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package com.google.refine.tests.importers;
import java.io.ByteArrayInputStream;
import java.io.IOException;
import java.io.UnsupportedEncodingException;
import java.util.LinkedList;
import org.json.JSONArray;
import org.json.JSONObject;
import org.slf4j.LoggerFactory;
import org.testng.Assert;
import org.testng.annotations.AfterMethod;
import org.testng.annotations.BeforeMethod;
import org.testng.annotations.BeforeTest;
import org.testng.annotations.Test;
import com.google.refine.importers.JsonImporter;
import com.google.refine.importers.JsonImporter.JSONTreeReader;
import com.google.refine.importers.tree.TreeImportingParserBase;
import com.google.refine.importers.tree.TreeReader.Token;
import com.google.refine.importing.ImportingJob;
import com.google.refine.model.Row;
import com.google.refine.util.JSONUtilities;
public class JsonImporterTests extends ImporterTest {
@Override
@BeforeTest
public void init() {
logger = LoggerFactory.getLogger(this.getClass());
}
//dependencies
ByteArrayInputStream inputStream = null;
//System Under Test
JsonImporter SUT = null;
@Override
@BeforeMethod
public void setUp(){
super.setUp();
SUT = new JsonImporter();
}
@Override
@AfterMethod
public void tearDown() {
SUT = null;
if (inputStream != null) {
try {
inputStream.close();
} catch (IOException e) {
// Ignore
}
inputStream = null;
}
super.tearDown();
}
@Test
public void canParseSample(){
RunTest(getSample());
log(project);
assertProjectCreated(project, 4, 6);
Row row = project.rows.get(0);
Assert.assertNotNull(row);
Assert.assertNotNull(row.getCell(1));
Assert.assertEquals(row.getCell(1).value, "Author 1, The");
}
@Test
public void canParseSampleWithDuplicateNestedElements(){
RunTest(getSampleWithDuplicateNestedElements());
log(project);
assertProjectCreated(project, 4, 12);
Row row = project.rows.get(0);
Assert.assertNotNull(row);
Assert.assertEquals(row.cells.size(), 4);
Assert.assertNotNull(row.getCell(1));
Assert.assertEquals(row.getCell(1).value, "Author 1, The");
Assert.assertEquals(project.rows.get(1).getCell(1).value, "Author 1, Another");
}
@Test
public void testCanParseLineBreak(){
RunTest(getSampleWithLineBreak());
log(project);
assertProjectCreated(project, 4, 6);
Row row = project.rows.get(3);
Assert.assertNotNull(row);
Assert.assertEquals(row.cells.size(), 4);
Assert.assertNotNull(row.getCell(1));
Assert.assertEquals(row.getCell(1).value, "With line\n break");
}
@Test
public void testElementsWithVaryingStructure(){
RunTest(getSampleWithVaryingStructure());
log(project);
assertProjectCreated(project, 5, 6);
Assert.assertEquals( project.columnModel.getColumnByCellIndex(4).getName(), JsonImporter.ANONYMOUS + " - genre");
Row row0 = project.rows.get(0);
Assert.assertNotNull(row0);
Assert.assertEquals(row0.cells.size(),4);
Row row5 = project.rows.get(5);
Assert.assertNotNull(row5);
Assert.assertEquals(row5.cells.size(),5);
}
@Test
public void testElementWithNestedTree(){
RunTest(getSampleWithTreeStructure());
log(project);
assertProjectCreated(project, 5, 6);
Assert.assertEquals(project.columnModel.columnGroups.size(),1);
Assert.assertEquals(project.columnModel.columnGroups.get(0).keyColumnIndex, 3);
Assert.assertEquals(project.columnModel.columnGroups.get(0).startColumnIndex, 3);
Assert.assertNull(project.columnModel.columnGroups.get(0).parentGroup);
Assert.assertEquals(project.columnModel.columnGroups.get(0).subgroups.size(),0);
Assert.assertEquals(project.columnModel.columnGroups.get(0).columnSpan,2);
}
@Test
public void testElementWithMqlReadOutput(){
String mqlOutput = "{\"code\":\"/api/status/ok\",\"result\":[{\"armed_force\":{\"id\":\"/en/wehrmacht\"},\"id\":\"/en/afrika_korps\",\"type\":\"/military/military_unit\"},{\"armed_force\":{\"id\":\"/m/0chtrwn\"},\"id\":\"/en/sacred_band_of_thebes\",\"type\":\"/military/military_unit\"},{\"armed_force\":{\"id\":\"/en/british_army\"},\"id\":\"/en/british_16_air_assault_brigade\",\"type\":\"/military/military_unit\"},{\"armed_force\":{\"id\":\"/en/british_army\"},\"id\":\"/en/pathfinder_platoon\",\"type\":\"/military/military_unit\"},{\"armed_force\":{\"id\":\"/m/0ch7qgz\"},\"id\":\"/en/sacred_band\",\"type\":\"/military/military_unit\"},{\"armed_force\":{\"id\":\"/en/polish_navy\"},\"id\":\"/en/3rd_ship_flotilla\",\"type\":\"/military/military_unit\"},{\"armed_force\":{\"id\":\"/m/0chtrwn\"},\"id\":\"/m/0c0kxn9\",\"type\":\"/military/military_unit\"},{\"armed_force\":{\"id\":\"/m/0chtrwn\"},\"id\":\"/m/0c0kxq9\",\"type\":\"/military/military_unit\"},{\"armed_force\":{\"id\":\"/m/0chtrwn\"},\"id\":\"/m/0c0kxqh\",\"type\":\"/military/military_unit\"},{\"armed_force\":{\"id\":\"/m/0chtrwn\"},\"id\":\"/m/0c0kxqp\",\"type\":\"/military/military_unit\"},{\"armed_force\":{\"id\":\"/m/0chtrwn\"},\"id\":\"/m/0c0kxqw\",\"type\":\"/military/military_unit\"},{\"armed_force\":{\"id\":\"/m/0chtrwn\"},\"id\":\"/m/0c1wxl3\",\"type\":\"/military/military_unit\"},{\"armed_force\":{\"id\":\"/m/0chtrwn\"},\"id\":\"/m/0c1wxlp\",\"type\":\"/military/military_unit\"},{\"armed_force\":{\"id\":\"/m/0chtrwn\"},\"id\":\"/m/0ck96kz\",\"type\":\"/military/military_unit\"},{\"armed_force\":{\"id\":\"/m/0chtrwn\"},\"id\":\"/m/0cm3j23\",\"type\":\"/military/military_unit\"},{\"armed_force\":{\"id\":\"/m/0chtrwn\"},\"id\":\"/m/0cw8hb4\",\"type\":\"/military/military_unit\"}],\"status\":\"200 OK\",\"transaction_id\":\"cache;cache01.p01.sjc1:8101;2010-10-04T15:04:33Z;0007\"}";
JSONObject options = SUT.createParserUIInitializationData(
job, new LinkedList<JSONObject>(), "text/json");
JSONArray path = new JSONArray();
JSONUtilities.append(path, JsonImporter.ANONYMOUS);
JSONUtilities.append(path, "result");
JSONUtilities.append(path, JsonImporter.ANONYMOUS);
JSONUtilities.safePut(options, "recordPath", path);
RunTest(mqlOutput, options);
log(project);
assertProjectCreated(project,3,16);
}
@Test
public void testJSONMinimumArray(){
String ScraperwikiOutput =
"[\n" +
"{\n" +
" \"school\": \"University of Cambridge\\n" +
" United Kingdom\",\n" +
" \"student-faculty-score\": \"100\",\n" +
" \"intl-student-score\": \"95\",\n" +
" \"intl-faculty-score\": \"96\",\n" +
" \"rank\": \"#1\",\n" +
" \"peer-review-score\": \"100\",\n" +
" \"emp-review-score\": \"100\",\n" +
" \"score\": \"100.0\",\n" +
" \"citations-score\": \"93\"\n" +
" },\n" +
" {\n" +
" \"school\": \"Harvard University\\n" +
" United States\",\n" +
" \"student-faculty-score\": \"97\",\n" +
" \"intl-student-score\": \"87\",\n" +
" \"intl-faculty-score\": \"71\",\n" +
" \"rank\": \"#2\",\n" +
" \"peer-review-score\": \"100\",\n" +
" \"emp-review-score\": \"100\",\n" +
" \"score\": \"99.2\",\n" +
" \"citations-score\": \"100\"\n" +
" }\n" +
"]\n";
RunTest(ScraperwikiOutput);
log(project);
assertProjectCreated(project,9,2);
}
/**
* org.codehaus.Jackson.JsonParser has an inconsistency when returning getLocalName
* of an Entity_Start token which occurs after a Field_Name token
*/
@Test
public void EnsureJSONParserHandlesgetLocalNameCorrectly() throws Exception{
String sampleJson = "{\"field\":\"value\"}";
String sampleJson2 = "{\"field\":{}}";
String sampleJson3 = "{\"field\":[{},{}]}";
JSONTreeReader parser = new JSONTreeReader(new ByteArrayInputStream(sampleJson.getBytes("UTF-8")));
Token token = Token.Ignorable;
int i = 0;
try{
while(token != null){
token = parser.next();
if(token == null) {
break;
}
i++;
if(i == 3){
Assert.assertEquals(Token.Value, token);
Assert.assertEquals("field", parser.getFieldName());
}
}
}catch(Exception e){
//silent
}
parser = new JSONTreeReader(new ByteArrayInputStream(sampleJson2.getBytes("UTF-8")));
token = Token.Ignorable;
i = 0;
try{
while(token != null){
token = parser.next();
if(token == null) {
break;
}
i++;
if(i == 3){
Assert.assertEquals(Token.StartEntity, token);
Assert.assertEquals(parser.getFieldName(), "field");
}
}
}catch(Exception e){
//silent
}
parser = new JSONTreeReader(new ByteArrayInputStream(sampleJson3.getBytes("UTF-8")));
token = Token.Ignorable;
i = 0;
try{
while(token != null){
token = parser.next();
if(token == null) {
break;
}
i++;
if(i == 3){
Assert.assertEquals(token, Token.StartEntity);
Assert.assertEquals(parser.getFieldName(), "field");
}
if(i == 4){
Assert.assertEquals(token, Token.StartEntity);
Assert.assertEquals(parser.getFieldName(), JsonImporter.ANONYMOUS);
}
if(i == 6){
Assert.assertEquals(token, Token.StartEntity);
Assert.assertEquals(parser.getFieldName(), JsonImporter.ANONYMOUS);
}
}
}catch(Exception e){
//silent
}
}
@Test
public void testJsonDatatypes(){
RunTest(getSampleWithDataTypes());
log(project);
assertProjectCreated(project, 2, 21,4);
Assert.assertEquals( project.columnModel.getColumnByCellIndex(0).getName(), JsonImporter.ANONYMOUS + " - id");
Assert.assertEquals( project.columnModel.getColumnByCellIndex(1).getName(), JsonImporter.ANONYMOUS + " - cell - cell");
Row row = project.rows.get(8);
Assert.assertNotNull(row);
Assert.assertEquals(row.cells.size(),2);
Assert.assertEquals(row.cells.get(1).value,""); // Make sure empty strings are preserved
// null, true, false 0,1,-2.1,0.23,-0.24,3.14e100
row = project.rows.get(12);
Assert.assertNotNull(row);
Assert.assertEquals(row.cells.size(),2);
Assert.assertNull(row.cells.get(1).value);
row = project.rows.get(13);
Assert.assertNotNull(row);
Assert.assertEquals(row.cells.size(),2);
Assert.assertEquals(row.cells.get(1).value,Boolean.TRUE);
row = project.rows.get(14);
Assert.assertNotNull(row);
Assert.assertEquals(row.cells.size(),2);
Assert.assertEquals(row.cells.get(1).value,Boolean.FALSE);
row = project.rows.get(15);
Assert.assertNotNull(row);
Assert.assertEquals(row.cells.size(),2);
Assert.assertEquals(row.cells.get(1).value,Long.valueOf(0));
row = project.rows.get(16);
Assert.assertNotNull(row);
Assert.assertEquals(row.cells.size(),2);
Assert.assertEquals(row.cells.get(1).value,Long.valueOf(1));
row = project.rows.get(17);
Assert.assertNotNull(row);
Assert.assertEquals(row.cells.size(),2);
Assert.assertEquals(row.cells.get(1).value,Double.parseDouble("-2.1"));
row = project.rows.get(18);
Assert.assertNotNull(row);
Assert.assertEquals(row.cells.size(),2);
Assert.assertEquals(row.cells.get(1).value,Double.valueOf((double)0.23));
row = project.rows.get(19);
Assert.assertNotNull(row);
Assert.assertEquals(row.cells.size(),2);
Assert.assertEquals(row.cells.get(1).value,Double.valueOf((double)-0.24));
row = project.rows.get(20);
Assert.assertNotNull(row);
Assert.assertEquals(row.cells.size(),2);
Assert.assertFalse(Double.isNaN((Double) row.cells.get(1).value));
Assert.assertEquals(row.cells.get(1).value,Double.valueOf((double)3.14e100));
// null, true, false 0,1,-2.1,0.23,-0.24,3.14e100
// TODO: check data types
}
//------------helper methods---------------
private static String getTypicalElement(int id){
return "{ \"id\" : " + id + "," +
"\"author\" : \"Author " + id + ", The\"," +
"\"title\" : \"Book title " + id + "\"," +
"\"publish_date\" : \"2010-05-26\"" +
"}";
}
private static String getElementWithDuplicateSubElement(int id){
return "{ \"id\" : " + id + "," +
"\"authors\":[" +
"{\"name\" : \"Author " + id + ", The\"}," +
"{\"name\" : \"Author " + id + ", Another\"}" +
"]," +
"\"title\" : \"Book title " + id + "\"," +
"\"publish_date\" : \"2010-05-26\"" +
"}";
}
static String getSample(){
StringBuilder sb = new StringBuilder();
sb.append("[");
for(int i = 1; i < 7; i++){
sb.append(getTypicalElement(i));
if(i < 6) {
sb.append(",");
}
}
sb.append("]");
return sb.toString();
}
private static JSONObject getOptions(ImportingJob job, TreeImportingParserBase parser) {
JSONObject options = parser.createParserUIInitializationData(
job, new LinkedList<JSONObject>(), "text/json");
JSONArray path = new JSONArray();
JSONUtilities.append(path, JsonImporter.ANONYMOUS);
JSONUtilities.append(path, JsonImporter.ANONYMOUS);
JSONUtilities.safePut(options, "recordPath", path);
JSONUtilities.safePut(options, "trimStrings", false);
JSONUtilities.safePut(options, "storeEmptyStrings", true);
JSONUtilities.safePut(options, "guessCellValueTypes", false);
return options;
}
private static String getSampleWithDuplicateNestedElements(){
StringBuilder sb = new StringBuilder();
sb.append("[");
for(int i = 1; i < 7; i++){
sb.append(getElementWithDuplicateSubElement(i));
if(i < 6) {
sb.append(",");
}
}
sb.append("]");
return sb.toString();
}
private static String getSampleWithLineBreak(){
StringBuilder sb = new StringBuilder();
sb.append("[");
for(int i = 1; i < 4; i++){
sb.append(getTypicalElement(i));
sb.append(",");
}
sb.append("{\"id\" : 4," +
"\"author\" : \"With line\\n break\"," + //FIXME this line break is doubled - is this correct??
"\"title\" : \"Book title 4\"," +
"\"publish_date\" : \"2010-05-26\"" +
"},");
sb.append(getTypicalElement(5));
sb.append(",");
sb.append(getTypicalElement(6));
sb.append("]");
return sb.toString();
}
private static String getSampleWithVaryingStructure(){
StringBuilder sb = new StringBuilder();
sb.append("[");
for(int i = 1; i < 6; i++){
sb.append(getTypicalElement(i));
sb.append(",");
}
sb.append("{\"id\" : 6," +
"\"author\" : \"Author 6, The\"," +
"\"title\" : \"Book title 6\"," +
"\"genre\" : \"New element not seen in other records\"," +
"\"publish_date\" : \"2010-05-26\"" +
"}");
sb.append("]");
return sb.toString();
}
private static String getSampleWithTreeStructure(){
StringBuilder sb = new StringBuilder();
sb.append("[");
for(int i = 1; i < 7; i++){
sb.append("{\"id\" : " + i + "," +
"\"author\" : {\"author-name\" : \"Author " + i + ", The\"," +
"\"author-dob\" : \"1950-0" + i + "-15\"}," +
"\"title\" : \"Book title " + i + "\"," +
"\"publish_date\" : \"2010-05-26\"" +
"}");
if(i < 6) {
sb.append(",");
}
}
sb.append("]");
return sb.toString();
}
private static String getSampleWithDataTypes() {
StringBuilder sb = new StringBuilder();
sb.append("[");
int i = 1;
sb.append("{\"id\":"+ i++ + ",\"cell\":[\"39766\",\"T1009\",\"foo\",\"DEU\",\"19\",\"01:49\"]},\n");
sb.append("{\"id\":"+ i++ + ",\"cell\":[\"39766\",\"T1009\",\"\",\"DEU\",\"19\",\"01:49\"]},\n");
sb.append("{\"id\":null,\"cell\":[null,true,false,0,1,-2.1,0.23,-0.24,3.14e100]}\n");
sb.append("]");
return sb.toString();
}
private void RunTest(String testString) {
RunTest(testString, getOptions(job, SUT));
}
private void RunTest(String testString, JSONObject options) {
try {
inputStream = new ByteArrayInputStream( testString.getBytes( "UTF-8" ) );
} catch (UnsupportedEncodingException e1) {
Assert.fail();
}
try {
parseOneInputStream(SUT, inputStream, options);
} catch (Exception e) {
Assert.fail();
}
}
}