├── MyMahoutProject ├── .classpath ├── .project ├── .settings │ ├── org.eclipse.jdt.core.prefs │ └── org.eclipse.m2e.core.prefs ├── pom.xml ├── src │ └── main │ │ └── java │ │ └── demo │ │ └── cf │ │ ├── ItemBasedCF.java │ │ └── UserBasedCF.java └── target │ └── classes │ └── demo │ └── cf │ ├── ItemBasedCF.class │ └── UserBasedCF.class ├── MyMapReduceProject ├── .classpath ├── .project ├── .settings │ ├── org.eclipse.core.resources.prefs │ ├── org.eclipse.jdt.core.prefs │ └── org.eclipse.m2e.core.prefs ├── pom.xml ├── src │ └── main │ │ └── java │ │ ├── day0629 │ │ ├── peopleinfo │ │ │ ├── PeopleInfo.java │ │ │ ├── PeopleInfoMain.java │ │ │ ├── PeopleMapper.java │ │ │ └── PeopleReducer.java │ │ └── sogou │ │ │ ├── SogouLogMain.java │ │ │ └── SogouLogMapper.java │ │ ├── day0702 │ │ ├── annualtotal │ │ │ ├── AnnualTotalMain.java │ │ │ ├── AnnualTotalMapper.java │ │ │ └── AnnualTotalReducer.java │ │ └── ordertotal │ │ │ ├── ProductInfoMain.java │ │ │ ├── ProductSalesInfoMain.java │ │ │ ├── ProductSalesInfoMapper.java │ │ │ └── ProductSalesInfoReducer.java │ │ └── day0704 │ │ └── project04 │ │ └── clean │ │ ├── CleanDataMain.java │ │ ├── CleanDataMapper.java │ │ └── CleanDataReducer.java └── target │ └── classes │ ├── day0629 │ ├── peopleinfo │ │ ├── PeopleInfo.class │ │ ├── PeopleInfoMain.class │ │ ├── PeopleMapper.class │ │ └── PeopleReducer.class │ └── sogou │ │ ├── SogouLogMain.class │ │ └── SogouLogMapper.class │ ├── day0702 │ ├── annualtotal │ │ ├── AnnualTotalMain.class │ │ ├── AnnualTotalMapper.class │ │ └── AnnualTotalReducer.class │ └── ordertotal │ │ ├── ProductInfoMain.class │ │ ├── ProductSalesInfoMain.class │ │ ├── ProductSalesInfoMapper.class │ │ └── ProductSalesInfoReducer.class │ └── day0704 │ └── project04 │ └── clean │ ├── CleanDataMain.class │ ├── CleanDataMapper.class │ └── CleanDataReducer.class ├── MySparkProject ├── .cache-main ├── .classpath ├── .idea │ ├── compiler.xml │ ├── misc.xml │ ├── modules.xml │ └── workspace.xml ├── .project ├── .settings │ ├── org.eclipse.core.resources.prefs │ ├── org.eclipse.jdt.core.prefs │ ├── org.eclipse.m2e.core.prefs │ └── org.scala-ide.sdt.core.prefs ├── MySparkProject.iml ├── pom.xml ├── src │ └── main │ │ └── java │ │ ├── day0629 │ │ └── PeopleInfo │ │ │ ├── PeopleInfoCalc.scala │ │ │ └── PeopleInfoFileGenerator.scala │ │ ├── day0702 │ │ ├── AnnualTotal.scala │ │ └── ProductSalesInfo.scala │ │ ├── day0704 │ │ └── HotProductByArea.scala │ │ ├── day0706 │ │ └── HotIP.scala │ │ ├── day0709 │ │ ├── AdPVMain.scala │ │ └── BlackUserList.scala │ │ ├── day0713 │ │ ├── ALSDemo.scala │ │ ├── ItemBasedCF.scala │ │ └── UserBasedCF.scala │ │ ├── day0716 │ │ ├── ALSDemo.scala │ │ ├── PredictProduct.scala │ │ └── PredictProducts.scala │ │ └── snippet │ │ └── Snippet.java └── target │ └── classes │ ├── day0629 │ ├── PeopleInfoCalc$$anonfun$1.class │ ├── PeopleInfoCalc$$anonfun$10.class │ ├── PeopleInfoCalc$$anonfun$2.class │ ├── PeopleInfoCalc$$anonfun$3.class │ ├── PeopleInfoCalc$$anonfun$4.class │ ├── PeopleInfoCalc$$anonfun$5.class │ ├── PeopleInfoCalc$$anonfun$6.class │ ├── PeopleInfoCalc$$anonfun$7.class │ ├── PeopleInfoCalc$$anonfun$8.class │ ├── PeopleInfoCalc$$anonfun$9.class │ ├── PeopleInfoCalc$.class │ ├── PeopleInfoCalc.class │ ├── PeopleInfoFileGenerator$$anonfun$main$1.class │ ├── PeopleInfoFileGenerator$.class │ └── PeopleInfoFileGenerator.class │ ├── day0702 │ ├── AnnualTotal$$anonfun$1.class │ ├── AnnualTotal$$anonfun$2.class │ ├── AnnualTotal$$typecreator1$1.class │ ├── AnnualTotal$.class │ ├── AnnualTotal.class │ ├── OrderInfo$.class │ ├── OrderInfo.class │ ├── Product$.class │ ├── Product.class │ ├── ProductSalesInfo$$anonfun$1.class │ ├── ProductSalesInfo$$anonfun$2.class │ ├── ProductSalesInfo$$anonfun$3.class │ ├── ProductSalesInfo$$anonfun$4.class │ ├── ProductSalesInfo$$typecreator1$1.class │ ├── ProductSalesInfo$$typecreator2$1.class │ ├── ProductSalesInfo$.class │ ├── ProductSalesInfo.class │ ├── SaleOrder$.class │ └── SaleOrder.class │ ├── day0704 │ ├── AreaInfo$.class │ ├── AreaInfo.class │ ├── HotProductByArea$$anonfun$1.class │ ├── HotProductByArea$$anonfun$2.class │ ├── HotProductByArea$$anonfun$3.class │ ├── HotProductByArea$$anonfun$4.class │ ├── HotProductByArea$$anonfun$5.class │ ├── HotProductByArea$$anonfun$6.class │ ├── HotProductByArea$$typecreator1$1.class │ ├── HotProductByArea$$typecreator2$1.class │ ├── HotProductByArea$$typecreator3$1.class │ ├── HotProductByArea$.class │ ├── HotProductByArea.class │ ├── LogInfo$.class │ ├── LogInfo.class │ ├── ProductInfo$.class │ └── ProductInfo.class │ ├── day0706 │ ├── HotIP$$anonfun$1.class │ ├── HotIP$$anonfun$main$1$$anonfun$2.class │ ├── HotIP$$anonfun$main$1$$anonfun$3.class │ ├── HotIP$$anonfun$main$1$$typecreator1$1.class │ ├── HotIP$$anonfun$main$1.class │ ├── HotIP$.class │ ├── HotIP.class │ ├── LogInfo$.class │ └── LogInfo.class │ ├── day0709 │ ├── AdLogInfo$.class │ ├── AdLogInfo.class │ ├── AdPVMain$$anonfun$1.class │ ├── AdPVMain$$anonfun$2.class │ ├── AdPVMain$$anonfun$3.class │ ├── AdPVMain$$anonfun$4.class │ ├── AdPVMain$$typecreator1$1.class │ ├── AdPVMain$$typecreator2$1.class │ ├── AdPVMain$.class │ ├── AdPVMain.class │ ├── AreaInfo$.class │ ├── AreaInfo.class │ ├── BlackUserList$$anonfun$1.class │ ├── BlackUserList$$anonfun$2.class │ ├── BlackUserList$$anonfun$3.class │ ├── BlackUserList$$anonfun$4.class │ ├── BlackUserList$$anonfun$5.class │ ├── BlackUserList$$anonfun$6.class │ ├── BlackUserList$$anonfun$7.class │ ├── BlackUserList$$anonfun$main$1$$anonfun$8.class │ ├── BlackUserList$$anonfun$main$1$$typecreator2$1.class │ ├── BlackUserList$$anonfun$main$1.class │ ├── BlackUserList$$typecreator1$1.class │ ├── BlackUserList$.class │ ├── BlackUserList.class │ ├── HotIP$.class │ ├── HotIP.class │ ├── UserInfo$.class │ └── UserInfo.class │ ├── day0713 │ ├── ALSDemo$$anonfun$1.class │ ├── ALSDemo$$anonfun$2.class │ ├── ALSDemo$$anonfun$3.class │ ├── ALSDemo$$anonfun$4.class │ ├── ALSDemo$$anonfun$5.class │ ├── ALSDemo$$anonfun$computeRMSE$1.class │ ├── ALSDemo$$anonfun$computeRMSE$2.class │ ├── ALSDemo$$anonfun$main$1.class │ ├── ALSDemo$.class │ ├── ALSDemo.class │ ├── ItemBasedCF$$anonfun$1.class │ ├── ItemBasedCF$$anonfun$2.class │ ├── ItemBasedCF$$anonfun$3.class │ ├── ItemBasedCF$$anonfun$4.class │ ├── ItemBasedCF$$anonfun$5.class │ ├── ItemBasedCF$$anonfun$6.class │ ├── ItemBasedCF$$anonfun$main$1.class │ ├── ItemBasedCF$.class │ ├── ItemBasedCF.class │ ├── UserBasedCF$$anonfun$1.class │ ├── UserBasedCF$$anonfun$2.class │ ├── UserBasedCF$$anonfun$3.class │ ├── UserBasedCF$$anonfun$4.class │ ├── UserBasedCF$$anonfun$5.class │ ├── UserBasedCF$$anonfun$6.class │ ├── UserBasedCF$$anonfun$7.class │ ├── UserBasedCF$$anonfun$8.class │ ├── UserBasedCF$$anonfun$main$1.class │ ├── UserBasedCF$$anonfun$main$2.class │ ├── UserBasedCF$$anonfun$main$3.class │ ├── UserBasedCF$.class │ └── UserBasedCF.class │ ├── day0716 │ ├── ALSDemo$$anonfun$1.class │ ├── ALSDemo$$anonfun$2.class │ ├── ALSDemo$$anonfun$3.class │ ├── ALSDemo$$anonfun$4.class │ ├── ALSDemo$$anonfun$5.class │ ├── ALSDemo$$anonfun$computeRMSE$1.class │ ├── ALSDemo$$anonfun$computeRMSE$2.class │ ├── ALSDemo$$anonfun$main$1$$anonfun$apply$mcVI$sp$1$$anonfun$apply$mcVD$sp$1.class │ ├── ALSDemo$$anonfun$main$1$$anonfun$apply$mcVI$sp$1.class │ ├── ALSDemo$$anonfun$main$1.class │ ├── ALSDemo$$anonfun$main$2.class │ ├── ALSDemo$.class │ ├── ALSDemo.class │ ├── PredictProducts$.class │ └── PredictProducts.class │ └── snippet │ └── Snippet.class ├── MyStormProject ├── .classpath ├── .project ├── .settings │ ├── org.eclipse.jdt.core.prefs │ └── org.eclipse.m2e.core.prefs ├── pom.xml ├── src │ └── main │ │ └── java │ │ └── day0706 │ │ ├── blacklist │ │ ├── BlackListMySQLBolt.java │ │ ├── BlackListSplitBolt.java │ │ ├── BlackListTopology.java │ │ └── BlackListTotalByWindowBolt.java │ │ └── hotip │ │ ├── HotIPMain.java │ │ ├── HotIPSplitBolt.java │ │ └── HotIPTotalBolt.java └── target │ └── classes │ └── day0706 │ ├── blacklist │ ├── BlackListMySQLBolt.class │ ├── BlackListSplitBolt.class │ ├── BlackListTopology.class │ └── BlackListTotalByWindowBolt.class │ └── hotip │ ├── HotIPMain.class │ ├── HotIPSplitBolt.class │ └── HotIPTotalBolt.class └── README.md /MyMahoutProject/.classpath: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | -------------------------------------------------------------------------------- /MyMahoutProject/.project: -------------------------------------------------------------------------------- 1 | 2 | 3 | MyMahoutProject 4 | 5 | 6 | 7 | 8 | 9 | org.eclipse.jdt.core.javabuilder 10 | 11 | 12 | 13 | 14 | org.eclipse.m2e.core.maven2Builder 15 | 16 | 17 | 18 | 19 | 20 | org.eclipse.jdt.core.javanature 21 | org.eclipse.m2e.core.maven2Nature 22 | 23 | 24 | -------------------------------------------------------------------------------- /MyMahoutProject/.settings/org.eclipse.jdt.core.prefs: -------------------------------------------------------------------------------- 1 | eclipse.preferences.version=1 2 | org.eclipse.jdt.core.compiler.codegen.targetPlatform=1.5 3 | org.eclipse.jdt.core.compiler.compliance=1.5 4 | org.eclipse.jdt.core.compiler.problem.forbiddenReference=warning 5 | org.eclipse.jdt.core.compiler.source=1.5 6 | -------------------------------------------------------------------------------- /MyMahoutProject/.settings/org.eclipse.m2e.core.prefs: -------------------------------------------------------------------------------- 1 | activeProfiles= 2 | eclipse.preferences.version=1 3 | resolveWorkspaceProjects=true 4 | version=1 5 | -------------------------------------------------------------------------------- /MyMahoutProject/pom.xml: -------------------------------------------------------------------------------- 1 | 2 | 4.0.0 3 | com.mydemo 4 | MyMahoutProject 5 | 0.0.1-SNAPSHOT 6 | 7 | 8 | 0.9 9 | 10 | 11 | 12 | 13 | org.apache.mahout 14 | mahout-core 15 | ${mahout.version} 16 | 17 | 18 | org.apache.mahout 19 | mahout-math 20 | ${mahout.version} 21 | 22 | 23 | org.apache.mahout 24 | mahout-integration 25 | ${mahout.version} 26 | 27 | 28 | org.mortbay.jetty 29 | jetty 30 | 31 | 32 | org.apache.cassandra 33 | cassandra-all 34 | 35 | 36 | me.prettyprint 37 | hector-core 38 | 39 | 40 | 41 | 42 | 43 | 44 | -------------------------------------------------------------------------------- /MyMahoutProject/src/main/java/demo/cf/ItemBasedCF.java: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/asdud/Bigdata_project/d82ba3cd6de651a38c1fa90473000c6a5f62bad7/MyMahoutProject/src/main/java/demo/cf/ItemBasedCF.java -------------------------------------------------------------------------------- /MyMahoutProject/src/main/java/demo/cf/UserBasedCF.java: 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-------------------------------------------------------------------------------- /MyMapReduceProject/.classpath: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | -------------------------------------------------------------------------------- /MyMapReduceProject/.project: -------------------------------------------------------------------------------- 1 | 2 | 3 | MyMapReduceProject 4 | 5 | 6 | 7 | 8 | 9 | org.eclipse.jdt.core.javabuilder 10 | 11 | 12 | 13 | 14 | org.eclipse.m2e.core.maven2Builder 15 | 16 | 17 | 18 | 19 | 20 | org.eclipse.jdt.core.javanature 21 | org.eclipse.m2e.core.maven2Nature 22 | 23 | 24 | -------------------------------------------------------------------------------- /MyMapReduceProject/.settings/org.eclipse.core.resources.prefs: -------------------------------------------------------------------------------- 1 | eclipse.preferences.version=1 2 | encoding//src/main/java/day0629/sogou/SogouLogMapper.java=UTF-8 3 | -------------------------------------------------------------------------------- /MyMapReduceProject/.settings/org.eclipse.jdt.core.prefs: -------------------------------------------------------------------------------- 1 | eclipse.preferences.version=1 2 | org.eclipse.jdt.core.compiler.codegen.targetPlatform=1.5 3 | org.eclipse.jdt.core.compiler.compliance=1.5 4 | org.eclipse.jdt.core.compiler.problem.forbiddenReference=warning 5 | org.eclipse.jdt.core.compiler.source=1.5 6 | -------------------------------------------------------------------------------- /MyMapReduceProject/.settings/org.eclipse.m2e.core.prefs: -------------------------------------------------------------------------------- 1 | activeProfiles= 2 | eclipse.preferences.version=1 3 | resolveWorkspaceProjects=true 4 | version=1 5 | -------------------------------------------------------------------------------- /MyMapReduceProject/pom.xml: -------------------------------------------------------------------------------- 1 | 2 | 4.0.0 3 | com.mydemo 4 | MyMapReduceProject 5 | 0.0.1-SNAPSHOT 6 | 7 | 8 | UTF-8 9 | 2.7.3 10 | 11 | 12 | 13 | 14 | 15 | junit 16 | junit 17 | 4.13.1 18 | test 19 | 20 | 21 | 22 | org.apache.hadoop 23 | hadoop-client 24 | ${hadoop.version} 25 | 26 | 27 | org.apache.hadoop 28 | hadoop-common 29 | ${hadoop.version} 30 | 31 | 32 | org.apache.hadoop 33 | hadoop-hdfs 34 | ${hadoop.version} 35 | 36 | 37 | 38 | -------------------------------------------------------------------------------- /MyMapReduceProject/src/main/java/day0629/peopleinfo/PeopleInfo.java: -------------------------------------------------------------------------------- 1 | package day0629.peopleinfo; 2 | 3 | import java.io.DataInput; 4 | import java.io.DataOutput; 5 | import java.io.IOException; 6 | 7 | import org.apache.hadoop.io.Writable; 8 | 9 | public class PeopleInfo implements Writable{ 10 | 11 | public void readFields(DataInput input) throws IOException { 12 | this.peopleID=input.readInt(); 13 | this.gender=input.readUTF(); 14 | this.height=input.readInt(); 15 | 16 | } 17 | 18 | public void write(DataOutput output) throws IOException { 19 | output.writeInt(this.peopleID); 20 | output.writeUTF(this.gender); 21 | output.writeInt(this.height); 22 | } 23 | 24 | private int peopleID; 25 | private String gender; 26 | private int height; 27 | 28 | 29 | 30 | public int getPeopleID() { 31 | return peopleID; 32 | } 33 | 34 | public void setPeopleID(int peopleID) { 35 | this.peopleID = peopleID; 36 | } 37 | 38 | public String getGender() { 39 | return gender; 40 | } 41 | 42 | public void setGender(String gender) { 43 | this.gender = gender; 44 | } 45 | 46 | public int getHeight() { 47 | return height; 48 | } 49 | 50 | public void setHeight(int height) { 51 | this.height = height; 52 | } 53 | 54 | 55 | 56 | } 57 | -------------------------------------------------------------------------------- /MyMapReduceProject/src/main/java/day0629/peopleinfo/PeopleInfoMain.java: -------------------------------------------------------------------------------- 1 | package day0629.peopleinfo; 2 | 3 | import java.io.IOException; 4 | 5 | import org.apache.hadoop.conf.Configuration; 6 | import org.apache.hadoop.fs.Path; 7 | import org.apache.hadoop.io.IntWritable; 8 | import org.apache.hadoop.io.Text; 9 | import org.apache.hadoop.mapreduce.Job; 10 | import org.apache.hadoop.mapreduce.lib.input.FileInputFormat; 11 | import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat; 12 | 13 | public class PeopleInfoMain { 14 | public static void main(String[] args) throws IOException, ClassNotFoundException, InterruptedException { 15 | 16 | Job job = Job.getInstance(new Configuration()); 17 | job.setJarByClass(PeopleInfoMain.class); 18 | 19 | job.setMapperClass(PeopleMapper.class); 20 | job.setMapOutputKeyClass(Text.class); 21 | job.setMapOutputValueClass(PeopleInfo.class); 22 | 23 | job.setReducerClass(PeopleReducer.class); 24 | job.setOutputKeyClass(Text.class); 25 | job.setOutputValueClass(IntWritable.class); 26 | 27 | FileInputFormat.setInputPaths(job, new Path(args[0])); 28 | FileOutputFormat.setOutputPath(job, new Path(args[1])); 29 | 30 | job.waitForCompletion(true); 31 | } 32 | 33 | } 34 | -------------------------------------------------------------------------------- /MyMapReduceProject/src/main/java/day0629/peopleinfo/PeopleMapper.java: -------------------------------------------------------------------------------- 1 | package day0629.peopleinfo; 2 | 3 | import java.io.IOException; 4 | 5 | import org.apache.hadoop.io.LongWritable; 6 | import org.apache.hadoop.io.Text; 7 | import org.apache.hadoop.mapreduce.Mapper; 8 | 9 | public class PeopleMapper extends Mapper { 10 | 11 | 12 | @Override 13 | protected void map(LongWritable key21, Text value1, Context context) 14 | throws IOException, InterruptedException { 15 | String data=value1.toString(); 16 | String[] words=data.split(" "); 17 | 18 | PeopleInfo info=new PeopleInfo(); 19 | info.setPeopleID(Integer.parseInt(words[0])); 20 | info.setGender(words[1]); 21 | info.setHeight(Integer.parseInt(words[2])); 22 | 23 | context.write(new Text(info.getGender()), info); 24 | } 25 | } 26 | -------------------------------------------------------------------------------- /MyMapReduceProject/src/main/java/day0629/peopleinfo/PeopleReducer.java: -------------------------------------------------------------------------------- 1 | package day0629.peopleinfo; 2 | 3 | import java.io.IOException; 4 | import java.util.Iterator; 5 | 6 | import org.apache.hadoop.io.IntWritable; 7 | import org.apache.hadoop.io.LongWritable; 8 | import org.apache.hadoop.io.Text; 9 | import org.apache.hadoop.mapreduce.Reducer; 10 | 11 | public class PeopleReducer extends Reducer { 12 | 13 | @Override 14 | protected void reduce(Text keys, Iterable value3, 15 | Context context) throws IOException, InterruptedException { 16 | // TODO Auto-generated method stub 17 | int totalNumber=0; 18 | int highest=0; 19 | int lowest=10000; 20 | 21 | for (PeopleInfo p : value3) { 22 | totalNumber++; 23 | if (p.getHeight()>highest) { 24 | highest=p.getHeight(); 25 | } 26 | 27 | if (p.getHeight() { 11 | 12 | @Override 13 | protected void map(LongWritable key1, Text value1, Context context) 14 | throws IOException, InterruptedException { 15 | //数据 20111230000005 16 | String data = value1.toString(); 17 | 18 | String[] words = data.split("\t"); 19 | 20 | //数据清洗 21 | if(words.length != 6) return; 22 | 23 | try{ 24 | //找到URL排名第一、用户排名顺序第二的 25 | if(Integer.parseInt(words[3]) == 1 && Integer.parseInt(words[4]) == 2){ 26 | context.write(value1, NullWritable.get()); 27 | } 28 | }catch(Exception ex){ 29 | ex.printStackTrace(); 30 | } 31 | } 32 | } 33 | 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org.apache.hadoop.io.IntWritable; 8 | import org.apache.hadoop.io.Text; 9 | import org.apache.hadoop.mapreduce.Reducer; 10 | 11 | public class ProductSalesInfoReducer extends Reducer { 12 | @Override 13 | protected void reduce(IntWritable k3, Iterable v3, Context context) 14 | throws IOException, InterruptedException { 15 | String productName=""; 16 | 17 | Map result= new HashMap(); 18 | 19 | 20 | for (Text v : v3) { 21 | String str=v.toString(); 22 | int index=str.indexOf("name:"); 23 | if (index>=0) { 24 | productName=str.substring(5); 25 | } else { 26 | int year=Integer.parseInt(str.substring(0, 4)); 27 | double amount=Double.parseDouble(str.substring(str.lastIndexOf(":")+1)); 28 | 29 | if (result.containsKey(year)) { 30 | result.put(year, result.get(year)+amount); 31 | }else { 32 | result.put(year, amount); 33 | } 34 | } 35 | 36 | } 37 | context.write(new Text(productName), new Text(result.toString())); 38 | 39 | } 40 | } 41 | 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-------------------------------------------------------------------------------- 1 | package day0704.project04.clean; 2 | 3 | public class CleanDataReducer { 4 | 5 | } 6 | -------------------------------------------------------------------------------- /MyMapReduceProject/target/classes/day0629/peopleinfo/PeopleInfo.class: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/asdud/Bigdata_project/d82ba3cd6de651a38c1fa90473000c6a5f62bad7/MyMapReduceProject/target/classes/day0629/peopleinfo/PeopleInfo.class -------------------------------------------------------------------------------- /MyMapReduceProject/target/classes/day0629/peopleinfo/PeopleInfoMain.class: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/asdud/Bigdata_project/d82ba3cd6de651a38c1fa90473000c6a5f62bad7/MyMapReduceProject/target/classes/day0629/peopleinfo/PeopleInfoMain.class 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-------------------------------------------------------------------------------- 1 | //src/main/java=main 2 | //src/main/resources=main 3 | //src/test/java=tests 4 | //src/test/resources=tests 5 | P= 6 | Xcheckinit=false 7 | Xdisable-assertions=false 8 | Xelide-below=-2147483648 9 | Xexperimental=false 10 | Xfatal-warnings=false 11 | Xfuture=false 12 | Xlog-implicits=false 13 | Xno-uescape=false 14 | Xplugin= 15 | Xplugin-disable= 16 | Xplugin-require= 17 | Xpluginsdir=misc\\scala-devel\\plugins 18 | Ypresentation-debug=false 19 | Ypresentation-delay=0 20 | Ypresentation-log= 21 | Ypresentation-replay= 22 | Ypresentation-verbose=false 23 | apiDiff=false 24 | compileorder=Mixed 25 | deprecation=false 26 | eclipse.preferences.version=1 27 | explaintypes=false 28 | feature=false 29 | g=vars 30 | no-specialization=false 31 | nowarn=false 32 | optimise=false 33 | recompileOnMacroDef=true 34 | relationsDebug=false 35 | scala.compiler.additionalParams=\ -Xsource\:2.10 -Ymacro-expand\:none 36 | scala.compiler.installation=903060352 37 | scala.compiler.sourceLevel=2.10 38 | scala.compiler.useProjectSettings=true 39 | stopBuildOnError=true 40 | target=jvm-1.8 41 | unchecked=false 42 | useScopesCompiler=true 43 | verbose=false 44 | withVersionClasspathValidator=true 45 | -------------------------------------------------------------------------------- /MySparkProject/MySparkProject.iml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | -------------------------------------------------------------------------------- /MySparkProject/pom.xml: -------------------------------------------------------------------------------- 1 | 2 | 4.0.0 3 | com.myspark 4 | MySparkProject 5 | 0.0.1-SNAPSHOT 6 | 7 | 8 | 2.4.7 9 | 2.11 10 | 11 | 12 | 13 | 14 | org.apache.spark 15 | spark-core_${scala.version} 16 | ${spark.version} 17 | 18 | 19 | org.apache.spark 20 | spark-streaming_${scala.version} 21 | ${spark.version} 22 | 23 | 24 | org.apache.spark 25 | spark-sql_${scala.version} 26 | ${spark.version} 27 | 28 | 29 | org.apache.spark 30 | spark-hive_${scala.version} 31 | ${spark.version} 32 | 33 | 34 | org.apache.spark 35 | spark-mllib_${scala.version} 36 | ${spark.version} 37 | 38 | 39 | 40 | org.apache.spark 41 | spark-streaming-kafka-0-8_2.11 42 | 2.1.1 43 | 44 | 45 | 46 | -------------------------------------------------------------------------------- /MySparkProject/src/main/java/day0629/PeopleInfo/PeopleInfoCalc.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/asdud/Bigdata_project/d82ba3cd6de651a38c1fa90473000c6a5f62bad7/MySparkProject/src/main/java/day0629/PeopleInfo/PeopleInfoCalc.scala -------------------------------------------------------------------------------- /MySparkProject/src/main/java/day0629/PeopleInfo/PeopleInfoFileGenerator.scala: -------------------------------------------------------------------------------- 1 | package day0629 2 | 3 | import java.io.FileWriter 4 | import java.io.File 5 | import scala.util.Random 6 | 7 | object PeopleInfoFileGenerator { 8 | def main(args:Array[String]) { 9 | val writer = new FileWriter(new File("d:\\temp\\sample_people_info.txt"),false) 10 | val rand = new Random() 11 | for ( i <- 1 to 1000) { 12 | var height = rand.nextInt(220) 13 | if (height < 50) { 14 | height = height + 50 15 | } 16 | var gender = getRandomGender 17 | if (height < 100 && gender == "M") 18 | height = height + 100 19 | if (height < 100 && gender == "F") 20 | height = height + 50 21 | writer.write( i + " " + getRandomGender + " " + height+"\n") 22 | } 23 | writer.flush() 24 | writer.close() 25 | println("People Information File generated successfully.") 26 | } 27 | 28 | def getRandomGender() :String = { 29 | val rand = new Random() 30 | val randNum = rand.nextInt(2) + 1 31 | if (randNum % 2 == 0) { 32 | "M" 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storm-kafka from 1.1.0 to 1.2.3 in /MyStormProject dependencies 23 | #3 by dependabot bot was merged 3 minutes ago 24 | 25 | Bump mysql-connector-java from 5.1.31 to 8.0.16 in /MyStormProject dependencies 26 | #2 by dependabot bot was merged on 27 Jul 2020 27 | 28 | 29 | 30 | --------------------------------------------------------------------------------