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Adds example usage and tests for v1beta2 (#622)
* Adds example usage and tests for v1beta2 * License dates on new files, NPE fix, and renames on some methods. * Updates copyright
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#!/bin/bash | ||
# | ||
# Demonstrates how to run the AnalyzeBeta sample. | ||
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########################################################################## | ||
# Copyright 2017 Google Inc. | ||
# | ||
# 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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####################################### | ||
# Performs a language operation on the given text or GCS object. | ||
# Globals: | ||
# None | ||
# Arguments: | ||
# $1 The operation to perform, either entities, sentiment, or syntax. | ||
# $2 The text or GCS object to operate on. | ||
# Returns: | ||
# None | ||
####################################### | ||
function run_nl() { | ||
local main_class=com.google.cloud.language.samples.AnalyzeBeta | ||
local jar_file=target/language-entities-1.0-jar-with-dependencies.jar | ||
java -cp ${jar_file} ${main_class} "$1" "$2" | ||
} | ||
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####################################### | ||
# Exercises the sample code on various example text and GCS objects. | ||
# Globals: | ||
# None | ||
# Arguments: | ||
# None | ||
# Returns: | ||
# None | ||
####################################### | ||
function run_nl_all() { | ||
local quote_de="Bananen sind die köstlichsten Früchte, ich liebe sie zu | ||
essen. Ich mag sie so sehr wie Ananas." | ||
local quote="Larry Page, Google's co-founder, once described the 'perfect | ||
search engine' as something that 'understands exactly what you mean and | ||
gives you back exactly what you want.' Since he spoke those words Google | ||
has grown to offer products beyond search, but the spirit of what he said | ||
remains." | ||
local gs_path="gs://cloud-samples-tests/natural-language/gettysburg.txt" | ||
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run_nl entities-sentiment "${quote}" | ||
run_nl entities-sentiment "${gs_path}" | ||
run_nl sentiment "${quote_de}" "DE" | ||
} | ||
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run_nl_all |
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174
language/analysis/src/main/java/com/google/cloud/language/samples/AnalyzeBeta.java
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/* | ||
* Copyright 2017 Google Inc. | ||
* | ||
* 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 com.google.cloud.language.samples; | ||
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import com.google.cloud.language.spi.v1beta2.LanguageServiceClient; | ||
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import com.google.cloud.language.v1beta2.AnalyzeEntitySentimentRequest; | ||
import com.google.cloud.language.v1beta2.AnalyzeEntitySentimentResponse; | ||
import com.google.cloud.language.v1beta2.AnalyzeSentimentResponse; | ||
import com.google.cloud.language.v1beta2.Document; | ||
import com.google.cloud.language.v1beta2.Document.Type; | ||
import com.google.cloud.language.v1beta2.EncodingType; | ||
import com.google.cloud.language.v1beta2.Entity; | ||
import com.google.cloud.language.v1beta2.EntityMention; | ||
import com.google.cloud.language.v1beta2.Sentiment; | ||
import com.google.cloud.language.v1beta2.Token; | ||
import com.google.protobuf.Descriptors; | ||
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import java.io.IOException; | ||
import java.io.PrintStream; | ||
import java.security.GeneralSecurityException; | ||
import java.util.List; | ||
import java.util.Map; | ||
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/** | ||
* A sample application that uses the Natural Language API to perform | ||
* entity, sentiment and syntax analysis. | ||
*/ | ||
public class AnalyzeBeta { | ||
private final LanguageServiceClient languageApi; | ||
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/** | ||
* Constructs a {@link Analyze} which connects to the Cloud Natural Language API. | ||
*/ | ||
public AnalyzeBeta(LanguageServiceClient languageApi) { | ||
this.languageApi = languageApi; | ||
} | ||
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/** | ||
* Detects entities,sentiment and syntax in a document using the Natural Language API. | ||
*/ | ||
public static void main(String[] args) throws IOException, GeneralSecurityException { | ||
if (args.length < 2 || args.length > 4) { | ||
System.err.println("Usage:"); | ||
System.err.printf( | ||
"\tjava %s \"command\" \"text to analyze\" \"language\" \n", | ||
Analyze.class.getCanonicalName()); | ||
System.exit(1); | ||
} | ||
String command = args[0]; | ||
String text = args[1]; | ||
String lang = null; | ||
if (args.length > 2) { | ||
lang = args[2]; | ||
} | ||
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AnalyzeBeta app = new AnalyzeBeta(LanguageServiceClient.create()); | ||
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if (command.equals("entities-sentiment")) { | ||
if (text.startsWith("gs://")) { | ||
printEntities(System.out, app.entitySentimentFile(text)); | ||
} else { | ||
printEntities(System.out, app.entitySentimentText(text)); | ||
} | ||
} else if (command.equals("sentiment")) { | ||
printSentiment(System.out, app.analyzeSentimentText(text, lang)); | ||
} | ||
} | ||
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/** | ||
* Print the Sentiment {@code sentiment}. | ||
*/ | ||
public static void printSentiment(PrintStream out, Sentiment sentiment) { | ||
if (sentiment == null) { | ||
out.println("No sentiment found"); | ||
return; | ||
} | ||
out.println("Found sentiment."); | ||
out.printf("\tMagnitude: %.3f\n", sentiment.getMagnitude()); | ||
out.printf("\tScore: %.3f\n", sentiment.getScore()); | ||
} | ||
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/** | ||
* Print a list of {@code entities}. | ||
*/ | ||
public static void printEntities(PrintStream out, List<Entity> entities) { | ||
if (entities == null || entities.size() == 0) { | ||
out.println("No entities found."); | ||
return; | ||
} | ||
out.printf("Found %d entit%s.\n", entities.size(), entities.size() == 1 ? "y" : "ies"); | ||
for (Entity entity : entities) { | ||
out.printf("----\n\"%s\"\n", entity.getName()); | ||
out.printf("\tSalience: %.3f\n", entity.getSalience()); | ||
out.printf("\tSentiment Magnitude: %.3f\n", entity.getSentiment().getMagnitude()); | ||
out.printf("\tSentiment Score: %.3f\n", entity.getSentiment().getScore()); | ||
out.printf("\tType: %s\n", entity.getType()); | ||
if (entity.getMetadataMap() != null) { | ||
for (Map.Entry<String, String> metadata : entity.getMetadataMap().entrySet()) { | ||
out.printf("\tMetadata: %s = %s\n", metadata.getKey(), metadata.getValue()); | ||
} | ||
} | ||
if (entity.getMentionsList() != null) { | ||
for (EntityMention mention : entity.getMentionsList()) { | ||
for (Map.Entry<Descriptors.FieldDescriptor, Object> mentionSetMember : | ||
mention.getAllFields().entrySet()) { | ||
out.printf("\tMention: %s = %s\n", mentionSetMember.getKey(), | ||
mentionSetMember.getValue()); | ||
} | ||
} | ||
} | ||
} | ||
} | ||
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/** | ||
* Gets {@link Sentiment} from the string {@code text}. | ||
*/ | ||
public Sentiment analyzeSentimentText(String text, String lang) throws IOException { | ||
if (lang == null || lang.length() < 2) { | ||
lang = "EN"; | ||
} | ||
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// Note: This does not work on App Engine standard. | ||
Document doc = Document.newBuilder() | ||
.setLanguage(lang) | ||
.setContent(text).setType(Type.PLAIN_TEXT).build(); | ||
AnalyzeSentimentResponse response = languageApi.analyzeSentiment(doc); | ||
return response.getDocumentSentiment(); | ||
} | ||
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/** | ||
* Gets {@link Entity}s from the string {@code text} with sentiment. | ||
*/ | ||
public List<Entity> entitySentimentText(String text) throws IOException { | ||
// Note: This does not work on App Engine standard. | ||
Document doc = Document.newBuilder() | ||
.setContent(text).setType(Type.PLAIN_TEXT).build(); | ||
AnalyzeEntitySentimentRequest request = AnalyzeEntitySentimentRequest.newBuilder() | ||
.setDocument(doc) | ||
.setEncodingType(EncodingType.UTF16).build(); | ||
AnalyzeEntitySentimentResponse response = languageApi.analyzeEntitySentiment(request); | ||
return response.getEntitiesList(); | ||
} | ||
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/** | ||
* Gets {@link Entity}s from the contents of the object at the given GCS {@code path} | ||
* with sentiment. | ||
*/ | ||
public List<Entity> entitySentimentFile(String path) throws IOException { | ||
// Note: This does not work on App Engine standard. | ||
Document doc = Document.newBuilder() | ||
.setGcsContentUri(path).setType(Type.PLAIN_TEXT).build(); | ||
AnalyzeEntitySentimentRequest request = AnalyzeEntitySentimentRequest.newBuilder() | ||
.setDocument(doc) | ||
.setEncodingType(EncodingType.UTF16).build(); | ||
AnalyzeEntitySentimentResponse response = languageApi.analyzeEntitySentiment(request); | ||
return response.getEntitiesList(); | ||
} | ||
} |
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78
language/analysis/src/test/java/com/google/cloud/language/samples/AnalyzeBetaIT.java
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/* | ||
* Copyright 2017 Google Inc. | ||
* | ||
* 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 com.google.cloud.language.samples; | ||
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import static com.google.common.truth.Truth.assertThat; | ||
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import com.google.cloud.language.spi.v1beta2.LanguageServiceClient; | ||
import com.google.cloud.language.v1beta2.Entity; | ||
import com.google.cloud.language.v1beta2.Sentiment; | ||
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import org.junit.Before; | ||
import org.junit.Test; | ||
import org.junit.runner.RunWith; | ||
import org.junit.runners.JUnit4; | ||
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import java.util.List; | ||
import java.util.stream.Collectors; | ||
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/** | ||
* Integration (system) tests for {@link Analyze}. | ||
*/ | ||
@RunWith(JUnit4.class) | ||
@SuppressWarnings("checkstyle:abbreviationaswordinname") | ||
public class AnalyzeBetaIT { | ||
private static final String PROJECT_ID = System.getenv("GOOGLE_CLOUD_PROJECT"); | ||
private static final String BUCKET = PROJECT_ID; | ||
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private AnalyzeBeta analyzeApp; | ||
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@Before public void setup() throws Exception { | ||
analyzeApp = new AnalyzeBeta(LanguageServiceClient.create()); | ||
} | ||
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@Test public void analyzeSentiment_returnPositiveGerman() throws Exception { | ||
// Act | ||
Sentiment sentiment = | ||
analyzeApp.analyzeSentimentText( | ||
"Ich hatte die schönste Erfahrung mit euch allen.", "DE"); | ||
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// Assert | ||
assertThat((double)sentiment.getMagnitude()).isGreaterThan(0.0); | ||
assertThat((double)sentiment.getScore()).isGreaterThan(0.0); | ||
} | ||
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@Test public void analyzeSyntax_entitySentimentText() throws Exception { | ||
List<Entity> entities = analyzeApp.entitySentimentText("Oranges, grapes, and apples can be " + | ||
"found in the cafeterias located in Mountain View, Seattle, and London."); | ||
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List<String> got = entities.stream().map(e -> e.getName()).collect(Collectors.toList()); | ||
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// Assert | ||
assertThat(got).named("entity names").contains("Seattle"); | ||
} | ||
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@Test public void analyzeSyntax_entitySentimentFile() throws Exception { | ||
List<Entity> entities = | ||
analyzeApp.entitySentimentFile("gs://" + BUCKET + "/natural-language/gettysburg.txt"); | ||
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List<String> got = entities.stream().map(e -> e.getName()).collect(Collectors.toList()); | ||
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// Assert | ||
assertThat(got).named("entity names").contains("God"); | ||
} | ||
} |