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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,22 @@ | ||
| \name{h2o.setLevel} | ||
| \alias{h2o.setLevel} | ||
| \title{Pattern Replacement} | ||
| \description{ \code{h2o.setLevel}, a method to set a factor column to one of the levels.} | ||
| \usage{h2o.setLevel(x, level)} | ||
| \arguments{ | ||
| \item{x}{An \code{\linkS4class{H2OParsedData}} object with a single factor column.} | ||
| \item{level}{The level at which the column will be set.} | ||
| } | ||
| \details{ | ||
| Replace all other occurrences with `level` in a factor column. | ||
| } | ||
| \value{ | ||
| An object of class "H2OParsedData". | ||
| } | ||
|
|
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| \examples{ | ||
| library(h2o) | ||
| localH2O <- h2o.init(ip = "localhost", port = 54321, startH2O = TRUE) | ||
| hex <- as.h2o(localH2O , iris) | ||
| hex$Species <- h2o.setLevel(hex$Species, "versicolor") | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,11 +1,11 @@ | ||
| .. _Roadmap: | ||
|
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| H\ :sub:`2`\ O Algorithms Roadmap | ||
| ================================== | ||
| ================================= | ||
|
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| .. raw:: html | ||
|
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| <div style="margin-top:10px;"> | ||
| <iframe width=900 height=900 src="../bits/0xdata_H2O_Algorithms.pdf" frameborder="0" allowfullscreen></iframe> | ||
| <iframe width=900 height=900 src="../bits/H2O-Algorithms-Road-Map.pdf" frameborder="0" allowfullscreen></iframe> | ||
| </div> | ||
|
|
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| @@ -0,0 +1 @@ | ||
| name: Phil |
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| @@ -0,0 +1,48 @@ | ||
| buildscript { | ||
| ext { | ||
| springBootVersion = '1.3.0.BUILD-SNAPSHOT' | ||
| } | ||
| repositories { | ||
| // NOTE: You should declare only repositories that you need here | ||
| mavenLocal() | ||
| mavenCentral() | ||
| maven { url "http://repo.spring.io/release" } | ||
| maven { url "http://repo.spring.io/milestone" } | ||
| maven { url "http://repo.spring.io/snapshot" } | ||
| } | ||
| dependencies { | ||
| classpath("org.springframework.boot:spring-boot-gradle-plugin:${springBootVersion}") | ||
| } | ||
| } | ||
|
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| apply plugin: 'java' | ||
| apply plugin: 'eclipse' | ||
| apply plugin: 'idea' | ||
| apply plugin: 'spring-boot' | ||
|
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| jar { | ||
| baseName = 'spring-boot-sample-simple' | ||
| version = '0.0.0' | ||
| } | ||
|
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| run { | ||
| systemProperties = System.properties | ||
| } | ||
|
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| repositories { | ||
| // NOTE: You should declare only repositories that you need here | ||
| mavenLocal() | ||
| mavenCentral() | ||
| maven { url "http://repo.spring.io/release" } | ||
| maven { url "http://repo.spring.io/milestone" } | ||
| maven { url "http://repo.spring.io/snapshot" } | ||
| } | ||
|
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| dependencies { | ||
| compile("org.springframework.boot:spring-boot-starter") | ||
| testCompile("org.springframework.boot:spring-boot-starter-test") | ||
| } | ||
|
|
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| task wrapper(type: Wrapper) { | ||
| gradleVersion = '1.6' | ||
| } |
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| <?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 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
|
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| <modelVersion>4.0.0</modelVersion> | ||
|
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| <parent> | ||
| <artifactId>spring-boot-starter-parent</artifactId> | ||
| <groupId>org.springframework.boot</groupId> | ||
| <version>1.2.0.RELEASE</version> | ||
| <relativePath/> | ||
| </parent> | ||
|
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| <prerequisites> | ||
| <maven>3.0.0</maven> | ||
| </prerequisites> | ||
|
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| <artifactId>spring-boot-sample-simple</artifactId> | ||
| <name>Spring Boot Simple Sample</name> | ||
| <description>Spring Boot Simple Sample</description> | ||
| <url>http://projects.spring.io/spring-boot/</url> | ||
| <organization> | ||
| <name>Pivotal Software, Inc.</name> | ||
| <url>http://www.spring.io</url> | ||
| </organization> | ||
| <properties> | ||
| <main.basedir>${basedir}/../..</main.basedir> | ||
| </properties> | ||
| <dependencies> | ||
| <dependency> | ||
| <groupId>org.springframework.boot</groupId> | ||
| <artifactId>spring-boot-starter</artifactId> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.springframework.boot</groupId> | ||
| <artifactId>spring-boot-starter-test</artifactId> | ||
| <scope>test</scope> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.json</groupId> | ||
| <artifactId>json</artifactId> | ||
| <version>20141113</version> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.springframework.boot</groupId> | ||
| <artifactId>spring-boot-starter-web</artifactId> | ||
| </dependency> | ||
| </dependencies> | ||
| <build> | ||
| <plugins> | ||
| <plugin> | ||
| <groupId>org.springframework.boot</groupId> | ||
| <artifactId>spring-boot-maven-plugin</artifactId> | ||
| <configuration> | ||
| <jvmArguments>-Djava.rmi.server.hostname=localhost -Xdebug -Xrunjdwp:transport=dt_socket,server=y,suspend=n,address=5005</jvmArguments> | ||
| <arguments> | ||
| <argument>--spring.profiles.active=dev</argument> | ||
| </arguments> | ||
| </configuration> | ||
| </plugin> | ||
| </plugins> | ||
| </build> | ||
| </project> |
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h2o-samples/devops-automation/src/main/java/sample/simple/SampleSimpleApplication.java
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| /* | ||
| * Copyright 2012-2013 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 | ||
| * | ||
| * http://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. | ||
| */ | ||
|
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| package sample.simple; | ||
|
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| import org.slf4j.Logger; | ||
| import org.slf4j.LoggerFactory; | ||
| import org.springframework.beans.factory.annotation.Autowired; | ||
| import org.springframework.boot.CommandLineRunner; | ||
| import org.springframework.boot.SpringApplication; | ||
| import org.springframework.boot.autoconfigure.SpringBootApplication; | ||
|
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| import sample.simple.service.HelloWorldService; | ||
| import sample.simple.service.h2oService; | ||
|
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| @SpringBootApplication | ||
| public class SampleSimpleApplication implements CommandLineRunner { | ||
|
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| static final String IMPORT_FILE = "/Users/paragsanghavi/Documents/h2o/smalldata/prostate/prostate.csv.zip"; | ||
|
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| // Simple example shows how a command line spring application can execute an | ||
| // injected bean service. Also demonstrates how you can use @Value to inject | ||
| // command line args ('--name=whatever') or application properties | ||
|
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| @Autowired | ||
| private HelloWorldService helloWorldService; | ||
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| @Autowired | ||
| private h2oService h2oservice; | ||
|
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| private final Logger log = LoggerFactory.getLogger(SampleSimpleApplication.class); | ||
|
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| @Override | ||
| public void run(String... args) { | ||
| System.out.println(this.helloWorldService.getHelloMessage()); | ||
| String key_value = h2oservice.ImportCSVFile(IMPORT_FILE); | ||
| if(!key_value.equalsIgnoreCase("error")){ | ||
| String destination_key = h2oservice.ParseCSVFile(key_value,"prostate_csv.hex"); | ||
| System.out.println(destination_key); | ||
| if(destination_key!=null){ | ||
| String gbm_key_value = h2oservice.BuildGBMModel("gbmmodelDestinationKey", destination_key); | ||
| if(gbm_key_value!=null) { | ||
| String predict = h2oservice.PredictGBM(gbm_key_value, destination_key); | ||
| if(predict!=null){ | ||
| Double AUC = h2oservice.CalculateAUC(destination_key,"CAPSULE", "1"); | ||
| String download_pojo_location = h2oservice.DownloadPOJO("gbmmodelDestinationKey"); | ||
| System.out.println(download_pojo_location); | ||
| }else | ||
| { | ||
| System.out.println("Error in prediction"); | ||
| } | ||
| }else{ | ||
| System.out.println("Error in building GBM model"); | ||
| } | ||
|
|
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| }else{ | ||
| System.out.println("Error in parsing data set"); | ||
| } | ||
|
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| }else{ | ||
| log.debug("Error occurred in Importing File, {}", IMPORT_FILE); | ||
| } | ||
| } | ||
|
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| public static void main(String[] args) throws Exception { | ||
| SpringApplication.run(SampleSimpleApplication.class, args); | ||
| System.exit(0); | ||
| } | ||
| } |
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