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| 1 | +/** |
| 2 | + * Copyright 2024-2025 LinkedIn Corporation. All rights reserved. |
| 3 | + * Licensed under the BSD-2 Clause license. |
| 4 | + * See LICENSE in the project root for license information. |
| 5 | + */ |
| 6 | +package com.linkedin.coral.common; |
| 7 | + |
| 8 | +import java.util.ArrayList; |
| 9 | +import java.util.List; |
| 10 | + |
| 11 | +import org.apache.hadoop.hive.serde2.typeinfo.*; |
| 12 | + |
| 13 | +import com.linkedin.coral.common.types.*; |
| 14 | + |
| 15 | + |
| 16 | +/** |
| 17 | + * Converts Hive TypeInfo objects to Coral data types. |
| 18 | + * This enables integration between Hive's type system and Coral's type system. |
| 19 | + */ |
| 20 | +public final class HiveToCoralTypeConverter { |
| 21 | + |
| 22 | + private HiveToCoralTypeConverter() { |
| 23 | + // Utility class - prevent instantiation |
| 24 | + } |
| 25 | + |
| 26 | + /** |
| 27 | + * Converts a Hive TypeInfo to a Coral data type. |
| 28 | + * @param typeInfo the Hive type to convert |
| 29 | + * @return the corresponding Coral data type |
| 30 | + */ |
| 31 | + public static CoralDataType convert(TypeInfo typeInfo) { |
| 32 | + if (typeInfo == null) { |
| 33 | + throw new IllegalArgumentException("TypeInfo cannot be null"); |
| 34 | + } |
| 35 | + |
| 36 | + switch (typeInfo.getCategory()) { |
| 37 | + case PRIMITIVE: |
| 38 | + return convertPrimitive((PrimitiveTypeInfo) typeInfo); |
| 39 | + case LIST: |
| 40 | + return convertList((ListTypeInfo) typeInfo); |
| 41 | + case MAP: |
| 42 | + return convertMap((MapTypeInfo) typeInfo); |
| 43 | + case STRUCT: |
| 44 | + return convertStruct((StructTypeInfo) typeInfo); |
| 45 | + case UNION: |
| 46 | + return convertUnion((UnionTypeInfo) typeInfo); |
| 47 | + default: |
| 48 | + throw new UnsupportedOperationException("Unsupported type category: " + typeInfo.getCategory()); |
| 49 | + } |
| 50 | + } |
| 51 | + |
| 52 | + private static CoralDataType convertPrimitive(PrimitiveTypeInfo type) { |
| 53 | + boolean nullable = true; // Hive types are generally nullable |
| 54 | + |
| 55 | + switch (type.getPrimitiveCategory()) { |
| 56 | + case BOOLEAN: |
| 57 | + return PrimitiveType.of(CoralTypeKind.BOOLEAN, nullable); |
| 58 | + case BYTE: |
| 59 | + return PrimitiveType.of(CoralTypeKind.TINYINT, nullable); |
| 60 | + case SHORT: |
| 61 | + return PrimitiveType.of(CoralTypeKind.SMALLINT, nullable); |
| 62 | + case INT: |
| 63 | + return PrimitiveType.of(CoralTypeKind.INT, nullable); |
| 64 | + case LONG: |
| 65 | + return PrimitiveType.of(CoralTypeKind.BIGINT, nullable); |
| 66 | + case FLOAT: |
| 67 | + return PrimitiveType.of(CoralTypeKind.FLOAT, nullable); |
| 68 | + case DOUBLE: |
| 69 | + return PrimitiveType.of(CoralTypeKind.DOUBLE, nullable); |
| 70 | + case STRING: |
| 71 | + return PrimitiveType.of(CoralTypeKind.STRING, nullable); |
| 72 | + case DATE: |
| 73 | + return PrimitiveType.of(CoralTypeKind.DATE, nullable); |
| 74 | + case TIMESTAMP: |
| 75 | + // Default to microsecond precision (6) |
| 76 | + return TimestampType.of(3, nullable); |
| 77 | + case BINARY: |
| 78 | + return PrimitiveType.of(CoralTypeKind.BINARY, nullable); |
| 79 | + case DECIMAL: |
| 80 | + DecimalTypeInfo decimalType = (DecimalTypeInfo) type; |
| 81 | + return DecimalType.of(decimalType.precision(), decimalType.scale(), nullable); |
| 82 | + case VARCHAR: |
| 83 | + VarcharTypeInfo varcharType = (VarcharTypeInfo) type; |
| 84 | + return VarcharType.of(varcharType.getLength(), nullable); |
| 85 | + case CHAR: |
| 86 | + CharTypeInfo charType = (CharTypeInfo) type; |
| 87 | + return CharType.of(charType.getLength(), nullable); |
| 88 | + case VOID: |
| 89 | + case UNKNOWN: |
| 90 | + return PrimitiveType.of(CoralTypeKind.STRING, true); // Map to nullable string as a fallback |
| 91 | + default: |
| 92 | + throw new UnsupportedOperationException("Unsupported primitive type: " + type.getPrimitiveCategory()); |
| 93 | + } |
| 94 | + } |
| 95 | + |
| 96 | + private static CoralDataType convertList(ListTypeInfo listType) { |
| 97 | + CoralDataType elementType = convert(listType.getListElementTypeInfo()); |
| 98 | + return ArrayType.of(elementType, true); // Lists are nullable in Hive |
| 99 | + } |
| 100 | + |
| 101 | + private static CoralDataType convertMap(MapTypeInfo mapType) { |
| 102 | + CoralDataType keyType = convert(mapType.getMapKeyTypeInfo()); |
| 103 | + CoralDataType valueType = convert(mapType.getMapValueTypeInfo()); |
| 104 | + return MapType.of(keyType, valueType, true); // Maps are nullable in Hive |
| 105 | + } |
| 106 | + |
| 107 | + private static CoralDataType convertStruct(StructTypeInfo structType) { |
| 108 | + List<String> fieldNames = structType.getAllStructFieldNames(); |
| 109 | + List<TypeInfo> fieldTypeInfos = structType.getAllStructFieldTypeInfos(); |
| 110 | + |
| 111 | + List<StructField> fields = new ArrayList<>(); |
| 112 | + for (int i = 0; i < fieldTypeInfos.size(); i++) { |
| 113 | + CoralDataType fieldType = convert(fieldTypeInfos.get(i)); |
| 114 | + fields.add(StructField.of(fieldNames.get(i), fieldType)); |
| 115 | + } |
| 116 | + |
| 117 | + return StructType.of(fields, true); // Structs are nullable in Hive |
| 118 | + } |
| 119 | + |
| 120 | + private static CoralDataType convertUnion(UnionTypeInfo unionType) { |
| 121 | + // For UNION types, we'll create a struct with all possible fields |
| 122 | + // This is similar to how some systems handle union types |
| 123 | + List<TypeInfo> memberTypes = unionType.getAllUnionObjectTypeInfos(); |
| 124 | + |
| 125 | + // Create fields for each possible type in the union |
| 126 | + List<StructField> fields = new ArrayList<>(); |
| 127 | + for (int i = 0; i < memberTypes.size(); i++) { |
| 128 | + CoralDataType fieldType = convert(memberTypes.get(i)); |
| 129 | + fields.add(StructField.of("field" + i, fieldType)); |
| 130 | + } |
| 131 | + |
| 132 | + return StructType.of(fields, true); |
| 133 | + } |
| 134 | +} |
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