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Java AttributeType类代码示例

本文整理汇总了Java中org.deidentifier.arx.AttributeType类的典型用法代码示例。如果您正苦于以下问题：Java AttributeType类的具体用法？Java AttributeType怎么用？Java AttributeType使用的例子？那么, 这里精选的类代码示例或许可以为您提供帮助。


AttributeType类属于org.deidentifier.arx包，在下文中一共展示了AttributeType类的15个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于系统推荐出更棒的Java代码示例。

示例1: main

import org.deidentifier.arx.AttributeType; //导入依赖的package包/类
/**
 * Entry point.
 *
 * @param args the arguments
 */
public static void main(String[] args) throws IOException {

    Data data = loadData();

    // Flag every attribute as quasi identifier
    for (int i = 0; i < data.getHandle().getNumColumns(); i++) {
        data.getDefinition().setAttributeType(data.getHandle().getAttributeName(i), AttributeType.QUASI_IDENTIFYING_ATTRIBUTE);
    }

    // Perform risk analysis
    System.out.println("\n - Input data");
    print(data.getHandle());

    System.out.println("\n - Quasi-identifiers with values (in percent):");
    analyzeAttributes(data.getHandle());
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:22，代码来源:Example47.java

示例2: main

import org.deidentifier.arx.AttributeType; //导入依赖的package包/类
/**
 * Entry point.
 *
 * @param args the arguments
 * @throws IOException
 */
public static void main(String[] args) throws IOException {
    
    Data data = createData("adult");
    data.getDefinition().setAttributeType("occupation", AttributeType.SENSITIVE_ATTRIBUTE);
    
    ARXAnonymizer anonymizer = new ARXAnonymizer();
    ARXConfiguration config = ARXConfiguration.create();
    config.addPrivacyModel(new EntropyLDiversity("occupation", 5));
    config.setMaxOutliers(0.04d);
    config.setQualityModel(Metric.createEntropyMetric());
    
    // Anonymize
    ARXResult result = anonymizer.anonymize(data, config);
    printResult(result, data);
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:22，代码来源:Example22.java

示例3: updateEntries

import org.deidentifier.arx.AttributeType; //导入依赖的package包/类
/**
 * Updates the view.
 * 
 * @param node
 */
private void updateEntries() {

    // Check
    if (model == null || model.getInputConfig() == null || model.getInputConfig().getInput() == null) { 
        return; 
    }

    table.setRedraw(false);
    table.removeAll();
    DataHandle data = model.getInputConfig().getInput().getHandle();
    for (int i = 0; i < data.getNumColumns(); i++) {
        String attribute = data.getAttributeName(i);
        TableItem item = new TableItem(table, SWT.NONE);
        item.setText(new String[] { "", attribute, getDataType(attribute), getDataTypeFormat(attribute) }); //$NON-NLS-1$
        AttributeType type = model.getInputDefinition().getAttributeType(attribute);
        item.setImage(0, controller.getResources().getImage(type));  
        if (model.getSelectedAttribute() != null && model.getSelectedAttribute().equals(attribute)) {
            table.select(i);
        }
    }
    
    table.setRedraw(true);
    SWTUtil.enable(table);
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:30，代码来源:ViewAttributeList.java

示例4: getResult

import org.deidentifier.arx.AttributeType; //导入依赖的package包/类
/**
 * Performs anonymization and returns result.
 * 
 * @return
 * @throws IOException
 */
private ARXResult getResult() throws IOException {
    
    if (result == null) {

        // Data
        Data data = getData("adult");
        data.getDefinition().setAttributeType("marital-status", AttributeType.INSENSITIVE_ATTRIBUTE);
        data.getDefinition().setDataType("age", DataType.INTEGER);

        // Config
        ARXConfiguration config = ARXConfiguration.create();
        config.addPrivacyModel(new KAnonymity(5));
        config.setMaxOutliers(1d);

        ARXAnonymizer anonymizer = new ARXAnonymizer();
        result = anonymizer.anonymize(data, config);

    }
    return result;
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:27，代码来源:TestClassification.java

示例5: testSubset4

import org.deidentifier.arx.AttributeType; //导入依赖的package包/类
/**
 * Test case
 *
 * @throws IllegalArgumentException
 * @throws IOException
 */
@Test
public void testSubset4() throws IllegalArgumentException, IOException {
    
    Data data = Data.create("./data/dis.csv", StandardCharsets.UTF_8, ';');
    data.getDefinition().setAttributeType("age", Hierarchy.create("./data/dis_hierarchy_age.csv", StandardCharsets.UTF_8, ';'));
    data.getDefinition().setAttributeType("gender", AttributeType.INSENSITIVE_ATTRIBUTE);
    data.getDefinition().setAttributeType("zipcode", AttributeType.INSENSITIVE_ATTRIBUTE);
    
    DataSelector selector = DataSelector.create(data).field("gender").equals("male");
    DataSubset subset = DataSubset.create(data, selector);
    
    final ARXAnonymizer anonymizer = new ARXAnonymizer();
    final ARXConfiguration config = ARXConfiguration.create();
    config.addPrivacyModel(new Inclusion(subset));
    
    anonymizer.anonymize(data, config);
    
    String[][] given = iteratorToArray(data.getHandle().getView().iterator());
    String[][] expected = { { "age", "gender", "zipcode" }, { "34", "male", "82667" }, { "66", "male", "81925" }, { "70", "male", "81825" }, { "21", "male", "82451" } };
    
    assertTrue(Arrays.deepEquals(given, expected));
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:29，代码来源:TestDataHandle.java

示例6: testAllAttributesIdentifying

import org.deidentifier.arx.AttributeType; //导入依赖的package包/类
/**
 * Performs a test
 * 
 * @throws IOException
 */
@Test
public void testAllAttributesIdentifying() throws IOException {
    try {
        provider.createDataDefinition();
        final Data data = provider.getData();
        data.getDefinition().setAttributeType("age", AttributeType.IDENTIFYING_ATTRIBUTE);
        data.getDefinition().setAttributeType("gender", AttributeType.IDENTIFYING_ATTRIBUTE);
        data.getDefinition().setAttributeType("zipcode", AttributeType.IDENTIFYING_ATTRIBUTE);
        
        final ARXAnonymizer anonymizer = new ARXAnonymizer();
        final ARXConfiguration config = ARXConfiguration.create();
        config.addPrivacyModel(new KAnonymity(2));
        config.setMaxOutliers(0d);
        anonymizer.anonymize(provider.getData(), config);
        
    } catch (final IllegalArgumentException e) {
        return;
    }
    
    Assert.fail();
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:27，代码来源:TestAnonymization.java

示例7: testAllAttributesInsensitive

import org.deidentifier.arx.AttributeType; //导入依赖的package包/类
/**
 * Performs a test
 *
 * @throws IOException
 */
@Test
public void testAllAttributesInsensitive() throws IOException {
    try {
        provider.createDataDefinition();
        final Data data = provider.getData();
        data.getDefinition().setAttributeType("age", AttributeType.INSENSITIVE_ATTRIBUTE);
        data.getDefinition().setAttributeType("gender", AttributeType.INSENSITIVE_ATTRIBUTE);
        data.getDefinition().setAttributeType("zipcode", AttributeType.INSENSITIVE_ATTRIBUTE);
        
        final ARXAnonymizer anonymizer = new ARXAnonymizer();
        final ARXConfiguration config = ARXConfiguration.create();
        config.addPrivacyModel(new KAnonymity(2));
        config.setMaxOutliers(0d);
        anonymizer.anonymize(provider.getData(), config);
        
    } catch (final IllegalArgumentException e) {
        return;
    }
    
    Assert.fail();
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:27，代码来源:TestAnonymization.java

示例8: testAllAttributesSensitive

import org.deidentifier.arx.AttributeType; //导入依赖的package包/类
/**
 * Performs a test
 *
 * @throws IOException
 */
@Test
public void testAllAttributesSensitive() throws IOException {
    try {
        
        final ARXAnonymizer anonymizer = new ARXAnonymizer();
        provider.createDataDefinition();
        final Data data = provider.getData();
        data.getDefinition().setAttributeType("age", AttributeType.SENSITIVE_ATTRIBUTE);
        data.getDefinition().setAttributeType("gender", AttributeType.SENSITIVE_ATTRIBUTE);
        data.getDefinition().setAttributeType("zipcode", AttributeType.SENSITIVE_ATTRIBUTE);
        
        final ARXConfiguration config = ARXConfiguration.create();
        config.addPrivacyModel(new KAnonymity(2));
        config.setMaxOutliers(-0.2d);
        anonymizer.anonymize(provider.getData(), config);
    } catch (final IllegalArgumentException e) {
        return;
    }
    Assert.fail();
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:26，代码来源:TestAnonymization.java

示例9: testMoreThanOneAttributeSensitive

import org.deidentifier.arx.AttributeType; //导入依赖的package包/类
/**
 * Performs a test
 *
 * @throws IOException
 */
@Test
public void testMoreThanOneAttributeSensitive() throws IOException {
    
    try {
        
        final ARXAnonymizer anonymizer = new ARXAnonymizer();
        provider.createDataDefinition();
        final Data data = provider.getData();
        data.getDefinition().setAttributeType("gender", AttributeType.SENSITIVE_ATTRIBUTE);
        data.getDefinition().setAttributeType("zipcode", AttributeType.SENSITIVE_ATTRIBUTE);
        
        final ARXConfiguration config = ARXConfiguration.create();
        config.addPrivacyModel(new KAnonymity(2));
        config.setMaxOutliers(0d);
        anonymizer.anonymize(data, config);
        
    } catch (final IllegalArgumentException e) {
        return;
    }
    Assert.fail();
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:27，代码来源:TestAnonymization.java

示例10: testEmptyDatasetWithAttributeDefinition

import org.deidentifier.arx.AttributeType; //导入依赖的package包/类
/**
 * Performs a test.
 *
 * @throws IOException
 */
@Test
public void testEmptyDatasetWithAttributeDefinition() throws IOException {
    try {
        final ARXAnonymizer anonymizer = new ARXAnonymizer();
        final Data data = Data.create();
        
        data.getDefinition()
            .setAttributeType("age", AttributeType.IDENTIFYING_ATTRIBUTE);
        final ARXConfiguration config = ARXConfiguration.create();
        config.addPrivacyModel(new KAnonymity(2));
        config.setMaxOutliers(1.2d);
        anonymizer.anonymize(provider.getData(), config);
        
    } catch (final IllegalArgumentException e) {
        return;
    }
    Assert.fail();
    
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:25，代码来源:TestIllegalArguments.java

示例11: testNullHierarchy

import org.deidentifier.arx.AttributeType; //导入依赖的package包/类
/**
 * Performs a test.
 *
 * @throws IOException
 */
@Test
public void testNullHierarchy() throws IOException {
    try {
        final ARXAnonymizer anonymizer = new ARXAnonymizer();
        final Data data = provider.getData();
        data.getDefinition().setAttributeType("age", (AttributeType) null);
        final ARXConfiguration config = ARXConfiguration.create();
        config.addPrivacyModel(new KAnonymity(2));
        config.setMaxOutliers(1.2d);
        anonymizer.anonymize(data, config);
    } catch (final NullPointerException e) {
        return;
    }
    Assert.fail();
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:21，代码来源:TestIllegalArguments.java

示例12: getMicroAggregationFunction

import org.deidentifier.arx.AttributeType; //导入依赖的package包/类
/**
 * Returns the microaggregation function for the given label
 * 
 * @param function
 * @return
 */
private MicroAggregationFunctionDescription getMicroAggregationFunction(String label) {
	for (MicroAggregationFunctionDescription function : AttributeType.listMicroAggregationFunctions()) {
		if (function.getLabel().equals(label)) {
			return function;
		}
	}
	return null;
}
开发者ID:WiednerF，项目名称:ARXPlugin，代码行数:15，代码来源:ARXPluginProcess.java

示例13: main

import org.deidentifier.arx.AttributeType; //导入依赖的package包/类
/**
 * Entry point.
 * 
 * @param args the arguments
 * @throws ParseException
 * @throws IOException
 */
public static void main(String[] args) throws ParseException, IOException {
    
    String[] features = new String[] {
                                       "sex",
                                       "age",
                                       "race",
                                       "marital-status",
                                       "education",
                                       "native-country",
                                       "workclass",
                                       "occupation",
                                       "salary-class"
    };
    
    String clazz = "marital-status";
    
    Data data = createData("adult");
    data.getDefinition().setAttributeType("marital-status", AttributeType.INSENSITIVE_ATTRIBUTE);
    data.getDefinition().setDataType("age", DataType.INTEGER);
    
    System.out.println("Input dataset");
    System.out.println(data.getHandle().getStatistics().getClassificationPerformance(features, clazz, ARXLogisticRegressionConfiguration.create()));
    
    ARXAnonymizer anonymizer = new ARXAnonymizer();
    ARXConfiguration config = ARXConfiguration.create();
    config.addPrivacyModel(new KAnonymity(5));
    config.setMaxOutliers(1d);
    config.setQualityModel(Metric.createLossMetric());
    
    ARXResult result = anonymizer.anonymize(data, config);
    System.out.println("5-anonymous dataset");
    System.out.println(result.getOutput().getStatistics().getClassificationPerformance(features, clazz, ARXLogisticRegressionConfiguration.create()));
    
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:42，代码来源:Example39.java

示例14: main

import org.deidentifier.arx.AttributeType; //导入依赖的package包/类
/**
 * Entry point.
 * 
 * @param args
 *            the arguments
 */
public static void main(String[] args) throws IOException {

    // Define data
    Data data = getData();

    // Define attribute types
    data.getDefinition().setAttributeType("age", getHierarchyAge());
    data.getDefinition().setAttributeType("zipcode", getHierarchyZipcode());
    data.getDefinition().setAttributeType("disease1", AttributeType.SENSITIVE_ATTRIBUTE);
    data.getDefinition().setAttributeType("disease2", AttributeType.SENSITIVE_ATTRIBUTE);

    // Create an instance of the anonymizer
    ARXAnonymizer anonymizer = new ARXAnonymizer();
    ARXConfiguration config = ARXConfiguration.create();
    config.addPrivacyModel(new KAnonymity(3));
    config.addPrivacyModel(new HierarchicalDistanceTCloseness("disease1", 0.6d, getHierarchyDisease()));
    config.addPrivacyModel(new RecursiveCLDiversity("disease2", 3d, 2));
    config.setMaxOutliers(0d);
    config.setQualityModel(Metric.createEntropyMetric());

    // Now anonymize
    ARXResult result = anonymizer.anonymize(data, config);

    // Print info
    printResult(result, data);

    // Process results
    if (result.getGlobalOptimum() != null) {
        System.out.println(" - Transformed data:");
        Iterator<String[]> transformed = result.getOutput(false).iterator();
        while (transformed.hasNext()) {
            System.out.print("   ");
            System.out.println(Arrays.toString(transformed.next()));
        }
    }
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:43，代码来源:Example13.java

示例15: main

import org.deidentifier.arx.AttributeType; //导入依赖的package包/类
/**
 * Entry point.
 * 
 * @param args the arguments
 */
public static void main(String[] args) throws IOException {

    // Load data
    DataSource source = DataSource.createCSVSource("data/test2.csv", Charset.forName("UTF-8"), ';', true);
    source.addColumn("ZIPCode", DataType.STRING);
    source.addColumn("Age", DataType.INTEGER);
    source.addColumn("Salary", DataType.INTEGER); // in k
    source.addColumn("Disease", DataType.STRING);
    Data data = Data.create(source);
    
    // Load hierarchies
    Hierarchy zipcode = Hierarchy.create("data/test2_hierarchy_ZIPCode.csv", Charset.forName("UTF-8"), ';');
    Hierarchy age = Hierarchy.create("data/test2_hierarchy_Age.csv", Charset.forName("UTF-8"), ';');
    
    // Define
    data.getDefinition().setAttributeType("ZIPCode", zipcode);
    data.getDefinition().setAttributeType("Age", age);
    data.getDefinition().setAttributeType("Salary", AttributeType.SENSITIVE_ATTRIBUTE);
    
    // Create an instance of the anonymizer
    ARXAnonymizer anonymizer = new ARXAnonymizer();
    ARXConfiguration config = ARXConfiguration.create();
    config.addPrivacyModel(new OrderedDistanceTCloseness("Salary", 0.3751));
    config.setMaxOutliers(0d);
    
    // Anonymize
    ARXResult result = anonymizer.anonymize(data, config);

    // Print results
    System.out.println("Output data:");
    print(result.getOutput());
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:38，代码来源:Example48.java


注：本文中的org.deidentifier.arx.AttributeType类示例由纯净天空整理自Github/MSDocs等开源代码及文档管理平台，相关代码片段筛选自各路编程大神贡献的开源项目，源码版权归原作者所有，传播和使用请参考对应项目的License；未经允许，请勿转载。