こんにちわ。
@hasegaw です。あけましておめでとうございます。今年もよろしくお願いいたします!
本日は
カーネル/VM Advent Calendar 私の当番!ということで、 FreeBSD 8.0-RELEASE から標準装備になった VIMAGE がどんなモノで、どういう使い方ができるかについて軽く紹介したいと思います。
■ バックグラウンド: 新人研修で「ネットワークを教えることになったが……」
実は2010年4月、弊社の新人研修の一環として、丸1日かけてネットワークの基本について教えることになりました。
新人研修には、これまでコンピュータなどを専攻してきた新人もいますが、まったく違う分野からやってきた人たちもいます。そこで、インターネットを使うとどうして世界中のコンピュータと通信できるのか、ルーティングの動きを体験してもらおうと思いました。
INTEROP で NICT の
nictorを度々見かけていたので、これぐらいかっこいいのを作ろう(嘘)と思いました。
さて、どうやって作ろう? VMware 等でたくさんのゲスト OS を用意したりするのもアリですが、それだと、それなりなスペックの PC なども必要になります。できれば私が普段常用しているノートパソコンで全てが完結するレベルで作りたい……と思い、「ああ、いいのが有るじゃないか」。デモ環境のベースとして、久々に VIMAGE を使ってみることにしたのです。
■ VIMAGE とはなんぞや
FreeBSD で利用できる VIMAGE という機能ですが、これは FreeBSD のネットワークスタックを多重化するための機能です。ひとつの FreeBSD カーネル上で複数のネットワークスタックを動かすことができ、それらは全て独立した形で動きます。IPアドレスなどの情報はもちろん、ルーティングテーブルも独立したものになるため、 1 つの FreeBSD カーネルで複数のノードを再現できます。しかも多重化されるのはネットワークスタックと動作中のプロセスだけ。10ノード分程度のエミュレーションならメモリ128MBのちいさなFreeBSD環境をVMware上で動かしてあげれば十分なので、大きさ的にも、今回のデモには最適です。
ところで、 FreeBSD では、 UNIX の世界で広く使われている chroot によるリソースアクセス制御のほかにも jail と呼ばれるコンテナ技術が(たしか) 4.0-RELEASE の頃から実装されています。これは、 jail 内で動作するプロセスは、その jail 内にあるプロセスしか見えなくなるというタイプのもので、今思えば Linux でいう Virtuozzo のような技術に先駆けて実装された PC UNIX 向けの仮想化技術でありました。とはいえ、 jail はあくまでも「関係のないプロセスが見えなくなる」ものであって、ネットワークスタックなどがパーティションされているわけではありませんでした。
話を VIMAGE に戻しましょう。これは元々
FreeBSD Network Stack Virtualization Project にてネットワークの研究目的で実装されたもので、 FreeBSD ベースのシステム上で複数の仮想ルータや仮想サーバを構築できます。また、 GUI 上でネットワークトポロジを作ることによって、1 台の FreeBSD Box の中で、普通にはひとつのカーネルでは構築できないような複雑なトポロジを実現し、試すことができる、というものです。
VIMAGE は当初 4.11-RELEASE 向けに実装されたコードがあり、私自身も 2005 年頃に見つけて色々と遊んでいたのですが、それが、ついに FreeBSD のメインツリーに取り込まれたという形になります。
なお VIMAGE は FreeBSD jail の機能の一部として実装されています。これまでの jail によるプロセス隔離機能、および VIMAGE によるネットワークスタックの多重化を組み合わせることによって、ひとつの FreeBSD Box の中で Virtuozzo のようなパーティションが可能になったのです。
VIMAGE について、
FreeBSD 8.0-RELEASE リリース当初に後藤大地さんがマイコミジャーナルの記事にて解説されているので、こちらも併せてご覧いただくとよいかと思います。
■ VIMAGE を使うための下準備
さて、VIMAGE を使うには、色々と準備をしなければいけません。特にカーネルですが GENERIC カーネルではなく VIMAGE が有効化されたカーネルを自分で作らないといけません。
options VIMAGE
nooptions SCTP
また VIMAGE は jail の機能の一部であり、 jail が使えるようなイメージの準備をしておかないといけません。平たく言えば chroot 利用時のように、ファイルシステム上のどこかに jail 環境のルートディレクトリとなるディレクトリを準備しなければいけません。(ただ試すだけなら、 FreeBSD box の / を使うこともできます。この場合は、プロセス間の干渉などはできませんが、当然 jail 間でファイルは自由にアクセスできてしまいます)
FreeBSD では jail 環境は現状 /usr/jails/$JAIL_NAME/ というパスで作るのが一般的?なようです。 ports コレクションにある ezjail などを利用すると jail 環境を割と簡単に作れるみたいです。私も ezjail を使ってテスト用 jail 環境を作りました(が、一度デモで使うだけのやっつけ環境だったので後から強引に各 jail 内の構成をごりごり弄りました)。
■ VMAGE jail を起動する
あらかじめ準備した jail 用ツリーを使って、 VIMAGE jail を起動するために下記のスクリプトを書きました。本当は ezjail などの管理機能に任せるのが正しいのでしょうが、作業した時点の ezjail は VIMAGE を正しく扱えなかったため断念したように思います。
#!/usr/local/bin/bash
sysctl -w security.jail.socket_unixiproute_only=0
sysctl -w security.jail.allow_raw_sockets=1
for i in 1 2 3 4 5 6 7 8 9; do
jail -c vnet host.hostname=vm${i} name=vm${i} path=/usr/jails/vm${i} persist
jexec vm${i} sysctl -w net.inet.ip.forwarding=1
jexec vm${i} ifconfig lo0 127.0.0.1/24 up
jexec vm${i} /etc/rc.d/sshd onestart
jexec vm${i} routed -s -m
cp /root/master.passwd /usr/jails/vm${i}/etc/master.passwd
jexec vm${i} pwd_mkdb /etc/master.passwd
jexec vm${i} pwd_mkdb -p /etc/master.passwd
done
上記スクリプトが何をしているかは、見ていただければ判ると思いますが
- VIMAGE Jail 「vmX 」を作成
- TCP/IPのルーティングを許可(ルータ化)
- とりあえず強引にループバックデバイスを立ち上げる
- OpenSSHのサーバを立ち上げる
- 動的ルーティングデーモン(routed)を立ち上げる
- 親環境の /etc/master.passwd ファイルを jail 内にコピーし、パスワードデータベースを更新する
これで各 VIMAGE Jail で sshd, routed が起動した状態となりました。
netdemo# ps -auxww | grep J
root 1032 0.0 1.5 6676 3680 ?? IsJ 9:27AM 0:00.00 /usr/sbin/sshd
root 1034 0.0 0.5 3348 1368 ?? SsJ 9:27AM 0:00.64 routed -s -m
root 1047 0.0 1.6 6676 4000 ?? IsJ 9:27AM 0:00.01 /usr/sbin/sshd
root 1049 0.0 0.5 3348 1368 ?? SsJ 9:27AM 0:00.32 routed -s -m
root 1062 0.0 1.6 6676 4000 ?? IsJ 9:27AM 0:00.00 /usr/sbin/sshd
root 1064 0.0 0.5 3348 1368 ?? SsJ 9:27AM 0:00.17 routed -s -m
root 1077 0.0 1.6 6676 4008 ?? IsJ 9:27AM 0:00.00 /usr/sbin/sshd
root 1079 0.0 0.5 3348 1360 ?? SsJ 9:28AM 0:00.11 routed -s -m
root 1092 0.0 1.6 6676 3996 ?? IsJ 9:28AM 0:00.00 /usr/sbin/sshd
root 1094 0.0 0.5 3348 1360 ?? SsJ 9:28AM 0:00.16 routed -s -m
root 1107 0.0 1.6 6676 3996 ?? IsJ 9:28AM 0:00.00 /usr/sbin/sshd
root 1109 0.0 0.5 3348 1360 ?? SsJ 9:28AM 0:00.16 routed -s -m
root 1122 0.0 1.6 6676 3996 ?? IsJ 9:28AM 0:00.00 /usr/sbin/sshd
root 1124 0.0 0.5 3348 1360 ?? SsJ 9:28AM 0:00.18 routed -s -m
root 1137 0.0 1.6 6676 4000 ?? IsJ 9:28AM 0:00.00 /usr/sbin/sshd
root 1139 0.0 0.5 3348 1360 ?? SsJ 9:28AM 0:00.17 routed -s -m
root 1152 0.0 1.6 6676 3996 ?? IsJ 9:28AM 0:00.00 /usr/sbin/sshd
root 1154 0.0 0.5 3348 1360 ?? SsJ 9:28AM 0:00.17 routed -s -m
■ VIMAGE Jail にネットワークインターフェイスを
ただ、この状態ではまだ各 VIMAGE Jail はループバックインターフェイスしか持っていません。 jexec コマンドを使って VIMAGE Jail 内に入ることはできますが、たとえ親環境からでも TCP/IP 的に到達することはできません。
続けて、ネットワークインターフェイスを各 VM に割り当てていきます。各 VIMAGE 間を接続するために epair インターフェイスを作成し、それを各 VM に割り当てていきます。
# vm1 - vm2
ifconfig epair create
ifconfig epair0a vnet vm1
ifconfig epair0b vnet vm2
jexec vm1 ifconfig epair0a 10.0.10.1/24 up
jexec vm2 ifconfig epair0b 10.0.10.2/24 up
# vm1 - vm3
ifconfig epair create
ifconfig epair1a vnet vm1
ifconfig epair1b vnet vm3
jexec vm1 ifconfig epair1a 10.0.20.1/24 up
jexec vm3 ifconfig epair1b 10.0.20.2/24 up
# vm2 - vm3
ifconfig epair create
ifconfig epair2a vnet vm2
ifconfig epair2b vnet vm3
jexec vm2 ifconfig epair2a 10.0.30.1/24 up
jexec vm3 ifconfig epair2b 10.0.30.2/24 up
# vm1 - vm4
ifconfig epair create
ifconfig epair3a vnet vm1
ifconfig epair3b vnet vm4
jexec vm1 ifconfig epair3a 10.0.40.1/24 up
jexec vm4 ifconfig epair3b 10.0.40.2/24 up
# vm1 - vm5
ifconfig epair create
ifconfig epair4a vnet vm1
ifconfig epair4b vnet vm5
jexec vm1 ifconfig epair4a 10.0.50.1/24 up
jexec vm5 ifconfig epair4b 10.0.50.2/24 up
# vm2 - vm6
ifconfig epair create
ifconfig epair5a vnet vm2
ifconfig epair5b vnet vm6
jexec vm2 ifconfig epair5a 10.0.60.1/24 up
jexec vm6 ifconfig epair5b 10.0.60.2/24 up
# vm2 - vm7
ifconfig epair create
ifconfig epair6a vnet vm2
ifconfig epair6b vnet vm7
jexec vm2 ifconfig epair6a 10.0.70.1/24 up
jexec vm7 ifconfig epair6b 10.0.70.2/24 up
# vm3 - vm8
ifconfig epair create
ifconfig epair7a vnet vm3
ifconfig epair7b vnet vm8
jexec vm3 ifconfig epair7a 10.0.80.1/24 up
jexec vm8 ifconfig epair7b 10.0.80.2/24 up
# vm3 - vm9
ifconfig epair create
ifconfig epair8a vnet vm3
ifconfig epair8b vnet vm9
jexec vm3 ifconfig epair8a 10.0.90.1/24 up
jexec vm9 ifconfig epair8b 10.0.90.2/24 up
これで、 vm1~9 に Peer to Peer な経路がいくつか設定されました。
各 VIMAGE Jail の中では routed が動いていますので、 routed が自動的に隣接ノードを見つけて、ルーティングテーブルを作成してくれます。
netdemo# jexec vm1 netstat -r
Routing tables
Internet:
Destination Gateway Flags Refs Use Netif Expire
10.0.10.0 link#2 U 1 0 epair0
vm1 link#2 UHS 0 0 lo0
10.0.20.0 link#3 U 1 0 epair1
vm1 link#3 UHS 0 0 lo0
10.0.30.0 vm2 UG 0 0 epair0
10.0.40.0 link#4 U 1 0 epair3
vm1 link#4 UHS 0 0 lo0
10.0.50.0 link#5 U 1 0 epair4
vm1 link#5 UHS 0 0 lo0
10.0.60.0 vm2 UG 0 0 epair0
10.0.70.0 vm2 UG 0 0 epair0
10.0.80.0 vm3 UG 0 0 epair1
10.0.90.0 vm3 UG 0 0 epair1
localhost link#1 UH 0 0 lo0
Internet6:
(省略)
■ VIMAGE Jail 内から PING してみる
各 jail の中はクローズドな FreeBSD 環境になっています。もちろん PING などの操作が可能です。
netdemo# jexec vm1 ping -c 3 vm5
Version 1.4a12+FreeBSD
Usage: traceroute [-adDeFInrSvx] [-f first_ttl] [-g gateway] [-i iface]
[-m max_ttl] [-p port] [-P proto] [-q nqueries] [-s src_addr]
[-t tos] [-w waittime] [-A as_server] [-z pausemsecs] host [packetlen]
PING vm5 (10.0.50.2): 56 data bytes
64 bytes from 10.0.50.2: icmp_seq=0 ttl=64 time=1.204 ms
64 bytes from 10.0.50.2: icmp_seq=1 ttl=64 time=0.438 ms
64 bytes from 10.0.50.2: icmp_seq=2 ttl=64 time=0.147 ms
--- vm5 ping statistics ---
3 packets transmitted, 3 packets received, 0.0% packet loss
round-trip min/avg/max/stddev = 0.147/0.596/1.204/0.446 ms
■ VIMAGE Jail 内から traceroute... あれれ?
しかし残念ながら VMAGE jail 内の traceroute は(8.0-RELEASEの段階では)正しく?動作しませんでした。 traceroute がソースアドレスを決定しようとする際に VIMAGE Jail 内でエラーになる処理をするのが原因でした。 traceroute 時に毎回ソースアドレスを指定すれば問題なく動くのですが、新人研修用のテスト環境で traceroute が動かないとなると、それではちょっとアレです。
というわけで、当時ググりまくったら、この問題を改善するパッチが send-pr されていたため、 traceroute にパッチをあててコンパイルし直すと、普通に traceroute できるようになりました。このパッチですが、すでに -STABLE にも入っていると思いますので、 8.1-RELEASE 以降であれば問題は発生しないでしょう。
参考情報: kern/139454: [jail] traceroute does not work inside jail
http://www.freebsd.org/cgi/query-pr.cgi?pr=139454
netdemo# jexec vm1 traceroute vm6
traceroute to vm6 (10.0.60.2), 64 hops max, 40 byte packets
1 vm2 (10.0.10.2) 1.274 ms 0.294 ms 0.214 ms
2 vm6 (10.0.60.2) 1.919 ms 0.404 ms 0.438 ms
■ 一度 VIMAGE のことは忘れて……デモグラフィックをどうやって作るか
さて、ここまで動けばとりあえず最低限のデモはできるでしょう。でも、もっと視覚的に訴えるようなモノを作りたいと思っていたので、どうやって実現するかについて考え始めました。もちろん目標は nicter です。(まだ言うか
どうやってアニメーションさせるかを色々考えたのですが(Delphi + Canvasで描くとかDelphi + OpenGLで描くとか)、せいぜい30分も使わないであろうデモのためにあまり時間をかけるわけにはいきません。そこで、このデモを作ろうと思った頃に話題となっていた、 HTML5 Canvas を使ってお手軽に作ってみることにしました。
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)
…描けました。 nicter ほど格好良くないですが、上等です!さらに、出発点、中継点、終点を渡すとアニメーションを開始するための関数、定期的に画面を更新しアニメーションを進めるための関数も書いて、なんなく動き始めました。
■ VIMAGE と デモをどうやって連携させるか……? すみません、フェイクです
さて、ここまでできたら、あとはパケットの流れをもとにアニメーションにどう反映させるか、です。本当なら送信元ホスト、送信先ホストを調べて、ルーティングテーブルなどを解析して、どのようにルーティングするかをシミュレーションするべきでしょう。しかし、どうせ30分使うかどうかのデモにそこまでの時間をかけるのはちょっと厳しいので、tracerouteの出力を解析することにしました。 :p
vm1# cat /usr/sbin/traceroute
#!/bin/sh
export PATH=/usr/sbin/orig:$PATH
# mkdir -p /tmp/log
LOG=/tmp/log/traceroute_log.$$
traceroute $* | tee $LOG
/usr/sbin/traceroute を実はスクリプトにおきかえて、 traceroute された時にはその内容を同時に各 jail 環境の /tmp/log/traceroute_log.$$ に吐き出すようにしておきます。こうしておけば traceroute するたびにログファイルが生成されるので、それを親環境側の Perl プロセスが回収し、どこからどこに traceroute されたかを確認して、先の HTML 5 Canvas な JavaScript に食わせるデータを生成することにしました。
続いて ping コマンド。これは traceroute と違って途中の経路情報が表示されません。困った。
vm1# cat /sbin/ping
#!/bin/sh
export PATH=/usr/sbin/orig:$PATH
# mkdir -p /tmp/log
LOG=/tmp/log/traceroute_log.$$
( traceroute $* > $LOG ) &
ping $*
よし、これでOK (w /tmp/log/配下にログがどんどん溜まっていきます。さらに、誰の traceroute(ping) かは uid を見れば判断できそうです。この情報を使って、 ping/traceroute の実行者が誰なのかわかるようにします。
$ cd /tmp/log
$ ls -l
total 8
-rw-r--r-- 1 root wheel 0 Dec 29 00:54 traceroute_log.1436
-rw-r--r-- 1 root wheel 50 Dec 29 00:55 traceroute_log.1453
-rw-r--r-- 1 root wheel 50 Dec 29 00:58 traceroute_log.1458
-rw-r--r-- 1 root wheel 100 Dec 29 00:58 traceroute_log.1461
-rw-r--r-- 1 hasegaw wheel 100 Dec 29 01:36 traceroute_log.1584
Perl で作ったログ回収&出力デーモンには、パケットを発射する関数を叩く Javascript を生成させて、それを HTML 5 Canvas な Javascript が差分ダウンロードしてはひたすら eval するクソ仕様としました。本当なら JSON などを使うべきでしょうが。
■ 完成!
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)
実際の動作デモ
http://ysr.jp/~doggie/routedemo/
よし!完成です。あまり見た目とか良くないですが、新人に、このデモ環境に実際にログインしてもらい、思い思いのホストに ping したり traceroute したりしてもらいました。 HTML5 Canvas の Javascript は会場のスクリーンに投影し、誰がどこからどこへパケットを飛ばしているかがわかるようにセッティングして、しばらく遊んでもらいました。
また、これまでの流れのとおり routed が動いているので、途中で経路をダウンさせるとそのうちに違う経路にルーティングが変更されることも確認でき、動的ルーティングというものがどういうものなのかを新人に説明しました。
作業量的には、 VMware 上の FreeBSD を立ち上げるのに手こずったのと(構築環境とデモ環境で VMware のバージョンが違ってハマった)、 VIMAGE の traceroute まわりでハマったのと Javascript は普段書き慣れていないのとで、結局数日かかってしまったのですが、割と面白いおもちゃができたかなという感じです。
■ まとめ
さて、そんなわけで、 FreeBSD のネットワーク仮想化機能である VIMAGE の利用例として 、ひとつの FreeBSD で 9 台分のノードをたてて、 TCP/IP のルーティングをデモンストレーションした事例を紹介しました。あまり広く使われていない機能だと思いますが、このように FreeBSD の VIMAGE を利用すると、OSのインスタンスひとつで、ほぼ最小限のリソースだけでも、いろんなネットワークトポロジを再現できるようになっています。これを使って、いわゆる Virtual Router 的なものを作ってもよいでしょうし、色々と楽しめる機能です。
ただ、 8.0-RELEASE からリリースにはいったばかりの機能であることもあり、以下の点には注意が必要です。
- カーネルの再コンパイルが必要(GENERICカーネルではサポートされない)
- 一部コマンドが期待通りに動作しない可能性がある(今回であれば traceroute )
まだ私が気づかなかった問題点などもあるのでしょうか、VIMAGEの機能が今後どのように発展しているのかは興味深く思っており、今後とも注視していきたいと思って居ます。
最後に、
カーネル/VM Advent Calendar に誘ってくださった
@syuu1228 さん、ありがとうございました。おかげで久々に真面目にテキストを書いた気がします。
^^;