먼저 https://github.com/project-violet/htext-miner-12/tree/master/result https://github.com/project-violet/htext-miner-new-1/tree/master/result 등 처럼 원천 데이터를 수집한다. 그 다음 https://github.com/project-violet/violet-message-search/blob/master/hcache/Program.cs 를 이용하여 result를 검색가능한 파일 형태로 캐싱한다.
2088163.txt
2088163
30
[([[767, 67], [829, 67], [829, 87], [767, 87]], '8 { 섬', 0.05417006704547924), ([[769, 85], [829, 85], [829, 105], [769, 105]], '슈 / *', 0.043849204083345285), ([[62, 66], [86, 66], [86, 144], [62, 144]], '꼴', 0.06176542054382694), ([[83, 91], [1313, 91], [1313, 203], [83, 203]], '의부두나가 예로수영복으로 고서온다', 0.29844328799736436), ([[67, 159], [83, 159], [83, 231], [67, 231]], '{', 0.9126596498071571), ([[787, 189], [807, 189], [807, 231], [787, 231]], '숲', 0.0962153167989479), ([[764, 190], [788, 190], [788, 334], [764, 334]], '?', 0.07617063329040352), ([[455, 591], [475, 591], [475, 659], [455, 659]], '아', 0.013324782655752765), ([[317, 615], [335, 615], [335, 703], [317, 703]], ';', 0.49532541071005554), ([[459, 673], [475, 673], [475, 727], [459, 727]], '중', 0.6542390782978238), ([[686, 642], [710, 642], [710, 746], [686, 746]], '_', 0.007752276443057093), ([[295, 699], [337, 699], [337, 775], [295, 775]], '온중', 0.03483246276993851), ([[662, 644], [686, 644], [686, 842], [662, 842]], '{', 0.11647135587094315), ([[21, 773], [41, 773], [41, 885], [21, 885]], '}', 0.253099932080886), ([[668, 840], [686, 840], [686, 921], [668, 921]], '3', 0.38228916645843825), ([[789, 1097], [841, 1097], [841, 1117], [789, 1117]], '속 품', 0.5807721746219315), ([[415, 1157], [451, 1157], [451, 1175], [415, 1175]], '6 군', 0.21888339519500732), ([[805, 1113], [845, 1113], [845, 1177], [805, 1177]], '청%', 0.001938355227620283), ([[165, 1164], [270, 1164], [270, 1195], [165, 1195]], '관-', 0.0002765155591466142), ([[417, 1173], [433, 1173], [433, 1219], [417, 1219]], '{', 0.2883267519032451), ([[453, 1159], [469, 1159], [469, 1189], [453, 1189]], ';', 0.051828404054937716), ([[789, 1115], [807, 1115], [807, 1233], [789, 1233]], '[', 0.008329153424109725), ([[56, 1188], [88, 1188], [88, 1234], [56, 1234]], '영', 0.012153090315237591), ([[435, 1173], [451, 1173], [451, 1249], [435, 1249]], '"', 0.04811857812896947), ([[453, 1187], [469, 1187], [469, 1221], [453, 1221]], '초', 0.07891728484408222), ([[805, 1184], [826, 1184], [826, 1233], [805, 1233]], '!', 0.18300519017504158), ([[294.3859944401545, 612.0965827644789], [309.54944225579476, 610.0769521047183], [315.6140055598455, 646.9034172355211], [299.45055774420524, 648.9230478952817]], '$', 0.029658416748354677), ([[823.3053712883528, 1172.1245024785526], [839.7219882051154, 1170.1348638034517], [843.6946287116472, 1202.8754975214474], [826.2780117948846, 1204.8651361965483]], '속', 0.10078779645383751), ([[94.23034215711596, 1206.0747450012914], [194.96790300189897, 1228.494286872307], [185.76965784288404, 1264.9252549987086], [85.03209699810101, 1242.505713127693]], '@스형', 0.09117446555488207)]
[([[482, 48], [508, 48], [508, 159], [482, 159]], '콩', 0.021016996436193702), ([[1084, 486], [1110, 486], [1110, 512], [1084, 512]], '오', 0.9999978542339392), ([[1064, 512], [1136, 512], [1136, 544], [1064, 544]], '켜이타', 0.20726353542084047), ([[398, 532], [444, 532], [444, 558], [398, 558]], '오늘', 0.6815568208694458), ([[1076, 542], [1124, 542], [1124, 572], [1076, 572]], '어서', 0.9998266122682243), ([[386, 560], [456, 560], [456, 588], [386, 588]], '아빠도', 0.9991349822368121), ([[1078, 572], [1118, 572], [1118, 598], [1078, 598]], '와~', 0.9997379409543079), ([[388, 588], [456, 588], [456, 618], [388, 618]], '엄마도', 0.9992904426713531), ([[174, 614], [206, 614], [206, 642], [174, 642]], '아;', 0.3862773741259916), ([[386, 618], [456, 618], [456, 648], [386, 648]], '늦는대', 0.8056041119969888), ([[522, 622], [570, 622], [570, 652], [522, 652]], '다녀', 0.9999028950419884), ([[162, 644], [222, 644], [222, 672], [162, 672]], '그래?', 0.9999823118634976), ([[522, 652], [572, 652], [572, 682], [522, 682]], '맞어', 0.13265158480875497), ([[510, 682], [584, 682], [584, 710], [510, 710]], '아스카', 0.9989963850068468), ([[522, 710], [572, 710], [572, 740], [522, 740]], '누나', 0.9991488240933472), ([[74, 890], [166, 890], [166, 920], [74, 920]], '저녁밥도', 0.9991801977157593), ([[84, 920], [156, 920], [156, 950], [84, 950]], '둘이서', 0.9852521978187194), ([[84, 948], [154, 948], [154, 978], [84, 978]], '적당히', 0.9998382617912261), ([[67, 978], [173, 978], [173, 1008], [67, 1008]], '먹으랜다 ~', 0.9042505535709842), ([[272, 1350], [344, 1350], [344, 1380], [272, 1380]], '아스카', 0.9987991602222165), ([[274, 1380], [342, 1380], [342, 1410], [274, 1410]], '누나랑', 0.9156327305688464), ([[274, 1408], [328, 1408], [328, 1438], [274, 1438]], '둘 뿐', 0.9513559341430664), ([[274, 1436], [336, 1436], [336, 1466], [274, 1466]], '인가 -', 0.3705149292945862)]
[([[1058, 90], [1132, 90], [1132, 120], [1058, 120]], '아스카', 0.9992979439429276), ([[1060, 120], [1130, 120], [1130, 150], [1060, 150]], '누나는', 0.7665197048402035), ([[448, 140], [514, 140], [514, 168], [448, 168]], '그리고', 0.9999983481878129), ([[1058, 148], [1130, 148], [1130, 178], [1058, 178]], '2년 전', 0.9973697630078877), ([[448, 170], [514, 170], [514, 200], [448, 200]], '엉뚱한', 0.6593126534861343), ([[1060, 178], [1160, 178], [1160, 208], [1060, 208]], '내 친부와', 0.8678272363038676), ([[448, 198], [496, 198], [496, 230], [448, 230]], '일로', 0.421710827382673), ([[1058, 206], [1130, 206], [1130, 238], [1058, 238]], '재혼한', 0.9649360021921084), ([[1060, 236], [1110, 236], [1110, 266], [1060, 266]], '의봇', 0.3086055799898269), ([[1060, 264], [1150, 264], [1150, 296], [1060, 296]], '어머니의', 0.9999481439590454), ([[1058, 292], [1114, 292], [1114, 324], [1058, 324]], '딸로,', 0.8558287813150316), ([[1058, 322], [1114, 322], [1114, 352], [1058, 352]], '즉 내', 0.9976810216903687), ([[1060, 352], [1110, 352], [1110, 382], [1060, 382]], '의봇', 0.2644896020933665), ([[1060, 380], [1132, 380], [1132, 412], [1060, 412]], '누나다', 0.9997596651697747), ([[590, 408], [660, 408], [660, 440], [590, 440]], '여성에', 0.9786887738134608), ([[590, 438], [682, 438], [682, 470], [590, 470]], '낯설없면', 0.08354604244232178), ([[590, 466], [688, 466], [688, 498], [590, 498]], '난 처음은', 0.9973233373096853), ([[590, 496], [696, 496], [696, 526], [590, 526]], '좀 겁 먹고', 0.9928644311112503), ([[590, 524], [684, 524], [684, 556], [590, 556]], '있없지만', 0.5056362152099609), ([[590, 554], [640, 554], [640, 584], [590, 584]], '금방', 0.999946811091495), ([[590, 582], [684, 582], [684, 614], [590, 614]], '친해적다', 0.2517029643058777), ([[444, 666], [476, 666], [476, 694], [444, 694]], '화', 0.2090842117113425), ([[18, 682], [112, 682], [112, 712], [18, 712]], '사과라긴', 0.9971261620521545), ([[424, 694], [494, 694], [494, 724], [424, 724]], '버려서', 0.9995176863738503), ([[20, 712], [112, 712], [112, 742], [20, 742]], '뭐하지만', 0.9636051058769226), ([[434, 724], [486, 724], [486, 752], [434, 752]], '미안', 0.9996947861671837), ([[440, 752], [480, 752], [480, 780], [440, 780]], '해?', 0.9987210828121604), ([[1064, 1020], [1132, 1020], [1132, 1052], [1064, 1052]], '우리논', 0.5260744904541089), ([[1062, 1050], [1112, 1050], [1112, 1080], [1062, 1080]], '육체', 0.9999325657083509), ([[1062, 1080], [1132, 1080], [1132, 1110], [1062, 1110]], '관계록', 0.32835304119440506), ([[1062, 1108], [1112, 1108], [1112, 1138], [1062, 1138]], '갖게', 0.9710768758338985), ([[1062, 1138], [1134, 1138], [1134, 1168], [1062, 1168]], '되없다', 0.4443126715395164)]
[([[1080, 92], [1156, 92], [1156, 122], [1080, 122]], '그 뒤도', 0.9993935008046358), ([[1080, 120], [1126, 120], [1126, 150], [1080, 150]], '부모', 0.9999588649236593), ([[1080, 148], [1126, 148], [1126, 180], [1080, 180]], '넘의', 0.5769764251771968), ([[1080, 178], [1128, 178], [1128, 210], [1080, 210]], '눈올', 0.723841557603868), ([[1100, 206], [1150, 206], [1150, 238], [1100, 238]], '해선', 0.990680615185719), ([[1106, 236], [1132, 236], [1132, 266], [1106, 266]], '번', 0.9996139183830941), ([[1076, 204], [1130, 204], [1130, 326], [1076, 326]], '약', 0.015390210082564748), ([[1077, 321], [1151, 321], [1151, 357], [1077, 357]], '햇지만', 0.9940993795563606), ([[604, 1010], [696, 1010], [696, 1042], [604, 1042]], '부모님께', 0.9662414789199829), ([[604, 1040], [702, 1040], [702, 1072], [604, 1072]], '들키는 걸', 0.24549424453998375), ([[604, 1068], [698, 1068], [698, 1100], [604, 1100]], '두려워한', 0.885619044303894), ([[603, 1097], [704, 1097], [704, 1130], [603, 1130]], '난 어느덧', 0.9934883047373715), ([[604, 1128], [676, 1128], [676, 1158], [604, 1158]], '누나와', 0.9961146423499792), ([[604, 1156], [674, 1156], [674, 1186], [604, 1186]], '거리흘', 0.0745518529774156), ([[603, 1183], [705, 1183], [705, 1219], [603, 1219]], '두게 맺다', 0.31568475093518933)]
[([[1104, 72], [1152, 72], [1152, 102], [1104, 102]], '저녁', 0.9999499299111206), ([[380, 86], [436, 86], [436, 116], [380, 116]], '몇 개', 0.9981295466423035), ([[514, 88], [562, 88], [562, 118], [514, 118]], '들어', 0.9998440602219226), ([[1104, 100], [1156, 100], [1156, 132], [1104, 132]], '밥 뒤', 0.9972440600395203), ([[372, 114], [442, 114], [442, 146], [372, 146]], '수영복', 0.9996441805675529), ([[514, 116], [562, 116], [562, 146], [514, 146]], '갈게', 0.8017850293690579), ([[382, 144], [432, 144], [432, 172], [382, 172]], '사서', 0.9995122272255725), ([[110, 176], [148, 176], [148, 200], [110, 200]], '오~', 0.9997145934724365), ([[376, 172], [438, 172], [438, 204], [376, 204]], '말야~', 0.9938709259210997), ([[106, 204], [156, 204], [156, 234], [106, 234]], '좋아', 0.999727152206375), ([[382, 202], [434, 202], [434, 232], [382, 232]], '잠깐', 0.9999821297829987), ([[368, 230], [446, 230], [446, 260], [368, 260]], '뵈 주지', 0.5442617431262189), ([[366, 260], [448, 260], [448, 292], [366, 292]], '않울래?', 0.858607292175293), ([[1064, 592], [1132, 592], [1132, 622], [1064, 622]], '우선은', 0.9991321607183614), ([[104, 612], [170, 612], [170, 640], [104, 640]], '야 야', 0.8066944400752187), ([[412, 622], [460, 622], [460, 652], [412, 652]], '그럼', 0.999802758446846), ([[642, 608], [666, 608], [666, 638], [642, 638]], '응', 0.9989353869176263), ([[1060, 622], [1132, 622], [1132, 650], [1060, 650]], '이거 거', 0.24951424595604868), ([[102, 640], [170, 640], [170, 670], [102, 670]], '여기서', 0.9217643141746521), ([[634, 638], [682, 638], [682, 670], [634, 670]], '귀엽', 0.998166009237859), ([[1062, 650], [1132, 650], [1132, 680], [1062, 680]], '어울리', 0.8088729381561279), ([[110, 670], [162, 670], [162, 700], [110, 700]], '갈아', 0.9971439768641451), ([[408, 646], [462, 646], [462, 742], [408, 742]], '#:', 0.0010779782180668804), ([[634, 666], [684, 666], [684, 698], [634, 698]], '잖아', 0.19996336550690186), ([[1068, 678], [1128, 678], [1128, 710], [1068, 710]], '려나?', 0.9955924786184864), ([[98, 698], [174, 698], [174, 730], [98, 730]], '입을 셈', 0.4853585935942363), ([[106, 728], [168, 728], [168, 758], [106, 758]], '이야?', 0.9999856843065227), ([[516, 856], [574, 856], [574, 886], [516, 886]], '혜혜,', 0.6147139784287953), ([[512, 884], [580, 884], [580, 916], [512, 916]], '고마위', 0.8458352388972027), ([[318, 1198], [386, 1198], [386, 1228], [318, 1228]], '안 돼?', 0.3353012266235884), ([[316, 1228], [386, 1228], [386, 1256], [316, 1256]], '그쪽이', 0.9879743515406916), ([[316, 1256], [388, 1256], [388, 1286], [316, 1286]], '빠르고', 0.950051009182059), ([[290, 1284], [412, 1284], [412, 1316], [290, 1316]], '생 갈아입기', 0.9847344662586046), ([[322, 1314], [380, 1314], [380, 1344], [322, 1344]], '볼 수', 0.756370484828949), ([[312, 1342], [394, 1342], [394, 1374], [312, 1374]], '있다구?', 0.996845795564731), ([[32, 1454], [62, 1454], [62, 1480], [32, 1480]], '도,', 0.4073882022901882), ([[1, 1479], [99, 1479], [99, 1515], [1, 1515]], '뒷으니까', 0.3524511754512787), ([[24, 1512], [74, 1512], [74, 1540], [24, 1540]], '자기', 0.999982972715661), ([[14, 1540], [84, 1540], [84, 1570], [14, 1570]], '방에서', 0.9995968998426389), ([[12, 1568], [90, 1568], [90, 1600], [12, 1600]], '부탁해!', 0.9843776226043701), ([[25.781199215099083, 1236.6717988226487], [102.1574088695053, 1220.5442375459404], [109.21880078490092, 1258.3282011773513], [32.8425911304947, 1274.4557624540596]], '에에', 0.9812682184857155)]
[([[494, 156], [542, 156], [542, 186], [494, 186]], '이런', 0.999910649850351), ([[500, 186], [540, 186], [540, 214], [500, 214]], '건?', 0.9997737632135135), ([[1096, 172], [1146, 172], [1146, 204], [1096, 204]], '이건', 0.9832234090508263), ([[1084, 202], [1158, 202], [1158, 232], [1084, 232]], '어~때?', 0.9998989105224609), ([[56, 220], [122, 220], [122, 250], [56, 250]], '조 좀', 0.9992736577987671), ([[32, 248], [146, 248], [146, 278], [32, 278]], '셈시하지만', 0.3765881546710756), ([[32, 276], [146, 276], [146, 308], [32, 308]], '어울린다고', 0.999092421507878), ([[696, 290], [724, 290], [724, 316], [696, 316]], '오', 0.9999966621426779), ([[668, 318], [760, 318], [760, 348], [668, 348]], '시크하고', 0.9991579055786133), ([[688, 346], [738, 346], [738, 378], [688, 378]], '좋은', 0.4532030618945275), ([[688, 376], [736, 376], [736, 406], [688, 406]], '느낌', 0.9999708345054034), ([[1072, 1368], [1140, 1368], [1140, 1396], [1072, 1396]], '후후: ', 0.8112102150917053), ([[182, 1438], [230, 1438], [230, 1468], [182, 1468]], '그럼', 0.9999021364203771), ([[176, 1468], [238, 1468], [238, 1498], [176, 1498]], '이건?', 0.7316218018531799)]
[([[974, 152], [1042, 152], [1042, 182], [974, 182]], '짜~안', 0.9981585253472227), ([[229, 314], [298, 314], [298, 352], [229, 352]], '어때?', 0.9999791458979628), ([[222, 348], [302, 348], [302, 378], [222, 378]], '이 에로', 0.9975086828441938), ([[226, 378], [300, 378], [300, 408], [226, 408]], '에로한', 0.9911301001244005), ([[224, 403], [301, 403], [301, 441], [224, 441]], '수영복', 0.9980102444582847), ([[1014, 794], [1062, 794], [1062, 824], [1014, 824]], '육오', 0.9983096557668248), ([[1014, 826], [1064, 826], [1064, 858], [1014, 858]], '오옷', 0.9975922417783617), ([[190, 968], [264, 968], [264, 1000], [190, 1000]], '실화나', 0.9930200977543963), ([[188, 1000], [268, 1000], [268, 1028], [188, 1028]], '이 에로', 0.9761913898195199), ([[189, 1027], [241, 1027], [241, 1063], [189, 1063]], '의봇', 0.2673389665301917), ([[190, 1060], [268, 1060], [268, 1090], [190, 1090]], '누나: .!', 0.34930778489501)]
[([[1110, 114], [1162, 114], [1162, 146], [1110, 146]], '진짜', 0.9999267495630907), ([[496, 140], [590, 140], [590, 172], [496, 172]], '이것저것', 0.9975920915603638), ([[1085, 143], [1181, 143], [1181, 175], [1085, 175]], '이름대로', 0.9998092651367188), ([[518, 172], [570, 172], [570, 202], [518, 202]], '비저', 0.41134434925814223), ([[1086, 176], [1182, 176], [1182, 206], [1086, 206]], '마이크로', 0.999620258808136), ([[504, 200], [582, 200], [582, 232], [504, 232]], '나올 거', 0.9833224328919057), ([[1098, 206], [1170, 206], [1170, 236], [1098, 236]], '비키니', 0.99742836510226), ([[506, 230], [580, 230], [580, 262], [506, 262]], '같은데', 0.8264752411028299), ([[1112, 236], [1156, 236], [1156, 262], [1112, 262]], '지~', 0.9996927632999246), ([[42, 268], [164, 268], [164, 342], [42, 342]], '없4)', 0.02655813088485404), ([[997, 319], [1132, 319], [1132, 396], [997, 396]], '"36{', 0.8576167225837708), ([[752, 566], [802, 566], [802, 598], [752, 598]], '이런', 0.9999124199721205), ([[752, 598], [802, 598], [802, 624], [752, 624]], '포즈', 0.9647654276940456), ([[510, 610], [576, 610], [576, 642], [510, 642]], '이~런', 0.9868396951038003), ([[742, 626], [816, 626], [816, 658], [742, 658]], '라든가', 0.43060728907585144), ([[484, 642], [604, 642], [604, 672], [484, 672]], '포즈라든가', 0.418374849704007), ([[516, 672], [570, 672], [570, 702], [516, 702]], '잡아', 0.9999693172321554), ([[484, 702], [574, 702], [574, 732], [484, 732]], '버리면: ', 0.38601111529543186), ([[1096, 732], [1124, 732], [1124, 760], [1096, 760]], '극', 0.9975912788178363), ([[1094, 762], [1144, 762], [1144, 792], [1094, 792]], '이년', 0.9655633670664966), ([[1094, 790], [1168, 790], [1168, 822], [1094, 822]], '깔보고', 0.9964449086912185), ([[1094, 822], [1168, 822], [1168, 854], [1094, 854]], '앉아선', 0.9964372727072366), ([[62, 852], [112, 852], [112, 882], [62, 882]], '도발', 0.9985440527201574), ([[62, 882], [112, 882], [112, 910], [62, 910]], '하고', 0.9999828884223854), ([[61, 909], [135, 909], [135, 945], [61, 945]], '앉있어', 0.4700663741889271)]
[([[1089, 105], [1133, 105], [1133, 317], [1089, 317]], '8', 0.008983800263329622), ([[411, 311], [477, 311], [477, 353], [411, 353]], '역시', 0.9996170752116449), ([[409, 347], [541, 347], [541, 389], [409, 389]], "'셈스 목적", 0.42852813728241557), ([[1093, 315], [1129, 315], [1129, 385], [1093, 385]], '옆', 0.31279349405758694), ([[411, 385], [559, 385], [559, 427], [411, 427]], '남자들에게', 0.9790949840809493), ([[409, 421], [533, 421], [533, 465], [409, 465]], '둘러싸여', 0.9628872308309671), ([[409, 459], [541, 459], [541, 501], [409, 501]], '다양한 짓', 0.963762514236483), ([[411, 497], [477, 497], [477, 537], [411, 537]], '당해', 0.9999727732444236), ([[411, 533], [505, 533], [505, 577], [411, 577]], '버리는', 0.7341377139091492), ([[1091, 385], [1131, 385], [1131, 641], [1091, 641]], '{', 0.026847645962821076), ([[409, 571], [495, 571], [495, 613], [409, 613]], '결까?', 0.7522072025742692), ([[96, 586], [146, 586], [146, 664], [96, 664]], '변', 0.017914568182419766), ([[449, 807], [487, 807], [487, 859], [449, 859]], '나', 0.0115714539703069), ([[467, 849], [497, 849], [497, 952], [467, 952]], '?', 0.929461463190421), ([[813, 865], [856, 865], [856, 974], [813, 974]], '$', 0.07457315369958994), ([[713, 1539], [777, 1539], [777, 1603], [713, 1603]], '7', 0.9001814529382592), ([[123.3059737998776, 1299.0120454364749], [245.4649905549753, 1228.0054061360631], [457.6940262001224, 1626.9879545635251], [335.53500944502474, 1697.9945938639369]], '둘', 0.013269783012553882), ([[775.4683854732101, 1393.0157144972509], [847.7514070901306, 1405.3564320723985], [818.5316145267899, 1579.9842855027491], [746.2485929098694, 1568.6435679276015]], '육', 0.6290920405099918)]
[([[1072, 164], [1176, 164], [1176, 196], [1072, 196]], '그런 말해', 0.9994950026643775), ([[1088, 196], [1162, 196], [1162, 226], [1088, 226]], '버리는', 0.7616781484800106), ([[224, 214], [272, 214], [272, 244], [224, 244]], '하이', 0.69343346644792), ([[1076, 224], [1172, 224], [1172, 256], [1076, 256]], '색골에젠', 0.573343813419342), ([[222, 244], [272, 244], [272, 276], [222, 276]], '히이', 0.7909554495650454), ([[622, 258], [678, 258], [678, 284], [622, 284]], '에~?', 0.9980393499405695), ([[1074, 254], [1176, 254], [1176, 286], [1074, 286]], '벌이 필요', 0.9408056413277821), ([[222, 274], [274, 274], [274, 306], [222, 306]], '대게', 0.9770667931686535), ([[590, 286], [710, 286], [710, 318], [590, 318]], '부모크리가', 0.9995225774519347), ([[1082, 284], [1168, 284], [1168, 316], [1082, 316]], '하켓지?', 0.931363582611084), ([[232, 304], [262, 304], [262, 334], [232, 334]], '해', 0.9999846220607687), ([[108, 322], [156, 322], [156, 354], [108, 354]], '싫엉', 0.8874063849751952), ([[601, 317], [697, 317], [697, 347], [601, 347]], '무서워서', 0.8996589779853821), ([[218, 334], [278, 334], [278, 366], [218, 366]], '주마!', 0.9667743583540122), ([[584, 348], [716, 348], [716, 380], [584, 380]], '손도 못 대는', 0.6763764444816569), ([[600, 378], [696, 378], [696, 408], [600, 408]], '플보한테', 0.07541769742965698), ([[598, 404], [703, 404], [703, 442], [598, 442]], '가능해~?', 0.9999183789118589), ([[358, 668], [382, 668], [382, 698], [358, 698]], '움', 0.9654276261692054), ([[475, 867], [537, 867], [537, 969], [475, 969]], '햇몽', 0.010694484725414878), ([[479, 959], [533, 959], [533, 995], [479, 995]], '돼라', 0.9832857302539642), ([[188.99526240215505, 1361.0388849878], [284.13270564696006, 1341.6743866669613], [315.00473759784495, 1515.9611150122], [218.86729435303994, 1536.3256133330387]], '푹', 0.03142215236611734)]
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2088163.txt.cache
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]
원천 데이터에 대한 캐싱이 끝났다면 이 데이터르 Merge 해야하다. Merge는 https://github.com/project-violet/violet-message-search/tree/master/hcache-merger 를 사용한다.
이 과정이 부담되는 환경인경우 다른 인스턴스에서 이를 사용할 수 있다.
최소 4 Core CPU (VCPU x2)와 16GB의 RAM이 필요하다.
AWS의 경우 r4.xlarge가 적당하다.
그 다음 다음 명령을 통해 Merge를 진행한다.
sudo apt update -y
sudo apt install unzip nginx libgomp1 -y
sudo su
mkdir htext-miner
cd htext-miner
wget http://1.2.3.4/htext/cache.zip
unzip cache.zip
wget http://1.2.3.4/htext/hcache-merger/build/hcache-merger
chmod 777 hcache-merger
./hcache-merger 3
cache.zip은 cached 파일이 담긴 압축파일이다. hcahe-merger는 hcache-merger의 바이너리 파일이다.
./hcache-merger의 필수 파라미터는 Merge파일을 몇 개로 쪼개는 지에 대한 정보다.
최소 3개 이상의 인스턴스로 쪼개어 서비스해야 충분한 검색 성능이 보장된다.
64코어 이상의 CPU(r5.metal, c5.metal, m5.metal)에서 돌려봐도 3개의 인스턴스로 쪼개어 돌리는 것보다 낮은 탐색성능을 보인다.
최소 2 Core CPU와 16GB의 RAM이 필요하다.
AWS의 경우 r5.large를 추천한다.
램이 충분하지 않을 경우 스왑을 생성한다.
sudo su
mkdir -p /var/swap
dd if=/dev/zero of=/var/swap/swapfile bs=1M count=4000
mkswap -f /var/swap/swapfile
swapon /var/swap/swapfile
swapon -s
그 다음 각 인스턴스에서 쪼개진 Merge 파일을 다운로드 받아 서비스를 시작한다.
sudo apt update -y
sudo apt install libgomp1 -y
wget http://1.2.3.4/htext/merged-0.json
wget http://1.2.3.4/htext/fast-search/build/fscm
wget http://1.2.3.4/htext/forever.py
mv merged-0.json merged.json
chmod 777 fscm
nohup python3 forever.py &
or
nohup ./fscm 0.0.0.0 8864 <your-onw-token> &
fscm은 https://github.com/project-violet/violet-message-search/tree/master/fast-search 으로 Merge 파일에서 사용자 쿼리를 처리하는데 사용한다.
forever.py는 다음과 같다.
import sys
import os
import os.path
import time
import shutil
from subprocess import Popen, PIPE
from datetime import datetime
while True:
process = Popen(['./fscm', '0.0.0.0', '8864', '<your-onw-token>'])
process.wait()8,000시간 운영 중 fscm이 일으킨 버그는 단 하나도 없었다.