/**
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You 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.
*/
package org.apache.tika.parser.recognition;
import org.apache.commons.lang.StringUtils;
import org.apache.tika.Tika;
import org.apache.tika.config.TikaConfig;
import org.apache.tika.exception.TikaException;
import org.apache.tika.io.IOUtils;
import org.apache.tika.io.TikaInputStream;
import org.apache.tika.metadata.Metadata;
import org.junit.Assert;
import org.junit.Ignore;
import org.junit.Test;
import org.xml.sax.SAXException;
import java.io.*;
import java.util.Arrays;
import java.util.HashSet;
import java.util.List;
/**
* Testcases for Object Recognition Parser
*/
public class ObjectRecognitionParserTest {
private static final String CONFIG_FILE = "org/apache/tika/parser/recognition/tika-config-tflow.xml";
private static final String CONFIG_REST_FILE = "org/apache/tika/parser/recognition/tika-config-tflow-rest.xml";
private static final String CAT_IMAGE = "test-documents/testJPEG.jpg";
private static final ClassLoader loader = ObjectRecognitionParserTest.class.getClassLoader();
@Ignore("If tensorflow not available Ignore")
@Test
public void jpegTesorflowTest() throws IOException, TikaException, SAXException {
try(InputStream stream = loader.getResourceAsStream(CONFIG_FILE)){
assert stream != null;
Tika tika = new Tika(new TikaConfig(stream));
Metadata metadata = new Metadata();
try (InputStream imageStream = loader.getResourceAsStream(CAT_IMAGE)){
Reader reader = tika.parse(imageStream, metadata);
List<String> lines = IOUtils.readLines(reader);
String text = StringUtils.join(lines, " ");
String[] expectedObjects = {"Egyptian cat", "tabby, tabby cat"};
String metaValues = StringUtils.join(metadata.getValues(ObjectRecognitionParser.MD_KEY), " ");
for (String expectedObject : expectedObjects) {
String message = "'" + expectedObject + "' must have been detected";
Assert.assertTrue(message, text.contains(expectedObject));
Assert.assertTrue(message, metaValues.contains(expectedObject));
}
}
}
}
@Ignore("Configure Rest API service")
@Test
public void testREST() throws Exception {
try (InputStream stream = loader.getResourceAsStream(CONFIG_REST_FILE)){
assert stream != null;
Tika tika = new Tika(new TikaConfig(stream));
Metadata metadata = new Metadata();
try (InputStream imageStream = loader.getResourceAsStream(CAT_IMAGE)){
Reader reader = tika.parse(imageStream, metadata);
String text = IOUtils.toString(reader);
String[] expectedObjects = {"Egyptian cat", "tabby, tabby cat"};
String metaValues = StringUtils.join(metadata.getValues(ObjectRecognitionParser.MD_KEY), " ");
for (String expectedObject : expectedObjects) {
String message = "'" + expectedObject + "' must have been detected";
Assert.assertTrue(message, text.contains(expectedObject));
Assert.assertTrue(message, metaValues.contains(expectedObject));
}
}
}
}
}