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Avro: Add Avro-assisted name mapping (#7392)
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wmoustafa authored Dec 22, 2023
1 parent 4f6c5fc commit 19b24b3
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Showing 5 changed files with 366 additions and 13 deletions.
Original file line number Diff line number Diff line change
Expand Up @@ -93,14 +93,33 @@ private static <P, T> T visitRecord(
private static <P, T> T visitUnion(
P type, Schema union, AvroWithPartnerByStructureVisitor<P, T> visitor) {
List<Schema> types = union.getTypes();
Preconditions.checkArgument(
AvroSchemaUtil.isOptionSchema(union), "Cannot visit non-option union: %s", union);
List<T> options = Lists.newArrayListWithExpectedSize(types.size());
for (Schema branch : types) {
if (branch.getType() == Schema.Type.NULL) {
options.add(visit(visitor.nullType(), branch, visitor));
} else {
options.add(visit(type, branch, visitor));
if (AvroSchemaUtil.isOptionSchema(union)) {
for (Schema branch : types) {
if (branch.getType() == Schema.Type.NULL) {
options.add(visit(visitor.nullType(), branch, visitor));
} else {
options.add(visit(type, branch, visitor));
}
}
} else {
boolean encounteredNull = false;
for (int i = 0; i < types.size(); i++) {
// For a union-type (a, b, NULL, c) and the corresponding struct type (tag, a, b, c), the
// types match according to the following pattern:
// Before NULL, branch type i in the union maps to struct field i + 1.
// After NULL, branch type i in the union maps to struct field i.
int structFieldIndex = (encounteredNull) ? i : i + 1;
if (types.get(i).getType() == Schema.Type.NULL) {
visit(visitor.nullType(), types.get(i), visitor);
encounteredNull = true;
} else {
options.add(
visit(
visitor.fieldNameAndType(type, structFieldIndex).second(),
types.get(i),
visitor));
}
}
}
return visitor.union(type, union, options);
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Original file line number Diff line number Diff line change
@@ -0,0 +1,61 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing,
* software distributed under the License is distributed on an
* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
* KIND, either express or implied. See the License for the
* specific language governing permissions and limitations
* under the License.
*/
package org.apache.iceberg.avro;

import org.apache.iceberg.types.Type;
import org.apache.iceberg.types.Types;
import org.apache.iceberg.util.Pair;

public class AvroWithTypeByStructureVisitor<T> extends AvroWithPartnerByStructureVisitor<Type, T> {
@Override
protected boolean isMapType(Type type) {
return type.isMapType();
}

@Override
protected boolean isStringType(Type type) {
return type.isPrimitiveType() && type.asPrimitiveType().typeId() == Type.TypeID.STRING;
}

@Override
protected Type arrayElementType(Type arrayType) {
return arrayType.asListType().elementType();
}

@Override
protected Type mapKeyType(Type mapType) {
return mapType.asMapType().keyType();
}

@Override
protected Type mapValueType(Type mapType) {
return mapType.asMapType().valueType();
}

@Override
protected Pair<String, Type> fieldNameAndType(Type structType, int pos) {
Types.NestedField field = structType.asStructType().fields().get(pos);
return Pair.of(field.name(), field.type());
}

@Override
protected Type nullType() {
return null;
}
}
Original file line number Diff line number Diff line change
@@ -0,0 +1,122 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing,
* software distributed under the License is distributed on an
* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
* KIND, either express or implied. See the License for the
* specific language governing permissions and limitations
* under the License.
*/
package org.apache.iceberg.avro;

import java.util.List;
import org.apache.avro.Schema;
import org.apache.iceberg.mapping.MappedField;
import org.apache.iceberg.mapping.MappedFields;
import org.apache.iceberg.relocated.com.google.common.base.Preconditions;
import org.apache.iceberg.relocated.com.google.common.collect.Lists;
import org.apache.iceberg.types.Type;
import org.apache.iceberg.types.Types;

public class NameMappingWithAvroSchema extends AvroWithTypeByStructureVisitor<MappedFields> {
@Override
public MappedFields record(
Type struct, Schema record, List<String> names, List<MappedFields> fieldResults) {
List<MappedField> fields = Lists.newArrayListWithExpectedSize(fieldResults.size());

for (int i = 0; i < fieldResults.size(); i += 1) {
Types.NestedField field = struct.asStructType().fields().get(i);
MappedFields result = fieldResults.get(i);
fields.add(MappedField.of(field.fieldId(), field.name(), result));
}

return MappedFields.of(fields);
}

@Override
public MappedFields union(Type type, Schema union, List<MappedFields> optionResults) {
if (AvroSchemaUtil.isOptionSchema(union)) {
for (int i = 0; i < optionResults.size(); i += 1) {
if (union.getTypes().get(i).getType() != Schema.Type.NULL) {
return optionResults.get(i);
}
}
} else { // Complex union
Preconditions.checkArgument(
type instanceof Types.StructType,
"Cannot visit invalid Iceberg type: %s for Avro complex union type: %s",
type,
union);
Types.StructType struct = (Types.StructType) type;
List<MappedField> fields = Lists.newArrayListWithExpectedSize(optionResults.size());
int index = 0;
// Avro spec for union types states that unions may not contain more than one schema with the
// same type, except for the named types record, fixed and enum. For example, unions
// containing two array types or two map types are not permitted, but two named types with
// different names are permitted.
// Therefore, for non-named types, use the Avro type toString() as the field mapping key. For
// named types, use the record name of the Avro type as the field mapping key.
for (Schema option : union.getTypes()) {
if (option.getType() != Schema.Type.NULL) {
// Check if current option is a named type, i.e., a RECORD, ENUM, or FIXED type. If so,
// use the record name of the Avro type as the field name. Otherwise, use the Avro
// type toString().
if (option.getType() == Schema.Type.RECORD
|| option.getType() == Schema.Type.ENUM
|| option.getType() == Schema.Type.FIXED) {
fields.add(
MappedField.of(
struct.fields().get(index).fieldId(),
option.getName(),
optionResults.get(index)));
} else {
fields.add(
MappedField.of(
struct.fields().get(index).fieldId(),
option.getType().getName(),
optionResults.get(index)));
}

// Both iStruct and optionResults do not contain an entry for the NULL type, so we need to
// increment i only when we encounter a non-NULL type.
index++;
}
}
return MappedFields.of(fields);
}
return null;
}

@Override
public MappedFields array(Type list, Schema array, MappedFields elementResult) {
return MappedFields.of(MappedField.of(list.asListType().elementId(), "element", elementResult));
}

@Override
public MappedFields map(Type sMap, Schema map, MappedFields keyResult, MappedFields valueResult) {
return MappedFields.of(
MappedField.of(sMap.asMapType().keyId(), "key", keyResult),
MappedField.of(sMap.asMapType().valueId(), "value", valueResult));
}

@Override
public MappedFields map(Type sMap, Schema map, MappedFields valueResult) {
return MappedFields.of(
MappedField.of(sMap.asMapType().keyId(), "key", null),
MappedField.of(sMap.asMapType().valueId(), "value", valueResult));
}

@Override
public MappedFields primitive(Type type, Schema primitive) {
return null; // no mapping because primitives have no nested fields
}
}
23 changes: 17 additions & 6 deletions core/src/main/java/org/apache/iceberg/avro/SchemaToType.java
Original file line number Diff line number Diff line change
Expand Up @@ -104,13 +104,24 @@ public Type record(Schema record, List<String> names, List<Type> fieldTypes) {

@Override
public Type union(Schema union, List<Type> options) {
Preconditions.checkArgument(
AvroSchemaUtil.isOptionSchema(union), "Unsupported type: non-option union: %s", union);
// records, arrays, and maps will check nullability later
if (options.get(0) == null) {
return options.get(1);
if (AvroSchemaUtil.isOptionSchema(union)) {
if (options.get(0) == null) {
return options.get(1);
} else {
return options.get(0);
}
} else {
return options.get(0);
// Create list of Iceberg schema fields
List<Types.NestedField> fields = Lists.newArrayListWithExpectedSize(options.size());
int tagIndex = 0;
fields.add(Types.NestedField.required(allocateId(), "tag", Types.IntegerType.get()));
for (Type option : options) {
if (option != null) {
fields.add(Types.NestedField.optional(allocateId(), "field" + tagIndex, option));
tagIndex++;
}
}
return Types.StructType.of(fields);
}
}

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Original file line number Diff line number Diff line change
@@ -0,0 +1,140 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing,
* software distributed under the License is distributed on an
* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
* KIND, either express or implied. See the License for the
* specific language governing permissions and limitations
* under the License.
*/
package org.apache.iceberg.avro;

import org.apache.avro.Schema;
import org.apache.iceberg.mapping.MappedField;
import org.apache.iceberg.mapping.MappedFields;
import org.apache.iceberg.relocated.com.google.common.collect.Lists;
import org.junit.Assert;
import org.junit.Test;

public class TestNameMappingWithAvroSchema {
@Test
public void testNameMappingWithAvroSchema() {

// Create an example Avro schema with a nested record but not using the SchemaBuilder
Schema schema =
Schema.createRecord(
"test",
null,
null,
false,
Lists.newArrayList(
new Schema.Field("id", Schema.create(Schema.Type.INT)),
new Schema.Field("data", Schema.create(Schema.Type.STRING)),
new Schema.Field(
"location",
Schema.createRecord(
"location",
null,
null,
false,
Lists.newArrayList(
new Schema.Field("lat", Schema.create(Schema.Type.DOUBLE)),
new Schema.Field("long", Schema.create(Schema.Type.DOUBLE))))),
new Schema.Field("friends", Schema.createArray(Schema.create(Schema.Type.STRING))),
new Schema.Field(
"simpleUnion",
Schema.createUnion(
Lists.newArrayList(
Schema.create(Schema.Type.NULL), Schema.create(Schema.Type.STRING)))),
new Schema.Field(
"complexUnion",
Schema.createUnion(
new Schema[] {
Schema.create(Schema.Type.NULL),
Schema.create(Schema.Type.STRING),
Schema.createRecord(
"innerRecord1",
null,
"namespace1",
false,
Lists.newArrayList(
new Schema.Field("lat", Schema.create(Schema.Type.DOUBLE)),
new Schema.Field("long", Schema.create(Schema.Type.DOUBLE)))),
Schema.createRecord(
"innerRecord2",
null,
"namespace2",
false,
Lists.newArrayList(
new Schema.Field("lat", Schema.create(Schema.Type.DOUBLE)),
new Schema.Field("long", Schema.create(Schema.Type.DOUBLE)))),
Schema.createRecord(
"innerRecord3",
null,
"namespace3",
false,
Lists.newArrayList(
new Schema.Field(
"innerUnion",
Schema.createUnion(
Lists.newArrayList(
Schema.create(Schema.Type.STRING),
Schema.create(Schema.Type.INT)))))),
Schema.createEnum(
"timezone", null, null, Lists.newArrayList("UTC", "PST", "EST")),
Schema.createFixed("bitmap", null, null, 1)
}))));

NameMappingWithAvroSchema nameMappingWithAvroSchema = new NameMappingWithAvroSchema();

// Convert Avro schema to Iceberg schema
org.apache.iceberg.Schema icebergSchema = AvroSchemaUtil.toIceberg(schema);
MappedFields expected =
MappedFields.of(
MappedField.of(0, "id"),
MappedField.of(1, "data"),
MappedField.of(
2,
"location",
MappedFields.of(MappedField.of(6, "lat"), MappedField.of(7, "long"))),
MappedField.of(3, "friends", MappedFields.of(MappedField.of(8, "element"))),
MappedField.of(4, "simpleUnion"),
MappedField.of(
5,
"complexUnion",
MappedFields.of(
MappedField.of(17, "string"),
MappedField.of(
18,
"innerRecord1",
MappedFields.of(MappedField.of(9, "lat"), MappedField.of(10, "long"))),
MappedField.of(
19,
"innerRecord2",
MappedFields.of(MappedField.of(11, "lat"), MappedField.of(12, "long"))),
MappedField.of(
20,
"innerRecord3",
MappedFields.of(
MappedField.of(
16,
"innerUnion",
MappedFields.of(
MappedField.of(13, "string"), MappedField.of(14, "int"))))),
MappedField.of(21, "timezone"),
MappedField.of(22, "bitmap"))));
Assert.assertEquals(
expected,
AvroWithPartnerByStructureVisitor.visit(
icebergSchema.asStruct(), schema, nameMappingWithAvroSchema));
}
}

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