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Kafka: Integrating Engine tables with Kafka
/**
* Copyright (c) 2016-2022 Deephaven Data Labs and Patent Pending
*/
package io.deephaven.kafka.ingest;
import io.deephaven.kafka.KafkaSchemaUtils;
import org.apache.avro.Schema;
import org.apache.avro.generic.GenericRecord;
import java.util.Arrays;
import java.util.List;
import java.util.regex.Pattern;
public class GenericRecordUtil {
/**
* Given a composite (by nesting) field name, composed of individual names separate with the given separator, obtain
* a {@code String[]} path with the individual field names.
*
* @param fieldName A composite (by nesting) field name.
* @param separator The separator pattern used for composing {@code fieldName}
* @param schema An avro schema.
* @return A {@code String[]} path with the individual field names for {@code fieldName}
*/
public static int[] getFieldPath(final String fieldName, final Pattern separator, final Schema schema) {
if (fieldName == null) {
return null;
}
final String[] strFieldPath = separator.split(fieldName);
final int[] fieldPath = new int[strFieldPath.length];
Schema currSchema = schema;
int i = 0;
while (true) {
if (currSchema.isUnion()) {
final List unionTypes = currSchema.getTypes();
final String errMsg = ": only union schemas of two elements where one is NULL are supported";
if (unionTypes.size() != 2) {
throw new IllegalArgumentException(formatUnionSchema(currSchema) + errMsg);
}
final Schema unionType0 = unionTypes.get(0);
final Schema unionType1 = unionTypes.get(1);
if (unionType0.getType() == Schema.Type.NULL) {
currSchema = unionType1;
} else if (unionType1.getType() == Schema.Type.NULL) {
currSchema = unionType0;
} else {
throw new IllegalArgumentException(formatUnionSchema(currSchema) + errMsg);
}
}
final Schema.Field currField = currSchema.getField(strFieldPath[i]);
fieldPath[i] = currField.pos();
++i;
if (i == fieldPath.length) {
break;
}
currSchema = currField.schema();
}
return fieldPath;
}
/**
* Given a composite (by nesting) field name, composed of individual names separate with the given separator, obtain
* a {@code String[]} path with the individual field names.
*
* @param fieldName A composite (by nesting) field name.
* @param separator The separator pattern used for composing {@code fieldName}
* @return A {@code String[]} path with the individual field names for {@code fieldName}
*/
public static String[] getFieldPath(final String fieldName, final Pattern separator) {
if (fieldName == null) {
return null;
}
return separator.split(fieldName);
}
/**
* Get the value out of a Generic Record for a given field path (including nesting).
*
* @param record A {@code GenericRecord} from which to extract a value.
* @param fieldPath An array of individual field position indices, in order according to nesting from the root
* representing a path to an individual desired field
* @return The value in {@code record} for the given {@code fieldPath}
*/
public static Object getPath(final GenericRecord record, final int[] fieldPath) {
if (record == null) {
return null;
}
GenericRecord parentRecord = record;
int i = 0;
while (i < fieldPath.length - 1) {
parentRecord = (GenericRecord) parentRecord.get(fieldPath[i]);
if (parentRecord == null) {
return null;
}
++i;
}
return parentRecord.get(fieldPath[i]);
}
/**
* Get the schema for a particular field path (including nesting).
*
* @param schema A {@link org.apache.avro.Schema} to start nested field navigation from
* @param fieldPath An array of individual field names, in order according to nesting from the root representing a
* path to an individual desired field
* @return The schema for the given {@code fieldPath}
*/
public static Schema getFieldSchema(final Schema schema, final String[] fieldPath) {
int i = 0;
Schema s = schema;
while (i < fieldPath.length) {
final String fieldName = fieldPath[i];
final Schema.Field field = s.getField(fieldName);
if (field == null) {
final String partialFieldName = Arrays.toString(Arrays.copyOf(fieldPath, i + 1));
throw new IllegalArgumentException("Can't find field for path " + partialFieldName);
}
s = KafkaSchemaUtils.getEffectiveSchema(fieldName, field.schema());
++i;
}
return s;
}
private static String formatUnionSchema(final Schema schema) {
final List unionTypes = schema.getTypes();
final StringBuilder sb = new StringBuilder("Union schema ");
sb.append("name=").append(schema.getFullName());
sb.append(" with ").append(unionTypes.size()).append(" elements [");
int i = 0;
for (final Schema element : unionTypes) {
if (i > 0) {
sb.append(", ");
}
sb.append("(");
sb.append("name=").append(element.getName());
sb.append(", ");
sb.append("type=").append(element.getType().toString());
sb.append(")");
}
sb.append("]");
return sb.toString();
}
}
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