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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 Xunit;
namespace Apache.Arrow.Tests
{
public class ArrowArrayTests
{
[Fact]
public void ThrowsWhenGetValueIndexOutOfBounds()
{
var array = new Int64Array.Builder().Append(1).Append(2).Build();
Assert.Throws<ArgumentOutOfRangeException>(() => array.GetValue(-1));
Assert.Equal(1, array.GetValue(0));
Assert.Equal(2, array.GetValue(1));
Assert.Throws<ArgumentOutOfRangeException>(() => array.GetValue(2));
}
[Fact]
public void ThrowsWhenGetValueAndOffsetIndexOutOfBounds()
{
var array = new BinaryArray.Builder().Append(1).Append(2).Build();
Assert.Throws<ArgumentOutOfRangeException>(() => array.GetValueLength(-1));
Assert.Equal(1, array.GetValueLength(0));
Assert.Equal(1, array.GetValueLength(1));
Assert.Throws<ArgumentOutOfRangeException>(() => array.GetValueLength(2));
#pragma warning disable 618
Assert.Throws<ArgumentOutOfRangeException>(() => array.GetValueOffset(-1));
Assert.Equal(0, array.GetValueOffset(0));
Assert.Equal(1, array.GetValueOffset(1));
Assert.Equal(2, array.GetValueOffset(2));
Assert.Throws<ArgumentOutOfRangeException>(() => array.GetValueOffset(3));
#pragma warning restore 618
Assert.Throws<IndexOutOfRangeException>(() => array.ValueOffsets[-1]);
Assert.Equal(0, array.ValueOffsets[0]);
Assert.Equal(1, array.ValueOffsets[1]);
Assert.Equal(2, array.ValueOffsets[2]);
Assert.Throws<IndexOutOfRangeException>(() => array.ValueOffsets[3]);
}
[Fact]
public void IsValidValue()
{
const int totalValueCount = 8;
const byte nullBitmap = 0b_11110011;
var nullBitmapBuffer = new ArrowBuffer.Builder<byte>().Append(nullBitmap).Build();
var valueBuffer = new ArrowBuffer.Builder<long>().Append(0).Append(1).Append(4).Append(5).Append(6).Append(7).Append(8).Build();
//Check all offset and length
for (var offset = 0; offset < totalValueCount; offset++)
{
var nullCount = totalValueCount - offset - BitUtility.CountBits(nullBitmapBuffer.Span, offset);
for (var length = 1; length + offset < totalValueCount; length++)
{
TestIsValid(valueBuffer, nullBitmapBuffer, length, nullCount, offset);
}
}
void TestIsValid(ArrowBuffer valueBuf, ArrowBuffer nullBitmapBuf, int length, int nullCount, int offset)
{
var array = new Int64Array(valueBuf, nullBitmapBuf, length, nullCount, offset);
for (var i = 0; i < length; i++)
{
if (BitUtility.GetBit(nullBitmap, i + offset))
{
Assert.True(array.IsValid(i));
}
else
{
Assert.False(array.IsValid(i));
}
}
}
}
[Fact]
public void SliceArray()
{
TestSlice<Int32Array, Int32Array.Builder>(x => x.Append(10).Append(20).Append(30));
TestSlice<Int8Array, Int8Array.Builder>(x => x.Append(10).Append(20).Append(30));
TestSlice<Int16Array, Int16Array.Builder>(x => x.Append(10).Append(20).Append(30));
TestSlice<Int64Array, Int64Array.Builder>(x => x.Append(10).Append(20).Append(30));
TestSlice<UInt8Array, UInt8Array.Builder>(x => x.Append(10).Append(20).Append(30));
TestSlice<UInt16Array, UInt16Array.Builder>(x => x.Append(10).Append(20).Append(30));
TestSlice<UInt32Array, UInt32Array.Builder>(x => x.Append(10).Append(20).Append(30));
TestSlice<UInt64Array, UInt64Array.Builder>(x => x.Append(10).Append(20).Append(30));
TestSlice<FloatArray, FloatArray.Builder>(x => x.Append(10).Append(20).Append(30));
TestSlice<DoubleArray, DoubleArray.Builder>(x => x.Append(10).Append(20).Append(30));
TestSlice<Date32Array, Date32Array.Builder>(x => x.Append(new DateTime(2019, 1, 1)).Append(new DateTime(2019, 1, 2)).Append(new DateTime(2019, 1, 3)));
TestSlice<Date64Array, Date64Array.Builder>(x => x.Append(new DateTime(2019, 1, 1)).Append(new DateTime(2019, 1, 2)).Append(new DateTime(2019, 1, 3)));
TestSlice<StringArray, StringArray.Builder>(x => x.Append("10").Append("20").Append("30"));
}
[Fact]
public void SlicePrimitiveArrayWithNulls()
{
TestSlice<Int32Array, Int32Array.Builder>(x => x.Append(10).Append(20).AppendNull().Append(30));
TestSlice<Int8Array, Int8Array.Builder>(x => x.Append(10).AppendNull().Append(20).AppendNull().Append(30));
TestSlice<Int16Array, Int16Array.Builder>(x => x.Append(10).Append(20).AppendNull().Append(30));
TestSlice<Int64Array, Int64Array.Builder>(x => x.Append(10).Append(20).AppendNull().Append(30));
TestSlice<UInt8Array, UInt8Array.Builder>(x => x.Append(10).Append(20).Append(30).AppendNull());
TestSlice<UInt16Array, UInt16Array.Builder>(x => x.Append(10).Append(20).AppendNull().AppendNull().Append(30));
TestSlice<UInt32Array, UInt32Array.Builder>(x => x.Append(10).Append(20).AppendNull().Append(30));
TestSlice<UInt64Array, UInt64Array.Builder>(x => x.Append(10).Append(20).AppendNull().Append(30));
TestSlice<FloatArray, FloatArray.Builder>(x => x.AppendNull().Append(10).Append(20).AppendNull().Append(30));
TestSlice<DoubleArray, DoubleArray.Builder>(x => x.Append(10).Append(20).AppendNull().Append(30));
TestSlice<Date32Array, Date32Array.Builder>(x => x.Append(new DateTime(2019, 1, 1)).Append(new DateTime(2019, 1, 2)).AppendNull().Append(new DateTime(2019, 1, 3)));
TestSlice<Date64Array, Date64Array.Builder>(x => x.Append(new DateTime(2019, 1, 1)).Append(new DateTime(2019, 1, 2)).AppendNull().Append(new DateTime(2019, 1, 3)));
}
[Fact]
public void SliceBooleanArray()
{
TestSlice<BooleanArray, BooleanArray.Builder>(x => x.Append(true).Append(false).Append(true));
TestSlice<BooleanArray, BooleanArray.Builder>(x => x.Append(true).Append(false).AppendNull().Append(true));
}
[Fact]
public void SliceStringArrayWithNullsAndEmptyStrings()
{
TestSlice<StringArray, StringArray.Builder>(x => x.Append("10").AppendNull().Append("30"));
TestSlice<StringArray, StringArray.Builder>(x => x.Append("10").Append(string.Empty).Append("30"));
TestSlice<StringArray, StringArray.Builder>(x => x.Append("10").Append(string.Empty).AppendNull().Append("30"));
TestSlice<StringArray, StringArray.Builder>(x => x.Append("10").AppendNull().Append(string.Empty).Append("30"));
TestSlice<StringArray, StringArray.Builder>(x => x.Append("10").AppendNull().Append(string.Empty).AppendNull().Append("30"));
}
private static void TestSlice<TArray, TArrayBuilder>(Action<TArrayBuilder> action)
where TArray : IArrowArray
where TArrayBuilder : IArrowArrayBuilder<TArray>, new()
{
var builder = new TArrayBuilder();
action(builder);
var baseArray = builder.Build(default) as Array;
Assert.NotNull(baseArray);
var totalLength = baseArray.Length;
var validator = new ArraySliceValidator(baseArray);
//Check all offset and length
for (var offset = 0; offset < totalLength; offset++)
{
for (var length = 1; length + offset <= totalLength; length++)
{
var targetArray = baseArray.Slice(offset, length);
targetArray.Accept(validator);
}
}
}
private class ArraySliceValidator :
IArrowArrayVisitor<Int8Array>,
IArrowArrayVisitor<Int16Array>,
IArrowArrayVisitor<Int32Array>,
IArrowArrayVisitor<Int64Array>,
IArrowArrayVisitor<UInt8Array>,
IArrowArrayVisitor<UInt16Array>,
IArrowArrayVisitor<UInt32Array>,
IArrowArrayVisitor<UInt64Array>,
IArrowArrayVisitor<Date32Array>,
IArrowArrayVisitor<Date64Array>,
IArrowArrayVisitor<FloatArray>,
IArrowArrayVisitor<DoubleArray>,
IArrowArrayVisitor<BooleanArray>,
IArrowArrayVisitor<StringArray>
{
private readonly IArrowArray _baseArray;
public ArraySliceValidator(IArrowArray baseArray)
{
_baseArray = baseArray;
}
public void Visit(Int8Array array) => ValidateArrays(array);
public void Visit(Int16Array array) => ValidateArrays(array);
public void Visit(Int32Array array) => ValidateArrays(array);
public void Visit(Int64Array array) => ValidateArrays(array);
public void Visit(UInt8Array array) => ValidateArrays(array);
public void Visit(UInt16Array array) => ValidateArrays(array);
public void Visit(UInt32Array array) => ValidateArrays(array);
public void Visit(UInt64Array array) => ValidateArrays(array);
public void Visit(Date32Array array)
{
ValidateArrays(array);
Assert.IsAssignableFrom<Date32Array>(_baseArray);
var baseArray = (Date32Array)_baseArray;
Assert.Equal(baseArray.GetDateTimeOffset(array.Offset), array.GetDateTimeOffset(0));
}
public void Visit(Date64Array array)
{
ValidateArrays(array);
Assert.IsAssignableFrom<Date64Array>(_baseArray);
var baseArray = (Date64Array)_baseArray;
Assert.Equal(baseArray.GetDateTimeOffset(array.Offset), array.GetDateTimeOffset(0));
}
public void Visit(FloatArray array) => ValidateArrays(array);
public void Visit(DoubleArray array) => ValidateArrays(array);
public void Visit(StringArray array) => ValidateArrays(array);
public void Visit(BooleanArray array) => ValidateArrays(array);
public void Visit(IArrowArray array) => throw new NotImplementedException();
private void ValidateArrays<T>(PrimitiveArray<T> slicedArray)
where T : struct, IEquatable<T>
{
Assert.IsAssignableFrom<PrimitiveArray<T>>(_baseArray);
var baseArray = (PrimitiveArray<T>)_baseArray;
Assert.True(baseArray.NullBitmapBuffer.Span.SequenceEqual(slicedArray.NullBitmapBuffer.Span));
Assert.True(
baseArray.ValueBuffer.Span.CastTo<T>().Slice(slicedArray.Offset, slicedArray.Length)
.SequenceEqual(slicedArray.Values));
Assert.Equal(baseArray.GetValue(slicedArray.Offset), slicedArray.GetValue(0));
}
private void ValidateArrays(BooleanArray slicedArray)
{
Assert.IsAssignableFrom<BooleanArray>(_baseArray);
var baseArray = (BooleanArray)_baseArray;
Assert.True(baseArray.NullBitmapBuffer.Span.SequenceEqual(slicedArray.NullBitmapBuffer.Span));
Assert.True(baseArray.Values.SequenceEqual(slicedArray.Values));
Assert.True(
baseArray.ValueBuffer.Span.Slice(0, (int) Math.Ceiling(slicedArray.Length / 8.0))
.SequenceEqual(slicedArray.Values));
Assert.Equal(baseArray.GetValue(slicedArray.Offset), slicedArray.GetValue(0));
#pragma warning disable CS0618
Assert.Equal(baseArray.GetBoolean(slicedArray.Offset), slicedArray.GetBoolean(0));
#pragma warning restore CS0618
}
private void ValidateArrays(BinaryArray slicedArray)
{
Assert.IsAssignableFrom<BinaryArray>(_baseArray);
var baseArray = (BinaryArray)_baseArray;
Assert.True(baseArray.Values.SequenceEqual(slicedArray.Values));
Assert.True(baseArray.NullBitmapBuffer.Span.SequenceEqual(slicedArray.NullBitmapBuffer.Span));
Assert.True(
baseArray.ValueOffsetsBuffer.Span.CastTo<int>().Slice(slicedArray.Offset, slicedArray.Length + 1)
.SequenceEqual(slicedArray.ValueOffsets));
Assert.True(baseArray.GetBytes(slicedArray.Offset).SequenceEqual(slicedArray.GetBytes(0)));
}
}
}
}
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