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Original file line number Diff line number Diff line change
Expand Up @@ -112,10 +112,18 @@ public VectorSchemaRoot(Schema schema, List<FieldVector> fieldVectors, int rowCo
this.schema = schema;
this.rowCount = rowCount;
this.fieldVectors = fieldVectors;
for (int i = 0; i < schema.getFields().size(); ++i) {
Field field = schema.getFields().get(i);
FieldVector vector = fieldVectors.get(i);
fieldVectorsMap.put(field, vector);
indexFieldVectors();
}

/**
* Rebuilds the Field lookup from the current schema. Fields compare structurally, so columns with
* equal Fields share one entry, which keeps the first of them.
*/
private void indexFieldVectors() {
fieldVectorsMap.clear();
List<Field> fields = schema.getFields();
for (int i = 0; i < fields.size(); ++i) {
fieldVectorsMap.putIfAbsent(fields.get(i), fieldVectors.get(i));
}
}

Expand Down Expand Up @@ -311,13 +319,10 @@ public boolean syncSchema() {
List<Field> newFields =
this.fieldVectors.stream().map(ValueVector::getField).collect(Collectors.toList());
if (!oldFields.equals(newFields)) {
this.schema = new Schema(newFields);
// Field equality is structural, and promotion (e.g. a promoted Struct/List child)
// produces new Field instances, so the existing keys would no longer match.
fieldVectorsMap.clear();
for (int i = 0; i < newFields.size(); i++) {
fieldVectorsMap.put(newFields.get(i), fieldVectors.get(i));
}
this.schema = new Schema(newFields, this.schema.getCustomMetadata());
// A promoted vector (e.g. a Struct/List child promoted to a union) reports a structurally
// different Field, so the lookup keyed by the old Fields no longer matches.
indexFieldVectors();
return true;
}
return false;
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -201,9 +201,10 @@ public boolean read(VectorSchemaRoot root) throws IOException {
nextFieldIs("columns");
readToken(START_ARRAY);
{
for (Field field : root.getSchema().getFields()) {
FieldVector vector = root.getVector(field);
readFromJsonIntoVector(field, vector);
// Look vectors up by position: columns can have equal Fields, e.g. duplicate names
List<Field> fields = root.getSchema().getFields();
for (int i = 0; i < fields.size(); i++) {
readFromJsonIntoVector(fields.get(i), root.getVector(i));
}
}
readToken(END_ARRAY);
Expand All @@ -229,9 +230,9 @@ public VectorSchemaRoot read() throws IOException {
nextFieldIs("columns");
readToken(START_ARRAY);
{
for (Field field : schema.getFields()) {
FieldVector vector = recordBatch.getVector(field);
readFromJsonIntoVector(field, vector);
List<Field> fields = schema.getFields();
for (int i = 0; i < fields.size(); i++) {
readFromJsonIntoVector(fields.get(i), recordBatch.getVector(i));
}
}
readToken(END_ARRAY);
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -192,9 +192,10 @@ private void writeBatch(VectorSchemaRoot recordBatch) throws IOException {
{
generator.writeObjectField("count", recordBatch.getRowCount());
generator.writeArrayFieldStart("columns");
for (Field field : recordBatch.getSchema().getFields()) {
FieldVector vector = recordBatch.getVector(field);
writeFromVectorIntoJson(field, vector);
// Look vectors up by position: columns can have equal Fields, e.g. duplicate names
List<Field> fields = recordBatch.getSchema().getFields();
for (int i = 0; i < fields.size(); i++) {
writeFromVectorIntoJson(fields.get(i), recordBatch.getVector(i));
}
generator.writeEndArray();
}
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -25,30 +25,25 @@
import static org.junit.jupiter.api.Assertions.assertThrows;
import static org.junit.jupiter.api.Assertions.assertTrue;

import java.nio.file.Path;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collections;
import java.util.List;
import java.util.stream.Collectors;
import org.apache.arrow.memory.BufferAllocator;
import org.apache.arrow.memory.RootAllocator;
import org.apache.arrow.vector.complex.ListVector;
import org.apache.arrow.vector.complex.impl.UnionListWriter;
import org.apache.arrow.vector.ipc.JsonFileReader;
import org.apache.arrow.vector.ipc.JsonFileWriter;
import org.apache.arrow.vector.types.pojo.ArrowType;
import org.apache.arrow.vector.types.pojo.Field;
import org.apache.arrow.vector.types.pojo.FieldType;
import org.apache.arrow.vector.types.pojo.Schema;
import org.junit.jupiter.api.AfterEach;
import org.junit.jupiter.api.BeforeEach;
import org.junit.jupiter.api.Test;
import org.junit.jupiter.api.io.TempDir;

public class TestVectorSchemaRoot {

@TempDir public Path tempDir;

private BufferAllocator allocator;

@BeforeEach
Expand Down Expand Up @@ -363,11 +358,10 @@ public void testSchemaSyncRefreshesFieldVectorLookup() {
final int rowCount = root.getRowCount();
assertEquals(2, rowCount);
final Field staleField = root.getSchema().getFields().get(0);
final Object oldValue = listVector.getObject(0);

assertTrue(root.syncSchema());

// Promotion produced a new Field instance for the same, unchanged vector.
// Promotion changed the vector's Field, so the synced Field differs from the stale one.
final Field syncedField = root.getSchema().getFields().get(0);
assertNotEquals(staleField, syncedField);

Expand All @@ -379,9 +373,8 @@ public void testSchemaSyncRefreshesFieldVectorLookup() {
// The stale structural key is gone because the Field itself changed.
assertNull(root.getVector(staleField));

// Syncing the schema leaves the row count and the vector data untouched.
// Syncing the schema leaves the row count untouched.
assertEquals(rowCount, root.getRowCount());
assertEquals(oldValue, listVector.getObject(0));

// A second sync is a no-op and the refreshed lookup stays correct.
assertFalse(root.syncSchema());
Expand All @@ -390,39 +383,33 @@ public void testSchemaSyncRefreshesFieldVectorLookup() {
}

@Test
public void testJsonWriteAndReadAfterSchemaSync() throws Exception {
final Path jsonFile = tempDir.resolve("promoted-schema.json");
try (VectorSchemaRoot root = createBatch()) {
final FieldVector expectedVector = root.getVector("listCol");
// createBatch() writes two list rows but leaves the root row count unset.
root.setRowCount(expectedVector.getValueCount());
final int rowCount = root.getRowCount();
assertEquals(2, rowCount);
public void testSchemaSyncKeepsCustomMetadata() {
Field child = new Field("varCharCol", FieldType.nullable(new ArrowType.Utf8()), null);
Field listField =
new Field("listCol", FieldType.nullable(new ArrowType.List()), Arrays.asList(child));
Schema schema = new Schema(Arrays.asList(listField), Collections.singletonMap("key", "value"));
try (VectorSchemaRoot root = VectorSchemaRoot.create(schema, allocator)) {
ListVector vector = (ListVector) root.getVector(0);
vector.allocateNew();
UnionListWriter writer = vector.getWriter();
writer.startList();
// A big int does not fit the varchar child, so the writer promotes it to a union.
writer.writeBigInt(0L);
writer.endList();

assertTrue(root.syncSchema());
final Schema syncedSchema = root.getSchema();

// Writing resolves every vector through VectorSchemaRoot#getVector(Field), so a
// stale Field-keyed lookup makes this write fail.
try (JsonFileWriter writer =
new JsonFileWriter(jsonFile.toFile(), JsonFileWriter.config().pretty(true))) {
writer.start(syncedSchema, null);
writer.write(root);
}
assertEquals(schema.getCustomMetadata(), root.getSchema().getCustomMetadata());
}
}

try (BufferAllocator readerAllocator =
allocator.newChildAllocator("json-reader", 0, Long.MAX_VALUE);
JsonFileReader reader = new JsonFileReader(jsonFile.toFile(), readerAllocator)) {
assertEquals(syncedSchema, reader.start());
try (VectorSchemaRoot readRoot = reader.read()) {
assertNotNull(readRoot);
assertEquals(rowCount, readRoot.getRowCount());
final FieldVector actualVector = readRoot.getVector("listCol");
// The JSON schema round-trips exactly, so the nested rows compare structurally.
assertEquals(expectedVector.getObject(0), actualVector.getObject(0));
assertEquals(expectedVector.getObject(1), actualVector.getObject(1));
}
assertNull(reader.read());
}
@Test
public void testGetVectorWithDuplicateFields() {
Field field = new Field("x", FieldType.nullable(new ArrowType.Int(32, true)), null);
try (VectorSchemaRoot root =
VectorSchemaRoot.create(new Schema(Arrays.asList(field, field)), allocator)) {
// Equal Fields share one lookup entry, which resolves to the first column.
assertSame(root.getVector(0), root.getVector(field));
assertSame(root.getVector(0), root.getVector("x"));
}
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -20,6 +20,7 @@
import static org.junit.jupiter.api.Assertions.assertNotNull;
import static org.junit.jupiter.api.Assertions.assertNull;
import static org.junit.jupiter.api.Assertions.assertThrows;
import static org.junit.jupiter.api.Assertions.assertTrue;

import java.io.File;
import java.io.IOException;
Expand All @@ -31,9 +32,12 @@
import java.util.List;
import org.apache.arrow.memory.BufferAllocator;
import org.apache.arrow.vector.FieldVector;
import org.apache.arrow.vector.IntVector;
import org.apache.arrow.vector.VectorSchemaRoot;
import org.apache.arrow.vector.complex.ListVector;
import org.apache.arrow.vector.complex.StructVector;
import org.apache.arrow.vector.complex.impl.ComplexWriterImpl;
import org.apache.arrow.vector.complex.impl.UnionListWriter;
import org.apache.arrow.vector.complex.writer.BaseWriter;
import org.apache.arrow.vector.dictionary.DictionaryProvider;
import org.apache.arrow.vector.dictionary.DictionaryProvider.MapDictionaryProvider;
Expand Down Expand Up @@ -195,6 +199,73 @@ public void testWriteReadUnionJSON() throws IOException {
}
}

@Test
public void testWriteReadAfterSchemaSync() throws IOException {
File file = tempDir.resolve("promoted.json").toFile();
Field child = new Field("varchar", FieldType.nullable(new ArrowType.Utf8()), null);
Field listField =
new Field("list", FieldType.nullable(new ArrowType.List()), Arrays.asList(child));
try (BufferAllocator vectorAllocator =
allocator.newChildAllocator("original vectors", 0, Integer.MAX_VALUE);
VectorSchemaRoot root =
VectorSchemaRoot.create(new Schema(Arrays.asList(listField)), vectorAllocator)) {
ListVector vector = (ListVector) root.getVector(0);
vector.allocateNew();
UnionListWriter writer = vector.getWriter();
writer.startList();
writer.writeVarChar("a");
// A big int does not fit the varchar child, so the writer promotes it to a union
writer.writeBigInt(1L);
writer.endList();
root.setRowCount(1);
assertTrue(root.syncSchema());

writeJSON(file, root, null);

try (BufferAllocator readerAllocator =
allocator.newChildAllocator("reader", 0, Integer.MAX_VALUE);
JsonFileReader reader = new JsonFileReader(file, readerAllocator)) {
assertEquals(root.getSchema(), reader.start());
try (VectorSchemaRoot rootFromJson = reader.read()) {
Validator.compareVectorSchemaRoot(root, rootFromJson);
}
}
}
}

@Test
public void testWriteReadDuplicateFields() throws IOException {
File file = tempDir.resolve("duplicate-fields.json").toFile();
Field field = new Field("x", FieldType.nullable(new ArrowType.Int(32, true)), null);
try (BufferAllocator vectorAllocator =
allocator.newChildAllocator("original vectors", 0, Integer.MAX_VALUE);
VectorSchemaRoot root =
VectorSchemaRoot.create(new Schema(Arrays.asList(field, field)), vectorAllocator)) {
((IntVector) root.getVector(0)).setSafe(0, 1);
((IntVector) root.getVector(1)).setSafe(0, 2);
root.setRowCount(1);

writeJSON(file, root, null);

try (BufferAllocator readerAllocator =
allocator.newChildAllocator("reader", 0, Integer.MAX_VALUE);
JsonFileReader reader = new JsonFileReader(file, readerAllocator)) {
reader.start();
try (VectorSchemaRoot rootFromJson = reader.read()) {
Validator.compareVectorSchemaRoot(root, rootFromJson);
}
}
try (BufferAllocator readerAllocator =
allocator.newChildAllocator("reader", 0, Integer.MAX_VALUE);
JsonFileReader reader = new JsonFileReader(file, readerAllocator);
VectorSchemaRoot rootFromJson =
VectorSchemaRoot.create(reader.start(), readerAllocator)) {
assertTrue(reader.read(rootFromJson));
Validator.compareVectorSchemaRoot(root, rootFromJson);
}
}
}

@Test
public void testWriteReadDateTimeJSON() throws IOException {
File file = new File("target/mytest_datetime.json");
Expand Down
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