DRILL-8450: Add Data Type Inference to XML Format Plugin (#2819)
diff --git a/common/src/main/java/org/apache/drill/common/Typifier.java b/common/src/main/java/org/apache/drill/common/Typifier.java
index 5a416fd..34fe954 100644
--- a/common/src/main/java/org/apache/drill/common/Typifier.java
+++ b/common/src/main/java/org/apache/drill/common/Typifier.java
@@ -18,6 +18,9 @@
package org.apache.drill.common;
+import org.apache.commons.lang3.StringUtils;
+import org.apache.drill.common.types.TypeProtos.MinorType;
+
import java.nio.CharBuffer;
import java.time.LocalDate;
@@ -45,6 +48,11 @@
DateTimeFormatter.ofPattern("yyyy/MM/dd HH:mm:ss.SS", defaultLocale),
DateTimeFormatter.ofPattern("MM/dd/yyyy hh:mm:ss a", defaultLocale),
DateTimeFormatter.ofPattern("M/d/yy H:mm", defaultLocale),
+ DateTimeFormatter.ofPattern("yyyy-MM-dd'T'HH:mm:ss", defaultLocale),
+ DateTimeFormatter.ofPattern("yyyy-MM-dd'T'HH:mm:ss.SSSXXX", defaultLocale),
+ DateTimeFormatter.ofPattern("yyyy-MM-dd'T'HH:mm:ss.SSSXXX", defaultLocale),
+ DateTimeFormatter.ofPattern("yyyy-MM-dd'T'HH:mm:ss.SSSVV", defaultLocale),
+ DateTimeFormatter.ofPattern("yyyy-MM-dd'T'HH:mm:ssVV", defaultLocale),
DateTimeFormatter.ofPattern("dd/MM/yyyy HH:mm:ss", defaultLocale)));
private static final HashSet<DateTimeFormatter> dateFormats = new HashSet<>(
@@ -88,6 +96,40 @@
// If a String contains any of these, try to evaluate it as an equation
private static final char[] MathCharacters = new char[]{'+', '-', '/', '*', '='};
+ /**
+ * This function infers the Drill data type of unknown data.
+ * @param data The input text of unknown data type.
+ * @return A {@link MinorType} of the Drill data type.
+ */
+ public static MinorType typifyToDrill (String data) {
+ Entry<Class, String> result = Typifier.typify(data);
+ String dataType = result.getKey().getSimpleName();
+
+ // If the string is empty, return UNKNOWN
+ if (StringUtils.isEmpty(data)) {
+ return MinorType.VARCHAR;
+ } else if (dataType.equalsIgnoreCase("Float")) {
+ return MinorType.FLOAT4;
+ } else if (dataType.equalsIgnoreCase("Double")) {
+ return MinorType.FLOAT8;
+ } else if (dataType.equalsIgnoreCase("Integer")) {
+ return MinorType.INT;
+ } else if (dataType.equalsIgnoreCase("Boolean")) {
+ return MinorType.BIT;
+ } else if (dataType.equalsIgnoreCase("Long")) {
+ return MinorType.BIGINT;
+ } else if(dataType.equalsIgnoreCase("LocalDateTime")) {
+ return MinorType.TIMESTAMP;
+ } else if (dataType.equalsIgnoreCase("LocalDate")) {
+ return MinorType.DATE;
+ } else if (dataType.equalsIgnoreCase("LocalTime")) {
+ return MinorType.TIME;
+ } else {
+ return MinorType.VARCHAR;
+ }
+ }
+
+
// default is:
// > don't interpret "0" and "1" as true and false
// > restrict interpretation to common types
diff --git a/contrib/format-xml/README.md b/contrib/format-xml/README.md
index ca32715..7bca9c7 100644
--- a/contrib/format-xml/README.md
+++ b/contrib/format-xml/README.md
@@ -15,12 +15,15 @@
"extensions": [
"xml"
],
+ "allTextMode": true,
"dataLevel": 2
}
```
## Data Types
-All fields are read as strings. Nested fields are read as maps. Future functionality could include support for lists.
+The XML reader has an `allTextMode` which, when set to `true` reads all data fields as strings.
+When set to `false`, Drill will attempt to infer data types.
+Nested fields are read as maps. Future functionality could include support for lists.
## Provided Schema
The XML Format Reader supports provided inline schemas. An example query might be:
diff --git a/contrib/format-xml/src/main/java/org/apache/drill/exec/store/xml/XMLBatchReader.java b/contrib/format-xml/src/main/java/org/apache/drill/exec/store/xml/XMLBatchReader.java
index 579652a..6f46f4b 100644
--- a/contrib/format-xml/src/main/java/org/apache/drill/exec/store/xml/XMLBatchReader.java
+++ b/contrib/format-xml/src/main/java/org/apache/drill/exec/store/xml/XMLBatchReader.java
@@ -37,10 +37,10 @@
public class XMLBatchReader implements ManagedReader {
private static final Logger logger = LoggerFactory.getLogger(XMLBatchReader.class);
-
private final FileDescrip file;
private final RowSetLoader rootRowWriter;
private final CustomErrorContext errorContext;
+ private final XMLReaderConfig readerConfig;
private XMLReader reader;
private final int dataLevel;
@@ -48,16 +48,19 @@
static class XMLReaderConfig {
final XMLFormatPlugin plugin;
final int dataLevel;
+ final boolean allTextMode;
XMLReaderConfig(XMLFormatPlugin plugin) {
this.plugin = plugin;
dataLevel = plugin.getConfig().dataLevel;
+ allTextMode = plugin.getConfig().allTextMode();
}
}
public XMLBatchReader(XMLReaderConfig readerConfig, EasySubScan scan, FileSchemaNegotiator negotiator) {
errorContext = negotiator.parentErrorContext();
dataLevel = readerConfig.dataLevel;
+ this.readerConfig = readerConfig;
file = negotiator.file();
// Add schema if provided
@@ -68,7 +71,6 @@
ResultSetLoader loader = negotiator.build();
rootRowWriter = loader.writer();
-
openFile();
}
@@ -85,7 +87,7 @@
private void openFile() {
try {
InputStream fsStream = file.fileSystem().openPossiblyCompressedStream(file.split().getPath());
- reader = new XMLReader(fsStream, dataLevel);
+ reader = new XMLReader(fsStream, dataLevel, readerConfig.allTextMode);
reader.open(rootRowWriter, errorContext);
} catch (Exception e) {
throw UserException
diff --git a/contrib/format-xml/src/main/java/org/apache/drill/exec/store/xml/XMLFormatConfig.java b/contrib/format-xml/src/main/java/org/apache/drill/exec/store/xml/XMLFormatConfig.java
index fbd44ad..51b87c5 100644
--- a/contrib/format-xml/src/main/java/org/apache/drill/exec/store/xml/XMLFormatConfig.java
+++ b/contrib/format-xml/src/main/java/org/apache/drill/exec/store/xml/XMLFormatConfig.java
@@ -36,10 +36,18 @@
public final List<String> extensions;
public final int dataLevel;
+ @JsonProperty
+ public final boolean allTextMode;
+
public XMLFormatConfig(@JsonProperty("extensions") List<String> extensions,
- @JsonProperty("dataLevel") int dataLevel) {
+ @JsonProperty("dataLevel") int dataLevel,
+ @JsonProperty("allTextMode") Boolean allTextMode
+ ) {
this.extensions = extensions == null ? Collections.singletonList("xml") : ImmutableList.copyOf(extensions);
this.dataLevel = Math.max(dataLevel, 1);
+
+ // Default to true
+ this.allTextMode = allTextMode == null || allTextMode;
}
@JsonInclude(JsonInclude.Include.NON_DEFAULT)
@@ -47,9 +55,14 @@
return extensions;
}
+ @JsonProperty("allTextMode")
+ public boolean allTextMode() {
+ return allTextMode;
+ }
+
@Override
public int hashCode() {
- return Objects.hash(extensions, dataLevel);
+ return Objects.hash(extensions, dataLevel, allTextMode);
}
public XMLBatchReader.XMLReaderConfig getReaderConfig(XMLFormatPlugin plugin) {
@@ -66,14 +79,16 @@
}
XMLFormatConfig other = (XMLFormatConfig) obj;
return Objects.equals(extensions, other.extensions)
- && Objects.equals(dataLevel, other.dataLevel);
+ && Objects.equals(dataLevel, other.dataLevel)
+ && Objects.equals(allTextMode, other.allTextMode);
}
@Override
public String toString() {
return new PlanStringBuilder(this)
- .field("extensions", extensions)
- .field("dataLevel", dataLevel)
+ .field("extensions", extensions)
+ .field("dataLevel", dataLevel)
+ .field("allTextMode", allTextMode)
.toString();
}
}
diff --git a/contrib/format-xml/src/main/java/org/apache/drill/exec/store/xml/XMLReader.java b/contrib/format-xml/src/main/java/org/apache/drill/exec/store/xml/XMLReader.java
index 8b23ac7..d1467e1 100644
--- a/contrib/format-xml/src/main/java/org/apache/drill/exec/store/xml/XMLReader.java
+++ b/contrib/format-xml/src/main/java/org/apache/drill/exec/store/xml/XMLReader.java
@@ -19,6 +19,7 @@
package org.apache.drill.exec.store.xml;
import org.apache.drill.common.AutoCloseables;
+import org.apache.drill.common.Typifier;
import org.apache.drill.common.exceptions.CustomErrorContext;
import org.apache.drill.common.exceptions.UserException;
import org.apache.drill.common.types.TypeProtos;
@@ -64,7 +65,7 @@
private final Stack<TupleWriter> rowWriterStack;
private final int dataLevel;
private final Map<String, XMLMap> nestedMapCollection;
-
+ private final boolean allTextmode;
private TupleWriter attributeWriter;
private CustomErrorContext errorContext;
private RowSetLoader rootRowWriter;
@@ -96,7 +97,7 @@
ROW_ENDED
}
- public XMLReader(InputStream fsStream, int dataLevel) throws XMLStreamException {
+ public XMLReader(InputStream fsStream, int dataLevel, boolean allTextMode) throws XMLStreamException {
this.fsStream = fsStream;
XMLInputFactory inputFactory = XMLInputFactory.newInstance();
reader = inputFactory.createXMLEventReader(fsStream);
@@ -105,6 +106,7 @@
nestedMapCollection = new HashMap<>();
this.dataLevel = dataLevel;
isSelfClosingEvent = false;
+ this.allTextmode = allTextMode;
}
public void open(RowSetLoader rootRowWriter, CustomErrorContext errorContext ) {
@@ -431,8 +433,12 @@
// Find the TupleWriter object
int index = writer.tupleSchema().index(fieldName);
if (index == -1) {
- ColumnMetadata colSchema = MetadataUtils.newScalar(fieldName, TypeProtos.MinorType.VARCHAR, TypeProtos.DataMode.OPTIONAL);
- index = writer.addColumn(colSchema);
+ if (allTextmode) {
+ ColumnMetadata colSchema = MetadataUtils.newScalar(fieldName, TypeProtos.MinorType.VARCHAR, TypeProtos.DataMode.OPTIONAL);
+ index = writer.addColumn(colSchema);
+ } else {
+ index = addNewScalarColumn(fieldName, fieldValue, writer);
+ }
}
ScalarWriter colWriter = writer.scalar(index);
ColumnMetadata columnMetadata = writer.tupleSchema().metadata(index);
@@ -461,7 +467,12 @@
dateFormat = columnMetadata.property("drill.format");
LocalDate localDate;
if (Strings.isNullOrEmpty(dateFormat)) {
- localDate = LocalDate.parse(fieldValue);
+ // Use typifier if all text mode is disabled.
+ if (!allTextmode) {
+ localDate = Typifier.stringAsDate(fieldValue);
+ } else {
+ localDate = LocalDate.parse(fieldValue);
+ }
} else {
localDate = LocalDate.parse(fieldValue, DateTimeFormatter.ofPattern(dateFormat));
}
@@ -504,6 +515,26 @@
}
/**
+ * Adds a new scalar column to the schema. If the data type is unknown, it will default to
+ * VARCHAR.
+ * @param fieldName The field name.
+ * @param fieldValue The field value
+ * @param writer A {@link TupleWriter} of the current Drill schema
+ * @return A int of the index of the new column.
+ */
+ private int addNewScalarColumn(String fieldName, String fieldValue, TupleWriter writer) {
+ MinorType dataType;
+ if (Strings.isNullOrEmpty(fieldValue)) {
+ dataType = MinorType.VARCHAR;
+ } else {
+ dataType = Typifier.typifyToDrill(fieldValue);
+ }
+
+ ColumnMetadata colSchema = MetadataUtils.newScalar(fieldName, dataType, DataMode.OPTIONAL);
+ return writer.addColumn(colSchema);
+ }
+
+ /**
* Writes a attribute. If the field does not have a corresponding ScalarWriter, this method will
* create one.
* @param fieldName The field name
diff --git a/contrib/format-xml/src/test/java/org/apache/drill/exec/store/xml/TestXMLReader.java b/contrib/format-xml/src/test/java/org/apache/drill/exec/store/xml/TestXMLReader.java
index 260fe9c..a0d3ac9 100644
--- a/contrib/format-xml/src/test/java/org/apache/drill/exec/store/xml/TestXMLReader.java
+++ b/contrib/format-xml/src/test/java/org/apache/drill/exec/store/xml/TestXMLReader.java
@@ -49,7 +49,7 @@
public static void setup() throws Exception {
ClusterTest.startCluster(ClusterFixture.builder(dirTestWatcher));
- XMLFormatConfig formatConfig = new XMLFormatConfig(null, 2);
+ XMLFormatConfig formatConfig = new XMLFormatConfig(null, 2, true);
cluster.defineFormat("cp", "xml", formatConfig);
cluster.defineFormat("dfs", "xml", formatConfig);
@@ -87,6 +87,43 @@
}
@Test
+ public void testAllTextMode() throws Exception {
+ String sql = "SELECT attributes, int_field, bigint_field, float_field, double_field, " +
+ "boolean_field, date_field, time_field, timestamp_field, string_field" +
+ " FROM table(cp.`xml/simple_with_datatypes" +
+ ".xml` (type => 'xml', " +
+ "allTextMode => 'false'))";
+ RowSet results = client.queryBuilder().sql(sql).rowSet();
+ assertEquals(2, results.rowCount());
+
+ TupleMetadata expectedSchema = new SchemaBuilder()
+ .add("attributes", MinorType.MAP)
+ .addNullable("int_field", MinorType.FLOAT8)
+ .addNullable("bigint_field", MinorType.FLOAT8)
+ .addNullable("float_field", MinorType.FLOAT8)
+ .addNullable("double_field", MinorType.FLOAT8)
+ .addNullable("boolean_field", MinorType.BIT)
+ .addNullable("date_field", MinorType.DATE)
+ .addNullable("time_field", MinorType.VARCHAR)
+ .addNullable("timestamp_field", MinorType.TIMESTAMP)
+ .addNullable("string_field", MinorType.VARCHAR)
+ .buildSchema();
+
+ //DateUtility.parseLocalDateTime
+
+ RowSet expected = client.rowSetBuilder(expectedSchema)
+ .addRow(mapArray(), 1.0, 1000.0, 1.3, 3.3, true, LocalDate.parse("2022-01-01"),
+ "12:04:34", Instant.parse("2022-01-06T12:30" +
+ ":30Z"),
+ "string")
+ .addRow(mapArray(), 2.0, 2000.0, 2.3, 4.3, false, LocalDate.parse("2022-02-01"),
+ "13:04:34", Instant.parse("2022-03-06T12:30:30Z"), null)
+ .build();
+
+ new RowSetComparison(expected).verifyAndClearAll(results);
+ }
+
+ @Test
public void testSimpleProvidedSchema() throws Exception {
String sql = "SELECT * FROM table(cp.`xml/simple_with_datatypes.xml` (type => 'xml', schema " +
"=> 'inline=(`int_field` INT, `bigint_field` BIGINT, `float_field` FLOAT, `double_field` DOUBLE, `boolean_field` " +
@@ -105,13 +142,17 @@
.addNullable("time_field", MinorType.TIME)
.addNullable("timestamp_field", MinorType.TIMESTAMP)
.addNullable("string_field", MinorType.VARCHAR)
- .addNullable("date2_field", MinorType.DATE)
+ .addNullable("date2_field", MinorType.DATE)
.add("attributes", MinorType.MAP)
.buildSchema();
RowSet expected = client.rowSetBuilder(expectedSchema)
- .addRow(1, 1000L, 1.2999999523162842, 3.3, true, LocalDate.parse("2022-01-01"), LocalTime.parse("12:04:34"), Instant.parse("2022-01-06T12:30:30Z"), "string", LocalDate.parse("2022-03-02"), mapArray())
- .addRow(2, 2000L, 2.299999952316284, 4.3, false, LocalDate.parse("2022-02-01"), LocalTime.parse("13:04:34"), Instant.parse("2022-03-06T12:30:30Z"), null, LocalDate.parse("2022-03-01"), mapArray())
+ .addRow(1, 1000L, 1.2999999523162842, 3.3, true, LocalDate.parse("2022-01-01"),
+ LocalTime.parse("12:04:34"), Instant.parse("2022-01-06T12:30:30Z"), "string",
+ LocalDate.parse("2022-03-02"), mapArray())
+ .addRow(2, 2000L, 2.299999952316284, 4.3, false, LocalDate.parse("2022-02-01"),
+ LocalTime.parse("13:04:34"), Instant.parse("2022-03-06T12:30:30Z"), null,
+ LocalDate.parse("2022-03-01"), mapArray())
.build();
new RowSetComparison(expected).verifyAndClearAll(results);
diff --git a/contrib/storage-http/XML_Options.md b/contrib/storage-http/XML_Options.md
index e53e1e8..e54d12b 100644
--- a/contrib/storage-http/XML_Options.md
+++ b/contrib/storage-http/XML_Options.md
@@ -5,6 +5,11 @@
XML data often contains a considerable amount of nesting which is not necessarily useful for data analysis. This parameter allows you to set the nesting level
where the data actually starts. The levels start at `1`.
+## AllTextMode
+Drill's XML reader can infer data types. Similar to the JSON reader, there is an option called
+`allTextMode` which can be set to `true` to disable data type inference. This is useful if your
+data has inconsistent schema.
+
## Schema Provisioning
One of the challenges of querying APIs is inconsistent data. Drill allows you to provide a schema for individual endpoints. You can do this in one of three ways:
@@ -26,6 +31,7 @@
```json
"xmlOptions": {
"dataLevel": 2,
+ "allTextMode": true,
"schema": {
"type": "tuple_schema",
"columns": [
diff --git a/contrib/storage-http/src/main/java/org/apache/drill/exec/store/http/HttpXMLBatchReader.java b/contrib/storage-http/src/main/java/org/apache/drill/exec/store/http/HttpXMLBatchReader.java
index 5aec7ff..3e424e0 100644
--- a/contrib/storage-http/src/main/java/org/apache/drill/exec/store/http/HttpXMLBatchReader.java
+++ b/contrib/storage-http/src/main/java/org/apache/drill/exec/store/http/HttpXMLBatchReader.java
@@ -47,6 +47,7 @@
private final HttpSubScan subScan;
private final int maxRecords;
private final int dataLevel;
+ private final boolean allTextMode;
private InputStream inStream;
private XMLReader xmlReader;
private ResultSetLoader resultLoader;
@@ -55,13 +56,18 @@
super(subScan);
this.subScan = subScan;
this.maxRecords = subScan.maxRecords();
-
// TODO Remove the XMLDataLevel parameter. For now, check both
if (subScan.tableSpec().connectionConfig().xmlOptions() == null) {
this.dataLevel = subScan.tableSpec().connectionConfig().xmlDataLevel();
} else {
this.dataLevel = subScan.tableSpec().connectionConfig().xmlOptions().getDataLevel();
}
+
+ if (subScan.tableSpec().connectionConfig().xmlOptions() != null) {
+ this.allTextMode = subScan.tableSpec().connectionConfig().xmlOptions().allTextMode();
+ } else {
+ this.allTextMode = true;
+ }
}
@@ -75,6 +81,12 @@
} else {
this.dataLevel = subScan.tableSpec().connectionConfig().xmlOptions().getDataLevel();
}
+
+ if (subScan.tableSpec().connectionConfig().xmlOptions() != null) {
+ this.allTextMode = subScan.tableSpec().connectionConfig().xmlOptions().allTextMode();
+ } else {
+ this.allTextMode = true;
+ }
}
@Override
@@ -115,7 +127,7 @@
negotiator.tableSchema(finalSchema, false);
}
- xmlReader = new XMLReader(inStream, dataLevel);
+ xmlReader = new XMLReader(inStream, dataLevel, allTextMode);
resultLoader = negotiator.build();
if (implicitColumnsAreProjected()) {
diff --git a/contrib/storage-http/src/main/java/org/apache/drill/exec/store/http/HttpXmlOptions.java b/contrib/storage-http/src/main/java/org/apache/drill/exec/store/http/HttpXmlOptions.java
index d73e576..9e3232a 100644
--- a/contrib/storage-http/src/main/java/org/apache/drill/exec/store/http/HttpXmlOptions.java
+++ b/contrib/storage-http/src/main/java/org/apache/drill/exec/store/http/HttpXmlOptions.java
@@ -35,14 +35,17 @@
@JsonProperty
private final int dataLevel;
-
+ @JsonProperty
+ private final boolean allTextMode;
@JsonProperty
private final TupleMetadata schema;
@JsonCreator
public HttpXmlOptions(@JsonProperty("dataLevel") Integer dataLevel,
+ @JsonProperty("allTextMode") Boolean allTextMode,
@JsonProperty("schema") TupleMetadata schema) {
this.schema = schema;
+ this.allTextMode = allTextMode == null || allTextMode;
if (dataLevel == null || dataLevel < 1) {
this.dataLevel = 1;
} else {
@@ -53,6 +56,7 @@
public HttpXmlOptions(HttpXmlOptionsBuilder builder) {
this.dataLevel = builder.dataLevel;
this.schema = builder.schema;
+ this.allTextMode = builder.allTextMode == null || builder.allTextMode;
}
@@ -70,6 +74,10 @@
return this.schema;
}
+ @JsonProperty("allTextMode")
+ public boolean allTextMode() {
+ return this.allTextMode;
+ }
@Override
public boolean equals(Object o) {
@@ -81,18 +89,20 @@
}
HttpXmlOptions that = (HttpXmlOptions) o;
return Objects.equals(dataLevel, that.dataLevel)
- && Objects.equals(schema, that.schema);
+ && Objects.equals(allTextMode, that.allTextMode)
+ && Objects.equals(schema, that.schema);
}
@Override
public int hashCode() {
- return Objects.hash(dataLevel, schema);
+ return Objects.hash(dataLevel, schema, allTextMode);
}
@Override
public String toString() {
return new PlanStringBuilder(this)
.field("dataLevel", dataLevel)
+ .field("allTextMode", allTextMode)
.field("schema", schema)
.toString();
}
@@ -101,6 +111,7 @@
public static class HttpXmlOptionsBuilder {
private int dataLevel;
+ private Boolean allTextMode;
private TupleMetadata schema;
public HttpXmlOptions.HttpXmlOptionsBuilder dataLevel(int dataLevel) {
@@ -108,6 +119,11 @@
return this;
}
+ public HttpXmlOptions.HttpXmlOptionsBuilder allTextMode(boolean allTextMode) {
+ this.allTextMode = allTextMode;
+ return this;
+ }
+
public HttpXmlOptions.HttpXmlOptionsBuilder schema(TupleMetadata schema) {
this.schema = schema;
return this;
diff --git a/contrib/storage-http/src/test/java/org/apache/drill/exec/store/http/TestHttpPlugin.java b/contrib/storage-http/src/test/java/org/apache/drill/exec/store/http/TestHttpPlugin.java
index dc1509d..a6f1843 100644
--- a/contrib/storage-http/src/test/java/org/apache/drill/exec/store/http/TestHttpPlugin.java
+++ b/contrib/storage-http/src/test/java/org/apache/drill/exec/store/http/TestHttpPlugin.java
@@ -135,6 +135,7 @@
HttpXmlOptions nycXmlOptions = HttpXmlOptions.builder()
.dataLevel(5)
+ .allTextMode(true)
.build();
HttpApiConfig nycConfig = HttpApiConfig.builder()
@@ -305,6 +306,7 @@
HttpXmlOptions xmlOptions = new HttpXmlOptions.HttpXmlOptionsBuilder()
.dataLevel(2)
+ .allTextMode(true)
.build();
TupleMetadata testSchema = new SchemaBuilder()
@@ -319,6 +321,7 @@
HttpXmlOptions xmlOptionsWithSchhema = new HttpXmlOptions.HttpXmlOptionsBuilder()
.dataLevel(2)
+ .allTextMode(true)
.schema(testSchema)
.build();
@@ -448,6 +451,7 @@
HttpXmlOptions nycXmlOptions = HttpXmlOptions.builder()
.dataLevel(5)
+ .allTextMode(true)
.build();
HttpApiConfig nycConfig = HttpApiConfig.builder()
@@ -618,6 +622,7 @@
HttpXmlOptions xmlOptions = new HttpXmlOptions.HttpXmlOptionsBuilder()
.dataLevel(2)
+ .allTextMode(true)
.build();
TupleMetadata testSchema = new SchemaBuilder()
