Mercurial > hg > Papers > 2010 > jsst-shinya
changeset 9:22ce0f379878
merge
author | Shinji KONO <kono@ie.u-ryukyu.ac.jp> |
---|---|
date | Fri, 27 Aug 2010 12:30:21 +0900 |
parents | 8ed65d68caba (current diff) 10ff440086e2 (diff) |
children | 2c85b017727f |
files | paper.pdf paper.tex |
diffstat | 5 files changed, 3178 insertions(+), 51 deletions(-) [+] |
line wrap: on
line diff
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/fig.graffle Fri Aug 27 12:30:21 2010 +0900 @@ -0,0 +1,816 @@ +<?xml version="1.0" encoding="UTF-8"?> +<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd"> +<plist version="1.0"> +<dict> + <key>ActiveLayerIndex</key> + <integer>0</integer> + <key>ApplicationVersion</key> + <array> + <string>com.omnigroup.OmniGraffle</string> + <string>129.18</string> + </array> + <key>AutoAdjust</key> + <false/> + <key>CanvasColor</key> + <dict> + <key>w</key> + <string>1</string> + </dict> + <key>CanvasOrigin</key> + <string>{0, 0}</string> + <key>CanvasScale</key> + <real>1</real> + <key>ColumnAlign</key> + <integer>1</integer> + <key>ColumnSpacing</key> + <real>36</real> + <key>CreationDate</key> + <string>2010-08-27 04:52:46 +0900</string> + <key>Creator</key> + <string>ryoma</string> + <key>DisplayScale</key> + <string>1 cm = 1 cm</string> + <key>FileType</key> + <string>flat</string> + <key>GraphDocumentVersion</key> + <integer>5</integer> + <key>GraphicsList</key> + <array> + <dict> + <key>Bounds</key> + <string>{{163.019, 135.064}, {48, 14}}</string> + <key>Class</key> + <string>ShapedGraphic</string> + <key>FitText</key> + <string>YES</string> + <key>FontInfo</key> + <dict> + <key>Color</key> + <dict> + <key>w</key> + <string>0</string> + </dict> + <key>Font</key> + <string>Helvetica-Oblique</string> + <key>Size</key> + <real>12</real> + </dict> + <key>ID</key> + <integer>20</integer> + <key>Line</key> + <dict> + <key>ID</key> + <integer>14</integer> + <key>Position</key> + <real>0.4258759617805481</real> + <key>RotationType</key> + <integer>0</integer> + </dict> + <key>Shape</key> + <string>Rectangle</string> + <key>Style</key> + <dict> + <key>shadow</key> + <dict> + <key>Draws</key> + <string>NO</string> + </dict> + <key>stroke</key> + <dict> + <key>Draws</key> + <string>NO</string> + </dict> + </dict> + <key>Text</key> + <dict> + <key>Text</key> + <string>{\rtf1\ansi\ansicpg1252\cocoartf949\cocoasubrtf540 +{\fonttbl\f0\fswiss\fcharset0 Helvetica;} +{\colortbl;\red255\green255\blue255;} +\pard\tx560\tx1120\tx1680\tx2240\tx2800\tx3360\tx3920\tx4480\tx5040\tx5600\tx6160\tx6720\qc\pardirnatural + +\f0\fs24 \cf0 llvm-py}</string> + </dict> + </dict> + <dict> + <key>Bounds</key> + <string>{{168.43, 259.967}, {34, 18}}</string> + <key>Class</key> + <string>ShapedGraphic</string> + <key>FitText</key> + <string>YES</string> + <key>FontInfo</key> + <dict> + <key>Color</key> + <dict> + <key>w</key> + <string>0</string> + </dict> + <key>Font</key> + <string>Helvetica-Oblique</string> + <key>Size</key> + <real>12</real> + </dict> + <key>ID</key> + <integer>19</integer> + <key>Line</key> + <dict> + <key>ID</key> + <integer>18</integer> + <key>Position</key> + <real>0.75643259286880493</real> + <key>RotationType</key> + <integer>0</integer> + </dict> + <key>Shape</key> + <string>Rectangle</string> + <key>Style</key> + <dict> + <key>shadow</key> + <dict> + <key>Draws</key> + <string>NO</string> + </dict> + <key>stroke</key> + <dict> + <key>Draws</key> + <string>NO</string> + </dict> + </dict> + <key>Text</key> + <dict> + <key>Text</key> + <string>{\rtf1\ansi\ansicpg1252\cocoartf949\cocoasubrtf540 +{\fonttbl\f0\fnil\fcharset128 HiraKakuProN-W3;} +{\colortbl;\red255\green255\blue255;} +\pard\tx560\tx1120\tx1680\tx2240\tx2800\tx3360\tx3920\tx4480\tx5040\tx5600\tx6160\tx6720\qc\pardirnatural + +\f0\fs24 \cf0 \'8e\'c0\'8d\'73}</string> + </dict> + </dict> + <dict> + <key>Class</key> + <string>LineGraphic</string> + <key>FontInfo</key> + <dict> + <key>Font</key> + <string>Helvetica</string> + <key>Size</key> + <real>12</real> + </dict> + <key>Head</key> + <dict> + <key>ID</key> + <integer>7</integer> + <key>Info</key> + <integer>1</integer> + </dict> + <key>ID</key> + <integer>18</integer> + <key>Points</key> + <array> + <string>{109.498, 165.715}</string> + <string>{132, 251.946}</string> + <string>{236.75, 276.559}</string> + </array> + <key>Style</key> + <dict> + <key>stroke</key> + <dict> + <key>HeadArrow</key> + <string>FilledArrow</string> + <key>LineType</key> + <integer>1</integer> + <key>TailArrow</key> + <string>0</string> + </dict> + </dict> + <key>Tail</key> + <dict> + <key>ID</key> + <integer>2</integer> + </dict> + </dict> + <dict> + <key>Class</key> + <string>LineGraphic</string> + <key>FontInfo</key> + <dict> + <key>Font</key> + <string>Helvetica</string> + <key>Size</key> + <real>12</real> + </dict> + <key>Head</key> + <dict> + <key>ID</key> + <integer>6</integer> + </dict> + <key>ID</key> + <integer>14</integer> + <key>Points</key> + <array> + <string>{150.5, 142.356}</string> + <string>{236.25, 141.671}</string> + </array> + <key>Style</key> + <dict> + <key>stroke</key> + <dict> + <key>HeadArrow</key> + <string>FilledArrow</string> + <key>LineType</key> + <integer>1</integer> + <key>TailArrow</key> + <string>0</string> + </dict> + </dict> + <key>Tail</key> + <dict> + <key>ID</key> + <integer>2</integer> + </dict> + </dict> + <dict> + <key>Bounds</key> + <string>{{244, 233.946}, {69, 18}}</string> + <key>Class</key> + <string>ShapedGraphic</string> + <key>FitText</key> + <string>YES</string> + <key>FontInfo</key> + <dict> + <key>Color</key> + <dict> + <key>w</key> + <string>0</string> + </dict> + <key>Font</key> + <string>Helvetica-Oblique</string> + <key>Size</key> + <real>12</real> + </dict> + <key>ID</key> + <integer>13</integer> + <key>Line</key> + <dict> + <key>ID</key> + <integer>11</integer> + <key>Position</key> + <real>0.5</real> + <key>RotationType</key> + <integer>0</integer> + </dict> + <key>Shape</key> + <string>Rectangle</string> + <key>Style</key> + <dict> + <key>shadow</key> + <dict> + <key>Draws</key> + <string>NO</string> + </dict> + <key>stroke</key> + <dict> + <key>Draws</key> + <string>NO</string> + </dict> + </dict> + <key>Text</key> + <dict> + <key>Text</key> + <string>{\rtf1\ansi\ansicpg1252\cocoartf949\cocoasubrtf540 +{\fonttbl\f0\fnil\fcharset128 HiraKakuProN-W3;} +{\colortbl;\red255\green255\blue255;} +\pard\tx560\tx1120\tx1680\tx2240\tx2800\tx3360\tx3920\tx4480\tx5040\tx5600\tx6160\tx6720\qc\pardirnatural + +\f0\fs24 \cf0 \'83\'52\'83\'93\'83\'70\'83\'43\'83\'8b}</string> + </dict> + </dict> + <dict> + <key>Bounds</key> + <string>{{243.5, 164.268}, {70, 18}}</string> + <key>Class</key> + <string>ShapedGraphic</string> + <key>FitText</key> + <string>YES</string> + <key>FontInfo</key> + <dict> + <key>Color</key> + <dict> + <key>w</key> + <string>0</string> + </dict> + <key>Font</key> + <string>Helvetica-Oblique</string> + <key>Size</key> + <real>12</real> + </dict> + <key>ID</key> + <integer>12</integer> + <key>Line</key> + <dict> + <key>ID</key> + <integer>10</integer> + <key>Position</key> + <real>0.45121949911117554</real> + <key>RotationType</key> + <integer>0</integer> + </dict> + <key>Shape</key> + <string>Rectangle</string> + <key>Style</key> + <dict> + <key>shadow</key> + <dict> + <key>Draws</key> + <string>NO</string> + </dict> + <key>stroke</key> + <dict> + <key>Draws</key> + <string>NO</string> + </dict> + </dict> + <key>Text</key> + <dict> + <key>Text</key> + <string>{\rtf1\ansi\ansicpg1252\cocoartf949\cocoasubrtf540 +{\fonttbl\f0\fnil\fcharset128 HiraKakuProN-W3;} +{\colortbl;\red255\green255\blue255;} +\pard\tx560\tx1120\tx1680\tx2240\tx2800\tx3360\tx3920\tx4480\tx5040\tx5600\tx6160\tx6720\qc\pardirnatural + +\f0\fs24 \cf0 \'83\'52\'81\'5b\'83\'68\'90\'b6\'90\'ac}</string> + </dict> + </dict> + <dict> + <key>Class</key> + <string>LineGraphic</string> + <key>FontInfo</key> + <dict> + <key>Font</key> + <string>Helvetica</string> + <key>Size</key> + <real>12</real> + </dict> + <key>Head</key> + <dict> + <key>ID</key> + <integer>7</integer> + </dict> + <key>ID</key> + <integer>11</integer> + <key>Points</key> + <array> + <string>{278.5, 222.167}</string> + <string>{278.5, 263.726}</string> + </array> + <key>Style</key> + <dict> + <key>stroke</key> + <dict> + <key>HeadArrow</key> + <string>FilledArrow</string> + <key>LineType</key> + <integer>1</integer> + <key>TailArrow</key> + <string>0</string> + </dict> + </dict> + <key>Tail</key> + <dict> + <key>ID</key> + <integer>3</integer> + </dict> + </dict> + <dict> + <key>Class</key> + <string>LineGraphic</string> + <key>FontInfo</key> + <dict> + <key>Font</key> + <string>Helvetica</string> + <key>Size</key> + <real>12</real> + </dict> + <key>Head</key> + <dict> + <key>ID</key> + <integer>3</integer> + </dict> + <key>ID</key> + <integer>10</integer> + <key>Points</key> + <array> + <string>{278.5, 154.167}</string> + <string>{278.5, 196.5}</string> + </array> + <key>Style</key> + <dict> + <key>stroke</key> + <dict> + <key>HeadArrow</key> + <string>FilledArrow</string> + <key>LineType</key> + <integer>1</integer> + <key>TailArrow</key> + <string>0</string> + </dict> + </dict> + <key>Tail</key> + <dict> + <key>ID</key> + <integer>6</integer> + </dict> + </dict> + <dict> + <key>Bounds</key> + <string>{{241.5, 85}, {74, 30}}</string> + <key>Class</key> + <string>ShapedGraphic</string> + <key>FitText</key> + <string>YES</string> + <key>Flow</key> + <string>Resize</string> + <key>FontInfo</key> + <dict> + <key>Font</key> + <string>Helvetica</string> + <key>Size</key> + <real>12</real> + </dict> + <key>ID</key> + <integer>9</integer> + <key>Shape</key> + <string>Rectangle</string> + <key>Style</key> + <dict> + <key>fill</key> + <dict> + <key>Draws</key> + <string>NO</string> + </dict> + <key>shadow</key> + <dict> + <key>Draws</key> + <string>NO</string> + </dict> + <key>stroke</key> + <dict> + <key>Draws</key> + <string>NO</string> + </dict> + </dict> + <key>Text</key> + <dict> + <key>Text</key> + <string>{\rtf1\ansi\ansicpg1252\cocoartf949\cocoasubrtf540 +{\fonttbl\f0\fswiss\fcharset0 Helvetica;} +{\colortbl;\red255\green255\blue255;} +\pard\tx560\tx1120\tx1680\tx2240\tx2800\tx3360\tx3920\tx4480\tx5040\tx5600\tx6160\tx6720\qc\pardirnatural + +\f0\fs50 \cf0 LLVM}</string> + </dict> + <key>Wrap</key> + <string>NO</string> + </dict> + <dict> + <key>Bounds</key> + <string>{{236.75, 264.226}, {83.5, 24.667}}</string> + <key>Class</key> + <string>ShapedGraphic</string> + <key>FontInfo</key> + <dict> + <key>Font</key> + <string>Helvetica</string> + <key>Size</key> + <real>12</real> + </dict> + <key>ID</key> + <integer>7</integer> + <key>Magnets</key> + <array> + <string>{-0.5, 0}</string> + <string>{2.38419e-07, -0.5}</string> + </array> + <key>Shape</key> + <string>Rectangle</string> + <key>Style</key> + <dict> + <key>shadow</key> + <dict> + <key>Draws</key> + <string>NO</string> + </dict> + </dict> + <key>Text</key> + <dict> + <key>Text</key> + <string>{\rtf1\ansi\ansicpg1252\cocoartf949\cocoasubrtf540 +{\fonttbl\f0\fnil\fcharset128 HiraKakuProN-W3;} +{\colortbl;\red255\green255\blue255;} +\pard\tx560\tx1120\tx1680\tx2240\tx2800\tx3360\tx3920\tx4480\tx5040\tx5600\tx6160\tx6720\qc\pardirnatural + +\f0\fs24 \cf0 \'8e\'c0\'8d\'73\'83\'6f\'83\'43\'83\'69\'83\'8a}</string> + </dict> + </dict> + <dict> + <key>Bounds</key> + <string>{{236.75, 129}, {83.5, 24.667}}</string> + <key>Class</key> + <string>ShapedGraphic</string> + <key>FontInfo</key> + <dict> + <key>Font</key> + <string>Helvetica</string> + <key>Size</key> + <real>12</real> + </dict> + <key>ID</key> + <integer>6</integer> + <key>Shape</key> + <string>Rectangle</string> + <key>Style</key> + <dict> + <key>shadow</key> + <dict> + <key>Draws</key> + <string>NO</string> + </dict> + </dict> + <key>Text</key> + <dict> + <key>Text</key> + <string>{\rtf1\ansi\ansicpg1252\cocoartf949\cocoasubrtf540 +{\fonttbl\f0\fswiss\fcharset0 Helvetica;} +{\colortbl;\red255\green255\blue255;} +\pard\tx560\tx1120\tx1680\tx2240\tx2800\tx3360\tx3920\tx4480\tx5040\tx5600\tx6160\tx6720\qc\pardirnatural + +\f0\fs24 \cf0 API}</string> + </dict> + </dict> + <dict> + <key>Bounds</key> + <string>{{236.75, 197}, {83.5, 24.667}}</string> + <key>Class</key> + <string>ShapedGraphic</string> + <key>FontInfo</key> + <dict> + <key>Font</key> + <string>Helvetica</string> + <key>Size</key> + <real>12</real> + </dict> + <key>ID</key> + <integer>3</integer> + <key>Shape</key> + <string>Rectangle</string> + <key>Style</key> + <dict> + <key>shadow</key> + <dict> + <key>Draws</key> + <string>NO</string> + </dict> + </dict> + <key>Text</key> + <dict> + <key>Text</key> + <string>{\rtf1\ansi\ansicpg1252\cocoartf949\cocoasubrtf540 +{\fonttbl\f0\fswiss\fcharset0 Helvetica;} +{\colortbl;\red255\green255\blue255;} +\pard\tx560\tx1120\tx1680\tx2240\tx2800\tx3360\tx3920\tx4480\tx5040\tx5600\tx6160\tx6720\qc\pardirnatural + +\f0\fs24 \cf0 LLVM-IR}</string> + </dict> + </dict> + <dict> + <key>Bounds</key> + <string>{{57, 120.231}, {93, 45}}</string> + <key>Class</key> + <string>ShapedGraphic</string> + <key>FontInfo</key> + <dict> + <key>Font</key> + <string>Helvetica</string> + <key>Size</key> + <real>12</real> + </dict> + <key>ID</key> + <integer>2</integer> + <key>Shape</key> + <string>Rectangle</string> + <key>Style</key> + <dict> + <key>shadow</key> + <dict> + <key>Draws</key> + <string>NO</string> + </dict> + </dict> + <key>Text</key> + <dict> + <key>Text</key> + <string>{\rtf1\ansi\ansicpg1252\cocoartf949\cocoasubrtf540 +{\fonttbl\f0\fswiss\fcharset0 Helvetica;} +{\colortbl;\red255\green255\blue255;} +\pard\tx560\tx1120\tx1680\tx2240\tx2800\tx3360\tx3920\tx4480\tx5040\tx5600\tx6160\tx6720\qc\pardirnatural + +\f0\fs46 \cf0 Python}</string> + </dict> + </dict> + <dict> + <key>Bounds</key> + <string>{{225, 74}, {107, 231}}</string> + <key>Class</key> + <string>ShapedGraphic</string> + <key>FontInfo</key> + <dict> + <key>Font</key> + <string>Helvetica</string> + <key>Size</key> + <real>12</real> + </dict> + <key>ID</key> + <integer>4</integer> + <key>Shape</key> + <string>Rectangle</string> + <key>Style</key> + <dict> + <key>shadow</key> + <dict> + <key>Draws</key> + <string>NO</string> + </dict> + </dict> + </dict> + </array> + <key>GridInfo</key> + <dict/> + <key>GuidesLocked</key> + <string>NO</string> + <key>GuidesVisible</key> + <string>YES</string> + <key>HPages</key> + <integer>1</integer> + <key>ImageCounter</key> + <integer>1</integer> + <key>IsPalette</key> + <string>NO</string> + <key>KeepToScale</key> + <false/> + <key>Layers</key> + <array> + <dict> + <key>Lock</key> + <string>NO</string> + <key>Name</key> + <string>Layer 1</string> + <key>Print</key> + <string>YES</string> + <key>View</key> + <string>YES</string> + </dict> + </array> + <key>LayoutInfo</key> + <dict/> + <key>LinksVisible</key> + <string>NO</string> + <key>MagnetsVisible</key> + <string>NO</string> + <key>MasterSheets</key> + <array> + <dict> + <key>ActiveLayerIndex</key> + <integer>0</integer> + <key>AutoAdjust</key> + <false/> + <key>CanvasColor</key> + <dict> + <key>w</key> + <string>1</string> + </dict> + <key>CanvasOrigin</key> + <string>{0, 0}</string> + <key>CanvasScale</key> + <real>1</real> + <key>ColumnAlign</key> + <integer>1</integer> + <key>ColumnSpacing</key> + <real>36</real> + <key>DisplayScale</key> + <string>1 cm = 1 cm</string> + <key>GraphicsList</key> + <array/> + <key>GridInfo</key> + <dict/> + <key>HPages</key> + <integer>1</integer> + <key>IsPalette</key> + <string>NO</string> + <key>KeepToScale</key> + <false/> + <key>Layers</key> + <array> + <dict> + <key>Lock</key> + <string>NO</string> + <key>Name</key> + <string>Layer 1</string> + <key>Print</key> + <string>YES</string> + <key>View</key> + <string>YES</string> + </dict> + </array> + <key>LayoutInfo</key> + <dict/> + <key>Orientation</key> + <integer>2</integer> + <key>RowAlign</key> + <integer>1</integer> + <key>RowSpacing</key> + <real>36</real> + <key>SheetTitle</key> + <string>Master 1</string> + <key>UniqueID</key> + <integer>1</integer> + <key>VPages</key> + <integer>1</integer> + </dict> + </array> + <key>ModificationDate</key> + <string>2010-08-27 05:20:48 +0900</string> + <key>Modifier</key> + <string>ryoma</string> + <key>NotesVisible</key> + <string>NO</string> + <key>Orientation</key> + <integer>2</integer> + <key>OriginVisible</key> + <string>NO</string> + <key>PageBreaks</key> + <string>YES</string> + <key>PrintInfo</key> + <dict> + <key>NSBottomMargin</key> + <array> + <string>coded</string> + <string>BAtzdHJlYW10eXBlZIHoA4QBQISEhAhOU051bWJlcgCEhAdOU1ZhbHVlAISECE5TT2JqZWN0AIWEASqEhAFklySG</string> + </array> + <key>NSLeftMargin</key> + <array> + <string>coded</string> + <string>BAtzdHJlYW10eXBlZIHoA4QBQISEhAhOU051bWJlcgCEhAdOU1ZhbHVlAISECE5TT2JqZWN0AIWEASqEhAFklySG</string> + </array> + <key>NSPaperSize</key> + <array> + <string>size</string> + <string>{595, 842}</string> + </array> + <key>NSRightMargin</key> + <array> + <string>coded</string> + <string>BAtzdHJlYW10eXBlZIHoA4QBQISEhAhOU051bWJlcgCEhAdOU1ZhbHVlAISECE5TT2JqZWN0AIWEASqEhAFklySG</string> + </array> + <key>NSTopMargin</key> + <array> + <string>coded</string> + <string>BAtzdHJlYW10eXBlZIHoA4QBQISEhAhOU051bWJlcgCEhAdOU1ZhbHVlAISECE5TT2JqZWN0AIWEASqEhAFklySG</string> + </array> + </dict> + <key>ReadOnly</key> + <string>NO</string> + <key>RowAlign</key> + <integer>1</integer> + <key>RowSpacing</key> + <real>36</real> + <key>SheetTitle</key> + <string>Canvas 1</string> + <key>SmartAlignmentGuidesActive</key> + <string>YES</string> + <key>SmartDistanceGuidesActive</key> + <string>NO</string> + <key>UniqueID</key> + <integer>1</integer> + <key>UseEntirePage</key> + <false/> + <key>VPages</key> + <integer>1</integer> + <key>WindowInfo</key> + <dict> + <key>CurrentSheet</key> + <integer>0</integer> + <key>DrawerTab</key> + <string>Outline</string> + <key>DrawerWidth</key> + <real>209</real> + <key>Frame</key> + <string>{{-660, -537}, {538, 746}}</string> + <key>VisibleRegion</key> + <string>{{0, 0}, {523, 632}}</string> + <key>Zoom</key> + <real>1</real> + </dict> +</dict> +</plist>
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/cg_mibiproc{pop pop/ImageDataSource{cg_biproc}def}bd + /cg_miaiproc{pop pop/ImageDataSource{cg_aiproc}def}bd +}{ + /ImageBandMask 0 def + /ImageBandData 0 def + /cg_mibiproc{ + string/ImageBandMask xs + string/ImageBandData xs + /ImageDataSource{[currentfile/RunLengthDecode filter dup ImageBandMask/readstring cvx + /pop cvx dup ImageBandData/readstring cvx/pop cvx]cvx bind}bd + }bd + /cg_miaiproc{ + string/ImageBandMask xs + string/ImageBandData xs + /ImageDataSource{[currentfile/ASCII85Decode filter/RunLengthDecode filter + dup ImageBandMask/readstring cvx + /pop cvx dup ImageBandData/readstring cvx/pop cvx]cvx bind}bd + }bd +}ifelse +/imsave 0 def +/BI{save/imsave xd mark}bd +/EI{imsave restore}bd +/ID{ +counttomark 2 idiv +dup 2 add +dict begin +{def} repeat +pop +/ImageType 1 def +/ImageMatrix[Width 0 0 Height neg 0 Height]def +currentdict dup/ImageMask known{ImageMask}{F}ifelse exch +L3?{ + dup/MaskedImage known + { + pop + << + /ImageType 3 + /InterleaveType 2 + /DataDict currentdict + /MaskDict + << /ImageType 1 + /Width Width + /Height Height + /ImageMatrix ImageMatrix + /BitsPerComponent 1 + /Decode [0 1] + currentdict/Interpolate known + {/Interpolate Interpolate}if + >> + >> + }if +}if +exch +{imagemask}{image}ifelse +end +}bd +/cguidfix{statusdict begin mark version end +{cvr}stopped{cleartomark 0}{exch pop}ifelse +2012 lt{dup findfont dup length dict begin +{1 index/FID ne 2 index/UniqueID ne and +{def} {pop pop} ifelse}forall +currentdict end definefont pop +}{pop}ifelse +}bd +/t_array 0 def +/t_i 0 def +/t_c 1 string def +/x_proc{ + exch t_array t_i get add exch moveto + /t_i t_i 1 add store +}bd +/y_proc{ + t_array t_i get add moveto + /t_i t_i 1 add store +}bd +/xy_proc{ + + t_array t_i 2 copy 1 add get 3 1 roll get + 4 -1 roll add 3 1 roll add moveto + /t_i t_i 2 add store +}bd +/sop 0 def +/cp_proc/x_proc ld +/base_charpath +{ + /t_array xs + /t_i 0 def + { + t_c 0 3 -1 roll put + currentpoint + t_c cply sop + cp_proc + }forall + /t_array 0 def +}bd +/sop/stroke ld +/nop{}def +/xsp/base_charpath ld +/ysp{/cp_proc/y_proc ld base_charpath/cp_proc/x_proc ld}bd +/xysp{/cp_proc/xy_proc ld base_charpath/cp_proc/x_proc ld}bd +/xmp{/sop/nop ld /cp_proc/x_proc ld base_charpath/sop/stroke ld}bd +/ymp{/sop/nop ld /cp_proc/y_proc ld base_charpath/sop/stroke ld}bd +/xymp{/sop/nop ld /cp_proc/xy_proc ld base_charpath/sop/stroke ld}bd +/refnt{ +findfont dup length dict copy dup +/Encoding 4 -1 roll put +definefont pop +}bd +/renmfont{ +findfont dup length dict copy definefont pop +}bd +L3? dup dup{save exch}if +/Range 0 def +/DataSource 0 def +/val 0 def +/nRange 0 def +/mulRange 0 def +/d0 0 def +/r0 0 def +/di 0 def +/ri 0 def +/a0 0 def +/a1 0 def +/r1 0 def +/r2 0 def +/dx 0 def +/Nsteps 0 def +/sh3tp 0 def +/ymax 0 def +/ymin 0 def +/xmax 0 def +/xmin 0 def +/setupFunEval +{ + begin + /nRange Range length 2 idiv store + /mulRange + + [ + 0 1 nRange 1 sub + { + 2 mul/nDim2 xd + Range nDim2 get + Range nDim2 1 add get + 1 index sub + + 255 div + exch + }for + ]store + end +}bd +/FunEval +{ + begin + + nRange mul /val xd + + 0 1 nRange 1 sub + { + dup 2 mul/nDim2 xd + val + add DataSource exch get + mulRange nDim2 get mul + mulRange nDim2 1 add get + add + }for + end +}bd +/max +{ + 2 copy lt + {exch pop}{pop}ifelse +}bd +/sh2 +{ + /Coords load aload pop + 3 index 3 index translate + + 3 -1 roll sub + 3 1 roll exch + sub + 2 copy + dup mul exch dup mul add sqrt + dup + scale + atan + + rotate + + /Function load setupFunEval + + + clippath {pathbbox}stopped {0 0 0 0}if newpath + /ymax xs + /xmax xs + /ymin xs + /xmin xs + currentdict/Extend known + { + /Extend load 0 get + { + 0/Function load FunEval sc + xmin ymin xmin abs ymax ymin sub rectfill + }if + }if + + /Nsteps/Function load/Size get 0 get 1 sub store + /dx 1 Nsteps div store + gsave + /di ymax ymin sub store + /Function load + + 0 1 Nsteps + { + 1 index FunEval sc + 0 ymin dx di rectfill + dx 0 translate + }for + pop + grestore + currentdict/Extend known + { + /Extend load 1 get + { + Nsteps/Function load FunEval sc + 1 ymin xmax 1 sub abs ymax ymin sub rectfill + }if + }if +}bd +/shp +{ + 4 copy + + dup 0 gt{ + 0 exch a1 a0 arc + }{ + pop 0 moveto + }ifelse + dup 0 gt{ + 0 exch a0 a1 arcn + }{ + pop 0 lineto + }ifelse + + fill + + dup 0 gt{ + 0 exch a0 a1 arc + }{ + pop 0 moveto + }ifelse + dup 0 gt{ + 0 exch a1 a0 arcn + }{ + pop 0 lineto + }ifelse + + fill +}bd +/calcmaxs +{ + + xmin dup mul ymin dup mul add sqrt + xmax dup mul ymin dup mul add sqrt + xmin dup mul ymax dup mul add sqrt + xmax dup mul ymax dup mul add sqrt + max max max +}bd +/sh3 +{ + /Coords load aload pop + 5 index 5 index translate + 3 -1 roll 6 -1 roll sub + 3 -1 roll 5 -1 roll sub + 2 copy dup mul exch dup mul add sqrt + /dx xs + 2 copy 0 ne exch 0 ne or + { + + exch atan rotate + }{ + pop pop + }ifelse + + /r2 xs + /r1 xs + /Function load + dup/Size get 0 get 1 sub + /Nsteps xs + setupFunEval + + + + + + dx r2 add r1 lt{ + + 0 + }{ + dx r1 add r2 le + { + 1 + }{ + r1 r2 eq + { + 2 + }{ + 3 + }ifelse + }ifelse + }ifelse + /sh3tp xs + clippath {pathbbox}stopped {0 0 0 0}if + newpath + /ymax xs + /xmax xs + /ymin xs + /xmin xs + + dx dup mul r2 r1 sub dup mul sub dup 0 gt + { + sqrt r2 r1 sub atan + /a0 exch 180 exch sub store + /a1 a0 neg store + }{ + pop + /a0 0 store + /a1 360 store + }ifelse + currentdict/Extend known + { + /Extend load 0 get r1 0 gt and + { + 0/Function load FunEval sc + + + + + { + { + dx 0 r1 360 0 arcn + xmin ymin moveto + xmax ymin lineto + xmax ymax lineto + xmin ymax lineto + xmin ymin lineto + eofill + } + { + r1 0 gt{0 0 r1 0 360 arc fill}if + } + { + + + + + 0 r1 xmin abs r1 add neg r1 shp + } + { + + + r2 r1 gt{ + + 0 r1 + r1 neg r2 r1 sub div dx mul + 0 + shp + }{ + + + + 0 r1 calcmaxs + dup + + r2 add dx mul dx r1 r2 sub sub div + neg + exch 1 index + abs exch sub + shp + }ifelse + } + }sh3tp get exec + }if + }if + + /d0 0 store + /r0 r1 store + /di dx Nsteps div store + /ri r2 r1 sub Nsteps div store + /Function load + 0 1 Nsteps + { + 1 index FunEval sc + d0 di add r0 ri add d0 r0 shp + { + + d0 0 r0 a1 a0 arc + d0 di add 0 r0 ri add a0 a1 arcn + fill + + + d0 0 r0 a0 a1 arc + d0 di add 0 r0 ri add a1 a0 arcn + fill + }pop + + + /d0 d0 di add store + /r0 r0 ri add store + }for + pop + + currentdict/Extend known + { + /Extend load 1 get r2 0 gt and + { + Nsteps/Function load FunEval sc + + + + + { + { + dx 0 r2 0 360 arc fill + } + { + dx 0 r2 360 0 arcn + xmin ymin moveto + xmax ymin lineto + xmax ymax lineto + xmin ymax lineto + xmin ymin lineto + eofill + } + { + + + xmax abs r1 add r1 dx r1 shp + } + { + + r2 r1 gt{ + + + + calcmaxs dup + + r1 add dx mul dx r2 r1 sub sub div + exch 1 index + exch sub + dx r2 + shp + }{ + + r1 neg r2 r1 sub div dx mul + 0 + dx + r2 + shp + }ifelse + } + } + sh3tp get exec + }if + }if +}bd +/sh +{ + begin + /ShadingType load dup dup 2 eq exch 3 eq or + { + gsave + newpath + /ColorSpace load scs + currentdict/BBox known + { + /BBox load aload pop + 2 index sub + 3 index + 3 -1 roll exch sub + exch rectclip + }if + 2 eq + {sh2}{sh3}ifelse + grestore + }{ + + pop + (DEBUG: shading type unimplemented\n)print flush + }ifelse + end +}bd +{restore}if not dup{save exch}if + L3?{ + /sh/shfill ld + /csq/clipsave ld + /csQ/cliprestore ld + }if +{restore}if +end +setpacking +%%EndFile +%%EndProlog +%%BeginSetup +%%EndSetup +%%Page: 1 1 +%%PageBoundingBox: 0 0 279 235 +%%BeginPageSetup +cg_md begin +bp +sdmtx +%RBIBeginFontSubset: Helvetica +%!FontType1-1.0: Helvetica 1.0000.0.0000 + 14 dict begin/FontName /Helvetica def + /PaintType 0 def + /Encoding 256 array 0 1 255{1 index exch/.notdef put}for + dup 33 /P put + dup 34 /y put + dup 35 /t put + dup 36 /h put + dup 37 /o put + dup 38 /n put + dup 39 /L put + dup 40 /V put + dup 41 /M put + dup 42 /hyphen put + dup 43 /I put + dup 44 /R put + dup 45 /A put + dup 46 /l put + dup 47 /v put + dup 48 /m put + dup 49 /p put + readonly def + 42/FontType resourcestatus{pop pop false}{true}ifelse + %APLsfntBegin + {currentfile 0(%APLsfntEnd\n)/SubFileDecode filter flushfile}if + /FontType 42 def + /FontMatrix matrix def + /FontBBox[2048 -1947 1 index div -985 2 index div 2961 3 index div 2297 5 -1 roll div]cvx def + /sfnts [< + 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--- a/paper.tex Tue Aug 17 16:44:16 2010 +0900 +++ b/paper.tex Fri Aug 27 12:30:21 2010 +0900 @@ -34,19 +34,17 @@ \begin{document} % 論文のタイトル -\title{実行時コンパイルを用いた正規表現検査器の実装} +\title{動的なコード生成を用いた正規表現評価器の実装} % 著者 % 和文論文の場合,姓と名の間には半角スペースを入れ, % 複数の著者の間は全角スペースで区切る % -\author{新屋 良磨\and - 河野 真治 - +\author{新屋 良磨, \space\space 河野 真治 % % ここにタイトル英訳 (英文の場合は和訳) を書く. % -\ejtitle{Implementation of Regular Expression Checker with Just-In-Time Compilation. } +\ejtitle{Implementation of Regular Expression Engine with Dynamic Code Generation.} % % ここに著者英文表記 (英文の場合は和文表記) および % 所属 (和文および英文) を書く. @@ -59,7 +57,7 @@ \shutten % % 受付年月日,記事カテゴリなどは自動的に生成される. -\uketsuke{2010}{8}{27} +\uketsuke{2010}{8}{25} % % その他,脚注に入れるものがあれば,\note に記述する. %\note{脚注に入れる内容} @@ -67,7 +65,6 @@ % % 和文アブストラクト -% 和文アブストラクト \Jabstract{% 当研究室では, Concinuation based C (CbC)という, 状態遷移記述に適した C の下位 言語を提案している. CbC は ステートメントより大きく, 関数よりも小さな @@ -83,22 +80,18 @@ \maketitle \section{はじめに} -近年, 実行時コンパイルによる高速化(Just-in-Time Compile)が様々 -なプログラムで用いられている. これらは, コンパイラ理論の発展により -実行時コンパイルにかかるオーバーヘッドよりも, コンパイルによって得られる -機械語レベルのプログラムの実行速度が上回る場合において有効であり, たとえ -ば Java の HotSpot や Python の PyPy など, 仮想マシンを持つ言語処理系の -最適化技術として利用されている. +コンパイラ理論の発展と共に, コンパイルにかかる時間はより短く, また得られ +るプログラムはアセンブラレベルで最適化が施され, より高速になってきている. -実行時コンパイルが可能な対象として, 正規表現検査器に着目した. -現在, 正規表現の検査器は, プログラミング言語の組み込み機能やライブラリ等, -さまざまな実装が存在するが, それらの殆どは仮想マシン方式を採用している\cite{R2}. +完全に静的なコンパイルが可能な対象として, 正規表現評価器に着目した. +現在,正規表現の評価器は, プログラミング言語の組み込み機能やライブラリ等, +さまざまな実装が存在するが, それらの殆どは仮想マシン方式を採用している\cite{R2}. 仮想マシンを採用いた実装でも, 正規表現を内部表現に変換する処理を行ってお -り, それらを ``コンパイル'' と呼ぶことが多い. 本研究で実装した検査器の -``実行時コンパイル''とは, 正規表現を内部形式に変換することではなく, 正規 -表現 から実行バイナリを生成することを指す(\ref{subsection:compile}節). 本研究では, 実行バイナリの生 -成にはコンパイラ基盤であるLLVM, GCC を用いており, 検査器全体の実装として -はPythonで実装した. CbC は gcc 4. 5 上の実装(\ref{cbc-gcc}) を用いた. +り, それらを ``コンパイル'' と呼ぶことが多い.本研究で実装した評価器の +``コンパイル''とは, 正規表現を内部形式に変換することではなく, 正規 +表現 から実行バイナリーを生成することを指す(\ref{subsection:compile}節). +本研究では, 実行バイナリーの生成にはコンパイラ基盤であるLLVM, GCC を用い +ており,評価器全体の実装としてはPythonで実装した. 本論文では, まず正規表現のコンパイル方法について説明し, 実装した検査器の 性能調査のために, 正規表現を用いてテキストマッチ処理を行う grep と同等の @@ -250,17 +243,19 @@ この方法によって得られたDFA $D$はNFA $E$と同等の言語を認識し, またNFAの 元となる正規表現と同等である. -\subsubsection{DFAから実行バイナリの生成}\label{subsection:compile} -DFAからの実行バイナリ生成には, 2種類の実装を行った. +\subsection{DFAから実行バイナリの生成}\label{subsection:compile} +DFAからの実行バイナリ生成には, 3種類の実装を行った. \begin{enumerate} -\item DFA $\rightarrow$ Continuous based C $\rightarrow$ gccによるコンパイル -\item DFA $\rightarrow$ LLVM-API $\rightarrow$ LLVMによるコンパイル +\item DFA $\rightarrow$ Continuous based C $\rightarrow$ gccによるコンパ + イル +\item DFA $\rightarrow$ C $\rightarrow$ gccによるコンパイル +\item DFA $\rightarrow$ LLVM中間表現 $\rightarrow$ LLVMによるコンパイル \end{enumerate} % -以下, Continuous based C, LLVMそれ自身の説明と, それを利用したDFAからの -実行バイナリ生成の方法を説明する. +以下, Continuous based C, LLVMの説明と, それを利用したDFAからの +実行バイナリ生成の方法を説明する. \subsubsection{Continous based C} Continous based C(以下CbC)は, . . . @@ -307,48 +302,205 @@ DFAの遷移とは直接関係のない引数(ファイル名やバッファへのポインタ等) が目 立が, CbCでは環境をコードセグメント間で引数として明示的に持ち運ぶ軽量継 続を基盤としたプログラミングスタイルが望ましい. 今回コンパイラによって生 -成したCbCソースコードでは, 大域変数は持たず, 必要な変数は全て引数に載せて -いる. -CbCのstate\_1, state\_0から呼ばれているaccept, rejectはそれぞれ受理状れ受 -理と非受理を表す. accept ではテキスト行を出力して次の行へ, rejectでは次 -の文字へと処理を移すコードセグメントへ継続を行う. +成したCbCソースコードでは,大域変数は持たず,必要な変数は全て引数に載せて +いる. +CbCのstate\_1, state\_0から呼ばれているaccept, rejectはそれぞれ受理と非 +受理を表す. accept ではテキスト行を出力して次の行へ, rejectでは次 +の文字へと処理を移すコードセグメントへ継続を行う. 生成したCbCソースコードを, GCC上に実装したCbCコンパイラによってコンパイルす ることで実行バイナリを得る. +\subsubsection{C} +Cによる実装では, CbCのコードセグメントに代わり関数を用いてDFAを実装した. +DFAによる遷移を関数呼び出しで行っているため,実行時のスタックの使用領域や,ス +タック操作によるオーバーヘッドが予想される. + \subsubsection{LLVM} -LLVM(Low Level Virtual Machine) は +LLVM(Low Level Virtual Machine) は, さまざまなコード最適化/分析機能を備 +えた, モジュール単位で利用可能なコンパイラ基盤である\cite{L}. + +CbC/Cによる実装では,DFAからCbC/Cのソースコードに変換し,GCCによってコンパ +イルを行っている. LLVMによる実装では, LLVMの中間表現であるLLVM-IRを,提供 +されているAPIを用いて直接操作を行い, コンパイルを経て実行バイナリを得る. +PythonからLLVM APIの利用は, LLVM APIのPythonラッパーであるllvm-pyを使用した. + +\begin{figure}[t] +\begin{center} +\scalebox{0.60}{\includegraphics{fig7.eps}} +\caption{LLVMを用いた実装} +\label{figure:llvm-impl} +\end{center} +\end{figure} + +LLVMによる実装でも, Cによる実装と同様に,DFAの状態遷移をswitch文と関数呼 +び出しによって表現している. + +\newpage + +\section{評価} +\subsection{CbC/C/LLVM - 三つの実装の比較} +本実験で実装した正規表現評価器のCbC/C/LLVMによる三つの実装に対して, +コンパイル時間及びマッチングにかかる時間の比較を行った. + +{\bf コンパイル時間} +n個の単語を正規表現のOR演算で繋げたパターンに対し, 各実装のコンパイル時 +間の比較を行った. + +{\bf マッチング時間} +... +本実験で実装した正規表現評価器を用いて grep に相当するプログラムを実装し, +実際にテキストファイルからのパターンマッチを行い, それぞれの評価を行った. -\section{比較} + \\ + \\ + \\ + \\ + \\ + \\ + \\ + \\ + \\ + \\ + \\ + \\ + \\ + \\ + \\ + +\subsection{grepとの比較} +... +実験環境及びテキストファイルとして +\begin{itemize} +\item CPU : Core i7 950 @3.0GHz +\item Memory : 16GB +\item Text : Wikipedia 日本語版全記事\\ (XML, UTF-8, 4.7GB, 8000万行) +\end{itemize} +を用いた. 表\ref{table:benchmark2}に結果を示す. + +\begin{table}[h] +\caption{ベンチマーク:grep} +\label{table:benchmark2} +\begin{tabular}[t]{|l||l|l|l|} +\hline +テストケース & fixed-string & simple-regex & complex-regex \\ +\hline +本実装 & 13.90[s] & 15.45 & 14.83[s] \\ +コンパイル時間 & 0.15[s] & 0.17[s] & 0.23[s]\\ +\hline +GNU grep 2.6.3 & 2.93[s] & 5.65[s] & 16.86[s] \\ +\hline +GNU grep 2.5.4 & 2.96[s] & 6.37[s] & 188.51[s] \\ +\hline +\end{tabular} +\end{table} -C, CbC, LLVM の記述の比較をここに書く +以下に, それぞれのテストケースのパターン, grepにマッチした行数, +および考察を記す. なお,ここで扱う正規表現の ``複雑さ''とは, DFAに +変換した時点の状態数, 遷移規則の多さを基準としている. + +\begin{description} +\item[fixed-string]固定文字列によるマッチング\\ +パターン : ``$Wikipedia$''\\ +マッチ行数: 348936行\\ +GNU grep では, 与えられたパターン内に, 確実に含まれる文字列(固定文字列) +が存在する場合は, Boyer-Moore法 等の高速な文字列探索アルゴリズムを用いて +フィルタをかけることで, DFAによるマッチングを減らし,高速化している. 本実 +装の grep では, そのようなフィルタリングは施しておらず, どのようなパター +ンにたいしても先に述べたDFAベースのマッチングを行う. fixed-stringのテス +トケースではその差が出ている. + +\item[simple-regex]単純な正規表現でのマッチング\\ +パターン : ``\verb|^\*+ \[\[|''\\ +マッチ行数: 3439028行\\ +このパターンは行頭から'*'の1回以上の繰り返しの後に文字列 ``\verb| \[\]|'' +が続く行にマッチする(Wikipediaにおける ``関連項目''). このパターンにも, 確実に含まれる文字列が存在するの +で, GNU grep ではBoyer-Moore法でフィルタリングを行った後マッチングを行う +ことで本実装と比べて高速な結果となっている. + +\item[complex-regex]複雑な正規表現でのマッチング\\ +パターン :``$(Python|Perl|Pascall|Prolog|\\ +PHP|Ruby|Haskell|Lisp|Scheme)$''\\ +マッチ行数: 1503行\\ +このパターンは,9個の単語をORで並べたもので,確実に含まれる文字列は存在せ +ず,先の二つに比べてGNU grep は遅い結果となっている. + +GNU grep 2.5.4 は188秒と, 本実装及びGNU grep 2.6.3に対して非常に遅い結 +果となっているが, これは後述する mbrtowc(3) によるマルチバイト文字の変換 +処理によるオーバーヘッドによるものである. +\end{description} + +3つのテストケースの結果を見てみると, 本実装はそれぞれ実行時間にあまり差 +がなく, またコンパイル時間はマッチングにかかる時間と比べて無視できるなっ +ている. また, complex-regexのテストケースではGNU grepよりも高速な結果が +出ており, 本実装は(フィルタリングを用いない)純粋なDFAマッチングにおいて +パターンに比べて検索対テキストファイルが十分に大きな場合の検索にコンパイ +ルの効果が発揮されていることが分かる. - 記述 - デバッグ - 速度 +\subsection{特徴} +本実験によって実装された正規表現評価器の特徴を, GNU grep との比較をはさ +みながら説明する. + +{\bf 正規表現からの動的なコード生成}\\ +本実装による一番の特徴として, 正規表現から変換を行うことで得られる等価な +DFAを, C/CbC/LLVM に変換しコンパイルすることで正規表現に応じた実行バイナ +リを生成することが挙げられる. またコンパイラ理論におけるさまざまな最適化 +が期待される. +grepによる検索のような, 与えられるパターン(正規表現)に対してマッチ対象の +テキストファイルが十分に大きい場合, 正規表現のコンパイルにかかる時間はマッ +チングにかかる時間によって隠される. + +GNU grep では, 本実装と同様にDFAベースのマッチングを行うが, DFAの各状態 +は構造体よって表され, 状態遷移は各状態毎に保持している遷移先ポインタによ +る配列を,1Byte単位でテーブルルックアップを行うことで実装されている. + +{\bf UTF-8対応}\\ +本実装は, マルチバイト文字の代表的な符号化方式であるUTF-8に対応しており, +正規表現の演算は1Byte単位ではなく,1文字単位で適用される. +マルチバイト文字を含む正規表現のサンプルとして, ``(あ$|$い)*う''をDFAに +変換した図\ref{figure:multibyte-dfasample}を載せる. 図における +\verb|'\x'|に始まる文字は16進数表記で, \verb|'\x82'|は16進数82を表す. +GNU grep 2.5.x では, マルチバイト文字に対応しているものの, プログラム内 +部でlibc mbrtowc(3)を用いて固定サイズであるワイド文字に変換して処理を行っ +ており, テストケース complex-regex ではそのオーバーヘッドが顕著に現れて +いる. +2010年3月にリリースされた GNU grep 2.6 から, UTF-8に対して本実装と同様に +内部的に対応することで, mbrtowc(3)による変換コストが無くなっている. +\begin{figure*}[H] +\begin{center} +\scalebox{0.80}{\includegraphics{fig6.eps}} +\caption{正規表現``(あ$|$い)*う''に対応するDFA} +\label{figure:multibyte-dfamaple} +\end{center} +\end{figure*} + +{\bf 柔軟な実装}\\ +本実験で実装した正規表現評価器は, Pythonによって実装されており,全体 +で3000行程度の軽量なプログラムとなっている. 比較対象のGNU grep は, +C言語によって実装されており, プログラム全体は10000行を超える. + +さらに,本実装から動的に生成されるコードも,コードセグメント/関数とswitch +を基準としたシンプルな記述で高い可読性を持ちつつ, 細かい最適化をGCC/LLVMの最適 +化技術を利用することで実行速度も非常に高速なものとなっていることが実験結 +果から分かる. \section{まとめと今後の課題} - -%% jbibtex 使わないの? +本実験では, 正規表現をコードセグメント/関数による状態遷移を行うコードに +変換し, GNU grep との比較を行い良好な結果を得た. -\begin{adjustvboxheight} % needed only when Appendix follows -\begin{thebibliography}{99} -\bibitem{R1} Cox, R : Regular Expression Matching Can Be Simple And - Fast, 2007 +\bibitem{U} Hopcroft, J, E. Motowani, R. Ullman, J : オートマトン言 + 語理論計算論I (第二版), pp.~39--90. -\bibitem{R2} Cox, R : Regular Expression Matching: the Virtual Machine - Approach, 2009 - -\bibitem{R3} Cox, R : Regular Expression Matching in the Wild, 2010 - -\bibitem{U} Hopcroft, J, E. Motowani, R. Ullman, J. : オートマトン言語理論計算論I (第二版), pp. ~39--90. +\bibitem{L} Lattner, Chris. Adve, Vikram : The LLVM Compiler Framework + and Infrastructure, 2004 \bibitem{K} Thompson, K : Regular Expression Search Algorithm, 1968 \bibitem{H} 長谷川 勇 : 国際正規表現ライブラリの開発 -\bibitem{Y} 与儀 健人 : 組込み向け言語Continuation based CのGCC上の実装, 2010 +\bibitem{Y} 与儀 健人 : 組込み向け言語Continuation based CのGCC上の実装, + 2010 \end{thebibliography} \end{adjustvboxheight} % needed only when Appendix follows