| // 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. |
| |
| using System; |
| using System.Linq; |
| using Apache.Arrow.Types; |
| using Xunit; |
| |
| namespace Apache.Arrow.Tests; |
| |
| public class UnionArrayTests |
| { |
| [Theory] |
| [InlineData(UnionMode.Sparse)] |
| [InlineData(UnionMode.Dense)] |
| public void UnionArrayIsNull(UnionMode mode) |
| { |
| var (array, expectedNull) = BuildUnionArray(mode, 100); |
| |
| for (var i = 0; i < array.Length; ++i) |
| { |
| Assert.Equal(expectedNull[i], array.IsNull(i)); |
| Assert.Equal(!expectedNull[i], array.IsValid(i)); |
| } |
| } |
| |
| [Theory] |
| [InlineData(UnionMode.Sparse)] |
| [InlineData(UnionMode.Dense)] |
| public void UnionArraySlice(UnionMode mode) |
| { |
| var (array, expectedNull) = BuildUnionArray(mode, 10); |
| |
| for (var offset = 0; offset < array.Length; ++offset) |
| { |
| for (var length = 0; length < array.Length - offset; ++length) |
| { |
| var slicedArray = (UnionArray)ArrowArrayFactory.Slice(array, offset, length); |
| |
| var nullCount = 0; |
| for (var i = 0; i < slicedArray.Length; ++i) |
| { |
| Assert.Equal(expectedNull[offset + i], slicedArray.IsNull(i)); |
| Assert.Equal(!expectedNull[offset + i], slicedArray.IsValid(i)); |
| nullCount += expectedNull[offset + i] ? 1 : 0; |
| |
| CompareValue(array, offset + i, slicedArray, i); |
| } |
| |
| Assert.Equal(nullCount, slicedArray.NullCount); |
| } |
| } |
| } |
| |
| [Theory] |
| [InlineData(UnionMode.Sparse)] |
| [InlineData(UnionMode.Dense)] |
| public void UnionArrayConstructedWithOffset(UnionMode mode) |
| { |
| const int length = 10; |
| var (array, expectedNull) = BuildUnionArray(mode, length); |
| |
| for (var offset = 0; offset < array.Length; ++offset) |
| { |
| var (slicedArray, _) = BuildUnionArray(mode, length, offset); |
| |
| var nullCount = 0; |
| for (var i = 0; i < slicedArray.Length; ++i) |
| { |
| Assert.Equal(expectedNull[offset + i], slicedArray.IsNull(i)); |
| Assert.Equal(!expectedNull[offset + i], slicedArray.IsValid(i)); |
| nullCount += expectedNull[offset + i] ? 1 : 0; |
| |
| CompareValue(array, offset + i, slicedArray, i); |
| } |
| |
| Assert.Equal(nullCount, slicedArray.NullCount); |
| } |
| } |
| |
| private static void CompareValue(UnionArray originalArray, int originalIndex, UnionArray slicedArray, int sliceIndex) |
| { |
| var typeId = originalArray.TypeIds[originalIndex]; |
| var sliceTypeId = slicedArray.TypeIds[sliceIndex]; |
| Assert.Equal(typeId, sliceTypeId); |
| |
| switch (typeId) |
| { |
| case 0: |
| CompareFieldValue<int, Int32Array>(typeId, originalArray, originalIndex, slicedArray, sliceIndex); |
| break; |
| case 1: |
| CompareFieldValue<float, FloatArray>(typeId, originalArray, originalIndex, slicedArray, sliceIndex); |
| break; |
| default: |
| throw new Exception($"Unexpected type id {typeId}"); |
| } |
| } |
| |
| private static void CompareFieldValue<T, TArray>(byte typeId, UnionArray originalArray, int originalIndex, UnionArray slicedArray, int sliceIndex) |
| where T : struct, IEquatable<T> |
| where TArray : PrimitiveArray<T> |
| { |
| if (originalArray is DenseUnionArray denseOriginalArray) |
| { |
| Assert.IsType<DenseUnionArray>(slicedArray); |
| |
| originalIndex = denseOriginalArray.ValueOffsets[originalIndex]; |
| sliceIndex = ((DenseUnionArray)slicedArray).ValueOffsets[sliceIndex]; |
| } |
| var originalValue = ((TArray)originalArray.Fields[typeId]).GetValue(originalIndex); |
| var sliceValue = ((TArray)slicedArray.Fields[typeId]).GetValue(sliceIndex); |
| Assert.Equal(originalValue, sliceValue); |
| } |
| |
| private static (UnionArray array, bool[] isNull) BuildUnionArray(UnionMode mode, int length, int offset=0) |
| { |
| var fields = new Field[] |
| { |
| new Field("field0", new Int32Type(), true), |
| new Field("field1", new FloatType(), true), |
| }; |
| var typeIds = new[] { 0, 1 }; |
| var type = new UnionType(fields, typeIds, mode); |
| |
| var nullCount = 0; |
| var field0Builder = new Int32Array.Builder(); |
| var field1Builder = new FloatArray.Builder(); |
| var typeIdsBuilder = new ArrowBuffer.Builder<byte>(); |
| var valuesOffsetBuilder = new ArrowBuffer.Builder<int>(); |
| var expectedNull = new bool[length]; |
| |
| for (var i = 0; i < length; ++i) |
| { |
| var isNull = i % 3 == 0; |
| expectedNull[i] = isNull; |
| nullCount += (isNull && i >= offset) ? 1 : 0; |
| |
| if (i % 2 == 0) |
| { |
| typeIdsBuilder.Append(0); |
| if (mode == UnionMode.Sparse) |
| { |
| field1Builder.Append(0.0f); |
| } |
| else |
| { |
| valuesOffsetBuilder.Append(field0Builder.Length); |
| } |
| |
| if (isNull) |
| { |
| field0Builder.AppendNull(); |
| } |
| else |
| { |
| field0Builder.Append(i); |
| } |
| } |
| else |
| { |
| typeIdsBuilder.Append(1); |
| if (mode == UnionMode.Sparse) |
| { |
| field0Builder.Append(0); |
| } |
| else |
| { |
| valuesOffsetBuilder.Append(field1Builder.Length); |
| } |
| |
| if (isNull) |
| { |
| field1Builder.AppendNull(); |
| } |
| else |
| { |
| field1Builder.Append(i * 0.1f); |
| } |
| } |
| } |
| |
| var typeIdsBuffer = typeIdsBuilder.Build(); |
| var valuesOffsetBuffer = valuesOffsetBuilder.Build(); |
| var children = new IArrowArray[] |
| { |
| field0Builder.Build(), |
| field1Builder.Build() |
| }; |
| |
| UnionArray array = mode == UnionMode.Dense |
| ? new DenseUnionArray(type, length - offset, children, typeIdsBuffer, valuesOffsetBuffer, nullCount, offset) |
| : new SparseUnionArray(type, length - offset, children, typeIdsBuffer, nullCount, offset); |
| |
| return (array, expectedNull); |
| } |
| } |