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// 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);
}
}