-
Notifications
You must be signed in to change notification settings - Fork 2.4k
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Avro: Add Avro-assisted name mapping (#7392)
- Loading branch information
Showing
5 changed files
with
366 additions
and
13 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
61 changes: 61 additions & 0 deletions
61
core/src/main/java/org/apache/iceberg/avro/AvroWithTypeByStructureVisitor.java
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
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; | ||
} | ||
} |
122 changes: 122 additions & 0 deletions
122
core/src/main/java/org/apache/iceberg/avro/NameMappingWithAvroSchema.java
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
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 | ||
} | ||
} |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
140 changes: 140 additions & 0 deletions
140
core/src/test/java/org/apache/iceberg/avro/TestNameMappingWithAvroSchema.java
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
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)); | ||
} | ||
} |