセーを唱えている
・既存の設計に、横持ちテーブルがある
・既存の設計が、横持ちテーブルだらけである

> > 横持ちのほうが圧倒的に「素人目にも分かりやすい」という利点がありますよね。
> そうですかね?
> 教科書や理論の知識しかない私からすると、縦持ちしか考えられないです。
最終的に横持ちになるケースって、そもそもの用途が横に表示されているわけですよね。
# でないと横で持つ意味ってないし

1. 画面では横に出している
2. 何も考えずにテーブルに落とすと、横になる
3. 正規化して縦にする
4. そこをあえて横に戻す

って感じ。慣れたら 2 の手順は脳内ですっ飛ばされちゃうと思うけど。
で、見た目とテーブルの向きが一致するからわかりやすいってことじゃないかな。

# re: 横持ちと縦持ち 2009/06/10 23:55 Ognac

私の視点に過ぎませんが、横持ちの項目配置は、単純に出力帳票のレイアウトから派生している気がします。
その面でも、はこさんの
>横持ちだと「直近1年間の状況を見たい」って言われたときに困りますよね。
は納得できます。
該当会社の期首が1月で年度別表を作るのが前提で、
1月 2月   .....12月
 予実 予実    予実
という、横持ちにしてしまうのは、当座処理としてはOKかもしれませんが、流用性を犠牲にしていると考えます。

会計年度が4月期首に変えたら、年度表は
4月....12月 1月 2月 3月 になり、DB構造といっちしなくなり、年度表を作るために、中間テーブルを作る事に成りかねません。

年度表が
1月 2月   .....12月
予定 xxx xxx xxx
実績 xxx xxx xxx

となっても、改変工数がDBアクセスに発生します。
横持ちすると、SQL文の改変が大きくなります。その面でも、私は、縦持ちを原則としたいです。

コボルで横持ちが多いのは、配列の扱いが比較的楽で、帳票と直結しているからです。 OCCURS文は項目を配列アクセスに便利で、開発効率も高いので、
ISAM文化だと、縦持ちは逆に面倒になります。

銀の玉はないので、デメリットを認識して使い分けないとだめですね。安易に惰性で選択するとリバウンドが怖い。

汎用マスターも、安易な横持ちしているのを見ますね。
  区分マスタ種類  CODE値 整数値 文字値 日付値   表示内容
  性別区分     M                 男
  性別区分     F                 女
  21期首      K21          2009/04/01
  顧客区分     T       得意先
  顧客区分     S       仕入先
  締め日      締日   21

実行したい意味は分かりますが、スッキリしません。
「現場のふいんき」はネタなのかマジなのか判りませんでした。

# re: 横持ちと縦持ち 2009/06/11 2:20 Pasie.

 基本として、データとはExcelである、なんですよね。x,yで配置されるもの。非正規形。
 個人的には縦持ちのデータをグリッド側(ADO側)で横展開してくれるととても助かる。(データ入力を含む)

# re: 横持ちと縦持ち 2009/06/11 7:56 黒龍

要件によっていくらでも変わるのでこの例では横持ちでしかモデリングしないかなぁ。
理由は
・1月~12月はかわらない
・予実、金額も必ず入るっぽい
・保持項目がスカラー値なので
という感じですね。
たとえばこれが月別の計画予実ほげほげで0~nの複数ぶら下がる形(今月は予定なしとか先月はAとBに実施したなど)だと横持ちではやりようがない気がします。なのでなんとも言えないです。
私の場合○○個あればいいかぁみたいな持ち方を検討してる段階で縦にするかなあ。とはいえデータの修正が要件的にないならOKです。(画面エントリのワークテーブルと見なせるので)
とはいえこれからのWFやBigTable等のクラウドアプリでのデータの持ち方としては横持ちが基本になるのでまた変わってくるでしょうね。

# re: 横持ちと縦持ち 2009/06/11 22:02 みきぬ

> 「現場のふいんき」はネタなのかマジなのか判りませんでした。
半分以上はネタですw

ただ、どっちでも大して変わらないような気楽なケースも、逆にどちらがいいか判断しづらいような難しいケースもあると思うので、そのときは現場の文化(あるいはノリ)でいったほうが開発がスムーズに進むってことはあるんじゃないでしょうか。

# re: 横持ちと縦持ち 2009/06/12 0:38 Pasie.

> 作成所要時間 (縦持ち)00:00:01.7187500 (横持ち)00:00:00.2031250: 横取得: 00:00:00 (縦横変換)00:00:00.0781250
 今更ですが、これってストアドか何かで確認です?言語(C#?)から、さらにはネット越しだと別のトラフィックがかかっていそうだけど、そのあたりは排除されていると考えていいんですよね?

# re: 横持ちと縦持ち 2009/06/12 1:02 Ognac

>今更ですが、これってストアドか何かで確認です?言語(C#?)から、
極力トラフィックは抑えるべく、2400行と,200行のSQL文を1つの文字列にして、1度の RDB.Execute()で処理しました。

パラメータクエリーにするより、平文のほうが適してそうなので、平文でテストしました。(インジェクション対策もしてません)

10倍弱の差の理由はまだ、見付けられていません。


参考:
横持ち
for (int i = 1; i <= MaxCode; i++)
{
string sql2 = @"insert into #横持ち(社員CODE,予定額1月,実績額1月,予定額2月,実績額2月,予定額3月,実績額3月,
予定額4月,実績額4月, 予定額5月,実績額5月,予定額6月,実績額6月,予定額7月,実績額7月,予定額8月,実績額8月,予定額9月,実績額9月,
予定額10月,実績額10月, 予定額11月,実績額11月,予定額12月,実績額12月) values(
'{0}',{1},{2},{3},{4},{5},{6},{7},{8},{9},{10},{11},{12},{13},{14},{15},{16},{17},{18},{19},{20},{21},{22},{23},{24}
);
";

string code = string.Format("CODE{0:000}", i);
string sql = string.Format(sql2, code, rnd.Next(1000000), rnd.Next(1000000), rnd.Next(1000000), rnd.Next(1000000), rnd.Next(1000000), rnd.Next(1000000), rnd.Next(1000000), rnd.Next(1000000), rnd.Next(1000000), rnd.Next(1000000), rnd.Next(1000000), rnd.Next(1000000),
rnd.Next(1000000), rnd.Next(1000000), rnd.Next(1000000), rnd.Next(1000000), rnd.Next(1000000), rnd.Next(1000000), rnd.Next(1000000), rnd.Next(1000000), rnd.Next(1000000), rnd.Next(1000000), rnd.Next(1000000), rnd.Next(1000000)
);

sb.Append(sql);
}

縦持ち
for (int i = 1; i <= MaxCode; i++)
{
string code = string.Format("CODE{0:000}", i);
for (int m = 1; m < 13; m++)
{
string 元Y = string.Format("insert into #縦持ち(社員CODE,月,予実,額) values('{0}', {1},'Y',{2});", code,m, rnd.Next(1000000));
string 元J = string.Format("insert into #縦持ち(社員CODE,月,予実,額) values('{0}', {1},'J',{2});", code,m, rnd.Next(1000000));
sb.Append(元Y);
sb.Append(元J);

}
}



実行部分
LBL_横所用時間.Text = ed.Subtract(st).ToString();
DataTable dt_s = ur.Execute(sql3);
DateTime ed2 = DateTime.Now;

LBL_横所用時間.Text += ": 横取得: " + ed2.Subtract(ed).ToString();


# re: 横持ちと縦持ち 2009/06/12 1:29 Pasie.

>パラメータクエリーにするより、平文のほうが適してそうなので
 これってもしかして都度コンパイル入りません?
 すると、コンパイル頻度が1:24とかなんとか。おや24倍?とか。
 インタフェイスが同一(横持ち)のストアドを作って、言語(C#)側は同一プログラムにして、縦持ちと横持ちの差を比べたみると、また違う結果がでるのかもしれません。

# 横持ちと縦持ち_その後 2009/06/13 0:16 Ognacの雑感

横持ちと縦持ち_その後

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# re: 横持ちと縦持ち 2016/03/18 17:07 縦持ち派でも横持ち派でもない通りすがり

> 口論しても前進しないので、どれ位の差があるか、確認してみました。

総レコード件数は何件で確認したのでしょう?

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