From 05495eeed367671db8add5c614bae0dcbfe5c7b4 Mon Sep 17 00:00:00 2001 From: Ilya Andreev Date: Thu, 12 Dec 2024 13:08:20 +0300 Subject: [PATCH 1/4] Basic implementation --- .gitignore | 42 ++++ .idea/.gitignore | 8 + .idea/gradle.xml | 16 ++ .idea/inspectionProfiles/Project_Default.xml | 8 + .idea/misc.xml | 10 + .idea/palantir-java-format.xml | 6 + .idea/uiDesigner.xml | 124 ++++++++++ .idea/vcs.xml | 6 + build.gradle | 31 +++ docker-compose.yml | 44 ++++ gradle/wrapper/gradle-wrapper.jar | Bin 0 -> 60756 bytes gradle/wrapper/gradle-wrapper.properties | 6 + gradlew | 234 ++++++++++++++++++ gradlew.bat | 89 +++++++ settings.gradle | 2 + src/main/java/ru/brikster/MetricType.java | 9 + .../ru/brikster/SalesAnalysisApplication.java | 126 ++++++++++ src/main/java/ru/brikster/SalesMapper.java | 61 +++++ src/main/java/ru/brikster/SalesMetric.java | 58 +++++ src/main/java/ru/brikster/SalesReducer.java | 77 ++++++ .../java/ru/brikster/SaltedPartitioner.java | 14 ++ 21 files changed, 971 insertions(+) create mode 100644 .gitignore create mode 100644 .idea/.gitignore create mode 100644 .idea/gradle.xml create mode 100644 .idea/inspectionProfiles/Project_Default.xml create mode 100644 .idea/misc.xml create mode 100644 .idea/palantir-java-format.xml create mode 100644 .idea/uiDesigner.xml create mode 100644 .idea/vcs.xml create mode 100644 build.gradle create mode 100644 docker-compose.yml create mode 100644 gradle/wrapper/gradle-wrapper.jar create mode 100644 gradle/wrapper/gradle-wrapper.properties create mode 100755 gradlew create mode 100644 gradlew.bat create mode 100644 settings.gradle create mode 100644 src/main/java/ru/brikster/MetricType.java create mode 100644 src/main/java/ru/brikster/SalesAnalysisApplication.java create mode 100644 src/main/java/ru/brikster/SalesMapper.java create mode 100644 src/main/java/ru/brikster/SalesMetric.java create mode 100644 src/main/java/ru/brikster/SalesReducer.java create mode 100644 src/main/java/ru/brikster/SaltedPartitioner.java diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..b63da45 --- /dev/null +++ b/.gitignore @@ -0,0 +1,42 @@ +.gradle +build/ +!gradle/wrapper/gradle-wrapper.jar +!**/src/main/**/build/ +!**/src/test/**/build/ + +### IntelliJ IDEA ### +.idea/modules.xml +.idea/jarRepositories.xml +.idea/compiler.xml +.idea/libraries/ +*.iws +*.iml +*.ipr +out/ +!**/src/main/**/out/ +!**/src/test/**/out/ + +### Eclipse ### +.apt_generated +.classpath +.factorypath +.project +.settings +.springBeans +.sts4-cache +bin/ +!**/src/main/**/bin/ +!**/src/test/**/bin/ + +### NetBeans ### +/nbproject/private/ +/nbbuild/ +/dist/ +/nbdist/ +/.nb-gradle/ + +### VS Code ### +.vscode/ + +### Mac OS ### +.DS_Store \ No newline at end of file diff --git a/.idea/.gitignore b/.idea/.gitignore new file mode 100644 index 0000000..13566b8 --- /dev/null +++ b/.idea/.gitignore @@ -0,0 +1,8 @@ +# Default ignored files +/shelf/ +/workspace.xml +# Editor-based HTTP Client requests +/httpRequests/ +# Datasource local storage ignored files +/dataSources/ +/dataSources.local.xml diff --git a/.idea/gradle.xml b/.idea/gradle.xml new file mode 100644 index 0000000..14746e7 --- /dev/null +++ b/.idea/gradle.xml @@ -0,0 +1,16 @@ + + + + + + \ No newline at end of file diff --git a/.idea/inspectionProfiles/Project_Default.xml b/.idea/inspectionProfiles/Project_Default.xml new file mode 100644 index 0000000..f515627 --- /dev/null +++ b/.idea/inspectionProfiles/Project_Default.xml @@ -0,0 +1,8 @@ + + + + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml new file mode 100644 index 0000000..32cf4db --- /dev/null +++ b/.idea/misc.xml @@ -0,0 +1,10 @@ + + + + + + + + + + \ No newline at end of file diff --git a/.idea/palantir-java-format.xml b/.idea/palantir-java-format.xml new file mode 100644 index 0000000..cbcc1cb --- /dev/null +++ b/.idea/palantir-java-format.xml @@ -0,0 +1,6 @@ + + + + + \ No newline at end of file diff --git a/.idea/uiDesigner.xml b/.idea/uiDesigner.xml new file mode 100644 index 0000000..2b63946 --- /dev/null +++ b/.idea/uiDesigner.xml @@ -0,0 +1,124 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/.idea/vcs.xml b/.idea/vcs.xml new file mode 100644 index 0000000..94a25f7 --- /dev/null +++ b/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/build.gradle b/build.gradle new file mode 100644 index 0000000..ab83f79 --- /dev/null +++ b/build.gradle @@ -0,0 +1,31 @@ +plugins { + id 'java' +} + +group = 'net.rednite' +version = '1.0-SNAPSHOT' + +repositories { + mavenCentral() +} + +dependencies { + implementation ('org.apache.hadoop:hadoop-common:3.3.6') { + exclude group: 'org.slf4j', module: 'slf4j-reload4j' + } + implementation ('org.apache.hadoop:hadoop-client:3.3.6') { + exclude group: 'org.slf4j', module: 'slf4j-reload4j' + } + + implementation 'org.slf4j:slf4j-simple:2.0.16' + + compileOnly 'org.projectlombok:lombok:1.18.36' + annotationProcessor 'org.projectlombok:lombok:1.18.36' + + testImplementation platform('org.junit:junit-bom:5.10.0') + testImplementation 'org.junit.jupiter:junit-jupiter' +} + +test { + useJUnitPlatform() +} \ No newline at end of file diff --git a/docker-compose.yml b/docker-compose.yml new file mode 100644 index 0000000..e208fd0 --- /dev/null +++ b/docker-compose.yml @@ -0,0 +1,44 @@ +version: '3.8' + +services: + namenode: + image: bde2020/hadoop-namenode:2.0.0-hadoop3.2.1-java8 + container_name: namenode + hostname: namenode + environment: + - CLUSTER_NAME=test-cluster + - CORE_CONF_fs_defaultFS=hdfs://0.0.0.0:9000 # Слушать на всех интерфейсах + - HDFS_CONF_dfs_replication=1 + ports: + - "9870:9870" # Web UI + - "9000:9000" # RPC + volumes: + - namenode-data:/hadoop/dfs/name + networks: + - hadoop + + datanode: + image: bde2020/hadoop-datanode:2.0.0-hadoop3.2.1-java8 + container_name: datanode + hostname: datanode + environment: + - CORE_CONF_fs_defaultFS=hdfs://0.0.0.0:9000 # Слушать на всех интерфейсах + - HDFS_CONF_dfs_replication=1 + ports: + - "9864:9864" # Web UI + - "50010:50010" # Data Transfer Port + - "50020:50020" # IPC Port + - "50075:50075" # HTTP Server Port + volumes: + - datanode-data:/hadoop/dfs/data + depends_on: + - namenode + networks: + - hadoop + +volumes: + namenode-data: + datanode-data: + +networks: + hadoop: \ No newline at end of file diff --git a/gradle/wrapper/gradle-wrapper.jar b/gradle/wrapper/gradle-wrapper.jar new file mode 100644 index 0000000000000000000000000000000000000000..249e5832f090a2944b7473328c07c9755baa3196 GIT binary patch literal 60756 zcmb5WV{~QRw(p$^Dz@00IL3?^hro$gg*4VI_WAaTyVM5Foj~O|-84 z$;06hMwt*rV;^8iB z1~&0XWpYJmG?Ts^K9PC62H*`G}xom%S%yq|xvG~FIfP=9*f 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You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. +DEFAULT_JVM_OPTS='"-Xmx64m" "-Xms64m"' + +# Use the maximum available, or set MAX_FD != -1 to use that value. +MAX_FD=maximum + +warn () { + echo "$*" +} >&2 + +die () { + echo + echo "$*" + echo + exit 1 +} >&2 + +# OS specific support (must be 'true' or 'false'). +cygwin=false +msys=false +darwin=false +nonstop=false +case "$( uname )" in #( + CYGWIN* ) cygwin=true ;; #( + Darwin* ) darwin=true ;; #( + MSYS* | MINGW* ) msys=true ;; #( + NONSTOP* ) nonstop=true ;; +esac + +CLASSPATH=$APP_HOME/gradle/wrapper/gradle-wrapper.jar + + +# Determine the Java command to use to start the JVM. +if [ -n "$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=$JAVA_HOME/bin/java + fi + if [ ! -x "$JAVACMD" ] ; then + die "ERROR: JAVA_HOME is set to an invalid directory: $JAVA_HOME + +Please set the JAVA_HOME variable in your environment to match the +location of your Java installation." + fi +else + JAVACMD=java + which java >/dev/null 2>&1 || die "ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. + +Please set the JAVA_HOME variable in your environment to match the +location of your Java installation." +fi + +# Increase the maximum file descriptors if we can. +if ! "$cygwin" && ! "$darwin" && ! "$nonstop" ; then + case $MAX_FD in #( + max*) + MAX_FD=$( ulimit -H -n ) || + warn "Could not query maximum file descriptor limit" + esac + case $MAX_FD in #( + '' | soft) :;; #( + *) + ulimit -n "$MAX_FD" || + warn "Could not set maximum file descriptor limit to $MAX_FD" + esac +fi + +# Collect all arguments for the java command, stacking in reverse order: +# * args from the command line +# * the main class name +# * -classpath +# * -D...appname settings +# * --module-path (only if needed) +# * DEFAULT_JVM_OPTS, JAVA_OPTS, and GRADLE_OPTS environment variables. + +# For Cygwin or MSYS, switch paths to Windows format before running java +if "$cygwin" || "$msys" ; then + APP_HOME=$( cygpath --path --mixed "$APP_HOME" ) + CLASSPATH=$( cygpath --path --mixed "$CLASSPATH" ) + + JAVACMD=$( cygpath --unix "$JAVACMD" ) + + # Now convert the arguments - kludge to limit ourselves to /bin/sh + for arg do + if + case $arg in #( + -*) false ;; # don't mess with options #( + /?*) t=${arg#/} t=/${t%%/*} # looks like a POSIX filepath + [ -e "$t" ] ;; #( + *) false ;; + esac + then + arg=$( cygpath --path --ignore --mixed "$arg" ) + fi + # Roll the args list around exactly as many times as the number of + # args, so each arg winds up back in the position where it started, but + # possibly modified. + # + # NB: a `for` loop captures its iteration list before it begins, so + # changing the positional parameters here affects neither the number of + # iterations, nor the values presented in `arg`. + shift # remove old arg + set -- "$@" "$arg" # push replacement arg + done +fi + +# Collect all arguments for the java command; +# * $DEFAULT_JVM_OPTS, $JAVA_OPTS, and $GRADLE_OPTS can contain fragments of +# shell script including quotes and variable substitutions, so put them in +# double quotes to make sure that they get re-expanded; and +# * put everything else in single quotes, so that it's not re-expanded. + +set -- \ + "-Dorg.gradle.appname=$APP_BASE_NAME" \ + -classpath "$CLASSPATH" \ + org.gradle.wrapper.GradleWrapperMain \ + "$@" + +# Use "xargs" to parse quoted args. +# +# With -n1 it outputs one arg per line, with the quotes and backslashes removed. +# +# In Bash we could simply go: +# +# readarray ARGS < <( xargs -n1 <<<"$var" ) && +# set -- "${ARGS[@]}" "$@" +# +# but POSIX shell has neither arrays nor command substitution, so instead we +# post-process each arg (as a line of input to sed) to backslash-escape any +# character that might be a shell metacharacter, then use eval to reverse +# that process (while maintaining the separation between arguments), and wrap +# the whole thing up as a single "set" statement. +# +# This will of course break if any of these variables contains a newline or +# an unmatched quote. +# + +eval "set -- $( + printf '%s\n' "$DEFAULT_JVM_OPTS $JAVA_OPTS $GRADLE_OPTS" | + xargs -n1 | + sed ' s~[^-[:alnum:]+,./:=@_]~\\&~g; ' | + tr '\n' ' ' + )" '"$@"' + +exec "$JAVACMD" "$@" diff --git a/gradlew.bat b/gradlew.bat new file mode 100644 index 0000000..107acd3 --- /dev/null +++ b/gradlew.bat @@ -0,0 +1,89 @@ +@rem +@rem Copyright 2015 the original author or authors. +@rem +@rem Licensed under the Apache License, Version 2.0 (the "License"); +@rem you may not use this file except in compliance with the License. +@rem 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, software +@rem distributed under the License is distributed on an "AS IS" BASIS, +@rem WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +@rem See the License for the specific language governing permissions and +@rem limitations under the License. +@rem + +@if "%DEBUG%" == "" @echo off +@rem ########################################################################## +@rem +@rem Gradle startup script for Windows +@rem +@rem ########################################################################## + +@rem Set local scope for the variables with windows NT shell +if "%OS%"=="Windows_NT" setlocal + +set DIRNAME=%~dp0 +if "%DIRNAME%" == "" set DIRNAME=. +set APP_BASE_NAME=%~n0 +set APP_HOME=%DIRNAME% + +@rem Resolve any "." and ".." in APP_HOME to make it shorter. +for %%i in ("%APP_HOME%") do set APP_HOME=%%~fi + +@rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. +set DEFAULT_JVM_OPTS="-Xmx64m" "-Xms64m" + +@rem Find java.exe +if defined JAVA_HOME goto findJavaFromJavaHome + +set JAVA_EXE=java.exe +%JAVA_EXE% -version >NUL 2>&1 +if "%ERRORLEVEL%" == "0" goto execute + +echo. +echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. +echo. +echo Please set the JAVA_HOME variable in your environment to match the +echo location of your Java installation. + +goto fail + +:findJavaFromJavaHome +set JAVA_HOME=%JAVA_HOME:"=% +set JAVA_EXE=%JAVA_HOME%/bin/java.exe + +if exist "%JAVA_EXE%" goto execute + +echo. +echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME% +echo. +echo Please set the JAVA_HOME variable in your environment to match the +echo location of your Java installation. + +goto fail + +:execute +@rem Setup the command line + +set CLASSPATH=%APP_HOME%\gradle\wrapper\gradle-wrapper.jar + + +@rem Execute Gradle +"%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %* + +:end +@rem End local scope for the variables with windows NT shell +if "%ERRORLEVEL%"=="0" goto mainEnd + +:fail +rem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of +rem the _cmd.exe /c_ return code! +if not "" == "%GRADLE_EXIT_CONSOLE%" exit 1 +exit /b 1 + +:mainEnd +if "%OS%"=="Windows_NT" endlocal + +:omega diff --git a/settings.gradle b/settings.gradle new file mode 100644 index 0000000..5e8f702 --- /dev/null +++ b/settings.gradle @@ -0,0 +1,2 @@ +rootProject.name = 'parallel-lab4' + diff --git a/src/main/java/ru/brikster/MetricType.java b/src/main/java/ru/brikster/MetricType.java new file mode 100644 index 0000000..49c9805 --- /dev/null +++ b/src/main/java/ru/brikster/MetricType.java @@ -0,0 +1,9 @@ +package ru.brikster; + +public enum MetricType { + REVENUE, // Общая выручка + AVERAGE_PRICE, // Средняя цена товара + ITEMS_SOLD, // Количество проданных товаров + AVERAGE_QUANTITY, // Среднее количество товаров в заказе + TRANSACTIONS // Количество транзакций +} diff --git a/src/main/java/ru/brikster/SalesAnalysisApplication.java b/src/main/java/ru/brikster/SalesAnalysisApplication.java new file mode 100644 index 0000000..282086d --- /dev/null +++ b/src/main/java/ru/brikster/SalesAnalysisApplication.java @@ -0,0 +1,126 @@ +package ru.brikster; + +import lombok.extern.slf4j.Slf4j; +import org.apache.hadoop.conf.Configuration; +import org.apache.hadoop.fs.FileSystem; +import org.apache.hadoop.fs.Path; +import org.apache.hadoop.io.Text; +import org.apache.hadoop.mapreduce.Job; +import org.apache.hadoop.mapreduce.lib.input.FileInputFormat; +import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat; + +import java.io.IOException; +import java.nio.file.Files; +import java.nio.file.Paths; +import java.nio.file.StandardOpenOption; +import java.util.stream.Stream; + +@Slf4j +public class SalesAnalysisApplication { + + private static final String HDFS_URI = "hdfs://localhost:9000"; + private static final String INPUT_DIR = "/input"; + private static final String OUTPUT_DIR = "/result"; + + private static final boolean USE_SALTED_PARTITIONER = true; + private static final int REDUCERS_COUNT = 1; + + public static void main(String[] args) throws Exception { + if (args.length < 3) { + System.err.println("Usage: SalesAnalysis "); + System.exit(1); + } + + Configuration conf = createConfiguration(args[2]); +// conf.set("mapreduce.input.fileinputformat.split.maxsize", "30000000"); + FileSystem fs = FileSystem.get(conf); + + Path localInputDir = new Path(args[0]); + Path hdfsInputDir = new Path(INPUT_DIR); + Path hdfsOutputDir = new Path(OUTPUT_DIR); + Path localOutputDir = new Path(args[1]); + + setupDirectories(fs, hdfsInputDir, hdfsOutputDir, localOutputDir); + + try (Stream files = Files.list(Paths.get(localInputDir.toString()))) { + files.forEach(file -> { + try { + Path hdfsFilePath = new Path(hdfsInputDir, file.getFileName().toString()); + fs.copyFromLocalFile(false, true, new Path(file.toString()), hdfsFilePath); + } catch (IOException e) { + log.error("Error copying file to HDFS: {}", file, e); + } + }); + } + + Job job = configureJob(conf, args[2], hdfsInputDir, hdfsOutputDir); + long startMs = System.currentTimeMillis(); + boolean success = job.waitForCompletion(true); + long totalMs = System.currentTimeMillis() - startMs; + + if (success) { + fs.copyToLocalFile(false, hdfsOutputDir, localOutputDir, true); + Files.writeString(Paths.get("metrics.txt"), "ms: " + totalMs + ", salted: " + USE_SALTED_PARTITIONER + ", reducers: " + REDUCERS_COUNT +"\n", + StandardOpenOption.APPEND, + StandardOpenOption.CREATE); + } else { + System.err.println("Job failed!"); + System.exit(1); + } + } + + private static Configuration createConfiguration(String metricType) { + Configuration conf = new Configuration(); + conf.set("metric.type", metricType.toUpperCase()); + conf.set("fs.defaultFS", HDFS_URI); + return conf; + } + + private static void setupDirectories(FileSystem fs, Path inputDir, Path outputDir, Path localOutputDir) throws IOException { + if (!fs.exists(inputDir)) { + fs.mkdirs(inputDir); + } + if (fs.exists(outputDir)) { + fs.delete(outputDir, true); + } + var localOutputDirPath = Paths.get(localOutputDir.toString()); + if (Files.exists(localOutputDirPath)) { + try (var files = Files.walk(localOutputDirPath)) { + files.forEach(path -> { + try { + if (!Files.isDirectory(path)) { + Files.delete(path); + } + } catch (IOException e) { + throw new RuntimeException(e); + } + }); + } + Files.delete(localOutputDirPath); + } + } + + private static Job configureJob(Configuration conf, String metricType, Path inputDir, Path outputDir) + throws IOException { + Job job = Job.getInstance(conf, "sales analysis - " + metricType); + job.setJarByClass(SalesAnalysisApplication.class); + + job.setMapperClass(SalesMapper.class); + job.setMapOutputKeyClass(Text.class); + job.setMapOutputValueClass(SalesMetric.class); + + job.setReducerClass(SalesReducer.class); + job.setOutputKeyClass(Text.class); + job.setOutputValueClass(Text.class); + + if (USE_SALTED_PARTITIONER) { + job.setPartitionerClass(SaltedPartitioner.class); + } + job.setNumReduceTasks(REDUCERS_COUNT); + + FileInputFormat.addInputPath(job, inputDir); + FileOutputFormat.setOutputPath(job, outputDir); + + return job; + } +} \ No newline at end of file diff --git a/src/main/java/ru/brikster/SalesMapper.java b/src/main/java/ru/brikster/SalesMapper.java new file mode 100644 index 0000000..6042ce7 --- /dev/null +++ b/src/main/java/ru/brikster/SalesMapper.java @@ -0,0 +1,61 @@ +package ru.brikster; + +import lombok.extern.slf4j.Slf4j; +import org.apache.hadoop.io.Text; +import org.apache.hadoop.mapreduce.Mapper; + +import java.io.IOException; + +@Slf4j +public class SalesMapper extends Mapper { + + private MetricType metricType; + + @Override + protected void setup(Context context) { + metricType = MetricType.valueOf(context.getConfiguration() + .get("metric.type", "REVENUE")); + } + + @Override + public void map(Object key, Text value, Context context) throws IOException, InterruptedException { + if (value.toString().startsWith("transaction_id")) { + return; + } + + String[] fields = value.toString().split(","); + if (fields.length == 5) { + String id = fields[0]; + String category = fields[2]; + double price = Double.parseDouble(fields[3]); + int quantity = Integer.parseInt(fields[4]); + double revenue = price * quantity; + + Text categoryKey = new Text(category); + + SalesMetric metric = new SalesMetric(); + switch (metricType) { + case REVENUE: + metric.set(id, category, revenue, 1, quantity); + break; + case AVERAGE_PRICE: + metric.set(id, category, price, 1, quantity); + break; + case ITEMS_SOLD: + metric.set(id, category, quantity, 1, quantity); + break; + case AVERAGE_QUANTITY: + metric.set(id, category, quantity, 1, 1); + break; + case TRANSACTIONS: + metric.set(id, category, 1, 1, quantity); + break; + default: + return; + } + + context.write(categoryKey, metric); + } + } + +} diff --git a/src/main/java/ru/brikster/SalesMetric.java b/src/main/java/ru/brikster/SalesMetric.java new file mode 100644 index 0000000..416b3b4 --- /dev/null +++ b/src/main/java/ru/brikster/SalesMetric.java @@ -0,0 +1,58 @@ +package ru.brikster; + +import lombok.Getter; +import lombok.ToString; +import lombok.extern.slf4j.Slf4j; +import org.apache.curator.shaded.com.google.common.io.ByteStreams; +import org.apache.hadoop.io.*; + +import java.io.DataInput; +import java.io.DataOutput; +import java.io.IOException; + +@Slf4j +@ToString +@Getter +public class SalesMetric implements Writable { + + private final Text id; + private final Text category; + private final DoubleWritable value; + private final DoubleWritable count; + private final IntWritable quantity; + + public SalesMetric() { + this.id = new Text(); + this.category = new Text(); + this.value = new DoubleWritable(); + this.count = new DoubleWritable(); + this.quantity = new IntWritable(); + } + + public void set(String id, String category, double value, double count, int quantity) { + this.id.set(id); + this.category.set(category); + this.value.set(value); + this.count.set(count); + this.quantity.set(quantity); + } + + @Override + public void write(DataOutput out) throws IOException { + id.write(out); + category.write(out); + value.write(out); + count.write(out); + quantity.write(out); + } + + @Override + public void readFields(DataInput in) throws IOException { + id.readFields(in); + category.readFields(in); + value.readFields(in); + count.readFields(in); + quantity.readFields(in); + } + +} diff --git a/src/main/java/ru/brikster/SalesReducer.java b/src/main/java/ru/brikster/SalesReducer.java new file mode 100644 index 0000000..b780f8f --- /dev/null +++ b/src/main/java/ru/brikster/SalesReducer.java @@ -0,0 +1,77 @@ +package ru.brikster; + +import lombok.extern.slf4j.Slf4j; +import org.apache.hadoop.io.Text; +import org.apache.hadoop.mapreduce.Reducer; + +import java.io.IOException; +import java.util.ArrayList; +import java.util.Comparator; +import java.util.List; + +@Slf4j +public class SalesReducer extends Reducer { + + private MetricType metricType; + private List results; + + @Override + protected void setup(Context context) { + metricType = MetricType.valueOf(context.getConfiguration().get("metric.type", "REVENUE")); + results = new ArrayList<>(); + } + + @Override + public void reduce(Text key, Iterable values, Context context) { + double totalValue = 0; + double totalCount = 0; + double totalQuantity = 0; + + for (SalesMetric val : values) { + totalValue += val.getValue().get(); + totalCount += val.getCount().get(); + totalQuantity += val.getQuantity().get(); + } + + double metric; + + String result = switch (metricType) { + case REVENUE -> { + metric = totalValue; + yield String.format("%.2f\t%.0f", totalValue, totalQuantity); + } + case AVERAGE_PRICE -> { + metric = totalValue / totalCount; + yield String.format("%.2f (avg price per item)", totalValue / totalCount); + } + case ITEMS_SOLD -> { + metric = totalValue; + yield String.format("%.0f items", totalValue); + } + case AVERAGE_QUANTITY -> { + metric = totalValue / totalCount; + yield String.format("%.2f (avg items per transaction)", totalValue / totalCount); + } + case TRANSACTIONS -> { + metric = totalValue; + yield String.format("%.0f transactions", totalValue); + } + }; + + results.add(new Result(new Text(key.toString()), metric, result)); + } + + @Override + protected void cleanup(Context context) throws IOException, InterruptedException { + results.sort(Comparator.comparingDouble(Result::value).reversed()); + + for (Result result : results) { + context.write(result.category(), new Text(result.output())); + } + + this.results.clear(); + } + + private record Result(Text category, double value, String output) {} + +} diff --git a/src/main/java/ru/brikster/SaltedPartitioner.java b/src/main/java/ru/brikster/SaltedPartitioner.java new file mode 100644 index 0000000..20d72d4 --- /dev/null +++ b/src/main/java/ru/brikster/SaltedPartitioner.java @@ -0,0 +1,14 @@ +package ru.brikster; + +import org.apache.hadoop.io.Text; +import org.apache.hadoop.mapreduce.Partitioner; + +public class SaltedPartitioner extends Partitioner { + + @Override + public int getPartition(Text key, SalesMetric value, int numReduceTasks) { + String saltedKey = (Math.random() * 10) + key.toString(); + return Math.abs(saltedKey.hashCode() % numReduceTasks); + } + +} \ No newline at end of file From 210ea5fdf7c241ab85066bc9fbddb844f1a1e689 Mon Sep 17 00:00:00 2001 From: Ilya Andreev Date: Thu, 12 Dec 2024 20:10:04 +0300 Subject: [PATCH 2/4] A little refactor --- src/main/java/ru/brikster/SalesMapper.java | 10 +++++----- src/main/java/ru/brikster/SalesMetric.java | 8 +------- src/main/java/ru/brikster/SalesReducer.java | 2 +- 3 files changed, 7 insertions(+), 13 deletions(-) diff --git a/src/main/java/ru/brikster/SalesMapper.java b/src/main/java/ru/brikster/SalesMapper.java index 6042ce7..99a02bb 100644 --- a/src/main/java/ru/brikster/SalesMapper.java +++ b/src/main/java/ru/brikster/SalesMapper.java @@ -36,19 +36,19 @@ public void map(Object key, Text value, Context context) throws IOException, Int SalesMetric metric = new SalesMetric(); switch (metricType) { case REVENUE: - metric.set(id, category, revenue, 1, quantity); + metric.set(id, category, revenue, quantity); break; case AVERAGE_PRICE: - metric.set(id, category, price, 1, quantity); + metric.set(id, category, price, quantity); break; case ITEMS_SOLD: - metric.set(id, category, quantity, 1, quantity); + metric.set(id, category, quantity, quantity); break; case AVERAGE_QUANTITY: - metric.set(id, category, quantity, 1, 1); + metric.set(id, category, quantity, 1); break; case TRANSACTIONS: - metric.set(id, category, 1, 1, quantity); + metric.set(id, category, 1, quantity); break; default: return; diff --git a/src/main/java/ru/brikster/SalesMetric.java b/src/main/java/ru/brikster/SalesMetric.java index 416b3b4..daccbb8 100644 --- a/src/main/java/ru/brikster/SalesMetric.java +++ b/src/main/java/ru/brikster/SalesMetric.java @@ -3,7 +3,6 @@ import lombok.Getter; import lombok.ToString; import lombok.extern.slf4j.Slf4j; -import org.apache.curator.shaded.com.google.common.io.ByteStreams; import org.apache.hadoop.io.*; import java.io.DataInput; @@ -18,22 +17,19 @@ public class SalesMetric implements Writable { private final Text id; private final Text category; private final DoubleWritable value; - private final DoubleWritable count; private final IntWritable quantity; public SalesMetric() { this.id = new Text(); this.category = new Text(); this.value = new DoubleWritable(); - this.count = new DoubleWritable(); this.quantity = new IntWritable(); } - public void set(String id, String category, double value, double count, int quantity) { + public void set(String id, String category, double value, int quantity) { this.id.set(id); this.category.set(category); this.value.set(value); - this.count.set(count); this.quantity.set(quantity); } @@ -42,7 +38,6 @@ public void write(DataOutput out) throws IOException { id.write(out); category.write(out); value.write(out); - count.write(out); quantity.write(out); } @@ -51,7 +46,6 @@ public void readFields(DataInput in) throws IOException { id.readFields(in); category.readFields(in); value.readFields(in); - count.readFields(in); quantity.readFields(in); } diff --git a/src/main/java/ru/brikster/SalesReducer.java b/src/main/java/ru/brikster/SalesReducer.java index b780f8f..62c1e1e 100644 --- a/src/main/java/ru/brikster/SalesReducer.java +++ b/src/main/java/ru/brikster/SalesReducer.java @@ -29,7 +29,7 @@ public void reduce(Text key, Iterable values, Context context) { for (SalesMetric val : values) { totalValue += val.getValue().get(); - totalCount += val.getCount().get(); + totalCount += 1; totalQuantity += val.getQuantity().get(); } From 07dc03e66e91d77053815e996a990728b526559b Mon Sep 17 00:00:00 2001 From: Ilya Andreev Date: Fri, 13 Dec 2024 01:26:48 +0300 Subject: [PATCH 3/4] Add results --- metrics.txt | 10 ++++++++++ results/part-r-00000 | 20 ++++++++++++++++++++ 2 files changed, 30 insertions(+) create mode 100644 metrics.txt create mode 100644 results/part-r-00000 diff --git a/metrics.txt b/metrics.txt new file mode 100644 index 0000000..e6e449b --- /dev/null +++ b/metrics.txt @@ -0,0 +1,10 @@ +ms: 9397, salted: false, reducers: 1 +ms: 9543, salted: true, reducers: 1 +ms: 9498, salted: false, reducers: 4 +ms: 11546, salted: false, reducers: 8 +ms: 14414, salted: false, reducers: 16 +ms: 8868, salted: true, reducers: 1 +ms: 12586, salted: true, reducers: 1 +ms: 9678, salted: true, reducers: 1 +ms: 9434, salted: true, reducers: 1 +ms: 8510, salted: true, reducers: 1 diff --git a/results/part-r-00000 b/results/part-r-00000 new file mode 100644 index 0000000..dc840dc --- /dev/null +++ b/results/part-r-00000 @@ -0,0 +1,20 @@ +clothing 4560302171.99 911487 +video games 4560108307.50 913326 +baby products 4541435362.25 907186 +beauty products 4533874327.85 906417 +gardening tools 4531880837.74 905841 +automotive 4529861310.74 904962 +music instruments 4512294466.14 902389 +furniture 4503986763.16 900244 +electronics 4497526631.04 903266 +pet supplies 4488741730.38 896724 +stationery 4481794912.40 898265 +home appliances 4473888361.73 895815 +sports equipment 4469387812.34 894287 +groceries 4466915230.97 895470 +footwear 4465574983.36 894424 +jewelry 4463823670.79 893980 +office equipment 4463564947.38 892370 +toys 4462453654.12 892741 +books 4457620825.95 890948 +health & wellness 4454082892.49 890475 From 31180163a67f463c8d096d66ef99ab12b0804857 Mon Sep 17 00:00:00 2001 From: Ilya Andreev Date: Fri, 13 Dec 2024 01:29:35 +0300 Subject: [PATCH 4/4] Delete bugged files from LFS --- 0.csv | 3 --- 1.csv | 3 --- 2.csv | 3 --- 3.csv | 3 --- 4.csv | 3 --- 5.csv | 3 --- 6.csv | 3 --- 7.csv | 3 --- 8 files changed, 24 deletions(-) delete mode 100644 0.csv delete mode 100644 1.csv delete mode 100644 2.csv delete mode 100644 3.csv delete mode 100644 4.csv delete mode 100644 5.csv delete mode 100644 6.csv delete mode 100644 7.csv diff --git a/0.csv b/0.csv deleted file mode 100644 index 2f7dfb7..0000000 --- a/0.csv +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:eae61feac01cb36de9d6dd148a5b3fb76ad506fd8b283b20306df16f246e511e -size 3406784 diff --git a/1.csv b/1.csv deleted file mode 100644 index 3a258b0..0000000 --- a/1.csv +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7b2681409003d07d3ca063eb34339a0cdea9b688d16723b0e284091afd6bf806 -size 7078520 diff --git a/2.csv b/2.csv deleted file mode 100644 index 4cdd100..0000000 --- a/2.csv +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ea9a50aa300dfe7e766eb419b2a963d31cfe68644acb23f654df7abe852d3a76 -size 10737171 diff --git a/3.csv b/3.csv deleted file mode 100644 index afbe78d..0000000 --- a/3.csv +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6268fae7b50879a151a6f6de4852e4f39d2e22a8315290e87dcda71f4e10b866 -size 14530705 diff --git a/4.csv b/4.csv deleted file mode 100644 index 9ff08df..0000000 --- a/4.csv +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b4adf0d42097f1b2c9e68731460c5a7c52cb7ac7238addab7a796817cee9d00b -size 18299520 diff --git a/5.csv b/5.csv deleted file mode 100644 index 3980291..0000000 --- a/5.csv +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:212b6d6b07197921eaedaa271d781431b8bb034c5328622d63231a2967df1702 -size 22053240 diff --git a/6.csv b/6.csv deleted file mode 100644 index 5906dc6..0000000 --- a/6.csv +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:81f65085c6ce29a8f766244dc4b21d41d565ea3d6231b3b1c0b6739d67cd1d53 -size 25790880 diff --git a/7.csv b/7.csv deleted file mode 100644 index df43af3..0000000 --- a/7.csv +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4e73ff71a37438ec216fc522d77e3902c5670e24a917d0be047ed101dbeea914 -size 29524261