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fix: [iceberg] Add LogicalTypeAnnotation in ParquetColumnSpec #2000
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Original file line number | Diff line number | Diff line change |
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@@ -21,9 +21,9 @@ | |
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import org.apache.parquet.column.ColumnDescriptor; | ||
import org.apache.parquet.schema.LogicalTypeAnnotation; | ||
import org.apache.parquet.schema.MessageType; | ||
import org.apache.parquet.schema.PrimitiveType; | ||
import org.apache.parquet.schema.Type; | ||
import org.apache.parquet.schema.Types; | ||
import org.apache.spark.sql.types.*; | ||
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import org.apache.comet.CometSchemaImporter; | ||
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@@ -290,15 +290,154 @@ public static ColumnDescriptor buildColumnDescriptor(ParquetColumnSpec columnSpe | |
} | ||
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String name = columnSpec.getPath()[columnSpec.getPath().length - 1]; | ||
// Reconstruct the logical type from parameters | ||
LogicalTypeAnnotation logicalType = null; | ||
if (columnSpec.getLogicalTypeName() != null) { | ||
logicalType = | ||
reconstructLogicalType( | ||
columnSpec.getLogicalTypeName(), columnSpec.getLogicalTypeParams()); | ||
} | ||
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PrimitiveType primitiveType; | ||
if (primType == PrimitiveType.PrimitiveTypeName.FIXED_LEN_BYTE_ARRAY) { | ||
primitiveType = new PrimitiveType(repetition, primType, columnSpec.getTypeLength(), name); | ||
primitiveType = | ||
Types.primitive(primType, repetition) | ||
.length(columnSpec.getTypeLength()) | ||
.as(logicalType) | ||
.id(columnSpec.getFieldId()) | ||
.named(name); | ||
} else { | ||
primitiveType = new PrimitiveType(repetition, primType, name); | ||
primitiveType = | ||
Types.primitive(primType, repetition) | ||
.as(logicalType) | ||
.id(columnSpec.getFieldId()) | ||
.named(name); | ||
} | ||
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MessageType schema = new MessageType("root", primitiveType); | ||
return schema.getColumnDescription(columnSpec.getPath()); | ||
return new ColumnDescriptor( | ||
columnSpec.getPath(), | ||
primitiveType, | ||
columnSpec.getMaxRepetitionLevel(), | ||
columnSpec.getMaxDefinitionLevel()); | ||
} | ||
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private static LogicalTypeAnnotation reconstructLogicalType( | ||
String logicalTypeName, java.util.Map<String, String> params) { | ||
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switch (logicalTypeName) { | ||
// MAP | ||
case "MapLogicalTypeAnnotation": | ||
return LogicalTypeAnnotation.mapType(); | ||
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// LIST | ||
case "ListLogicalTypeAnnotation": | ||
return LogicalTypeAnnotation.listType(); | ||
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// STRING | ||
case "StringLogicalTypeAnnotation": | ||
return LogicalTypeAnnotation.stringType(); | ||
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// MAP_KEY_VALUE | ||
case "MapKeyValueLogicalTypeAnnotation": | ||
return LogicalTypeAnnotation.MapKeyValueTypeAnnotation.getInstance(); | ||
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// ENUM | ||
case "EnumLogicalTypeAnnotation": | ||
return LogicalTypeAnnotation.enumType(); | ||
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// DECIMAL | ||
case "DecimalLogicalTypeAnnotation": | ||
if (!params.containsKey("scale") || !params.containsKey("precision")) { | ||
throw new IllegalArgumentException( | ||
"Missing required parameters for DecimalLogicalTypeAnnotation: " + params); | ||
} | ||
int scale = Integer.parseInt(params.get("scale")); | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Should we add error handling to return a helpful error if these keys do not exist, rather than fail with NPE? There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Yes, makes sense to me. I have added a check. |
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int precision = Integer.parseInt(params.get("precision")); | ||
return LogicalTypeAnnotation.decimalType(scale, precision); | ||
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// DATE | ||
case "DateLogicalTypeAnnotation": | ||
return LogicalTypeAnnotation.dateType(); | ||
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// TIME | ||
case "TimeLogicalTypeAnnotation": | ||
if (!params.containsKey("isAdjustedToUTC") || !params.containsKey("unit")) { | ||
throw new IllegalArgumentException( | ||
"Missing required parameters for TimeLogicalTypeAnnotation: " + params); | ||
} | ||
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boolean isUTC = Boolean.parseBoolean(params.get("isAdjustedToUTC")); | ||
String timeUnitStr = params.get("unit"); | ||
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LogicalTypeAnnotation.TimeUnit timeUnit; | ||
switch (timeUnitStr) { | ||
case "MILLIS": | ||
timeUnit = LogicalTypeAnnotation.TimeUnit.MILLIS; | ||
break; | ||
case "MICROS": | ||
timeUnit = LogicalTypeAnnotation.TimeUnit.MICROS; | ||
break; | ||
case "NANOS": | ||
timeUnit = LogicalTypeAnnotation.TimeUnit.NANOS; | ||
break; | ||
default: | ||
throw new IllegalArgumentException("Unknown time unit: " + timeUnitStr); | ||
} | ||
return LogicalTypeAnnotation.timeType(isUTC, timeUnit); | ||
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// TIMESTAMP | ||
case "TimestampLogicalTypeAnnotation": | ||
if (!params.containsKey("isAdjustedToUTC") || !params.containsKey("unit")) { | ||
throw new IllegalArgumentException( | ||
"Missing required parameters for TimestampLogicalTypeAnnotation: " + params); | ||
} | ||
boolean isAdjustedToUTC = Boolean.parseBoolean(params.get("isAdjustedToUTC")); | ||
String unitStr = params.get("unit"); | ||
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LogicalTypeAnnotation.TimeUnit unit; | ||
switch (unitStr) { | ||
case "MILLIS": | ||
unit = LogicalTypeAnnotation.TimeUnit.MILLIS; | ||
break; | ||
case "MICROS": | ||
unit = LogicalTypeAnnotation.TimeUnit.MICROS; | ||
break; | ||
case "NANOS": | ||
unit = LogicalTypeAnnotation.TimeUnit.NANOS; | ||
break; | ||
default: | ||
throw new IllegalArgumentException("Unknown timestamp unit: " + unitStr); | ||
} | ||
return LogicalTypeAnnotation.timestampType(isAdjustedToUTC, unit); | ||
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// INTEGER | ||
case "IntLogicalTypeAnnotation": | ||
if (!params.containsKey("isSigned") || !params.containsKey("bitWidth")) { | ||
throw new IllegalArgumentException( | ||
"Missing required parameters for IntLogicalTypeAnnotation: " + params); | ||
} | ||
boolean isSigned = Boolean.parseBoolean(params.get("isSigned")); | ||
int bitWidth = Integer.parseInt(params.get("bitWidth")); | ||
return LogicalTypeAnnotation.intType(bitWidth, isSigned); | ||
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// JSON | ||
case "JsonLogicalTypeAnnotation": | ||
return LogicalTypeAnnotation.jsonType(); | ||
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// BSON | ||
case "BsonLogicalTypeAnnotation": | ||
return LogicalTypeAnnotation.bsonType(); | ||
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// UUID | ||
case "UUIDLogicalTypeAnnotation": | ||
return LogicalTypeAnnotation.uuidType(); | ||
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// INTERVAL | ||
case "IntervalLogicalTypeAnnotation": | ||
return LogicalTypeAnnotation.IntervalLogicalTypeAnnotation.getInstance(); | ||
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default: | ||
throw new IllegalArgumentException("Unknown logical type: " + logicalTypeName); | ||
} | ||
} | ||
} |
Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,149 @@ | ||
/* | ||
* 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. | ||
*/ | ||
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package org.apache.comet.parquet; | ||
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import java.util.Collections; | ||
import java.util.HashMap; | ||
import java.util.Map; | ||
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import org.junit.Test; | ||
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import org.apache.parquet.column.ColumnDescriptor; | ||
import org.apache.parquet.schema.LogicalTypeAnnotation; | ||
import org.apache.parquet.schema.PrimitiveType; | ||
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import static org.junit.Assert.*; | ||
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public class TestUtils { | ||
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@Test | ||
public void testBuildColumnDescriptorWithTimestamp() { | ||
Map<String, String> params = new HashMap<>(); | ||
params.put("isAdjustedToUTC", "true"); | ||
params.put("unit", "MICROS"); | ||
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ParquetColumnSpec spec = | ||
new ParquetColumnSpec( | ||
10, | ||
new String[] {"event_time"}, | ||
"INT64", | ||
0, | ||
false, | ||
0, | ||
0, | ||
"TimestampLogicalTypeAnnotation", | ||
params); | ||
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ColumnDescriptor descriptor = Utils.buildColumnDescriptor(spec); | ||
assertNotNull(descriptor); | ||
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PrimitiveType primitiveType = descriptor.getPrimitiveType(); | ||
assertEquals(PrimitiveType.PrimitiveTypeName.INT64, primitiveType.getPrimitiveTypeName()); | ||
assertTrue( | ||
primitiveType.getLogicalTypeAnnotation() | ||
instanceof LogicalTypeAnnotation.TimestampLogicalTypeAnnotation); | ||
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LogicalTypeAnnotation.TimestampLogicalTypeAnnotation ts = | ||
(LogicalTypeAnnotation.TimestampLogicalTypeAnnotation) | ||
primitiveType.getLogicalTypeAnnotation(); | ||
assertTrue(ts.isAdjustedToUTC()); | ||
assertEquals(LogicalTypeAnnotation.TimeUnit.MICROS, ts.getUnit()); | ||
} | ||
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@Test | ||
public void testBuildColumnDescriptorWithDecimal() { | ||
Map<String, String> params = new HashMap<>(); | ||
params.put("precision", "10"); | ||
params.put("scale", "2"); | ||
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ParquetColumnSpec spec = | ||
new ParquetColumnSpec( | ||
11, | ||
new String[] {"price"}, | ||
"FIXED_LEN_BYTE_ARRAY", | ||
5, | ||
false, | ||
0, | ||
0, | ||
"DecimalLogicalTypeAnnotation", | ||
params); | ||
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ColumnDescriptor descriptor = Utils.buildColumnDescriptor(spec); | ||
PrimitiveType primitiveType = descriptor.getPrimitiveType(); | ||
assertEquals( | ||
PrimitiveType.PrimitiveTypeName.FIXED_LEN_BYTE_ARRAY, primitiveType.getPrimitiveTypeName()); | ||
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LogicalTypeAnnotation.DecimalLogicalTypeAnnotation dec = | ||
(LogicalTypeAnnotation.DecimalLogicalTypeAnnotation) | ||
primitiveType.getLogicalTypeAnnotation(); | ||
assertEquals(10, dec.getPrecision()); | ||
assertEquals(2, dec.getScale()); | ||
} | ||
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@Test | ||
public void testBuildColumnDescriptorWithIntLogicalType() { | ||
Map<String, String> params = new HashMap<>(); | ||
params.put("bitWidth", "32"); | ||
params.put("isSigned", "true"); | ||
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ParquetColumnSpec spec = | ||
new ParquetColumnSpec( | ||
12, | ||
new String[] {"count"}, | ||
"INT32", | ||
0, | ||
false, | ||
0, | ||
0, | ||
"IntLogicalTypeAnnotation", | ||
params); | ||
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ColumnDescriptor descriptor = Utils.buildColumnDescriptor(spec); | ||
PrimitiveType primitiveType = descriptor.getPrimitiveType(); | ||
assertEquals(PrimitiveType.PrimitiveTypeName.INT32, primitiveType.getPrimitiveTypeName()); | ||
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LogicalTypeAnnotation.IntLogicalTypeAnnotation ann = | ||
(LogicalTypeAnnotation.IntLogicalTypeAnnotation) primitiveType.getLogicalTypeAnnotation(); | ||
assertEquals(32, ann.getBitWidth()); | ||
assertTrue(ann.isSigned()); | ||
} | ||
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@Test | ||
public void testBuildColumnDescriptorWithStringLogicalType() { | ||
ParquetColumnSpec spec = | ||
new ParquetColumnSpec( | ||
13, | ||
new String[] {"name"}, | ||
"BINARY", | ||
0, | ||
false, | ||
0, | ||
0, | ||
"StringLogicalTypeAnnotation", | ||
Collections.emptyMap()); | ||
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ColumnDescriptor descriptor = Utils.buildColumnDescriptor(spec); | ||
PrimitiveType primitiveType = descriptor.getPrimitiveType(); | ||
assertEquals(PrimitiveType.PrimitiveTypeName.BINARY, primitiveType.getPrimitiveTypeName()); | ||
assertTrue( | ||
primitiveType.getLogicalTypeAnnotation() | ||
instanceof LogicalTypeAnnotation.StringLogicalTypeAnnotation); | ||
} | ||
} |
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