add UT for issue #1509
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@ -1127,33 +1127,7 @@ public class ImportingUtilities {
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ProjectManager.singleton.registerProject(project, pm);
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// infer the column type
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if (project.columnModel.columns.get(0).getType().isEmpty()) {
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List<Object[]> listCells = new ArrayList<Object[]>(INFER_ROW_LIMIT);
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List<Row> rows = project.rows
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.stream()
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.limit(INFER_ROW_LIMIT)
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.map(Row::dup)
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.collect(Collectors.toList());
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// convert the null object to prevent the NPE
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for (Row row : rows) {
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for (int i = 0; i < row.cells.size(); i++) {
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Cell cell = row.cells.get(i);
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if (cell == null) {
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row.cells.set(i, new Cell(StringUtils.EMPTY, null));
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}
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}
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listCells.add(row.cells.toArray());
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}
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try {
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JSONObject fieldsJSON = TypeInferrer.getInstance().infer(listCells,
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project.columnModel.getColumnNames().toArray(new String[0]),
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100);
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populateColumnTypes(project.columnModel, fieldsJSON.getJSONArray(Schema.JSON_KEY_FIELDS));
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} catch (TypeInferringException e) {
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logger.error("infer column type exception.", ExceptionUtils.getStackTrace(e));
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}
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}
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inferColumnType(project);
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job.setProjectID(project.id);
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job.setState("created-project");
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@ -1164,6 +1138,36 @@ public class ImportingUtilities {
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job.updating = false;
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}
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}
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public static void inferColumnType(final Project project) {
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if (project.columnModel.columns.get(0).getType().isEmpty()) {
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List<Object[]> listCells = new ArrayList<Object[]>(INFER_ROW_LIMIT);
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List<Row> rows = project.rows
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.stream()
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.limit(INFER_ROW_LIMIT)
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.map(Row::dup)
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.collect(Collectors.toList());
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// convert the null object to prevent the NPE
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for (Row row : rows) {
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for (int i = 0; i < row.cells.size(); i++) {
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Cell cell = row.cells.get(i);
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if (cell == null) {
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row.cells.set(i, new Cell(StringUtils.EMPTY, null));
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}
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}
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listCells.add(row.cells.toArray());
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}
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try {
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JSONObject fieldsJSON = TypeInferrer.getInstance().infer(listCells,
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project.columnModel.getColumnNames().toArray(new String[0]),
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100);
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populateColumnTypes(project.columnModel, fieldsJSON.getJSONArray(Schema.JSON_KEY_FIELDS));
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} catch (TypeInferringException e) {
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logger.error("infer column type exception.", ExceptionUtils.getStackTrace(e));
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}
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}
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}
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private static void populateDataPackageMetadata(Project project, ProjectMetadata pmd, DataPackageMetadata metadata) {
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// project metadata
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1002
main/tests/data/jorf.xml
Normal file
1002
main/tests/data/jorf.xml
Normal file
File diff suppressed because it is too large
Load Diff
@ -5,8 +5,11 @@ import java.io.InputStream;
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import java.io.InputStreamReader;
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import java.io.Reader;
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import java.util.ArrayList;
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import java.util.LinkedList;
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import java.util.List;
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import static org.mockito.Mockito.when;
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import org.json.JSONArray;
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import org.json.JSONObject;
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import org.mockito.Mockito;
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@ -38,7 +41,9 @@ abstract public class ImporterTest extends RefineTest {
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ImportingManager.initialize(servlet);
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project = new Project();
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metadata = new ProjectMetadata();
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job = ImportingManager.createJob();
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ImportingJob spiedJob = ImportingManager.createJob();
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job = Mockito.spy(spiedJob);
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when(job.getRetrievalRecord()).thenReturn(new JSONObject());
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options = Mockito.mock(JSONObject.class);
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}
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@ -1,21 +1,84 @@
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package com.google.refine.tests.importing;
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import java.io.InputStream;
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import java.util.ArrayList;
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import java.util.LinkedList;
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import java.util.List;
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import org.json.JSONArray;
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import org.json.JSONObject;
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import org.mockito.Mockito;
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import org.testng.Assert;
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import org.testng.annotations.BeforeMethod;
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import org.testng.annotations.Test;
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import com.google.refine.importers.XmlImporter;
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import com.google.refine.importers.tree.TreeImportingParserBase;
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import com.google.refine.importing.ImportingJob;
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import com.google.refine.importing.ImportingManager;
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import com.google.refine.importing.ImportingUtilities;
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import com.google.refine.model.Column;
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import com.google.refine.model.medadata.ProjectMetadata;
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import com.google.refine.tests.RefineTest;
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import com.google.refine.tests.importers.ImporterTest;
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import com.google.refine.util.JSONUtilities;
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public class ImportingUtilitiesTests extends RefineTest {
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public class ImportingUtilitiesTests extends ImporterTest {
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@Test
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public void createProjectMetadataTest() throws Exception {
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JSONObject optionObj = new JSONObject("{\"projectName\":\"acme\",\"projectTags\":[],\"created\":\"2017-12-18T13:28:40.659\",\"modified\":\"2017-12-20T09:28:06.654\",\"creator\":\"\",\"contributors\":\"\",\"subject\":\"\",\"description\":\"\",\"rowCount\":50,\"customMetadata\":{}}");
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ProjectMetadata pm = ImportingUtilities.createProjectMetadata(optionObj);
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@Override
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@BeforeMethod
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public void setUp(){
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super.setUp();
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}
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@Test
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public void createProjectMetadataTest()
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throws Exception {
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JSONObject optionObj = new JSONObject(
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"{\"projectName\":\"acme\",\"projectTags\":[],\"created\":\"2017-12-18T13:28:40.659\",\"modified\":\"2017-12-20T09:28:06.654\",\"creator\":\"\",\"contributors\":\"\",\"subject\":\"\",\"description\":\"\",\"rowCount\":50,\"customMetadata\":{}}");
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ProjectMetadata pm = ImportingUtilities.createProjectMetadata(optionObj);
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Assert.assertEquals(pm.getName(), "acme");
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Assert.assertEquals(pm.getEncoding(), "UTF-8");
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Assert.assertTrue(pm.getTags().length == 0);
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}
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@Test
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public void inferColumnTypeTest()
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throws Exception {
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ImportingManager.registerFormat("text/xml", "XML files", "XmlParserUI", new com.google.refine.importers.XmlImporter());
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XmlImporter xmlImporter = new XmlImporter();
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String fileName = "jorf.xml";
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InputStream in = this.getClass().getClassLoader()
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.getResourceAsStream(fileName);
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options = getNestedOptions(job, xmlImporter);
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job.getRetrievalRecord();
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parseOneInputStream(new XmlImporter(),
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in,
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options);
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ImportingUtilities.inferColumnType(project);
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Assert.assertTrue(project.columnModel.columns.size() == 58);
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for (Column c : project.columnModel.columns) {
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System.out.println("name:" + c.getName() + ", type:" + c.getType());
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}
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Assert.assertTrue(project.columnModel.getColumnByName("result - source_id").getType().equals("string"));
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Assert.assertTrue(project.columnModel.getColumnByName("result - person - sexe").getType().equals("boolean"));
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}
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private JSONObject getNestedOptions(ImportingJob job, TreeImportingParserBase parser) {
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JSONObject options = parser.createParserUIInitializationData(
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job, new LinkedList<JSONObject>(), "text/json");
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JSONArray path = new JSONArray();
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JSONUtilities.append(path, "results");
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JSONUtilities.append(path, "result");
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// JSONUtilities.append(path, "object");
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JSONUtilities.safePut(options, "recordPath", path);
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return options;
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}
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}
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