Automl

language/automl/README.md

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+# AutoML Sample
+
+<a href="https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/GoogleCloudPlatform/java-docs-samples&page=editor&open_in_editor=vision/beta/cloud-client/README.md">
+<img alt="Open in Cloud Shell" src ="http://gstatic.com/cloudssh/images/open-btn.png"></a>
+
+[Google Cloud Natural Language API][language] provides feature detection for images.
+This API is part of the larger collection of Cloud Machine Learning APIs.
+
+This sample Java application demonstrates how to access the Cloud Natural Language AutoML API
+using the [Google Cloud Client Library for Java][google-cloud-java].
+
+[language]: https://cloud.google.com/language/docs/
+[google-cloud-java]: https://github.com/GoogleCloudPlatform/google-cloud-java
+
+## Set the environment variables
+
+PROJECT_ID = [Id of the project]
+REGION_NAME = [Region name]
+
+## Build the sample
+
+Install [Maven](http://maven.apache.org/).
+
+Build your project with:
+
+```
+mvn clean package
+```
+
+### Dataset API
+
+#### Create a new dataset
+```
+mvn exec:java -Dexec.mainClass="com.google.cloud.language.samples.DatasetApi" -Dexec.args="create_dataset test_dataset"
+```
+
+#### List datasets
+```
+mvn exec:java -Dexec.mainClass="com.google.cloud.language.samples.DatasetApi" -Dexec.args="list_datasets"
+```
+
+#### Get dataset
+```
+mvn exec:java -Dexec.mainClass="com.google.cloud.language.samples.DatasetApi" -Dexec.args="get_dataset [dataset-id]"
+```
+
+#### Import data
+```
+mvn exec:java -Dexec.mainClass="com.google.cloud.language.samples.DatasetApi" -Dexec.args="import_data gs://java-docs-samples-testing/happiness.csv"
+```
+
+### Model API
+
+#### Create Model
+```
+mvn exec:java -Dexec.mainClass="com.google.cloud.language.samples.ModelApi" -Dexec.args="create_model test_model"
+```
+
+#### List Models
+```
+mvn exec:java -Dexec.mainClass="com.google.cloud.language.samples.ModelApi" -Dexec.args="list_models"
+```
+
+#### Get Model
+```
+mvn exec:java -Dexec.mainClass="com.google.cloud.language.samples.ModelApi" -Dexec.args="get_model [model-id]"
+```
+
+#### List Model Evaluations
+```
+mvn exec:java -Dexec.mainClass="com.google.cloud.language.samples.ModelApi" -Dexec.args="list_model_evaluation [model-id]"
+```
+
+#### Get Model Evaluation
+```
+mvn exec:java -Dexec.mainClass="com.google.cloud.language.samples.ModelApi" -Dexec.args="get_model_evaluation [model-id] [model-evaluation-id]"
+```
+
+#### Delete Model
+```
+mvn exec:java-Dexec.mainClass="com.google.cloud.language.samples.ModelApi" -Dexec.args="delete_model [model-id]"
+```
+### Predict API
+
+```
+mvn exec:java -Dexec.mainClass="com.google.cloud.language.samples.PredictApi" -Dexec.args="predict [model-id] ./resources/input.txt"
+```
+

language/automl/pom.xml

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+<!--
+  Copyright 2018 Google LLC.
+
+  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.
+-->
+<project>
+  <modelVersion>4.0.0</modelVersion>
+  <groupId>com.example.vision</groupId>
+  <artifactId>language-automl</artifactId>
+  <packaging>jar</packaging>
+
+  <!--
+    The parent pom defines common style checks and testing strategies for our samples.
+    Removing or replacing it should not affect the execution of the samples in anyway.
+  -->
+  <parent>
+    <groupId>com.google.cloud.samples</groupId>
+    <artifactId>shared-configuration</artifactId>
+    <version>1.0.9</version>
+  </parent>
+
+  <properties>
+    <maven.compiler.target>1.8</maven.compiler.target>
+    <maven.compiler.source>1.8</maven.compiler.source>
+    <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+  </properties>
+
+  <dependencies>
+    <!-- [START dependencies] -->
+    <dependency>
+      <groupId>com.google.cloud</groupId>
+      <artifactId>google-cloud-automl</artifactId>
+      <version>0.55.1-beta</version>
+    </dependency>
+    <dependency>
+      <groupId>net.sourceforge.argparse4j</groupId>
+      <artifactId>argparse4j</artifactId>
+      <version>0.8.1</version>
+    </dependency>
+    <!-- [END dependencies] -->
+
+    <!-- Test dependencies -->
+    <dependency>
+      <groupId>junit</groupId>
+      <artifactId>junit</artifactId>
+      <version>4.12</version>
+      <scope>test</scope>
+    </dependency>
+
+    <dependency>
+      <groupId>com.google.truth</groupId>
+      <artifactId>truth</artifactId>
+      <version>0.41</version>
+      <scope>test</scope>
+    </dependency>
+  </dependencies>
+
+  <profiles>
+    <profile>
+      <id>DatasetApi</id>
+      <activation>
+        <property>
+          <name>DatasetApi</name>
+        </property>
+      </activation>
+      <build>
+        <plugins>
+          <plugin>
+            <groupId>org.codehaus.mojo</groupId>
+            <artifactId>exec-maven-plugin</artifactId>
+            <version>1.6.0</version>
+            <executions>
+              <execution>
+                <goals>
+                  <goal>java</goal>
+                </goals>
+              </execution>
+            </executions>
+            <configuration>
+              <mainClass>com.google.cloud.language.samples.DatasetApi</mainClass>
+              <cleanupDaemonThreads>false</cleanupDaemonThreads>
+            </configuration>
+          </plugin>
+        </plugins>
+      </build>
+    </profile>
+    <profile>
+      <id>ModelApi</id>
+      <activation>
+        <property>
+          <name>ModelApi</name>
+        </property>
+      </activation>
+      <build>
+        <plugins>
+          <plugin>
+            <groupId>org.codehaus.mojo</groupId>
+            <artifactId>exec-maven-plugin</artifactId>
+            <version>1.6.0</version>
+            <executions>
+              <execution>
+                <goals>
+                  <goal>java</goal>
+                </goals>
+              </execution>
+            </executions>
+            <configuration>
+              <mainClass>com.google.cloud.language.samples.ModelApi</mainClass>
+              <cleanupDaemonThreads>false</cleanupDaemonThreads>
+            </configuration>
+          </plugin>
+        </plugins>
+      </build>
+    </profile>
+    <profile>
+      <id>PredictApi</id>
+      <activation>
+        <property>
+          <name>PredictApi</name>
+        </property>
+      </activation>
+      <build>
+        <plugins>
+          <plugin>
+            <groupId>org.codehaus.mojo</groupId>
+            <artifactId>exec-maven-plugin</artifactId>
+            <version>1.6.0</version>
+            <executions>
+              <execution>
+                <goals>
+                  <goal>java</goal>
+                </goals>
+              </execution>
+            </executions>
+            <configuration>
+              <mainClass>com.google.cloud.language.samples.PredictionApi</mainClass>
+              <cleanupDaemonThreads>false</cleanupDaemonThreads>
+            </configuration>
+          </plugin>
+        </plugins>
+      </build>
+    </profile>
+  </profiles>
+</project>

language/automl/resources/input.txt

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+creamy, full-flavored, nutty, sweet