Merge remote-tracking branch 'origin/master'

5 years ago · af835af1b8
parent 4e89c88ec8 338826569c
commit af835af1b8
97 changed files with 4186708 additions and 0 deletions
--- a/cmkg/.gitignore
+++ b/cmkg/.gitignore
@ -0,0 +1,31 @@
+HELP.md
+target/
+!.mvn/wrapper/maven-wrapper.jar
+!**/src/main/**
+!**/src/test/**
+
+### STS ###
+.apt_generated
+.classpath
+.factorypath
+.project
+.settings
+.springBeans
+.sts4-cache
+
+### IntelliJ IDEA ###
+.idea
+*.iws
+*.iml
+*.ipr
+
+### NetBeans ###
+/nbproject/private/
+/nbbuild/
+/dist/
+/nbdist/
+/.nb-gradle/
+build/
+
+### VS Code ###
+.vscode/
--- a/cmkg/.mvn/wrapper/MavenWrapperDownloader.java
+++ b/cmkg/.mvn/wrapper/MavenWrapperDownloader.java
@ -0,0 +1,118 @@
+/*
+ * Copyright 2012-2019 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+import java.net.*;
+import java.io.*;
+import java.nio.channels.*;
+import java.util.Properties;
+
+public class MavenWrapperDownloader {
+
+    private static final String WRAPPER_VERSION = "0.5.5";
+    /**
+     * Default URL to download the maven-wrapper.jar from, if no 'downloadUrl' is provided.
+     */
+    private static final String DEFAULT_DOWNLOAD_URL = "https://repo.maven.apache.org/maven2/io/takari/maven-wrapper/"
+            + WRAPPER_VERSION + "/maven-wrapper-" + WRAPPER_VERSION + ".jar";
+
+    /**
+     * Path to the maven-wrapper.properties file, which might contain a downloadUrl property to
+     * use instead of the default one.
+     */
+    private static final String MAVEN_WRAPPER_PROPERTIES_PATH =
+            ".mvn/wrapper/maven-wrapper.properties";
+
+    /**
+     * Path where the maven-wrapper.jar will be saved to.
+     */
+    private static final String MAVEN_WRAPPER_JAR_PATH =
+            ".mvn/wrapper/maven-wrapper.jar";
+
+    /**
+     * Name of the property which should be used to override the default download url for the wrapper.
+     */
+    private static final String PROPERTY_NAME_WRAPPER_URL = "wrapperUrl";
+
+    public static void main(String args[]) {
+        System.out.println("- Downloader started");
+        File baseDirectory = new File(args[0]);
+        System.out.println("- Using base directory: " + baseDirectory.getAbsolutePath());
+
+        // If the maven-wrapper.properties exists, read it and check if it contains a custom
+        // wrapperUrl parameter.
+        File mavenWrapperPropertyFile = new File(baseDirectory, MAVEN_WRAPPER_PROPERTIES_PATH);
+        String url = DEFAULT_DOWNLOAD_URL;
+        if (mavenWrapperPropertyFile.exists()) {
+            FileInputStream mavenWrapperPropertyFileInputStream = null;
+            try {
+                mavenWrapperPropertyFileInputStream = new FileInputStream(mavenWrapperPropertyFile);
+                Properties mavenWrapperProperties = new Properties();
+                mavenWrapperProperties.load(mavenWrapperPropertyFileInputStream);
+                url = mavenWrapperProperties.getProperty(PROPERTY_NAME_WRAPPER_URL, url);
+            } catch (IOException e) {
+                System.out.println("- ERROR loading '" + MAVEN_WRAPPER_PROPERTIES_PATH + "'");
+            } finally {
+                try {
+                    if (mavenWrapperPropertyFileInputStream != null) {
+                        mavenWrapperPropertyFileInputStream.close();
+                    }
+                } catch (IOException e) {
+                    // Ignore ...
+                }
+            }
+        }
+        System.out.println("- Downloading from: " + url);
+
+        File outputFile = new File(baseDirectory.getAbsolutePath(), MAVEN_WRAPPER_JAR_PATH);
+        if (!outputFile.getParentFile().exists()) {
+            if (!outputFile.getParentFile().mkdirs()) {
+                System.out.println(
+                        "- ERROR creating output directory '" + outputFile.getParentFile().getAbsolutePath() + "'");
+            }
+        }
+        System.out.println("- Downloading to: " + outputFile.getAbsolutePath());
+        try {
+            downloadFileFromURL(url, outputFile);
+            System.out.println("Done");
+            System.exit(0);
+        } catch (Throwable e) {
+            System.out.println("- Error downloading");
+            e.printStackTrace();
+            System.exit(1);
+        }
+    }
+
+    private static void downloadFileFromURL(String urlString, File destination) throws Exception {
+        if (System.getenv("MVNW_USERNAME") != null && System.getenv("MVNW_PASSWORD") != null) {
+            String username = System.getenv("MVNW_USERNAME");
+            char[] password = System.getenv("MVNW_PASSWORD").toCharArray();
+            Authenticator.setDefault(new Authenticator() {
+                @Override
+                protected PasswordAuthentication getPasswordAuthentication() {
+                    return new PasswordAuthentication(username, password);
+                }
+            });
+        }
+        URL website = new URL(urlString);
+        ReadableByteChannel rbc;
+        rbc = Channels.newChannel(website.openStream());
+        FileOutputStream fos = new FileOutputStream(destination);
+        fos.getChannel().transferFrom(rbc, 0, Long.MAX_VALUE);
+        fos.close();
+        rbc.close();
+    }
+
+}
--- a/cmkg/.mvn/wrapper/maven-wrapper.jar
+++ b/cmkg/.mvn/wrapper/maven-wrapper.jar
--- a/cmkg/.mvn/wrapper/maven-wrapper.properties
+++ b/cmkg/.mvn/wrapper/maven-wrapper.properties
@ -0,0 +1,2 @@
+distributionUrl=https://repo.maven.apache.org/maven2/org/apache/maven/apache-maven/3.6.2/apache-maven-3.6.2-bin.zip
+wrapperUrl=https://repo.maven.apache.org/maven2/io/takari/maven-wrapper/0.5.5/maven-wrapper-0.5.5.jar
--- a/cmkg/Hanlp/data/README.url
+++ b/cmkg/Hanlp/data/README.url
@ -0,0 +1,2 @@
+[InternetShortcut]
+URL=https://github.com/hankcs/HanLP/
--- a/cmkg/Hanlp/data/dictionary/CoreNatureDictionary.mini.txt
+++ b/cmkg/Hanlp/data/dictionary/CoreNatureDictionary.mini.txt
--- a/cmkg/Hanlp/data/dictionary/CoreNatureDictionary.mini.txt.bin
+++ b/cmkg/Hanlp/data/dictionary/CoreNatureDictionary.mini.txt.bin
--- a/cmkg/Hanlp/data/dictionary/CoreNatureDictionary.ngram.mini.txt
+++ b/cmkg/Hanlp/data/dictionary/CoreNatureDictionary.ngram.mini.txt
--- a/cmkg/Hanlp/data/dictionary/CoreNatureDictionary.ngram.mini.txt.table.bin
+++ b/cmkg/Hanlp/data/dictionary/CoreNatureDictionary.ngram.mini.txt.table.bin
--- a/cmkg/Hanlp/data/dictionary/CoreNatureDictionary.ngram.txt
+++ b/cmkg/Hanlp/data/dictionary/CoreNatureDictionary.ngram.txt
--- a/cmkg/Hanlp/data/dictionary/CoreNatureDictionary.ngram.txt.table.bin
+++ b/cmkg/Hanlp/data/dictionary/CoreNatureDictionary.ngram.txt.table.bin
--- a/cmkg/Hanlp/data/dictionary/CoreNatureDictionary.tr.txt
+++ b/cmkg/Hanlp/data/dictionary/CoreNatureDictionary.tr.txt
@ -0,0 +1,108 @@
+ ,Mg,Rg,a,ad,ag,al,an,b,begin,bl,c,cc,d,dg,dl,e,end,f,gb,gc,gg,gi,gm,gp,i,j,k,l,m,mq,n,nba,nbc,nf,ng,nhd,nhm,nis,nit,nmc,nnd,nnt,nr,nr1,nr2,nrf,nrj,ns,nsf,nt,ntc,ntcb,ntcf,ntch,nth,nto,nts,ntu,nz,o,p,pba,pbei,q,qt,qv,r,rr,ry,rys,ryt,ryv,rz,rzs,rzt,rzv,s,t,tg,u,ude1,ude2,ude3,udeng,udh,uguo,ule,ulian,uls,usuo,uyy,uzhe,uzhi,v,vd,vf,vg,vi,vl,vn,vshi,vx,vyou,w,x,y,z
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+Rg,0,2,0,0,10,0,0,20,0,0,6,11,22,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,63,0,0,0,43,0,0,38,0,0,0,0,10,0,0,20,0,0,4,0,0,0,0,0,0,0,0,0,4,0,14,0,2,0,0,0,0,0,2,0,0,0,4,0,0,0,0,2,0,0,16,0,0,14,0,0,0,0,0,0,0,0,0,50,0,18,6,0,0,4,2,0,6,104,0,0,0
+a,18,6,28002,1524,4365,95,2967,6967,0,51,3286,9623,21325,44,44,134,7352,8032,277,106,39,379,103,27,0,35,984,38,12556,19605,215549,0,0,2940,13115,379,16,6713,54,55,2756,9405,2127,0,0,871,36,5224,371,316,221,2,0,7,1,16,0,9,30087,75,13295,577,924,10581,3085,2092,1512,1855,312,18,16,201,1688,54,2,532,1266,5912,1203,323,146037,11989,1767,2253,471,544,18783,62,297,283,78,572,2609,121922,274,5124,5151,22351,736,36503,3548,16,2120,235465,2772,2813,931
+ad,0,0,3941,934,61,34,228,399,0,8,590,1749,6074,2,14,6,404,977,22,4,2,48,12,4,0,2,82,4,488,550,15422,0,0,54,302,118,2,202,0,0,60,489,74,0,0,21,0,267,25,51,12,1,0,1,0,0,1,0,5274,0,7310,1081,858,109,66,38,315,188,18,0,0,5,294,8,0,76,109,184,28,20,15670,2394,54,109,77,70,1189,6,48,11,38,28,126,90864,173,1008,359,12451,503,13110,2131,141,1214,20461,50,172,64
+ag,0,58,1557,26,862,0,28,792,0,1,104,496,1351,14,10,0,239,664,96,2,0,8,2,0,0,0,152,2,490,265,11349,0,0,104,3090,20,0,675,2,2,162,893,211,0,0,193,0,209,4,9,12,0,0,1,1,0,0,0,2283,74,820,9,47,1399,144,94,32,143,32,0,0,12,1053,0,0,16,88,198,195,2,1349,23,28,149,0,18,252,6,10,46,12,33,80,8438,15,167,905,786,34,728,104,0,91,6908,217,159,36
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--- a/cmkg/Hanlp/data/dictionary/CoreNatureDictionary.txt
+++ b/cmkg/Hanlp/data/dictionary/CoreNatureDictionary.txt
--- a/cmkg/Hanlp/data/dictionary/CoreNatureDictionary.txt.bin
+++ b/cmkg/Hanlp/data/dictionary/CoreNatureDictionary.txt.bin
--- a/cmkg/Hanlp/data/dictionary/custom/CustomDictionary.txt
+++ b/cmkg/Hanlp/data/dictionary/custom/CustomDictionary.txt
--- a/cmkg/Hanlp/data/dictionary/custom/CustomDictionary.txt.bin
+++ b/cmkg/Hanlp/data/dictionary/custom/CustomDictionary.txt.bin
--- a/cmkg/Hanlp/data/dictionary/custom/disease.txt
+++ b/cmkg/Hanlp/data/dictionary/custom/disease.txt
@ -0,0 +1,290 @@
+2～3日疹退
+三凹症明显
+上呼吸道感染
+下肢无力
+下身怕冷
+下颌关节处焮红
+不敢深呼吸
+不规则环状损害
+两乳胀痛
+严重者可因呼吸
+偏瘫
+久冷
+乳房肿块随情绪波动增大或缩小
+乳糜尿
+肘部疼痛
+伤处有明显压痛
+咽痛咽红
+伴腰膝酸软
+体倦乏力
+体倦健忘
+体胖中满
+便秘
+偏胖
+先起于头面
+出现色素沉着
+分布均匀
+分泌性中耳炎
+剧烈痛疼痛甚至向上臂及前臂放射
+动作迟缓
+动则尤甚
+半月板合并损伤
+反复呼吸道感染
+发热及上呼吸道感染
+发热持续不退
+发热无汗等表证
+受检小腿可被动外展或内收
+口咸
+口干口苦
+口干喜饮
+口干心悸
+口干而渴
+口眼㖞斜
+叹息
+吐舌惊叫
+听力日趋下降
+呈方向性疼痛
+呕吐酸腐食物
+呕恶痰涎
+周围有充血的红晕
+呼吸急促
+咯血
+痰中带血
+咯血不止
+咳嗽
+咳嗽哮喘
+咳嗽无力
+咳时汗出
+咳而不爽
+咽喉肿痛
+咽暗红
+咽红肿痛
+咽部充血
+唇鼻干燥
+喉中痰鸣
+喜揉喜按
+喷嚏流涕
+嗳气频繁
+坐骨神经痛
+大便干
+失眠
+头昏不清
+头昏目花
+头晕耳鸣
+头痛
+头痛汗出
+头痛重
+头重肢倦
+头重身痛
+如提热水瓶
+婴儿湿疹
+寐不安宁
+寒邪客胃
+小便不利
+小便清长
+小便清长或少尿
+小儿惊风
+尿结石
+尿血
+鼻塞流清涕
+鼻流黄涕
+干呕
+干咳
+平和质
+形体消瘦
+心志不宁
+心烦
+心跳骤停
+性情急躁
+恶寒发热
+恶风
+感冒(鼻塞流涕)
+慢性肾炎
+成片成斑
+腰酸腿软
+有寒热
+神疲气短
+血痰
+鼻塞恶风
+胸闷脘痞
+口鼻干燥
+呕吐
+咳痰带血
+大便不爽
+大汗不止
+痰中带血丝
+目盲
+扁桃体肿大
+手足麻木
+打喷嚏时疼痛加剧
+扫地等动作疼痛加重
+扭毛巾
+抽风惊厥
+指纹紫滞
+支气管炎
+支气管肺炎
+无力持物自行脱手掉落
+无汗
+无痰或痰少难咯
+日轻夜重
+早产儿
+时而烘热汗出
+时重时轻
+晚期可侵蚀全部眼睑
+月经量少
+有汗
+有瘀点瘀斑
+梦多龄齿
+欲呕
+每遇阴雨天或腰部感寒后加剧
+气急
+气急咽痒
+气短
+气短懒言
+气粗或咳声嗄哑
+气虚质
+气郁质
+流脓涕
+涕稀薄
+深浅不同的龋洞
+湿啰音难以消失
+湿热质
+烦躁易怒
+牙周脓肿疼痛
+牙根宣露
+牙痛不剧烈
+特禀质
+甚则汗出如油
+略有水肿
+疣
+疮口也逐渐愈合
+疹色鲜红或紫暗
+疼痛减轻
+疼痛剧烈
+疼痛较剧
+病势连绵
+病程较久
+痛处不移
+痰湿质
+痰稀薄白
+痰黄稠难咯
+皮肤干枯
+皮肤痤疮
+目赤咽干
+眼球充血
+瞳孔扩大
+神疲
+神疲乏力
+稀疏细小
+类风湿关节炎
+精神不振
+糖尿病
+糜烂
+累累颗粒
+纳呆
+纳呆腹胀
+结核病
+缠绵反复
+羞明难开
+老年性糖尿病
+老年慢性支气管炎
+耳后及枕部淋巴结肿大
+肌肉劳损
+肌肤不泽
+肘部疼痛
+肝炎
+肝经湿热壅滞
+股骨头缺血性坏死
+肢沉头重
+肢端或肢体麻木疼痛
+肱骨外上髁炎
+肺气肿
+肺阴虚
+肾虚腰痠
+肿胀难消
+胀痛
+胃脘痛
+胸肋部扭挫伤
+胸闷
+胸闷不适
+胸闷泛恶
+脉弦数
+脉浮
+脉浮数
+脉细弦
+脉细弱
+脉缓弱
+脉虚弱
+脉虚弱或迟缓
+脊柱骨折
+脑血管病
+脘痛连胁
+脾虚湿热之婴儿湿疹
+脾虚湿热证
+腰脊及四肢关节疼痛
+腰腿痛
+腰腿部疼痛
+腰酸肢冷
+腰酸腿肿
+腹泻
+膝关节多有异常活动
+膝关节炎
+自汗神倦
+舌下瘀斑瘀点
+舌尖红有刺
+舌淡苔白
+舌红
+舌红少津
+舌红干而少津
+舌胖苔腻
+舌苔白腻
+舌苔薄白
+舌苔薄黄
+色泽鲜红
+色白而腻
+苔厚腻
+苔少或无苔
+苔白或薄黄
+苔薄白或薄黄
+苔黄糙
+范围较广的隐隐窜痛
+虚劳
+血少阴虚
+血瘀质
+血管硬化症
+血量不多
+语声低怯
+贝赫切特综合征
+质地中等或稍硬
+质稀
+贫血
+踝关节扭伤
+身重困倦
+躯干
+连声作呛
+遇寒加剧
+阳痿
+阳痿遗精
+阳虚质
+阴虚所引起的反胃
+阵咳终未有吸气性鸡鸣样吼声
+面无华色
+面色（白光）白
+面色苍白或清灰
+项强
+颈痛和颈部活动不利
+频频清嗓
+风湿痹痛
+风热郁肺
+食后胀满
+食少
+食少体倦
+食欲不振
+骨蒸
+高血压
+麻疹
+黄疸
+鼓膜内陷
+鼻塞
+鼻塞时轻时重
+鼻窍焮热
--- a/cmkg/Hanlp/data/dictionary/custom/medicine.txt
+++ b/cmkg/Hanlp/data/dictionary/custom/medicine.txt
@ -0,0 +1,310 @@
+①大蒜蒸西瓜
+①大青叶粥
+①山慈姑菜心肉片
+①鲤鱼赤小豆汤
+①龙眼肉粥
+②柴胡当归蛋汤
+②红参龙眼肉汤
+②菊花鱼汤
+②菠菜血肝汤
+②葱白黑鱼
+②赤豆红枣汤
+②鸡骨草煲田螺
+②麦冬百合汤
+③天麻地黄鸭
+③山药粥
+③川贝生梨炖鸽子
+③百合莲子藕
+③赤豆红枣粥
+③黄精炖瘦肉
+③黄芪小麦粥
+③龙眼汽锅鸡
+④冬玉汤
+④百合汤
+④竹沥粥
+④解暑凤脯
+⑤椰子汁
+⑤芪杞炖乳鸽
+⑤花生衣红枣汤
+⑤蘑菇大枣汤
+⑤金银花露
+⑥小白菜苡仁粥
+⑥山药扁豆粥
+⑥柴胡小米粥
+⑦荷叶冬瓜汤
+⑦葡萄粥
+万寿菊糖水
+中药保留灌肠
+乌雌鸡粥
+二精丸
+二花茶①
+二豆糯米粥
+人参炖猪蹄
+体疗法
+体育法
+佩药法
+健脾益胃散
+健脾茶汤
+八宝粥
+八段锦
+冬瓜皮汤
+冬瓜鲤鱼汤
+冰糖杨梅
+利水化湿法
+刮背法
+刺络拔罐法
+南瓜炖牛肉
+南瓜荞麦面
+参枣米饭
+参苓白术散
+双花粥
+发汗豉粥
+呼气提肛法
+四君子汤
+回酥狮子头
+地黄汁
+地黄饮②
+地黄饮方
+坐浴法
+壮阳狗肉汤（《大众药膳》）
+声电针法
+壶熨法
+外敷法
+外治法
+大发茶
+大枣方①
+大田螺汤
+天花粉粥
+天麻什锦饭
+寒鸦
+导引法
+小米麦麸饼
+山药地黄炖猪胰
+山药扁豆粥②
+山药粥
+山药粥②
+山药粥⑦
+山药麦片粥
+川贝冰糖粥
+平肝熄风法
+当归生姜羊肉汤
+心理疗法
+情志法
+手抓羊肉
+抛空
+护理法
+抬臀法
+拍击法
+拔罐法
+拔罐疗法
+按摩法
+按脊法
+挑治法
+推拿或理疗法
+推拿按摩法
+推拿法
+提刮法
+提肛运动法
+摩擦腰肾法
+摩腰
+擦涂法
+放风粥
+敷脐法
+无花果粥
+明矾拌橄榄
+春笋炒枸杞
+杂粮
+杏仁粥⑥
+杏仁粥⑦
+杏仁粥方
+杏仁肉
+杞叶羊肾粥
+杞子桂圆饭
+板栗炖菜心
+枸杞炖兔肉
+柿霜糖
+核桃肉甜杏仁蜂蜜咳嗽方
+桂圆肉粥
+桂枝甘草汤加肉桂
+桑椹
+梅花点舌丹
+梨膏糖
+梳耳法
+榆皮粥②
+橄榄萝卜饮
+气雾吸入法
+水针法
+沐浴法
+油柑子汤
+泡脚
+注射浸润法
+泽泻粥①
+洗法
+洗足法
+济生肾气丸
+海蜇萝卜丝
+淡藕粉粥
+淮山圆肉炖水鱼
+淮山百合鳗鱼
+淮山粥
+清咽茶
+清咽薄荷糖
+清炖鹌鹑
+清热法
+清脑羹
+清蒸茶鲫鱼(《活人心统》)
+清蒸鲥鱼
+湖莲丸
+滴眼疗法
+激光针法
+灌肠法
+火腿冬菇小白菜
+灯芯花鲫鱼粥
+烩生鸡丝
+热敷法
+热熨法
+熊肉腌方
+熨引法
+燕窝
+独脚金炖猴子肉
+猪肝炒菠菜
+猪胰淡菜汤
+猪颐酒方
+玉竹粥
+玉米茶
+玫瑰露
+理中丸
+生地煲蟹汤
+田鸡饭
+电针法
+电针疗法
+番石榴蜜糖水
+皮肤针疗法
+盒熨法
+睡眠时间合理
+砂锅梅香鸡
+磁场敷贴法
+磁疗法
+磁疗药离子导入法
+穴位注射法
+穴位注射疗法
+穴位电极法
+竹叶心粥
+糖醋带鱼
+素炒菠菜
+素烧冬瓜②
+素焖扁豆
+红花蕺菜汤
+经络导平法
+绿豆羹
+老年慢性支气管炎糖
+耐寒法
+耳穴
+耳穴法
+耳穴贴膏法
+肉末口蘑烧豆腐
+肉末炒蚕豆
+肉羹方
+肾气丸
+胸穴指压法
+腕踝针疗法
+膏摩法
+艾灸法
+芝麻茶
+芡实白果粥
+花生仁拌芹菜
+花生红枣粥
+花生蚕豆汤
+花生赤豆茅根汤
+花粉绿豆糕
+花粉茶
+芹菜粥
+苍耳叶羹
+苏煎方
+茵陈粥②
+荠菜粥
+药浴法
+药熨法
+药物法
+药离子透入法
+药罐法
+荷叶肉
+荸荠汁
+荸荠粥
+莲子粥
+莲子肚丝
+莲子芡实粥③
+菊花龙井茶
+萝卜块炖牛肉
+萝卜大枣生姜蜜汁饮
+萝卜汁煮麦芽糖
+萝卜粥
+萝卜麦芽糖咳嗽方
+葱豉粥①
+蒲公英粥③
+蒸汽吸入法
+蔊菜粥
+薄荷粥②
+薄荷糖(《简便单方》)
+薄荷茶②
+薏苡仁粥
+蘑菇汤
+蚕豆炖牛肉
+蜂房地丁汤
+蜂蜜萝卜汁
+蜜饯橘皮
+蜜饯雪梨
+补肺汤
+补阳法
+西瓜番茄汁
+西红柿炒鸡蛋
+谷糠烧鲫鱼
+豉薤汤
+起居法
+超声雾化吸入法
+醋煎豆腐
+野狼喉嗉皮
+金匮薯蓣丸
+针灸法
+银花粥
+银花薄荷芦根汤
+阴道纳药法
+雪梨汁
+雾化吸入法
+雾化法
+青果粥
+青梅酒②
+青蒜炒猪心
+青龙白虎汤
+静脉注射法
+面针疗法
+音频电疗法
+食物敷贴疗法
+食物点滴疗法
+食疗法
+首乌桑椹面
+香佩疗法
+马勃糖
+马勃糖(《袖珍方》)
+马齿苋荠菜粥
+鱼腥草煲猪肺
+鲍片鹑蛋
+鲜梨饮
+鲜羊奶
+鲜茅根粥
+鲤鱼山楂鸡蛋汤
+鲫鱼粥
+鸡丝烩豌豆
+鸡内金山药粥
+鸡片烩蚕豆
+鸭肉芡实扁豆汤
+鸭跖薄荷汁
+鸽肉山玉饭
+麦芽茶
+麻桃蜜糕
+麻油核桃蜂蜜饮
+黄瓜叶
+黄瓜饮
+黄芪山药粥
+黄芪童子鸡
+黑木耳
--- a/cmkg/Hanlp/data/dictionary/custom/上海地名.txt
+++ b/cmkg/Hanlp/data/dictionary/custom/上海地名.txt
--- a/cmkg/Hanlp/data/dictionary/custom/人名词典.txt
+++ b/cmkg/Hanlp/data/dictionary/custom/人名词典.txt
--- a/cmkg/Hanlp/data/dictionary/custom/全国地名大全.txt
+++ b/cmkg/Hanlp/data/dictionary/custom/全国地名大全.txt
--- a/cmkg/Hanlp/data/dictionary/custom/机构名词典.txt
+++ b/cmkg/Hanlp/data/dictionary/custom/机构名词典.txt
--- a/cmkg/Hanlp/data/dictionary/custom/现代汉语补充词库.txt
+++ b/cmkg/Hanlp/data/dictionary/custom/现代汉语补充词库.txt
--- a/cmkg/Hanlp/data/dictionary/organization/nt.tr.txt
+++ b/cmkg/Hanlp/data/dictionary/organization/nt.tr.txt
@ -0,0 +1,17 @@
+ ,A,B,C,D,F,G,I,J,K,L,M,P,S,W,X,Z
+A,0,0,19945,883,2013,58781,3290,1582,19254,1422,282,944,0,0,0,0
+B,3013,0,0,0,0,0,0,0,0,0,0,0,0,0,0,125708
+C,0,0,25949,57230,142,1908,850,1603,53,169,260,834,0,144,0,0
+D,0,109511,4389,6473,135,1018,476,229,28,105,177,120,0,59,4586,0
+F,0,0,971,2666,138,127,92,163,5,7,5,87,0,48,0,0
+G,0,0,24497,42962,1283,5178,3104,2782,182,1415,756,1173,0,140,0,0
+I,0,0,2515,5556,34,270,179,181,3,39,56,210,0,11,0,0
+J,0,0,2002,4973,69,96,85,707,4,95,47,535,0,23,0,0
+K,0,19920,1162,2036,13,184,64,57,16,3,32,25,0,0,1238,0
+L,0,0,1289,1476,19,68,58,481,1,18,10,289,0,0,0,0
+M,1000,0,569,758,1,7,11,128,0,76,86,143,0,1,0,0
+P,0,0,1647,1989,70,54,200,425,0,67,29,433,0,9,0,0
+S,9509,0,2911,104,278,12704,476,212,4031,210,23,86,0,0,0,1131650
+W,0,0,123,150,23,105,11,9,0,4,0,10,0,0,0,0
+X,0,0,1173,50,91,2972,158,77,1173,79,17,34,0,0,0,0
+Z,95874,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19796133
--- a/cmkg/Hanlp/data/dictionary/organization/nt.txt
+++ b/cmkg/Hanlp/data/dictionary/organization/nt.txt
--- a/cmkg/Hanlp/data/dictionary/organization/nt.txt.bin
+++ b/cmkg/Hanlp/data/dictionary/organization/nt.txt.bin
--- a/cmkg/Hanlp/data/dictionary/other/CharTable.txt
+++ b/cmkg/Hanlp/data/dictionary/other/CharTable.txt
--- a/cmkg/Hanlp/data/dictionary/other/CharTable.txt.bin
+++ b/cmkg/Hanlp/data/dictionary/other/CharTable.txt.bin
--- a/cmkg/Hanlp/data/dictionary/other/CharType.bin
+++ b/cmkg/Hanlp/data/dictionary/other/CharType.bin
--- a/cmkg/Hanlp/data/dictionary/other/TagPKU98.csv
+++ b/cmkg/Hanlp/data/dictionary/other/TagPKU98.csv
@ -0,0 +1,44 @@
+序号,代码,名称,帮助记忆的诠释,例子及注解
+1,Ag,形语素,形容词性语素。形容词代码为a，语素代码ｇ前面置以A。,绿色/n 似/d 锦/Ag ，
+2,a,形容词,取英语形容词adjective的第1个字母,[重要/a 步伐/n]NP ，美丽/a ，看似/v 抽象/a ，
+3,ad,副形词,直接作状语的形容词。形容词代码a和副词代码d并在一起。,[积极/ad 谋求/v]V-ZZ ，幻象/n 易/ad 逝/Vg ，
+4,an,名形词,具有名词功能的形容词。形容词代码a和名词代码n并在一起。,[外交/n 和/c 安全/an]NP-BL ，
+5,Bg,区别语素,区别词性语素。区别词代码为b，语素代码ｇ前面置以B。,赤/Ag 橙/Bg 黄/a 绿/a 青/a 蓝/a 紫/a ，
+6,b,区别词,取汉字“别”的声母。,女/b 司机/n， 金/b 手镯/n， 慢性/b 胃炎/n， 古/b 钱币/n， 副/b 主任/n， 总/b 公司/n单音节区别词和单音节名词或名语素组合，作为一个词，并标以名词词性n。 雄鸡/n， 雌象/n， 女魔/n， 古币/n少数“单音节区别词+双音节词”的结构作为一个词。总书记/n ，
+7,c,连词,取英语连词conjunction的第1个字母。,合作/vn 与/c 伙伴/n
+8,Dg,副语素,副词性语素。副词代码为d，语素代码ｇ前面置以D。,了解/v 甚/Dg 深/a ，煞/Dg 是/v 喜人/a ，
+9,d,副词,取adverb的第2个字母，因其第1个字母已用于形容词。,进一步/d 发展/v ，
+10,e,叹词,取英语叹词exclamation的第1个字母。,啊/e ，/w 那/r 金灿灿/z 的/u 麦穗/n ，
+11,f,方位词,取汉字“方”。,军人/n 的/u 眼睛/n 里/f 不/d 是/v 没有/v 风景/n ，
+12,h,前接成分,取英语head的第1个字母。,许多/m 非/h 主角/n 人物/n ，办事处/n 的/u “/w 准/h 政府/n ”/w 功能/n 不断/d 加强/v ，
+13,i,成语,取英语成语idiom的第1个字母。,一言一行/i ，义无反顾/i ，
+14,j,简称略语,取汉字“简”的声母。,[德/j 外长/n]NP ，文教/j ，
+15,k,后接成分,后接成分。,少年儿童/l 朋友/n 们/k ，身体/n 健康/a 者/k ，
+16,l,习用语,习用语尚未成为成语，有点“临时性”，取“临”的声母。,少年儿童/l 朋友/n 们/k ，落到实处/l ，
+17,Mg,数语素,数词性语素。数词代码为m，语素代码ｇ前面置以M。,甲/Mg 减下/v 的/u 人/n 让/v 乙/Mg 背上/v ，凡/d “/w 寅/Mg 年/n ”/w 中/f 出生/v 的/u 人/n 生肖/n 都/d 属/v 虎/n ，
+18,m,数词,取英语numeral的第3个字母，n，u已有他用。,1．数量词组应切分为数词和量词。 三/m 个/q， 10/m 公斤/q， 一/m 盒/q 点心/n ，但少数数量词已是词典的登录单位，则不再切分。 一个/m ， 一些/m ，2. 基数、序数、小数、分数、百分数一律不予切分，为一个切分单位，标注为 m 。一百二十三/m，20万/m， 123.54/m， 一个/m， 第一/m， 第三十五/m， 20%/m， 三分之二/m， 千分之三十/m， 几十/m 人/n， 十几万/m 元/q， 第一百零一/m 个/q ，3. 约数，前加副词、形容词或后加“来、多、左右”等助数词的应予分开。约/d 一百/m 多/m 万/m，仅/d 一百/m 个/q， 四十/m 来/m 个/q，二十/m 余/m 只/q， 十几/m 个/q，三十/m 左右/m ，两个数词相连的及“成百”、“上千”等则不予切分。五六/m 年/q， 七八/m 天/q，十七八/m 岁/q， 成百/m 学生/n，上千/m 人/n， 4．表序关系的“数＋名”结构，应予切分。二/m 连/n ，　三/m 部/n ，
+19,Ng,名语素,名词性语素。名词代码为n，语素代码ｇ前面置以N。,出/v 过/u 两/m 天/q 差/Ng， 理/v 了/u 一/m 次/q 发/Ng，
+20,n,名词,取英语名词noun的第1个字母。,（参见 动词--v）岗位/n ， 城市/n ， 机会/n ，她/r 是/v 责任/n 编辑/n ，
+21,nr,人名,名词代码n和“人(ren)”的声母并在一起。,1. 汉族人及与汉族起名方式相同的非汉族人的姓和名单独切分，并分别标注为nr。张/nr 仁伟/nr， 欧阳/nr 修/nr， 阮/nr 志雄/nr， 朴/nr 贞爱/nr汉族人除有单姓和复姓外，还有双姓，即有的女子出嫁后，在原来的姓上加上丈夫的姓。如：陈方安生。这种情况切分、标注为：陈/nr 方/nr 安生/nr；唐姜氏，切分、标注为：唐/nr 姜氏/nr。2. 姓名后的职务、职称或称呼要分开。江/nr 主席/n， 小平/nr 同志/n， 江/nr 总书记/n，张/nr 教授/n， 王/nr 部长/n， 陈/nr 老总/n， 李/nr 大娘/n， 刘/nr 阿姨/n， 龙/nr 姑姑/n3. 对人的简称、尊称等若为两个字，则合为一个切分单位，并标以nr。老张/nr， 大李/nr， 小郝/nr， 郭老/nr， 陈总/nr4. 明显带排行的亲属称谓要切分开，分不清楚的则不切开。三/m 哥/n， 大婶/n， 大/a 女儿/n， 大哥/n， 小弟/n， 老爸/n5. 一些著名作者的或不易区分姓和名的笔名通常作为一个切分单位。鲁迅/nr， 茅盾/nr， 巴金/nr， 三毛/nr， 琼瑶/nr， 白桦/nr6. 外国人或少数民族的译名（包括日本人的姓名）不予切分，标注为nr。克林顿/nr， 叶利钦/nr， 才旦卓玛/nr， 小林多喜二/nr， 北研二/nr，华盛顿/nr， 爱因斯坦/nr有些西方人的姓名中有小圆点，也不分开。卡尔·马克思/nr
+22,ns,地名,名词代码n和处所词代码s并在一起。,（参见2。短语标记说明--NS）安徽/ns，深圳/ns，杭州/ns，拉萨/ns，哈尔滨/ns， 呼和浩特/ns， 乌鲁木齐/ns，长江/ns，黄海/ns，太平洋/ns， 泰山/ns， 华山/ns，亚洲/ns， 海南岛/ns，太湖/ns，白洋淀/ns， 俄罗斯/ns，哈萨克斯坦/ns，彼得堡/ns， 伏尔加格勒/ns 1. 国名不论长短，作为一个切分单位。中国/ns， 中华人民共和国/ns， 日本国/ns， 美利坚合众国/ns， 美国/ns2. 地名后有“省”、“市”、“县”、“区”、“乡”、“镇”、“村”、“旗”、“州”、“都”、“府”、“道”等单字的行政区划名称时，不切分开，作为一个切分单位。四川省/ns， 天津市/ns，景德镇/ns沙市市/ns， 牡丹江市/ns，正定县/ns，海淀区/ns， 通州区/ns，东升乡/ns， 双桥镇/ns 南化村/ns，华盛顿州/ns，俄亥俄州/ns，东京都/ns， 大阪府/ns，北海道/ns， 长野县/ns，开封府/ns，宣城县/ns3. 地名后的行政区划有两个以上的汉字，则将地名同行政区划名称切开，不过要将地名同行政区划名称用方括号括起来，并标以短语NS。[芜湖/ns 专区/n] NS，[宣城/ns 地区/n]ns，[内蒙古/ns 自治区/n]NS，[深圳/ns 特区/n]NS， [厦门/ns 经济/n 特区/n]NS， [香港/ns 特别/a 行政区/n]NS，[香港/ns 特区/n]NS， [华盛顿/ns 特区/n]NS，4. 地名后有表示地形地貌的一个字的普通名词，如“江、河、山、洋、海、岛、峰、湖”等，不予切分。鸭绿江/ns，亚马逊河/ns， 喜马拉雅山/ns， 珠穆朗玛峰/ns，地中海/ns，大西洋/ns，洞庭湖/ns， 塞普路斯岛/ns 5. 地名后接的表示地形地貌的普通名词若有两个以上汉字，则应切开。然后将地名同该普通名词标成短语NS。[台湾/ns 海峡/n]NS，[华北/ns 平原/n]NS，[帕米尔/ns 高原/n]NS， [南沙/ns 群岛/n]NS，[京东/ns 大/a 峡谷/n]NS [横断/b 山脉/n]NS6．地名后有表示自然区划的一个字的普通名词，如“ 街，路，道，巷，里，町，庄，村，弄，堡”等，不予切分。 中关村/ns，长安街/ns，学院路/ns， 景德镇/ns， 吴家堡/ns， 庞各庄/ns， 三元里/ns，彼得堡/ns， 北菜市巷/ns， 7．地名后接的表示自然区划的普通名词若有两个以上汉字，则应切开。然后将地名同自然区划名词标成短语NS。[米市/ns 大街/n]NS， [蒋家/nz 胡同/n]NS ， [陶然亭/ns 公园/n]NS ， 8． 大小地名相连时的标注方式为：北京市/ns 海淀区/ns 海淀镇/ns [南/f 大街/n]NS [蒋家/nz 胡同/n]NS 24/m 号/q ，
+23,nt,机构团体,“团”的声母为t，名词代码n和t并在一起。,（参见2。短语标记说明--NT）联合国/nt，中共中央/nt，国务院/nt， 北京大学/nt1．大多数团体、机构、组织的专有名称一般是短语型的，较长，且含有地名或人名等专名，再组合，标注为短语NT。[中国/ns 计算机/n 学会/n]NT， [香港/ns 钟表业/n 总会/n]NT， [烟台/ns 大学/n]NT， [香港/ns 理工大学/n]NT， [华东/ns 理工大学/n]NT，[合肥/ns 师范/n 学院/n]NT， [北京/ns 图书馆/n]NT， [富士通/nz 株式会社/n]NT， [香山/ns 植物园/n]NT， [安娜/nz 美容院/n]NT，[上海/ns 手表/n 厂/n]NT， [永和/nz 烧饼铺/n]NT，[北京/ns 国安/nz 队/n]NT，2. 对于在国际或中国范围内的知名的唯一的团体、机构、组织的名称即使前面没有专名，也标为nt或NT。联合国/nt，国务院/nt，外交部/nt， 财政部/nt，教育部/nt， 国防部/nt，[世界/n 贸易/n 组织/n]NT， [国家/n 教育/vn 委员会/n]NT，[信息/n 产业/n 部/n]NT，[全国/n 信息/n 技术/n 标准化/vn 委员会/n]NT，[全国/n 总/b 工会/n]NT，[全国/n 人民/n 代表/n 大会/n]NT，美国的“国务院”，其他国家的“外交部、财政部、教育部”，必须在其所属国的国名之后出现时，才联合标注为NT。[美国/ns 国务院/n]NT，[法国/ns 外交部/n]NT，[美/j 国会/n]NT，日本有些政府机构名称很特别，无论是否出现在“日本”国名之后都标为nt。[日本/ns 外务省/nt]NT，[日/j 通产省/nt]NT通产省/nt 3. 前后相连有上下位关系的团体机构组织名称的处理方式如下:[联合国/nt 教科文/j 组织/n]NT， [中国/ns 银行/n 北京/ns 分行/n]NT，[河北省/ns 正定县/ns 西平乐乡/ns 南化村/ns 党支部/n]NT， 当下位名称含有专名（如“北京/ns 分行/n”、“南化村/ns 党支部/n”、“昌平/ns 分校/n”）时，也可脱离前面的上位名称单独标注为NT。[中国/ns 银行/n]NT [北京/ns 分行/n]NT，北京大学/nt [昌平/ns 分校/n]NT，4. 团体、机构、组织名称中用圆括号加注简称时:[宝山/ns 钢铁/n （/w 宝钢/j ）/w 总/b 公司/n]NT，[宝山/ns 钢铁/n 总/b 公司/n]NT，（/w 宝钢/j ）/w
+24,nx,外文字符,外文字符。,A/nx 公司/n ，B/nx 先生/n ，X/nx 君/Ng ，24/m K/nx 镀金/n ，C/nx 是/v 光速/n ，Windows98/nx ，PentiumIV/nx ，I LOVE THIS GAME/nx ，
+25,nz,其他专名,“专”的声母的第1个字母为z，名词代码n和z并在一起。,（参见2。短语标记说明--NZ）除人名、国名、地名、团体、机构、组织以外的其他专有名词都标以nz。满族/nz，俄罗斯族/nz，汉语/nz，罗马利亚语/nz， 捷克语/nz，中文/nz， 英文/nz， 满人/nz， 哈萨克人/nz， 诺贝尔奖/nz， 茅盾奖/nz， 1.包含专有名称（或简称）的交通线，标以nz；短语型的，标为NZ。津浦路/nz， 石太线/nz， [京/j 九/j 铁路/n]NZ， [京/j 津/j 高速/b 公路/n]NZ， 2. 历史上重要事件、运动等专有名称一般是短语型的，按短语型专有名称处理，标以NZ。[卢沟桥/ns 事件/n]NZ， [西安/ns 事变/n]NZ，[五四/t 运动/n]NZ， [明治/nz 维新/n]NZ，[甲午/t 战争/n]NZ，3.专有名称后接多音节的名词，如“语言”、“文学”、“文化”、“方式”、“精神”等，失去专指性，则应分开。欧洲/ns 语言/n， 法国/ns 文学/n， 西方/ns 文化/n， 贝多芬/nr 交响乐/n， 雷锋/nr 精神/n， 美国/ns 方式/n，日本/ns 料理/n， 宋朝/t 古董/n 4. 商标（包括专名及后接的“牌”、“型”等）是专指的，标以nz，但其后所接的商品仍标以普通名词n。康师傅/nr 方便面/n， 中华牌/nz 香烟/n， 牡丹III型/nz 电视机/n， 联想/nz 电脑/n， 鳄鱼/nz 衬衣/n， 耐克/nz 鞋/n5. 以序号命名的名称一般不认为是专有名称。2/m 号/q 国道/n ，十一/m 届/q 三中全会/j如果前面有专名，合起来作为短语型专名。[中国/ns 101/m 国道/n]NZ， [中共/j 十一/m 届/q 三中全会/j]NZ，6. 书、报、杂志、文档、报告、协议、合同等的名称通常有书名号加以标识，不作为专有名词。由于这些名字往往较长，名字本身按常规处理。《/w 宁波/ns 日报/n 》/w ，《/w 鲁迅/nr 全集/n 》/w，中华/nz 读书/vn 报/n， 杜甫/nr 诗选/n，少数书名、报刊名等专有名称，则不切分。红楼梦/nz， 人民日报/nz，儒林外史/nz 7. 当有些专名无法分辨它们是人名还是地名或机构名时，暂标以nz。[巴黎/ns 贝尔希/nz 体育馆/n]NT，其中“贝尔希”只好暂标为nz。
+26,o,拟声词,取英语拟声词onomatopoeia的第1个字母。,哈哈/o 一/m 笑/v ，装载机/n 隆隆/o 推进/v ，
+27,p,介词,取英语介词prepositional的第1个字母。,对/p 子孙后代/n 负责/v ，以/p 煤/n 养/v 农/Ng ，为/p 治理/v 荒山/n 服务/v ， 把/p 青年/n 推/v 上/v 了/u 领导/vn 岗位/n ，
+28,q,量词,取英语quantity的第1个字母。,（参见数词m）首/m 批/q ，一/m 年/q ，
+29,Rg,代语素,代词性语素。代词代码为r，在语素的代码g前面置以R。,读者/n 就/d 是/v 这/r 两/m 棵/q 小树/n 扎根/v 于/p 斯/Rg 、/w 成长/v 于/p 斯/Rg 的/u 肥田/n 沃土/n ，
+30,r,代词,取英语代词pronoun的第2个字母，因p已用于介词。,单音节代词“本”、“每”、“各”、“诸”后接单音节名词时，和后接的单音节名词合为代词；当后接双音节名词时，应予切分。本报/r， 每人/r， 本社/r， 本/r 地区/n， 各/r 部门/n
+31,s,处所词,取英语space的第1个字母。,家里/s 的/u 电脑/n 都/d 联通/v 了/u 国际/n 互联网/n ，西部/s 交通/n 咽喉/n ，
+32,Tg,时语素,时间词性语素。时间词代码为t，在语素的代码g前面置以T。,３日/t 晚/Tg 在/p 总统府/n 发表/v 声明/n ，尊重/v 现/Tg 执政/vn 当局/n 的/u 权威/n ，
+33,t,时间词,取英语time的第1个字母。,1. 年月日时分秒，按年、月、日、时、分、秒切分，标注为t 。1997年/t 3月/t 19日/t 下午/t 2时/t 18分/t若数字后无表示时间的“年、月、日、时、分、秒”等的标为数词m。1998/m 中文/n 信息/n 处理/vn 国际/n 会议/n 2. 历史朝代的名称虽然有专有名词的性质，仍标注为t。西周/t， 秦朝/t， 东汉/t， 南北朝/t， 清代/t“牛年、虎年”等一律不予切分，标注为：牛年/t， 虎年/t， 甲午年/t， 甲午/t 战争/n， 庚子/t 赔款/n， 戊戌/t 变法/n
+34,u,助词,取英语助词auxiliary。,[[俄罗斯/ns 和/c 北约/j]NP-BL 之间/f [战略/n 伙伴/n 关系/n]NP 的/u 建立/vn]NP 填平/v 了/u [[欧洲/ns 安全/a 政治/n]NP 的/u 鸿沟/n]NP
+35,Vg,动语素,动词性语素。动词代码为v。在语素的代码g前面置以V。,洗/v 了/u 一个/m 舒舒服服/z 的/u 澡/Vg
+36,v,动词,取英语动词verb的第一个字母。,（参见 名词--n）[[[欧盟/j 扩大/v]S 的/u [历史性/n 决定/n]NP]NP 和/c [北约/j 开放/v]S]NP-BL [为/p [创建/v [一/m 种/q 新/a 的/u 欧洲/ns 安全/a 格局/n]NP]VP-SBI]PP-MD [奠定/v 了/u 基础/n]V-SBI ，，
+37,vd,副动词,直接作状语的动词。动词和副词的代码并在一起。,形势/n 会/v 持续/vd 好转/v ，认为/v 是/v 电话局/n 收/v 错/vd 了/u 费/n ，
+38,vn,名动词,指具有名词功能的动词。动词和名词的代码并在一起。,引起/v 人们/n 的/u 关注/vn 和/c 思考/vn ，收费/vn 电话/n 的/u 号码/n ，
+39,w,标点符号,,”/w ：/w
+40,x,非语素字,非语素字只是一个符号，字母x通常用于代表未知数、符号。,
+41,Yg,语气语素,语气词性语素。语气词代码为y。在语素的代码g前面置以Y。,唯/d 大力/d 者/k 能/v 致/v 之/u 耳/Yg
+42,y,语气词,取汉字“语”的声母。,会/v 泄露/v 用户/n 隐私/n 吗/y ，又/d 何在/v 呢/y ？
+43,z,状态词,取汉字“状”的声母的前一个字母。,取得/v 扎扎实实/z 的/u 突破性/n 进展/vn ，四季/n 常青/z 的/u 热带/n 树木/n ，短短/z 几/m 年/q 间，
--- a/cmkg/Hanlp/data/dictionary/person/nr.tr.txt
+++ b/cmkg/Hanlp/data/dictionary/person/nr.tr.txt
@ -0,0 +1,16 @@
+ ,A,B,C,D,E,F,G,K,L,M,S,U,V,X,Z
+A,20637728,0,0,0,0,0,0,195129,0,0,0,453,0,0,0
+B,0,1,155650,0,94221,0,2964,0,19,0,0,24,0,0,43757
+C,0,0,0,155393,0,0,0,0,0,0,0,47,461,0,0
+D,2409,3427,0,0,0,0,0,0,141568,16990,0,0,0,63,0
+E,1491,2198,0,0,1000,0,0,0,81654,9104,0,4,0,45,0
+F,0,20,0,0,0,0,0,0,0,0,0,0,0,0,0
+G,6,0,0,1000,0,0,0,0,2907,1000,0,0,0,0,0
+K,0,217510,0,0,0,18,0,0,0,0,0,0,0,7506,11
+L,256487,1000,0,0,0,0,0,0,0,0,0,7,0,0,0
+M,0,29629,0,0,0,0,0,0,0,0,0,0,0,526,0
+S,1097701,43031,0,0,1000,2,0,21858,0,0,0,32,0,928,1
+U,0,0,251,0,275,0,0,0,0,0,0,0,0,0,46
+V,447,13,0,0,0,1,0,19,0,0,0,0,0,0,0
+X,0,0,0,9064,0,0,0,0,0,0,0,5,18,0,0
+Z,594,807,0,0,0,0,0,0,38385,4010,0,0,0,19,0
--- a/cmkg/Hanlp/data/dictionary/person/nr.txt
+++ b/cmkg/Hanlp/data/dictionary/person/nr.txt
--- a/cmkg/Hanlp/data/dictionary/person/nr.txt.bin
+++ b/cmkg/Hanlp/data/dictionary/person/nr.txt.bin
--- a/cmkg/Hanlp/data/dictionary/person/nrf.txt
+++ b/cmkg/Hanlp/data/dictionary/person/nrf.txt
--- a/cmkg/Hanlp/data/dictionary/person/nrf.txt.trie.dat
+++ b/cmkg/Hanlp/data/dictionary/person/nrf.txt.trie.dat
--- a/cmkg/Hanlp/data/dictionary/person/nrj.txt
+++ b/cmkg/Hanlp/data/dictionary/person/nrj.txt
--- a/cmkg/Hanlp/data/dictionary/person/nrj.txt.trie.dat
+++ b/cmkg/Hanlp/data/dictionary/person/nrj.txt.trie.dat
--- a/cmkg/Hanlp/data/dictionary/person/nrj.txt.value.dat
+++ b/cmkg/Hanlp/data/dictionary/person/nrj.txt.value.dat
--- a/cmkg/Hanlp/data/dictionary/pinyin/pinyin.txt
+++ b/cmkg/Hanlp/data/dictionary/pinyin/pinyin.txt
--- a/cmkg/Hanlp/data/dictionary/pinyin/pinyin.txt.bin
+++ b/cmkg/Hanlp/data/dictionary/pinyin/pinyin.txt.bin
--- a/cmkg/Hanlp/data/dictionary/place/ns.tr.txt
+++ b/cmkg/Hanlp/data/dictionary/place/ns.tr.txt
@ -0,0 +1,11 @@
+ ,A,B,C,D,E,G,H,S,X,Z
+A,0,0,128976,0,0,118988,0,0,0,2579
+B,6960,0,630,0,0,762,0,0,0,223548
+C,0,0,0,57172,0,0,118369,0,0,0
+D,0,0,0,0,1931,0,55241,0,0,0
+E,0,0,0,0,0,0,1931,0,0,0
+G,97,109734,4096,0,0,3354,1766,0,15109,30172
+H,164,118756,9008,0,0,2843,0,0,11253,35283
+S,19157,0,1694,0,0,2342,0,0,0,1116397
+X,0,0,10652,0,0,15788,0,0,0,349
+Z,200190,4732,20485,0,0,20251,0,0,427,19965543
--- a/cmkg/Hanlp/data/dictionary/place/ns.txt
+++ b/cmkg/Hanlp/data/dictionary/place/ns.txt
--- a/cmkg/Hanlp/data/dictionary/place/ns.txt.bin
+++ b/cmkg/Hanlp/data/dictionary/place/ns.txt.bin
--- a/cmkg/Hanlp/data/dictionary/stopwords.txt
+++ b/cmkg/Hanlp/data/dictionary/stopwords.txt
--- a/cmkg/Hanlp/data/dictionary/stopwords.txt.bin
+++ b/cmkg/Hanlp/data/dictionary/stopwords.txt.bin
--- a/cmkg/Hanlp/data/dictionary/synonym/CoreSynonym.txt
+++ b/cmkg/Hanlp/data/dictionary/synonym/CoreSynonym.txt
--- a/cmkg/Hanlp/data/dictionary/tc/hk2s.bin
+++ b/cmkg/Hanlp/data/dictionary/tc/hk2s.bin
--- a/cmkg/Hanlp/data/dictionary/tc/hk2t.bin
+++ b/cmkg/Hanlp/data/dictionary/tc/hk2t.bin
--- a/cmkg/Hanlp/data/dictionary/tc/hk2tw.bin
+++ b/cmkg/Hanlp/data/dictionary/tc/hk2tw.bin
--- a/cmkg/Hanlp/data/dictionary/tc/s2hk.bin
+++ b/cmkg/Hanlp/data/dictionary/tc/s2hk.bin
--- a/cmkg/Hanlp/data/dictionary/tc/s2t.txt
+++ b/cmkg/Hanlp/data/dictionary/tc/s2t.txt
--- a/cmkg/Hanlp/data/dictionary/tc/s2t.txt.bin
+++ b/cmkg/Hanlp/data/dictionary/tc/s2t.txt.bin
--- a/cmkg/Hanlp/data/dictionary/tc/s2tw.bin
+++ b/cmkg/Hanlp/data/dictionary/tc/s2tw.bin
--- a/cmkg/Hanlp/data/dictionary/tc/t2hk.bin
+++ b/cmkg/Hanlp/data/dictionary/tc/t2hk.bin
--- a/cmkg/Hanlp/data/dictionary/tc/t2hk.txt
+++ b/cmkg/Hanlp/data/dictionary/tc/t2hk.txt
@ -0,0 +1,87 @@
+僞=偽
+兌=兑
+冑=胄
+冗=宂
+勳=勛
+南涌=南涌
+叄=叁
+啓=啟
+嘆=歎
+囪=囱
+大欖涌=大欖涌
+大涌=大涌
+妝=粧
+媼=媪
+嫋=裊
+嫺=嫻
+嬀=媯
+岩=巖
+悅=悦
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+戶=户
+挩=捝
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+檯=枱
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+沙魚涌=沙魚涌
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+溪涌=溪涌
+溫=温
+溼=濕
+潙=溈
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+熅=煴
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+皁=皂
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+繮=韁
+纔=才
+脫=脱
+膃=腽
+臥=卧
+臺=台
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+葵涌=葵涌
+蒕=蒀
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+蔿=蒍
+蘊=藴
+蛻=蜕
+蠔涌=蠔涌
+衆=眾
+衛=衞
+西涌=西涌
+覈=核
+說=説
+贗=贋
+踊=踴
+轀=輼
+醞=醖
+鉢=缽
+鉤=鈎
+銳=鋭
+閱=閲
+鰂魚涌=鰂魚涌
+鰮=鰛
+鱉=鼈
+麻涌=麻涌
+黎涌=黎涌
--- a/cmkg/Hanlp/data/dictionary/tc/t2s.txt
+++ b/cmkg/Hanlp/data/dictionary/tc/t2s.txt
--- a/cmkg/Hanlp/data/dictionary/tc/t2s.txt.bin
+++ b/cmkg/Hanlp/data/dictionary/tc/t2s.txt.bin
--- a/cmkg/Hanlp/data/dictionary/tc/t2tw.bin
+++ b/cmkg/Hanlp/data/dictionary/tc/t2tw.bin
--- a/cmkg/Hanlp/data/dictionary/tc/t2tw.txt
+++ b/cmkg/Hanlp/data/dictionary/tc/t2tw.txt
@ -0,0 +1,516 @@
+PN結=PN接面
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+重裝=重灌
+重載=過載
+金屬氧化物半導體=金氧半導體
+鈁=鍅
+鈈=鈽
+鉢=缽
+錄像=錄影
+錇=鉳
+鍀=鎝
+鎄=鑀
+鎇=鋂
+鎿=錼
+鏈接=連結
+鏈表=連結串列
+鏡像=映象
+鐦=鉲
+鑥=鎦
+門戶網站=入口網站
+門電路=閘電路
+閃存=快閃記憶體
+關係數據庫=關聯式資料庫
+阿塞拜疆=亞塞拜然
+阿拉伯聯合酋長國=阿拉伯聯合大公國
+隊列=佇列
+集成=整合
+集成電路=積體電路
+集羣=叢集
+雲存儲=雲端儲存
+雲計算=雲端計算
+面向對象=物件導向
+面向過程=程序導向
+音頻=音訊
+頁眉=頁首
+頁腳=頁尾
+項目=專案
+預處理器=前處理器
+頭文件=標頭檔案
+頻分多址=分頻多重進接
+頻分複用=分頻多工
+類型=型別
+類模板=類别範本
+顯像管=映象管
+顯卡=顯示卡
+顯存=視訊記憶體
+飛行模式=飛航模式
+首席信息官=資訊長
+首席執行官=執行長
+首席技術官=技術長
+首席運營官=營運長
+香農=夏農
+馬爾代夫=馬爾地夫
+馬里共和國=馬利共和國
+高性能計算=高效能運算
+高端=高階
+高級=高階
+高速緩存=快取記憶體
+鮎=鯰
+麪=麵
+默認=預設
+默認值=預設值
+點擊=點選
+鼠標=滑鼠
+齶=顎
--- a/cmkg/Hanlp/data/dictionary/tc/tw2hk.bin
+++ b/cmkg/Hanlp/data/dictionary/tc/tw2hk.bin
--- a/cmkg/Hanlp/data/dictionary/tc/tw2s.bin
+++ b/cmkg/Hanlp/data/dictionary/tc/tw2s.bin
--- a/cmkg/Hanlp/data/dictionary/tc/tw2t.bin
+++ b/cmkg/Hanlp/data/dictionary/tc/tw2t.bin
--- a/cmkg/Hanlp/data/model/crf/pku199801/cws.txt.bin
+++ b/cmkg/Hanlp/data/model/crf/pku199801/cws.txt.bin
--- a/cmkg/Hanlp/data/model/crf/pku199801/ner.txt.bin
+++ b/cmkg/Hanlp/data/model/crf/pku199801/ner.txt.bin
--- a/cmkg/Hanlp/data/model/crf/pku199801/pos.txt.bin
+++ b/cmkg/Hanlp/data/model/crf/pku199801/pos.txt.bin
--- a/cmkg/Hanlp/data/model/dependency/NNParserModel.licence.txt
+++ b/cmkg/Hanlp/data/model/dependency/NNParserModel.licence.txt
@ -0,0 +1,13 @@
+严正声明，保护版权，支持开源，商用责任自负！
+本NeuralNetworkParser由hankcs移植自LTP的C++代码，将内部数据结构及分词、标注模块替换为HanLP原生。
+仅供科研人员、NLP爱好者学习研究用；如果您在HanLP移植的NeuralNetworkParser的基础上取得了研究成果，请您注明“使用了HanLP汉语言处理包（https://github.com/hankcs/HanLP）中移植的LTP依存句法分析模块”，并按LTP的要求添加相应声明；
+如作商业用途，必须遵守LTP开源协议中的付费规定！
+
+
+附录：LTP开源协议
+
+开源协议
+语言技术平台面向国内外大学、中科院各研究所以及个人研究者免费开放源代码，但如上述机构和个人将该平台用于商业目的（如企业合作项目等）则需要付费。
+除上述机构以外的企事业单位，如申请使用该平台，需付费。
+凡涉及付费问题，请发邮件到 car@ir.hit.edu.cn 洽商。
+如果您在LTP基础上发表论文或取得科研成果，请您在发表论文和申报成果时声明“使用了哈工大社会计算与信息检索研究中心研制的语言技术平台（LTP）”，参考文献中加入以下论文： Wanxiang Che, Zhenghua Li, Ting Liu. LTP: A Chinese Language Technology Platform. In Proceedings of the Coling 2010:Demonstrations. 2010.08, pp13-16, Beijing, China. 同时，发信给 car@ir.hit.edu.cn ，说明发表论文或申报成果的题目、出处等。
--- a/cmkg/Hanlp/data/question/question_classification.txt
+++ b/cmkg/Hanlp/data/question/question_classification.txt
@ -0,0 +1,4 @@
+0：nm 治疗方法
+1：nm 症状
+2：nhm 用法
+3：nhm 作用
--- a/cmkg/Hanlp/data/question/vocabulary.txt
+++ b/cmkg/Hanlp/data/question/vocabulary.txt
@ -0,0 +1,20 @@
+0：—
+1：症状
+2：样
+3：吃
+4：怎么
+5：药
+6：情况
+7：表现
+8：治疗
+9：吗
+10：方法
+11：有
+12：解决
+13：怎样
+14：作用
+15：使用
+16：能
+17：病
+18：用量
+19：多少
--- a/cmkg/Hanlp/data/question/【0】治疗方法.txt
+++ b/cmkg/Hanlp/data/question/【0】治疗方法.txt
@ -0,0 +1,10 @@
+nm要怎么吃药
+nm可以吃什么药
+nm的治疗方法
+nm怎么治
+nm怎么办
+nm怎么解决
+nm要吃什么药
+nm可以怎么吃药
+nm的解决办法
+nm要吃什么药
--- a/cmkg/Hanlp/data/question/【1】症状.txt
+++ b/cmkg/Hanlp/data/question/【1】症状.txt
@ -0,0 +1,11 @@
+nm有什么表现
+得nm会怎样
+nm有什么症状
+nm是什么样子
+得nm会出现什么
+得nm是什么样的
+得nm会出现什么情况
+nm的症状是什么
+nm的表现是什么
+nm的症状
+nm的表现
--- a/cmkg/Hanlp/data/question/【2】用法.txt
+++ b/cmkg/Hanlp/data/question/【2】用法.txt
@ -0,0 +1,8 @@
+nhm 的使用方法
+nhm 的操作方法
+nhm 的用法
+nhm 怎么用
+nhm 一天吃多少次合适
+nhm  一次吃多少合适
+nhm  的用量
+
--- a/cmkg/Hanlp/data/question/【3】作用.txt
+++ b/cmkg/Hanlp/data/question/【3】作用.txt
@ -0,0 +1,8 @@
+nhm 的作用
+nhm 的作用是什么
+nhm 有什么用
+nhm 能XXX吗
+nhm 对XXX有用吗
+nhm  能治疗XX病吗
+nhm  可以治什么疾病
+
--- a/cmkg/Hanlp/data/version.txt
+++ b/cmkg/Hanlp/data/version.txt
@ -0,0 +1 @@
+1.7.5
--- a/cmkg/mvnw
+++ b/cmkg/mvnw
@ -0,0 +1,310 @@
+#!/bin/sh
+# ----------------------------------------------------------------------------
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#    https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+# ----------------------------------------------------------------------------
+
+# ----------------------------------------------------------------------------
+# Maven2 Start Up Batch script
+#
+# Required ENV vars:
+# ------------------
+#   JAVA_HOME - location of a JDK home dir
+#
+# Optional ENV vars
+# -----------------
+#   M2_HOME - location of maven2's installed home dir
+#   MAVEN_OPTS - parameters passed to the Java VM when running Maven
+#     e.g. to debug Maven itself, use
+#       set MAVEN_OPTS=-Xdebug -Xrunjdwp:transport=dt_socket,server=y,suspend=y,address=8000
+#   MAVEN_SKIP_RC - flag to disable loading of mavenrc files
+# ----------------------------------------------------------------------------
+
+if [ -z "$MAVEN_SKIP_RC" ] ; then
+
+  if [ -f /etc/mavenrc ] ; then
+    . /etc/mavenrc
+  fi
+
+  if [ -f "$HOME/.mavenrc" ] ; then
+    . "$HOME/.mavenrc"
+  fi
+
+fi
+
+# OS specific support.  $var _must_ be set to either true or false.
+cygwin=false;
+darwin=false;
+mingw=false
+case "`uname`" in
+  CYGWIN*) cygwin=true ;;
+  MINGW*) mingw=true;;
+  Darwin*) darwin=true
+    # Use /usr/libexec/java_home if available, otherwise fall back to /Library/Java/Home
+    # See https://developer.apple.com/library/mac/qa/qa1170/_index.html
+    if [ -z "$JAVA_HOME" ]; then
+      if [ -x "/usr/libexec/java_home" ]; then
+        export JAVA_HOME="`/usr/libexec/java_home`"
+      else
+        export JAVA_HOME="/Library/Java/Home"
+      fi
+    fi
+    ;;
+esac
+
+if [ -z "$JAVA_HOME" ] ; then
+  if [ -r /etc/gentoo-release ] ; then
+    JAVA_HOME=`java-config --jre-home`
+  fi
+fi
+
+if [ -z "$M2_HOME" ] ; then
+  ## resolve links - $0 may be a link to maven's home
+  PRG="$0"
+
+  # need this for relative symlinks
+  while [ -h "$PRG" ] ; do
+    ls=`ls -ld "$PRG"`
+    link=`expr "$ls" : '.*-> \(.*\)$'`
+    if expr "$link" : '/.*' > /dev/null; then
+      PRG="$link"
+    else
+      PRG="`dirname "$PRG"`/$link"
+    fi
+  done
+
+  saveddir=`pwd`
+
+  M2_HOME=`dirname "$PRG"`/..
+
+  # make it fully qualified
+  M2_HOME=`cd "$M2_HOME" && pwd`
+
+  cd "$saveddir"
+  # echo Using m2 at $M2_HOME
+fi
+
+# For Cygwin, ensure paths are in UNIX format before anything is touched
+if $cygwin ; then
+  [ -n "$M2_HOME" ] &&
+    M2_HOME=`cygpath --unix "$M2_HOME"`
+  [ -n "$JAVA_HOME" ] &&
+    JAVA_HOME=`cygpath --unix "$JAVA_HOME"`
+  [ -n "$CLASSPATH" ] &&
+    CLASSPATH=`cygpath --path --unix "$CLASSPATH"`
+fi
+
+# For Mingw, ensure paths are in UNIX format before anything is touched
+if $mingw ; then
+  [ -n "$M2_HOME" ] &&
+    M2_HOME="`(cd "$M2_HOME"; pwd)`"
+  [ -n "$JAVA_HOME" ] &&
+    JAVA_HOME="`(cd "$JAVA_HOME"; pwd)`"
+fi
+
+if [ -z "$JAVA_HOME" ]; then
+  javaExecutable="`which javac`"
+  if [ -n "$javaExecutable" ] && ! [ "`expr \"$javaExecutable\" : '\([^ ]*\)'`" = "no" ]; then
+    # readlink(1) is not available as standard on Solaris 10.
+    readLink=`which readlink`
+    if [ ! `expr "$readLink" : '\([^ ]*\)'` = "no" ]; then
+      if $darwin ; then
+        javaHome="`dirname \"$javaExecutable\"`"
+        javaExecutable="`cd \"$javaHome\" && pwd -P`/javac"
+      else
+        javaExecutable="`readlink -f \"$javaExecutable\"`"
+      fi
+      javaHome="`dirname \"$javaExecutable\"`"
+      javaHome=`expr "$javaHome" : '\(.*\)/bin'`
+      JAVA_HOME="$javaHome"
+      export JAVA_HOME
+    fi
+  fi
+fi
+
+if [ -z "$JAVACMD" ] ; then
+  if [ -n "$JAVA_HOME"  ] ; then
+    if [ -x "$JAVA_HOME/jre/sh/java" ] ; then
+      # IBM's JDK on AIX uses strange locations for the executables
+      JAVACMD="$JAVA_HOME/jre/sh/java"
+    else
+      JAVACMD="$JAVA_HOME/bin/java"
+    fi
+  else
+    JAVACMD="`which java`"
+  fi
+fi
+
+if [ ! -x "$JAVACMD" ] ; then
+  echo "Error: JAVA_HOME is not defined correctly." >&2
+  echo "  We cannot execute $JAVACMD" >&2
+  exit 1
+fi
+
+if [ -z "$JAVA_HOME" ] ; then
+  echo "Warning: JAVA_HOME environment variable is not set."
+fi
+
+CLASSWORLDS_LAUNCHER=org.codehaus.plexus.classworlds.launcher.Launcher
+
+# traverses directory structure from process work directory to filesystem root
+# first directory with .mvn subdirectory is considered project base directory
+find_maven_basedir() {
+
+  if [ -z "$1" ]
+  then
+    echo "Path not specified to find_maven_basedir"
+    return 1
+  fi
+
+  basedir="$1"
+  wdir="$1"
+  while [ "$wdir" != '/' ] ; do
+    if [ -d "$wdir"/.mvn ] ; then
+      basedir=$wdir
+      break
+    fi
+    # workaround for JBEAP-8937 (on Solaris 10/Sparc)
+    if [ -d "${wdir}" ]; then
+      wdir=`cd "$wdir/.."; pwd`
+    fi
+    # end of workaround
+  done
+  echo "${basedir}"
+}
+
+# concatenates all lines of a file
+concat_lines() {
+  if [ -f "$1" ]; then
+    echo "$(tr -s '\n' ' ' < "$1")"
+  fi
+}
+
+BASE_DIR=`find_maven_basedir "$(pwd)"`
+if [ -z "$BASE_DIR" ]; then
+  exit 1;
+fi
+
+##########################################################################################
+# Extension to allow automatically downloading the maven-wrapper.jar from Maven-central
+# This allows using the maven wrapper in projects that prohibit checking in binary data.
+##########################################################################################
+if [ -r "$BASE_DIR/.mvn/wrapper/maven-wrapper.jar" ]; then
+    if [ "$MVNW_VERBOSE" = true ]; then
+      echo "Found .mvn/wrapper/maven-wrapper.jar"
+    fi
+else
+    if [ "$MVNW_VERBOSE" = true ]; then
+      echo "Couldn't find .mvn/wrapper/maven-wrapper.jar, downloading it ..."
+    fi
+    if [ -n "$MVNW_REPOURL" ]; then
+      jarUrl="$MVNW_REPOURL/io/takari/maven-wrapper/0.5.5/maven-wrapper-0.5.5.jar"
+    else
+      jarUrl="https://repo.maven.apache.org/maven2/io/takari/maven-wrapper/0.5.5/maven-wrapper-0.5.5.jar"
+    fi
+    while IFS="=" read key value; do
+      case "$key" in (wrapperUrl) jarUrl="$value"; break ;;
+      esac
+    done < "$BASE_DIR/.mvn/wrapper/maven-wrapper.properties"
+    if [ "$MVNW_VERBOSE" = true ]; then
+      echo "Downloading from: $jarUrl"
+    fi
+    wrapperJarPath="$BASE_DIR/.mvn/wrapper/maven-wrapper.jar"
+    if $cygwin; then
+      wrapperJarPath=`cygpath --path --windows "$wrapperJarPath"`
+    fi
+
+    if command -v wget > /dev/null; then
+        if [ "$MVNW_VERBOSE" = true ]; then
+          echo "Found wget ... using wget"
+        fi
+        if [ -z "$MVNW_USERNAME" ] || [ -z "$MVNW_PASSWORD" ]; then
+            wget "$jarUrl" -O "$wrapperJarPath"
+        else
+            wget --http-user=$MVNW_USERNAME --http-password=$MVNW_PASSWORD "$jarUrl" -O "$wrapperJarPath"
+        fi
+    elif command -v curl > /dev/null; then
+        if [ "$MVNW_VERBOSE" = true ]; then
+          echo "Found curl ... using curl"
+        fi
+        if [ -z "$MVNW_USERNAME" ] || [ -z "$MVNW_PASSWORD" ]; then
+            curl -o "$wrapperJarPath" "$jarUrl" -f
+        else
+            curl --user $MVNW_USERNAME:$MVNW_PASSWORD -o "$wrapperJarPath" "$jarUrl" -f
+        fi
+        
+    else
+        if [ "$MVNW_VERBOSE" = true ]; then
+          echo "Falling back to using Java to download"
+        fi
+        javaClass="$BASE_DIR/.mvn/wrapper/MavenWrapperDownloader.java"
+        # For Cygwin, switch paths to Windows format before running javac
+        if $cygwin; then
+          javaClass=`cygpath --path --windows "$javaClass"`
+        fi
+        if [ -e "$javaClass" ]; then
+            if [ ! -e "$BASE_DIR/.mvn/wrapper/MavenWrapperDownloader.class" ]; then
+                if [ "$MVNW_VERBOSE" = true ]; then
+                  echo " - Compiling MavenWrapperDownloader.java ..."
+                fi
+                # Compiling the Java class
+                ("$JAVA_HOME/bin/javac" "$javaClass")
+            fi
+            if [ -e "$BASE_DIR/.mvn/wrapper/MavenWrapperDownloader.class" ]; then
+                # Running the downloader
+                if [ "$MVNW_VERBOSE" = true ]; then
+                  echo " - Running MavenWrapperDownloader.java ..."
+                fi
+                ("$JAVA_HOME/bin/java" -cp .mvn/wrapper MavenWrapperDownloader "$MAVEN_PROJECTBASEDIR")
+            fi
+        fi
+    fi
+fi
+##########################################################################################
+# End of extension
+##########################################################################################
+
+export MAVEN_PROJECTBASEDIR=${MAVEN_BASEDIR:-"$BASE_DIR"}
+if [ "$MVNW_VERBOSE" = true ]; then
+  echo $MAVEN_PROJECTBASEDIR
+fi
+MAVEN_OPTS="$(concat_lines "$MAVEN_PROJECTBASEDIR/.mvn/jvm.config") $MAVEN_OPTS"
+
+# For Cygwin, switch paths to Windows format before running java
+if $cygwin; then
+  [ -n "$M2_HOME" ] &&
+    M2_HOME=`cygpath --path --windows "$M2_HOME"`
+  [ -n "$JAVA_HOME" ] &&
+    JAVA_HOME=`cygpath --path --windows "$JAVA_HOME"`
+  [ -n "$CLASSPATH" ] &&
+    CLASSPATH=`cygpath --path --windows "$CLASSPATH"`
+  [ -n "$MAVEN_PROJECTBASEDIR" ] &&
+    MAVEN_PROJECTBASEDIR=`cygpath --path --windows "$MAVEN_PROJECTBASEDIR"`
+fi
+
+# Provide a "standardized" way to retrieve the CLI args that will
+# work with both Windows and non-Windows executions.
+MAVEN_CMD_LINE_ARGS="$MAVEN_CONFIG $@"
+export MAVEN_CMD_LINE_ARGS
+
+WRAPPER_LAUNCHER=org.apache.maven.wrapper.MavenWrapperMain
+
+exec "$JAVACMD" \
+  $MAVEN_OPTS \
+  -classpath "$MAVEN_PROJECTBASEDIR/.mvn/wrapper/maven-wrapper.jar" \
+  "-Dmaven.home=${M2_HOME}" "-Dmaven.multiModuleProjectDirectory=${MAVEN_PROJECTBASEDIR}" \
+  ${WRAPPER_LAUNCHER} $MAVEN_CONFIG "$@"
--- a/cmkg/mvnw.cmd
+++ b/cmkg/mvnw.cmd
@ -0,0 +1,182 @@
+@REM ----------------------------------------------------------------------------
+@REM Licensed to the Apache Software Foundation (ASF) under one
+@REM or more contributor license agreements.  See the NOTICE file
+@REM distributed with this work for additional information
+@REM regarding copyright ownership.  The ASF licenses this file
+@REM to you under the Apache License, Version 2.0 (the
+@REM "License"); you may not use this file except in compliance
+@REM with the License.  You may obtain a copy of the License at
+@REM
+@REM    https://www.apache.org/licenses/LICENSE-2.0
+@REM
+@REM Unless required by applicable law or agreed to in writing,
+@REM software distributed under the License is distributed on an
+@REM "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+@REM KIND, either express or implied.  See the License for the
+@REM specific language governing permissions and limitations
+@REM under the License.
+@REM ----------------------------------------------------------------------------
+
+@REM ----------------------------------------------------------------------------
+@REM Maven2 Start Up Batch script
+@REM
+@REM Required ENV vars:
+@REM JAVA_HOME - location of a JDK home dir
+@REM
+@REM Optional ENV vars
+@REM M2_HOME - location of maven2's installed home dir
+@REM MAVEN_BATCH_ECHO - set to 'on' to enable the echoing of the batch commands
+@REM MAVEN_BATCH_PAUSE - set to 'on' to wait for a key stroke before ending
+@REM MAVEN_OPTS - parameters passed to the Java VM when running Maven
+@REM     e.g. to debug Maven itself, use
+@REM set MAVEN_OPTS=-Xdebug -Xrunjdwp:transport=dt_socket,server=y,suspend=y,address=8000
+@REM MAVEN_SKIP_RC - flag to disable loading of mavenrc files
+@REM ----------------------------------------------------------------------------
+
+@REM Begin all REM lines with '@' in case MAVEN_BATCH_ECHO is 'on'
+@echo off
+@REM set title of command window
+title %0
+@REM enable echoing by setting MAVEN_BATCH_ECHO to 'on'
+@if "%MAVEN_BATCH_ECHO%" == "on"  echo %MAVEN_BATCH_ECHO%
+
+@REM set %HOME% to equivalent of $HOME
+if "%HOME%" == "" (set "HOME=%HOMEDRIVE%%HOMEPATH%")
+
+@REM Execute a user defined script before this one
+if not "%MAVEN_SKIP_RC%" == "" goto skipRcPre
+@REM check for pre script, once with legacy .bat ending and once with .cmd ending
+if exist "%HOME%\mavenrc_pre.bat" call "%HOME%\mavenrc_pre.bat"
+if exist "%HOME%\mavenrc_pre.cmd" call "%HOME%\mavenrc_pre.cmd"
+:skipRcPre
+
+@setlocal
+
+set ERROR_CODE=0
+
+@REM To isolate internal variables from possible post scripts, we use another setlocal
+@setlocal
+
+@REM ==== START VALIDATION ====
+if not "%JAVA_HOME%" == "" goto OkJHome
+
+echo.
+echo Error: JAVA_HOME not found in your environment. >&2
+echo Please set the JAVA_HOME variable in your environment to match the >&2
+echo location of your Java installation. >&2
+echo.
+goto error
+
+:OkJHome
+if exist "%JAVA_HOME%\bin\java.exe" goto init
+
+echo.
+echo Error: JAVA_HOME is set to an invalid directory. >&2
+echo JAVA_HOME = "%JAVA_HOME%" >&2
+echo Please set the JAVA_HOME variable in your environment to match the >&2
+echo location of your Java installation. >&2
+echo.
+goto error
+
+@REM ==== END VALIDATION ====
+
+:init
+
+@REM Find the project base dir, i.e. the directory that contains the folder ".mvn".
+@REM Fallback to current working directory if not found.
+
+set MAVEN_PROJECTBASEDIR=%MAVEN_BASEDIR%
+IF NOT "%MAVEN_PROJECTBASEDIR%"=="" goto endDetectBaseDir
+
+set EXEC_DIR=%CD%
+set WDIR=%EXEC_DIR%
+:findBaseDir
+IF EXIST "%WDIR%"\.mvn goto baseDirFound
+cd ..
+IF "%WDIR%"=="%CD%" goto baseDirNotFound
+set WDIR=%CD%
+goto findBaseDir
+
+:baseDirFound
+set MAVEN_PROJECTBASEDIR=%WDIR%
+cd "%EXEC_DIR%"
+goto endDetectBaseDir
+
+:baseDirNotFound
+set MAVEN_PROJECTBASEDIR=%EXEC_DIR%
+cd "%EXEC_DIR%"
+
+:endDetectBaseDir
+
+IF NOT EXIST "%MAVEN_PROJECTBASEDIR%\.mvn\jvm.config" goto endReadAdditionalConfig
+
+@setlocal EnableExtensions EnableDelayedExpansion
+for /F "usebackq delims=" %%a in ("%MAVEN_PROJECTBASEDIR%\.mvn\jvm.config") do set JVM_CONFIG_MAVEN_PROPS=!JVM_CONFIG_MAVEN_PROPS! %%a
+@endlocal & set JVM_CONFIG_MAVEN_PROPS=%JVM_CONFIG_MAVEN_PROPS%
+
+:endReadAdditionalConfig
+
+SET MAVEN_JAVA_EXE="%JAVA_HOME%\bin\java.exe"
+set WRAPPER_JAR="%MAVEN_PROJECTBASEDIR%\.mvn\wrapper\maven-wrapper.jar"
+set WRAPPER_LAUNCHER=org.apache.maven.wrapper.MavenWrapperMain
+
+set DOWNLOAD_URL="https://repo.maven.apache.org/maven2/io/takari/maven-wrapper/0.5.5/maven-wrapper-0.5.5.jar"
+
+FOR /F "tokens=1,2 delims==" %%A IN ("%MAVEN_PROJECTBASEDIR%\.mvn\wrapper\maven-wrapper.properties") DO (
+    IF "%%A"=="wrapperUrl" SET DOWNLOAD_URL=%%B
+)
+
+@REM Extension to allow automatically downloading the maven-wrapper.jar from Maven-central
+@REM This allows using the maven wrapper in projects that prohibit checking in binary data.
+if exist %WRAPPER_JAR% (
+    if "%MVNW_VERBOSE%" == "true" (
+        echo Found %WRAPPER_JAR%
+    )
+) else (
+    if not "%MVNW_REPOURL%" == "" (
+        SET DOWNLOAD_URL="%MVNW_REPOURL%/io/takari/maven-wrapper/0.5.5/maven-wrapper-0.5.5.jar"
+    )
+    if "%MVNW_VERBOSE%" == "true" (
+        echo Couldn't find %WRAPPER_JAR%, downloading it ...
+        echo Downloading from: %DOWNLOAD_URL%
+    )
+
+    powershell -Command "&{"^
+		"$webclient = new-object System.Net.WebClient;"^
+		"if (-not ([string]::IsNullOrEmpty('%MVNW_USERNAME%') -and [string]::IsNullOrEmpty('%MVNW_PASSWORD%'))) {"^
+		"$webclient.Credentials = new-object System.Net.NetworkCredential('%MVNW_USERNAME%', '%MVNW_PASSWORD%');"^
+		"}"^
+		"[Net.ServicePointManager]::SecurityProtocol = [Net.SecurityProtocolType]::Tls12; $webclient.DownloadFile('%DOWNLOAD_URL%', '%WRAPPER_JAR%')"^
+		"}"
+    if "%MVNW_VERBOSE%" == "true" (
+        echo Finished downloading %WRAPPER_JAR%
+    )
+)
+@REM End of extension
+
+@REM Provide a "standardized" way to retrieve the CLI args that will
+@REM work with both Windows and non-Windows executions.
+set MAVEN_CMD_LINE_ARGS=%*
+
+%MAVEN_JAVA_EXE% %JVM_CONFIG_MAVEN_PROPS% %MAVEN_OPTS% %MAVEN_DEBUG_OPTS% -classpath %WRAPPER_JAR% "-Dmaven.multiModuleProjectDirectory=%MAVEN_PROJECTBASEDIR%" %WRAPPER_LAUNCHER% %MAVEN_CONFIG% %*
+if ERRORLEVEL 1 goto error
+goto end
+
+:error
+set ERROR_CODE=1
+
+:end
+@endlocal & set ERROR_CODE=%ERROR_CODE%
+
+if not "%MAVEN_SKIP_RC%" == "" goto skipRcPost
+@REM check for post script, once with legacy .bat ending and once with .cmd ending
+if exist "%HOME%\mavenrc_post.bat" call "%HOME%\mavenrc_post.bat"
+if exist "%HOME%\mavenrc_post.cmd" call "%HOME%\mavenrc_post.cmd"
+:skipRcPost
+
+@REM pause the script if MAVEN_BATCH_PAUSE is set to 'on'
+if "%MAVEN_BATCH_PAUSE%" == "on" pause
+
+if "%MAVEN_TERMINATE_CMD%" == "on" exit %ERROR_CODE%
+
+exit /B %ERROR_CODE%
--- a/cmkg/pom.xml
+++ b/cmkg/pom.xml
@ -0,0 +1,91 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+    <parent>
+        <groupId>org.springframework.boot</groupId>
+        <artifactId>spring-boot-starter-parent</artifactId>
+        <version>2.2.2.RELEASE</version>
+        <relativePath/> <!-- lookup parent from repository -->
+    </parent>
+    <groupId>com.cmkg</groupId>
+    <artifactId>cmkg</artifactId>
+    <version>0.0.1-SNAPSHOT</version>
+    <name>cmkg</name>
+    <description>Demo project for Spring Boot</description>
+
+    <properties>
+        <java.version>1.8</java.version>
+    </properties>
+    <repositories>
+        <repository>
+            <id>alimaven</id>
+            <name>aliyun maven</name>
+            <url>http://maven.aliyun.com/nexus/content/groups/public/</url>
+        </repository>
+    </repositories>
+    <dependencies>
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-data-neo4j</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-web</artifactId>
+        </dependency>
+
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-test</artifactId>
+            <scope>test</scope>
+            <exclusions>
+                <exclusion>
+                    <groupId>org.junit.vintage</groupId>
+                    <artifactId>junit-vintage-engine</artifactId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+
+<!--        spark包-->
+        <dependency>
+            <groupId>org.apache.spark</groupId>
+            <artifactId>spark-core_2.11</artifactId>
+            <version>2.3.0</version>
+
+        </dependency>
+        <!-- https://mvnrepository.com/artifact/org.apache.spark/spark-mllib -->
+        <dependency>
+            <groupId>org.apache.spark</groupId>
+            <artifactId>spark-mllib_2.11</artifactId>
+            <version>2.3.0</version>
+        </dependency>
+        <dependency>
+            <groupId>com.hankcs</groupId>
+            <artifactId>hanlp</artifactId>
+            <version>portable-1.7.1</version>
+        </dependency>
+        <dependency>
+            <groupId>org.codehaus.janino</groupId>
+            <artifactId>janino</artifactId>
+            <version>3.0.8</version>
+        </dependency>
+
+
+    </dependencies>
+    <pluginRepositories>
+        <pluginRepository>
+            <id>alimaven spring plugin</id>
+            <name>alimaven spring plugin</name>
+            <url>https://maven.aliyun.com/repository/spring-plugin</url>
+        </pluginRepository>
+    </pluginRepositories>
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>org.springframework.boot</groupId>
+                <artifactId>spring-boot-maven-plugin</artifactId>
+            </plugin>
+        </plugins>
+    </build>
+
+</project>
--- a/cmkg/src/main/java/com/cmkg/cmkg/CmkgApplication.java
+++ b/cmkg/src/main/java/com/cmkg/cmkg/CmkgApplication.java
@ -0,0 +1,13 @@
+package com.cmkg.cmkg;
+
+import org.springframework.boot.SpringApplication;
+import org.springframework.boot.autoconfigure.SpringBootApplication;
+
+@SpringBootApplication
+public class CmkgApplication {
+
+    public static void main(String[] args) {
+        SpringApplication.run(CmkgApplication.class, args);
+    }
+
+}
--- a/cmkg/src/main/java/com/cmkg/cmkg/Controller/QuestionController.java
+++ b/cmkg/src/main/java/com/cmkg/cmkg/Controller/QuestionController.java
@ -0,0 +1,74 @@
+package com.cmkg.cmkg.Controller;
+
+
+import com.cmkg.cmkg.database.ReturnData;
+import com.cmkg.cmkg.node.disease;
+import com.cmkg.cmkg.node.medicine;
+import com.cmkg.cmkg.repository.QuestionRespository;
+import com.cmkg.cmkg.server.QuestionService;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RequestParam;
+import org.springframework.web.bind.annotation.RestController;
+
+@RestController
+@RequestMapping("/rest/cmkg/question")
+public class QuestionController {
+    @Autowired
+    QuestionService questionService;
+    //做个小测试
+    @Autowired
+    public QuestionRespository questionRespository;
+    public String Search_disease_Success="查找病症成功";
+    public String Search_medicine_Success="查找药品成功";
+    public String SearchFaile="查找信息失败";
+    public int code;
+
+    ReturnData rd=new ReturnData();
+    disease dis=new disease();
+    medicine med=new medicine();
+
+    @RequestMapping("/hello")
+        public String JudgeAtrribute(@RequestParam("name") String name){
+        String re = null;
+        try {
+            re = questionService.answer(name);
+            System.out.println(re);
+        } catch (Exception e) {
+            re = "有错误";
+            e.printStackTrace();
+        }
+        //去每个表里做查找，找到了的话做查询
+//        System.out.println(questionRespository);
+//        System.out.println(name);
+//        Long i = questionRespository.getDiseaseId(name);
+//        System.out.println(i);
+//            if(questionRespository.getDiseaseId(name)!=0){//说明输入的事病症
+//                String symptom=questionRespository.getDiseaseSymptom(name);
+//                String[] tomedicine=questionRespository.getDiseaseToMedicine(name);
+//                dis.setName(name);
+//                dis.setSyptom(symptom);
+//                dis.setTeammates(tomedicine);
+//                rd.setMessage(Search_disease_Success);
+//                rd.setCode(200);
+//                rd.setData(dis);
+//                return rd;
+//            }else if(questionRespository.getMedicineId(name)!=0){//说明输入的是养生方法或药品名称
+//                String operation=questionRespository.getMedicineOperation(name);
+//                String syndromes=questionRespository.getMedicineSyndromes(name);
+//                med.setName(name);
+//                med.setOperation(operation);
+//                med.setSyndromes(syndromes);
+//                rd.setCode(200);
+//                rd.setMessage(Search_medicine_Success);
+//                rd.setData(med);
+//                return rd;
+//            }else{
+//                rd.setMessage(SearchFaile);
+//                rd.setCode(502);
+//                return rd;
+//            }
+
+            return re;
+        }
+}
--- a/cmkg/src/main/java/com/cmkg/cmkg/database/ReturnData.java
+++ b/cmkg/src/main/java/com/cmkg/cmkg/database/ReturnData.java
@ -0,0 +1,37 @@
+package com.cmkg.cmkg.database;
+
+import com.cmkg.cmkg.node.disease;
+import com.cmkg.cmkg.node.medicine;
+
+public class ReturnData {
+
+    private String message;
+//  private com.cmkg.cmkg.node.disease disease_data;
+    private Object data;
+    private int code;
+
+    public void setMessage(String message){
+        this.message=message;
+    }
+
+
+    public void setCode(int code){
+        this.code=code;
+    }
+
+    public String getMessage(){
+        return message;
+    }
+
+    public int getCode(){
+        return code;
+    }
+
+    public void setData(Object data) {
+        this.data = data;
+    }
+
+    public Object getData() {
+        return data;
+    }
+}
--- a/cmkg/src/main/java/com/cmkg/cmkg/database/info
+++ b/cmkg/src/main/java/com/cmkg/cmkg/database/info
@ -0,0 +1 @@
+保存mysql的数据实体信息
--- a/cmkg/src/main/java/com/cmkg/cmkg/node/disease.java
+++ b/cmkg/src/main/java/com/cmkg/cmkg/node/disease.java
@ -0,0 +1,69 @@
+package com.cmkg.cmkg.node;
+
+
+import org.neo4j.ogm.annotation.GeneratedValue;
+import org.neo4j.ogm.annotation.Id;
+import org.neo4j.ogm.annotation.NodeEntity;
+import org.neo4j.ogm.annotation.Relationship;
+
+import java.util.Set;
+
+@NodeEntity
+public class Disease {
+
+    @Id @GeneratedValue private Long did;
+    private String name;
+    private String syptom;
+    private String proune;
+    private String mchar;
+    @Relationship(type = "my", direction = Relationship.DIRECTION)
+    public String[] teammates;
+
+    public Long getDid() {
+        return did;
+    }
+
+    public String getName() {
+        return name;
+    }
+
+    public String getSyptom() {
+        return syptom;
+    }
+
+    public String getProune() {
+        return proune;
+    }
+
+    public String getMchar() {
+        return mchar;
+    }
+
+    public void setDid(Long did) {
+        this.did = did;
+    }
+
+    public void setName(String name) {
+        this.name = name;
+    }
+
+    public void setSyptom(String syptom) {
+        this.syptom = syptom;
+    }
+
+    public void setProune(String proune) {
+        this.proune = proune;
+    }
+
+    public void setMchar(String mchar) {
+        this.mchar = mchar;
+    }
+
+    public  String[] getTeammates() {
+        return teammates;
+    }
+
+    public void setTeammates(String[] teammates) {
+        this.teammates = teammates;
+    }
+}
--- a/cmkg/src/main/java/com/cmkg/cmkg/node/info
+++ b/cmkg/src/main/java/com/cmkg/cmkg/node/info
@ -0,0 +1 @@
+保存图数据库的节点信息
--- a/cmkg/src/main/java/com/cmkg/cmkg/node/medicine.java
+++ b/cmkg/src/main/java/com/cmkg/cmkg/node/medicine.java
@ -0,0 +1,115 @@
+package com.cmkg.cmkg.node;
+
+import org.neo4j.ogm.annotation.GeneratedValue;
+import org.neo4j.ogm.annotation.Id;
+
+public class medicine {
+
+    @Id @GeneratedValue Long yid;
+    private String name;
+    private String sympton;
+    private String disease;
+    private String taboo;//禁用
+    private String function;//功能
+    private String remark;//
+    private String syndromes;//
+    private String position;//
+    private String operation;//用法
+
+    public Long getId(){
+        return yid;
+    }
+
+    public String getName(){
+        return name;
+    }
+
+    public String getSympton(){
+        return sympton;
+    }
+
+    public String getDisease(){
+        return disease;
+    }
+
+    public String getTaboo(){
+        return taboo;
+    }
+
+    public String getFunction(){
+        return function;
+    }
+
+    public String getRemark(){
+        return remark;
+    }
+
+    public  String getSyndromes(){
+        return syndromes;
+    }
+
+    public String getPosition(){
+        return position;
+    }
+
+    public String getOperation(){
+        return operation;
+    }
+
+    public void setYid(Long id){
+        this.yid=id;
+    }
+
+    public void setName(String name){
+        this.name=name;
+    }
+
+    public void setSympton(String sympton){
+        this.sympton=sympton;
+    }
+
+    public void setDisease(String disease){
+        this.disease=disease;
+    }
+
+    public void setTaboo(String taboo){
+        this.taboo=taboo;
+    }
+
+    public  void setFunction(String function){
+        this.function=function;
+    }
+
+    public void setRemark(String remark){
+        this.remark=remark;
+    }
+
+    public void setSyndromes(String syndromes){
+        this.syndromes=syndromes;
+    }
+
+    public void setPosition(String position){
+        this.position=position;
+    }
+
+    public void setOperation(String operation){
+        this.operation=operation;
+    }
+
+
+
+    public String toString() {
+        return "Yangsheng{" +
+                "yid=" + yid +
+                ", name='" + name + '\'' +
+                ", symptom='"+sympton + '\'' +
+                ", disease='" + disease +'\'' +
+                ",taboo='" + taboo + '\'' +
+                ",function='" + function + '\'' +
+                ",remark='" +remark + '\'' +
+                ",syndromes='" +syndromes + '\'' +
+                ",postiton='" +position +'\'' +
+                ",operation='" +operation +'\'' +
+                '}';
+    }
+}
--- a/cmkg/src/main/java/com/cmkg/cmkg/process/ModelProcess.java
+++ b/cmkg/src/main/java/com/cmkg/cmkg/process/ModelProcess.java
@ -0,0 +1,400 @@
+package com.cmkg.cmkg.process;
+
+import org.apache.spark.mllib.classification.NaiveBayesModel;
+
+import java.io.*;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.Map;
+import com.hankcs.hanlp.HanLP;
+import com.hankcs.hanlp.seg.Segment;
+import com.hankcs.hanlp.seg.common.Term;
+import org.apache.spark.SparkConf;
+import org.apache.spark.api.java.JavaRDD;
+import org.apache.spark.api.java.JavaSparkContext;
+import org.apache.spark.mllib.classification.NaiveBayes;
+import org.apache.spark.mllib.classification.NaiveBayesModel;
+import org.apache.spark.mllib.linalg.Vector;
+import org.apache.spark.mllib.linalg.Vectors;
+import org.apache.spark.mllib.regression.LabeledPoint;
+
+public class ModelProcess {
+    /**
+     * 分类标签号和问句模板对应表
+     */
+    Map<Double, String> questionsPattern;
+
+    /**
+     * Spark贝叶斯分类器
+     */
+    NaiveBayesModel nbModel;
+
+    /**
+     * 词语和下标的对应表   == 词汇表
+     */
+    Map<String, Integer> vocabulary;
+
+    /**
+     * 关键字与其词性的map键值对集合 == 句子抽象
+     */
+    Map<String, String> abstractMap;
+
+    /**
+     * 指定问题question及字典的txt模板所在的根目录
+     */
+    String rootDirPath = "D:/HanLP/data";
+
+    /**
+     * 分类模板索引
+     */
+    int modelIndex = 0;
+
+    public ModelProcess() throws Exception{
+        questionsPattern = loadQuestionsPattern();
+        vocabulary = loadVocabulary();
+        nbModel = loadClassifierModel();
+    }
+
+
+    public ModelProcess(String rootDirPath) throws Exception{
+        this.rootDirPath = rootDirPath+'/';
+        questionsPattern = loadQuestionsPattern();
+        vocabulary = loadVocabulary();
+        nbModel = loadClassifierModel();
+    }
+
+    public ArrayList<String> analyQuery(String queryString) throws Exception {
+
+        /**
+         * 打印问句
+         */
+        System.out.println("原始句子："+queryString);
+        System.out.println("========HanLP开始分词========");
+
+        /**
+         * 抽象句子，利用HanLP分词，将关键字进行词性抽象
+         */
+        String abstr = queryAbstract(queryString);
+        System.out.println("句子抽象化结果："+abstr);// nm 的 导演 是 谁
+
+        /**
+         * 将抽象的句子与spark训练集中的模板进行匹配，拿到句子对应的模板
+         */
+        String strPatt = queryClassify(abstr);
+        System.out.println("句子套用模板结果："+strPatt); // nm 制作 导演列表
+
+        /**
+         * 模板还原成句子，此时问题已转换为我们熟悉的操作
+         */
+        String finalPattern = queryExtenstion(strPatt);
+        System.out.println("原始句子替换成系统可识别的结果："+finalPattern);// 但丁密码 制作 导演列表
+
+        ArrayList<String> resultList = new ArrayList<String>();
+        resultList.add(String.valueOf(modelIndex));
+        String[] finalPattArray = finalPattern.split(" ");
+        for(String word : finalPattArray)
+            resultList.add(word);
+        return resultList;
+    }
+
+    public String queryAbstract(String querySentence) {
+
+        // 句子抽象化
+        Segment segment = HanLP.newSegment().enableCustomDictionary(true);
+        List<Term> terms = segment.seg(querySentence);
+        String abstractQuery = "";
+        abstractMap = new HashMap<String, String>();
+        for (Term term : terms) {
+            String word = term.word;
+            String termStr = term.toString();
+            System.out.println(termStr);
+            if (termStr.contains("nm")) {        //nm 病症名
+                abstractQuery += "nm ";
+                abstractMap.put("nm", word);
+            }else if (termStr.contains("nhm")) { //nhm 药名
+                abstractQuery += "nhm ";
+                abstractMap.put("nhm", word);
+            }
+            else {
+                abstractQuery += word + " ";
+            }
+        }
+        System.out.println("========HanLP分词结束========");
+        return abstractQuery;
+    }
+
+    public  String queryExtenstion(String queryPattern) {
+        // 句子还原
+        Set<String> set = abstractMap.keySet();
+        for(String key : set) {
+            /**
+             * 如果句子模板中含有抽象的词性
+             */
+            if (queryPattern.contains(key)) {
+                /**
+                 * 则替换抽象词性为具体的值
+                 */
+                String value = abstractMap.get(key);
+                queryPattern = queryPattern.replace(key, value);
+            }
+        }
+        String extendedQuery = queryPattern;
+        /**
+         * 当前句子处理完，抽象map清空释放空间并置空，等待下一个句子的处理
+         */
+        abstractMap.clear();
+        abstractMap = null;
+        return extendedQuery;
+    }
+
+
+    /**
+     * 加载词汇表 == 关键特征 == 与HanLP分词后的单词进行匹配
+     * @return
+     */
+    public Map<String, Integer> loadVocabulary() {
+        Map<String, Integer> vocabulary = new HashMap<String, Integer>();
+        File file = new File(rootDirPath + "question/vocabulary.txt");
+        BufferedReader br = null;
+        try {
+            br = new BufferedReader(new FileReader(file));
+        } catch (FileNotFoundException e) {
+            e.printStackTrace();
+        }
+        String line;
+        try {
+            while ((line = br.readLine()) != null) {
+                String[] tokens = line.split(":");
+                int index = Integer.parseInt(tokens[0]);
+                String word = tokens[1];
+                vocabulary.put(word, index);
+            }
+        }catch (NumberFormatException e) {
+            e.printStackTrace();
+        }catch (IOException e) {
+            e.printStackTrace();
+        }
+        return vocabulary;
+    }
+
+    /**
+     * 加载文件，并读取内容返回
+     * @param filename
+     * @return
+     * @throws IOException
+     */
+    public String loadFile(String filename) throws IOException {
+        File file = new File(rootDirPath + filename);
+        BufferedReader br = new BufferedReader(new FileReader(file));
+        String content = "";
+        String line;
+        while ((line = br.readLine()) != null) {
+            /**
+             * 文本的换行符暂定用"`"代替
+             */
+            content += line + "`";
+        }
+        /**
+         * 关闭资源
+         */
+        br.close();
+        return content;
+    }
+
+    /**
+     * 句子分词后与词汇表进行key匹配转换为double向量数组
+     * @param sentence
+     * @return
+     * @throws Exception
+     */
+    public double[] sentenceToArrays(String sentence) throws Exception {
+
+        double[] vector = new double[vocabulary.size()];
+        /**
+         * 模板对照词汇表的大小进行初始化，全部为0.0
+         */
+        for(int i = 0; i < vocabulary.size(); i++) {
+            vector[i] = 0;
+        }
+
+        /**
+         * HanLP分词，拿分词的结果和词汇表里面的关键特征进行匹配
+         */
+        Segment segment = HanLP.newSegment();
+        List<Term> terms = segment.seg(sentence);
+        for(Term term : terms) {
+            String word = term.word;
+            /**
+             * 如果命中，0.0 改为 1.0
+             */
+            if(vocabulary.containsKey(word)) {
+                int index = vocabulary.get(word);
+                vector[index] = 1;
+            }
+        }
+        return vector;
+    }
+
+    /**
+     * Spark朴素贝叶斯(naiveBayes)
+     * 对特定的模板进行加载并分类
+     * 欲了解Spark朴素贝叶斯，可参考地址：https://blog.csdn.net/appleyk/article/details/80348912
+     * @return
+     * @throws Exception
+     */
+    public NaiveBayesModel loadClassifierModel() throws Exception {
+
+        /**
+         * 生成Spark对象
+         * 一、Spark程序是通过SparkContext发布到Spark集群的
+         * Spark程序的运行都是在SparkContext为核心的调度器的指挥下进行的
+         * Spark程序的结束是以SparkContext结束作为结束
+         * JavaSparkContext对象用来创建Spark的核心RDD的
+         * 注意：第一个RDD,一定是由SparkContext来创建的
+         *
+         * 二、SparkContext的主构造器参数为 SparkConf
+         * SparkConf必须设置appname和master，否则会报错
+         * spark.master   用于设置部署模式
+         * local[*] == 本地运行模式[也可以是集群的形式]，如果需要多个线程执行，可以设置为local[2],表示2个线程 ，*表示多个
+         * spark.app.name 用于指定应用的程序名称  ==
+         */
+
+        SparkConf conf = new SparkConf().setAppName("NaiveBayesTest").setMaster("local[*]");
+        JavaSparkContext sc = new JavaSparkContext(conf);
+
+        /**
+         * 训练集生成
+         * labeled point 是一个局部向量，要么是密集型的要么是稀疏型的
+         * 用一个label/response进行关联。在MLlib里，labeled points 被用来监督学习算法
+         * 我们使用一个double数来存储一个label，因此我们能够使用labeled points进行回归和分类
+         */
+        List<LabeledPoint> train_list = new LinkedList<LabeledPoint>();
+        String[] sentences = null;
+
+
+        /**
+         * 糖尿病的治疗方法是什么
+         */
+        String scoreQuestions = loadFile("question/【0】治疗方法.txt");
+        sentences = scoreQuestions.split("`");
+        for (String sentence : sentences) {
+            double[] array = sentenceToArrays(sentence);
+            LabeledPoint train_one = new LabeledPoint(0.0, Vectors.dense(array));
+            train_list.add(train_one);
+        }
+
+        /**
+         * 糖尿病的症状是什么
+         */
+        String timeQuestions = loadFile("question/【1】症状.txt");
+        sentences = timeQuestions.split("`");
+        for (String sentence : sentences) {
+            double[] array = sentenceToArrays(sentence);
+            LabeledPoint train_one = new LabeledPoint(1.0, Vectors.dense(array));
+            train_list.add(train_one);
+        }
+
+
+        /**
+         * 药的用法是什么
+         */
+        String styleQuestions = loadFile("question/【2】用法.txt");
+        sentences = styleQuestions.split("`");
+        for (String sentence : sentences) {
+            double[] array = sentenceToArrays(sentence);
+            LabeledPoint train_one = new LabeledPoint(2.0, Vectors.dense(array));
+            train_list.add(train_one);
+        }
+
+
+        /**
+         * 药的作用是什么
+         */
+        String storyQuestions = loadFile("question/【3】作用.txt");
+        sentences = storyQuestions.split("`");
+        for (String sentence : sentences) {
+            double[] array = sentenceToArrays(sentence);
+            LabeledPoint train_one = new LabeledPoint(3.0, Vectors.dense(array));
+            train_list.add(train_one);
+        }
+
+
+        /**
+         * SPARK的核心是RDD(弹性分布式数据集)
+         * Spark是Scala写的,JavaRDD就是Spark为Java写的一套API
+         * JavaSparkContext sc = new JavaSparkContext(sparkConf);    //对应JavaRDD
+         * SparkContext	    sc = new SparkContext(sparkConf)    ;    //对应RDD
+         */
+        JavaRDD<LabeledPoint> trainingRDD = sc.parallelize(train_list);
+        NaiveBayesModel nb_model = NaiveBayes.train(trainingRDD.rdd());
+
+        /**
+         * 记得关闭资源
+         */
+        sc.close();
+
+        /**
+         * 返回贝叶斯分类器
+         */
+        return nb_model;
+
+    }
+
+    /**
+     * 加载问题模板 == 分类器标签
+     * @return
+     */
+    public  Map<Double, String> loadQuestionsPattern() {
+        Map<Double, String> questionsPattern = new HashMap<Double, String>();
+        File file = new File(rootDirPath + "question/question_classification.txt");
+        BufferedReader br = null;
+        try {
+            br = new BufferedReader(new FileReader(file));
+        } catch (FileNotFoundException e1) {
+            e1.printStackTrace();
+        }
+        String line;
+        try {
+            while ((line = br.readLine()) != null) {
+                String[] tokens = line.split(":");
+                double index = Double.valueOf(tokens[0]);
+                String pattern = tokens[1];
+                questionsPattern.put(index, pattern);
+            }
+        } catch (NumberFormatException e) {
+            e.printStackTrace();
+        } catch (IOException e) {
+            e.printStackTrace();
+        }
+        return questionsPattern;
+    }
+
+    /**
+     * 贝叶斯分类器分类的结果，拿到匹配的分类标签号，并根据标签号返回问题的模板
+     * @param sentence
+     * @return
+     * @throws Exception
+     */
+    public  String queryClassify(String sentence) throws Exception {
+
+        double[] testArray = sentenceToArrays(sentence);
+        Vector v = Vectors.dense(testArray);
+
+        /**
+         * 对数据进行预测predict
+         * 句子模板在 spark贝叶斯分类器中的索引【位置】
+         * 根据词汇使用的频率推断出句子对应哪一个模板
+         */
+        double index = nbModel.predict(v);
+        modelIndex = (int)index;
+        System.out.println("the model index is " + index);
+//		Vector vRes = nbModel.predictProbabilities(v);
+//		System.out.println("问题模板分类【0】概率："+vRes.toArray()[0]);
+//		System.out.println("问题模板分类【2】概率："+vRes.toArray()[2]);
+        return questionsPattern.get(index);
+    }
+
+    public static void main(String[] agrs) throws Exception {
+        //需要调用上面的函数实现功能，待解决
+    }
+}
--- a/cmkg/src/main/java/com/cmkg/cmkg/repository/DiseaseRespository.java
+++ b/cmkg/src/main/java/com/cmkg/cmkg/repository/DiseaseRespository.java
@ -0,0 +1,16 @@
+package com.cmkg.cmkg.repository;
+
+import com.cmkg.cmkg.node.disease;
+import org.springframework.data.neo4j.annotation.Query;
+import org.springframework.data.neo4j.repository.Neo4jRepository;
+import org.springframework.data.repository.query.Param;
+
+import java.util.List;
+
+public interface DiseaseRespository extends Neo4jRepository<disease,Long>{
+
+    @Query("MATCH (n:Disease) where n.name={name} return n")
+    List<disease> getDisease(@Param("name") String name);
+
+//    List<disease> findByName（@Param("name") String name);
+}
--- a/cmkg/src/main/java/com/cmkg/cmkg/repository/MedicineRespository.java
+++ b/cmkg/src/main/java/com/cmkg/cmkg/repository/MedicineRespository.java
@ -0,0 +1,15 @@
+package com.cmkg.cmkg.repository;
+
+import com.cmkg.cmkg.node.disease;
+import com.cmkg.cmkg.node.medicine;
+import org.springframework.data.neo4j.annotation.Query;
+import org.springframework.data.neo4j.repository.Neo4jRepository;
+import org.springframework.data.repository.query.Param;
+
+import java.util.List;
+
+public interface MedicineRespository extends Neo4jRepository<medicine,Long>{
+
+    @Query("MATCH (n:Yangsheng) where n.name={name} return n")
+    List<disease> getDisease(@Param("name") String name);
+}
--- a/cmkg/src/main/java/com/cmkg/cmkg/repository/QuestionRespository.java
+++ b/cmkg/src/main/java/com/cmkg/cmkg/repository/QuestionRespository.java
@ -0,0 +1,60 @@
+package com.cmkg.cmkg.repository;
+
+import com.cmkg.cmkg.node.disease;
+import org.springframework.data.neo4j.annotation.Query;
+import org.springframework.data.neo4j.repository.Neo4jRepository;
+import org.springframework.data.repository.query.Param;
+import scala.util.parsing.json.JSONArray;
+import scala.util.parsing.json.JSONObject;
+
+public interface QuestionRespository extends Neo4jRepository<disease,Long>{
+
+    /**
+     * param疾病铭恒
+     *
+     * return 返回疾病的id
+     */
+    @Query("match(n:Disease) where n.name={name} return n.did")
+    int getDiseaseId(@Param("name") String name);
+
+    /**
+     * 对应问题模板 nm（病症） 症状
+     *
+     * param 疾病名称
+     *
+     * return 返回疾病的症状
+     */
+    @Query("match(n:Disease) where n.name={name} return n.symptom")
+    String getDiseaseSymptom(@Param("name") String name);
+
+    /**
+     * 对应问题模板 nm 治疗方法
+     *
+     * param nm 病症名称
+     *
+     * return 对应的药
+     */
+    @Query("match (n)-[r:my]-(b) return b limit 10")
+    String[] getDiseaseToMedicine(@Param("name") String name);
+
+    /**
+     * 对应模板问题 nnt 用法
+     *
+     * param nnt 药品或养生方法名称
+     *
+     * return 药品用法
+     */
+    @Query("match(n:yangsheng) where n.name={name} return n.operation")
+    String getMedicineOperation(@Param("name") String name);
+
+    /**
+     * 对应模板问题 nnt 作用
+     *
+     * param nnt 药品或养生方法名称
+     *
+     * return 药品作用
+     */
+
+    @Query("match(n:Yangsheng) where n.name={name} return n.symptom")
+    String getMedicineSyndromes(@Param("name") String name);
+}
--- a/cmkg/src/main/java/com/cmkg/cmkg/repository/info
+++ b/cmkg/src/main/java/com/cmkg/cmkg/repository/info
@ -0,0 +1 @@
+操作数据库的接口
--- a/cmkg/src/main/java/com/cmkg/cmkg/server/QuestionService.java
+++ b/cmkg/src/main/java/com/cmkg/cmkg/server/QuestionService.java
@ -0,0 +1,5 @@
+package com.cmkg.cmkg.server;
+
+public interface QuestionService {
+    String answer(String question) throws Exception;
+}
--- a/cmkg/src/main/java/com/cmkg/cmkg/server/impl/QuestionServiceImpl.java
+++ b/cmkg/src/main/java/com/cmkg/cmkg/server/impl/QuestionServiceImpl.java
@ -0,0 +1,195 @@
+package com.cmkg.cmkg.server.impl;
+
+import com.hankcs.hanlp.dictionary.CustomDictionary;
+import com.cmkg.cmkg.process.ModelProcess;
+import com.cmkg.cmkg.repository.QuestionRespository;
+import com.cmkg.cmkg.server.QuestionService;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.beans.factory.annotation.Value;
+import org.springframework.context.annotation.Primary;
+import org.springframework.stereotype.Service;
+
+import java.io.*;
+import java.math.BigDecimal;
+import java.util.ArrayList;
+import java.util.List;
+
+
+@Service
+@Primary
+public class QuestionServiceImpl implements QuestionService {
+
+    @Value("${rootDirPath}") //路径名需要更改
+    private String rootDictPath;
+
+    @Value("${HanLP.CustomDictionary.path.disease}")
+    private String diseasePath;
+
+    @Value("${HanLP.CustomDictionary.path.medicine}")
+    private String medicinePath;
+
+    @Autowired
+    private QuestionRespository questionRepository;
+
+    @Override
+    public void showDictPath() {
+        System.out.println("HanLP分词字典及自定义问题模板根目录：" + rootDictPath);
+        System.out.println("用户自定义扩展词库【病症名】：" + diseasePath);
+    }
+
+    @Override
+    public String answer(String question) throws Exception {
+
+        ModelProcess queryProcess = new ModelProcess(rootDictPath);
+
+        /**
+         * 加载自定义的病症字典 == 设置词性 nm 0
+         */
+
+        loadDisease(diseasePath);
+
+        /**
+         * 加载自定义的药品字典 == 设置词性 nhm 0
+         */
+        loadMedicine(medicinePath);
+
+        ArrayList<String> reStrings = queryProcess.analyQuery(question);
+        int modelIndex = Integer.valueOf(reStrings.get(0));
+        String answer = null;
+        String title = "";
+        /**
+         * 匹配问题模板
+         */
+        switch (modelIndex) {
+            case 0:
+                /**
+                 * nm 治疗方法 == 病的治疗方法
+                 */
+                title = reStrings.get(1);
+                 String[] measure = questionRepository.getDiseaseToMedicine(title);
+                if (measure.length==0) {
+                    answer = null;
+                } else {
+                    answer = measure.toString();
+                }
+                break;
+            case 1:
+                /**
+                 * nm 症状 == 病的症状
+                 */
+                title = reStrings.get(1);
+                String symptom = questionRepository.getDiseaseSymptom(title);
+                if (symptom != null) {
+                    answer = symptom;
+                } else {
+                    answer = null;
+                }
+                break;
+            case 2:
+                /**
+                 * nhm 用法 == 药品用法
+                 */
+                title = reStrings.get(1);
+                String use = questionRepository.getMedicineUse(title);
+                if (use != null) {
+                    answer = use;
+                } else {
+                    answer = null;
+                }
+                break;
+            case 3:
+                /**
+                 * nhm 作用 == 药品作用
+                 */
+                title = reStrings.get(1);
+                String function= questionRepository.getMedicineFunction(title);
+                if (function != null) {
+                    answer = function;
+                } else {
+                    answer = null;
+                }
+                break;
+            default:
+                break; //如果未匹配到模板，返回title的所有信息，待解决
+        }
+
+       // System.out.println(answer);
+        if (answer != null && !answer.equals("") && !answer.equals("\\N")) {
+            return answer;
+        } else {
+            return "sorry,我没有找到你要的答案";
+        }
+    }
+
+    /**
+     * 加载自定义病症字典
+     *
+     * @param path
+     */
+    public void loadDisease(String path) {
+
+        File file = new File(path);
+        BufferedReader br = null;
+        try {
+            br = new BufferedReader(new FileReader(file));
+            addCustomDictionary(br, 0);
+        } catch (FileNotFoundException e1) {
+            e1.printStackTrace();
+        }
+
+    }
+
+    /**
+     * 加载自定义药品类别字典
+     *
+     * @param path
+     */
+    public void loadMedicine(String path) {
+
+        File file = new File(path);
+        BufferedReader br = null;
+        try {
+            br = new BufferedReader(new FileReader(file));
+            addCustomDictionary(br, 1);
+        } catch (FileNotFoundException e1) {
+            e1.printStackTrace();
+        }
+    }
+
+
+    /**
+     * 添加自定义分词及其词性，注意数字0表示频率，不能没有
+     *
+     * @param br
+     * @param type
+     */
+    public void addCustomDictionary(BufferedReader br, int type) {
+
+        String word;
+        try {
+            while ((word = br.readLine()) != null) {
+                switch (type) {
+                    /**
+                     * 设置病症名词词性 == nm 0
+                     */
+                    case 0:
+                        CustomDictionary.add(word, "nm 0");
+                        break;
+                    /**
+                     * 设置药品名词词性 == nhm 0
+                     */
+                    case 1:
+                        CustomDictionary.add(word, "nhm 0");
+                        break;
+                    default:
+                        break;
+                }
+            }
+            br.close();
+        } catch (NumberFormatException e) {
+            e.printStackTrace();
+        } catch (IOException e) {
+            e.printStackTrace();
+        }
+    }
+}
--- a/cmkg/src/main/java/com/cmkg/cmkg/server/impl/info
+++ b/cmkg/src/main/java/com/cmkg/cmkg/server/impl/info
@ -0,0 +1 @@
+由server
--- a/cmkg/src/main/java/com/cmkg/cmkg/server/info
+++ b/cmkg/src/main/java/com/cmkg/cmkg/server/info
@ -0,0 +1 @@
+服务层，由控制器Controller调用
--- a/cmkg/src/main/resources/application.properties
+++ b/cmkg/src/main/resources/application.properties
@ -0,0 +1,3 @@
+spring.data.neo4j.username=neo4j
+spring.data.neo4j.password=chinesemedicine
+spring.data.neo4j.uri=bolt://114.116.199.154:5003
--- a/cmkg/src/test/java/com/cmkg/cmkg/BayesTest.java
+++ b/cmkg/src/test/java/com/cmkg/cmkg/BayesTest.java
@ -0,0 +1,103 @@
+package com.cmkg.cmkg;
+
+import org.apache.spark.SparkConf;
+import org.apache.spark.api.java.JavaRDD;
+import org.apache.spark.api.java.JavaSparkContext;
+import org.apache.spark.mllib.classification.NaiveBayes;
+import org.apache.spark.mllib.classification.NaiveBayesModel;
+import org.apache.spark.mllib.linalg.Vector;
+import org.apache.spark.mllib.linalg.Vectors;
+import org.apache.spark.mllib.regression.LabeledPoint;
+import org.junit.jupiter.api.Test;
+
+import java.util.ArrayList;
+import java.util.List;
+
+public class ape {
+    @Test
+    public void s(){
+
+        SparkConf conf = new SparkConf().setAppName("NaiveBayesTest").setMaster("local[*]");
+        JavaSparkContext sc = new JavaSparkContext(conf);
+
+
+        /**
+         * MLlib的本地向量主要分为两种，DenseVector和SparseVector
+         * 前者是用来保存稠密向量，后者是用来保存稀疏向量
+         */
+
+        /**
+         * 两种方式分别创建向量  == 其实创建稀疏向量的方式有两种，本文只讲一种
+         * (1.0, 0.0, 1.0, 0.0, 1.0, 0.0）
+         * (1.0, 1.0, 1.0, 1.0, 0.0, 1.0）
+         */
+
+        //稠密向量 == 连续的
+        Vector vMale = Vectors.dense(1,0,1,0,1,0);
+
+
+        //稀疏向量 == 间隔的、指定的，未指定位置的向量值默认 = 0.0
+        int len = 6;
+        int[] index = new int[]{0,1,2,3,5};
+        double[] values = new double[]{1,1,1,1,1};
+        //索引0、1、2、3、5位置上的向量值=1，索引4没给出，默认0
+        Vector vFemale = Vectors.sparse(len, index, values);
+        //System.err.println("vFemale == "+vFemale);
+        /**
+         * labeled point 是一个局部向量，要么是密集型的要么是稀疏型的
+         * 用一个label/response进行关联
+         * 在MLlib里，labeled points 被用来监督学习算法
+         * 我们使用一个double数来存储一个label，因此我们能够使用labeled points进行回归和分类
+         * 在二进制分类里，一个label可以是 0（负数）或者 1（正数）
+         * 在多级分类中，labels可以是class的索引，从0开始：0,1,2,......
+         */
+
+        //训练集生成 ，规定数据结构为LabeledPoint == 构建方式:稠密向量模式  ，1.0:类别编号 == 男性
+        LabeledPoint train_one = new LabeledPoint(1.0,vMale);  //(1.0, 0.0, 1.0, 0.0, 1.0, 0.0）
+        //训练集生成 ，规定数据结构为LabeledPoint == 构建方式:稀疏向量模式  ，2.0:类别编号 == 女性
+        LabeledPoint train_two = new LabeledPoint(2.0,vFemale); //(1.0, 1.0, 1.0, 1.0, 0.0, 1.0）
+        //我们也可以给同一个类别增加多个训练集
+        LabeledPoint train_three = new LabeledPoint(2.0,Vectors.dense(0,1,1,1,0,1));
+
+        //List存放训练集【三个训练样本数据】
+        List<LabeledPoint> trains = new ArrayList<>();
+        trains.add(train_one);
+        trains.add(train_two);
+        trains.add(train_three);
+
+        /**
+         * SPARK的核心是RDD(弹性分布式数据集)
+         * Spark是Scala写的,JavaRDD就是Spark为Java写的一套API
+         * JavaSparkContext sc = new JavaSparkContext(sparkConf);    //对应JavaRDD
+         * SparkContext	    sc = new SparkContext(sparkConf)    ;    //对应RDD
+         * 数据类型为LabeledPoint
+         */
+        JavaRDD<LabeledPoint> trainingRDD = sc.parallelize(trains);
+
+        /**
+         * 利用Spark进行数据分析时，数据一般要转化为RDD
+         * JavaRDD转Spark的RDD
+         */
+        NaiveBayesModel nb_model = NaiveBayes.train(trainingRDD.rdd());
+
+        //测试集生成  == 以下的向量表示，这个人具有特征：短发（1），运动鞋（3）
+        double []  dTest = {1,0,1,0,0,0};
+        Vector vTest =  Vectors.dense(dTest);//测试对象为单个vector，或者是RDD化后的vector
+
+        //朴素贝叶斯用法
+        int modelIndex =(int) nb_model.predict(vTest);
+        System.out.println("标签分类编号："+modelIndex);// 分类结果 == 返回分类的标签值
+        /**
+         * 计算测试目标向量与训练样本数据集里面对应的各个分类标签匹配的概率结果
+         */
+        System.out.println(nb_model.predictProbabilities(vTest));
+        if(modelIndex == 1){
+            System.out.println("答案：贝叶斯分类器推断这个人的性别是男性");
+        }else if(modelIndex == 2){
+            System.out.println("答案：贝叶斯分类器推断这个人的性别是女性");
+        }
+        //最后不要忘了释放资源
+        sc.close();
+
+    }
+}
--- a/cmkg/src/test/java/com/cmkg/cmkg/CmkgApplicationTests.java
+++ b/cmkg/src/test/java/com/cmkg/cmkg/CmkgApplicationTests.java
@ -0,0 +1,28 @@
+package com.cmkg.cmkg;
+
+import com.cmkg.cmkg.repository.QuestionRespository;
+import org.junit.jupiter.api.Test;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.boot.test.context.SpringBootTest;
+import scala.util.parsing.json.JSONArray;
+import scala.util.parsing.json.JSONObject;
+
+@SpringBootTest
+class CmkgApplicationTests {
+    @Autowired
+    QuestionRespository questionRespository;
+
+    @Test
+    void contextLoads() {
+
+        String name="å¹³å’Œè´¨";
+        int id=questionRespository.getDiseaseId(name);
+        String symtom = questionRespository.getDiseaseSymptom(name);
+        System.out.println("id="+id+"\n");
+        System.out.println("syntom="+symtom+"\n");
+
+
+
+    }
+
+}
--- a/cmkg/src/test/java/com/cmkg/cmkg/HanLPtest.java
+++ b/cmkg/src/test/java/com/cmkg/cmkg/HanLPtest.java
@ -0,0 +1,61 @@
+package com.cmkg.cmkg;
+
+import com.hankcs.hanlp.HanLP;
+import com.hankcs.hanlp.seg.Segment;
+import com.hankcs.hanlp.seg.common.Term;
+import org.junit.jupiter.api.Test;
+
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+public class hanlp {
+    @Test
+//    句子抽象化
+    public void analyAbstract(){
+        String test = "但丁密码的评分是多少";
+        Segment segment = HanLP.newSegment().enableCustomDictionary(true);
+        List<Term> terms = segment.seg(test);
+        System.out.println(terms);
+
+
+
+
+        String abstractQuery = "";
+        Map<String, String> abstractMap = new HashMap<String, String>();
+        int nrCount = 0; //nr 人名词性这个 词语出现的频率
+        for (Term term : terms) {
+            String word = term.word;
+            String termStr = term.toString();
+
+            System.out.println(termStr);
+            if (termStr.contains("nm")) {        //nm 电影名
+                abstractQuery += "nm ";
+                abstractMap.put("nm", word);
+            } else if (termStr.contains("nr") && nrCount == 0) { //nr 人名
+                abstractQuery += "nnt ";
+                abstractMap.put("nnt", word);
+                nrCount++;
+            }else if (termStr.contains("nr") && nrCount == 1) { //nr 人名 再出现一次，改成nnr
+                abstractQuery += "nnr ";
+                abstractMap.put("nnr", word);
+                nrCount++;
+            }else if (termStr.contains("x")) {  //x  评分
+                abstractQuery += "x ";
+                abstractMap.put("x", word);
+            } else if (termStr.contains("ng")) { //ng 类型
+                abstractQuery += "ng ";
+                abstractMap.put("ng", word);
+            }
+            else {
+                abstractQuery += word + " ";
+            }
+        }
+        System.out.println("========HanLP分词结束========");
+        System.out.println(abstractMap);
+        System.out.println(abstractQuery);
+
+    }
+
+
+}
--- a/准备README.md
+++ b/准备README.md
@ -0,0 +1,22 @@
+### 准备
+
+1、爬取病和要相关的数据集
+
+2、数据解析处理（存入MySQL-->导出为csv文件-->导入neo4j），建立病与药之间双向映射关系以及病和药各自的一些属性
+
+3、spark环境搭建
+
+### 步骤
+
+1、拿到原始句子（用户从搜索框输入的问题）
+
+2、对原句子进行抽象，将病名用nr替换并抽象句子（HanLP自定义分词，<相应病，自定义词性>以键值对形式存储），比如糖尿病要吃什么药 替换成 nr 要吃什么药
+
+3、抽象句子匹配问题模板（一堆问题数据集合由Spark进行训练并计算，通过贝叶斯分类器将选择匹配到概率最大的问题模板），比如 nr 治疗方法
+
+4、问题模板还原成最终的问题（从HanLP自定义分分词中具体化nr），比如 nr 治疗方法，替换其中的nr=糖尿病，最后效果就是糖尿病  治疗方法
+
+5、拿到问题后，去图形数据库neo4j中查找问题的答案，比如   match(n:Disease) where n.name='糖尿病'  return n.治疗方法
+
+6.图数据库中查询结果返回到界面接收展示。
+