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| 1 | +// Licensed to the .NET Foundation under one or more agreements. |
| 2 | +// The .NET Foundation licenses this file to you under the MIT license. |
| 3 | +// See the LICENSE file in the project root for more information. |
| 4 | + |
| 5 | +using System; |
| 6 | +using System.Collections.Generic; |
| 7 | +using System.Linq; |
| 8 | +using System.Text; |
| 9 | +using System.Threading.Tasks; |
| 10 | +using Apache.Arrow; |
| 11 | +using Xunit; |
| 12 | + |
| 13 | +namespace Microsoft.Data.Analysis.Tests |
| 14 | +{ |
| 15 | + public class ArrowStringColumnTests |
| 16 | + { |
| 17 | + |
| 18 | + [Fact] |
| 19 | + public void TestBasicArrowStringColumn() |
| 20 | + { |
| 21 | + StringArray strArray = new StringArray.Builder().Append("foo").Append("bar").Build(); |
| 22 | + Memory<byte> dataMemory = new byte[] { 102, 111, 111, 98, 97, 114 }; |
| 23 | + Memory<byte> nullMemory = new byte[] { 0, 0, 0, 0 }; |
| 24 | + Memory<byte> offsetMemory = new byte[] { 0, 0, 0, 0, 3, 0, 0, 0, 6, 0, 0, 0 }; |
| 25 | + |
| 26 | + ArrowStringDataFrameColumn stringColumn = new ArrowStringDataFrameColumn("String", dataMemory, offsetMemory, nullMemory, strArray.Length, strArray.NullCount); |
| 27 | + Assert.Equal(2, stringColumn.Length); |
| 28 | + Assert.Equal("foo", stringColumn[0]); |
| 29 | + Assert.Equal("bar", stringColumn[1]); |
| 30 | + } |
| 31 | + |
| 32 | + [Fact] |
| 33 | + public void TestArrowStringColumnWithNulls() |
| 34 | + { |
| 35 | + string data = "joemark"; |
| 36 | + byte[] bytes = Encoding.UTF8.GetBytes(data); |
| 37 | + Memory<byte> dataMemory = new Memory<byte>(bytes); |
| 38 | + Memory<byte> nullMemory = new byte[] { 0b1101 }; |
| 39 | + Memory<byte> offsetMemory = new byte[] { 0, 0, 0, 0, 3, 0, 0, 0, 3, 0, 0, 0, 7, 0, 0, 0, 7, 0, 0, 0 }; |
| 40 | + ArrowStringDataFrameColumn stringColumn = new ArrowStringDataFrameColumn("String", dataMemory, offsetMemory, nullMemory, 4, 1); |
| 41 | + |
| 42 | + Assert.Equal(4, stringColumn.Length); |
| 43 | + Assert.Equal("joe", stringColumn[0]); |
| 44 | + Assert.Null(stringColumn[1]); |
| 45 | + Assert.Equal("mark", stringColumn[2]); |
| 46 | + Assert.Equal("", stringColumn[3]); |
| 47 | + |
| 48 | + List<string> ret = stringColumn[0, 4]; |
| 49 | + Assert.Equal("joe", ret[0]); |
| 50 | + Assert.Null(ret[1]); |
| 51 | + Assert.Equal("mark", ret[2]); |
| 52 | + Assert.Equal("", ret[3]); |
| 53 | + } |
| 54 | + |
| 55 | + [Fact] |
| 56 | + public void TestArrowStringColumnClone() |
| 57 | + { |
| 58 | + StringArray strArray = new StringArray.Builder().Append("foo").Append("bar").Build(); |
| 59 | + Memory<byte> dataMemory = new byte[] { 102, 111, 111, 98, 97, 114 }; |
| 60 | + Memory<byte> nullMemory = new byte[] { 0, 0, 0, 0 }; |
| 61 | + Memory<byte> offsetMemory = new byte[] { 0, 0, 0, 0, 3, 0, 0, 0, 6, 0, 0, 0 }; |
| 62 | + |
| 63 | + ArrowStringDataFrameColumn stringColumn = new ArrowStringDataFrameColumn("String", dataMemory, offsetMemory, nullMemory, strArray.Length, strArray.NullCount); |
| 64 | + |
| 65 | + DataFrameColumn clone = stringColumn.Clone(numberOfNullsToAppend: 5); |
| 66 | + Assert.Equal(7, clone.Length); |
| 67 | + Assert.Equal(stringColumn[0], clone[0]); |
| 68 | + Assert.Equal(stringColumn[1], clone[1]); |
| 69 | + for (int i = 2; i < 7; i++) |
| 70 | + Assert.Null(clone[i]); |
| 71 | + } |
| 72 | + |
| 73 | + [Fact] |
| 74 | + public void TestArrowStringApply() |
| 75 | + { |
| 76 | + ArrowStringDataFrameColumn column = DataFrameTests.CreateArrowStringColumn(10); |
| 77 | + ArrowStringDataFrameColumn ret = column.Apply((string cur) => |
| 78 | + { |
| 79 | + if (cur != null) |
| 80 | + { |
| 81 | + return cur + "123"; |
| 82 | + } |
| 83 | + return null; |
| 84 | + }); |
| 85 | + for (long i = 0; i < column.Length; i++) |
| 86 | + { |
| 87 | + if (column[i] != null) |
| 88 | + { |
| 89 | + Assert.Equal(column[i] + "123", ret[i]); |
| 90 | + } |
| 91 | + else |
| 92 | + { |
| 93 | + Assert.Null(ret[i]); |
| 94 | + } |
| 95 | + } |
| 96 | + Assert.Equal(1, ret.NullCount); |
| 97 | + |
| 98 | + // Test null counts |
| 99 | + ret = column.Apply((string cur) => |
| 100 | + { |
| 101 | + return null; |
| 102 | + }); |
| 103 | + Assert.Equal(column.Length, ret.NullCount); |
| 104 | + } |
| 105 | + } |
| 106 | +} |
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