|
30 | 30 |
|
31 | 31 | @test array == [[1.1, 2.2, 3.3], [], [4.4, 5.5]]
|
32 | 32 | end
|
| 33 | + |
| 34 | +# Test pyconvert Python Awkwar Array to Julia Awkward Array |
| 35 | +@testset "convert # PrimitiveArray" begin |
| 36 | + layout = pyimport("awkward").contents.NumpyArray( |
| 37 | + pyimport("numpy").array([1.1, 2.2, 3.3, 4.4, 5.5, 6.6, 7.7, 8.8, 9.9], dtype=pyimport("numpy").float64) |
| 38 | + ) |
| 39 | + py_array = pyimport("awkward").Array(layout) |
| 40 | + |
| 41 | + array = pyconvert(AwkwardArray.PrimitiveArray, py_array) |
| 42 | + @test array isa AwkwardArray.PrimitiveArray |
| 43 | +end |
| 44 | + |
| 45 | +@testset "convert # EmptyArray" begin |
| 46 | + layout = pyimport("awkward").contents.EmptyArray() |
| 47 | + py_array = pyimport("awkward").Array(layout) |
| 48 | + |
| 49 | + array = pyconvert(AwkwardArray.EmptyArray, py_array) |
| 50 | + @test array isa AwkwardArray.EmptyArray |
| 51 | +end |
| 52 | + |
| 53 | +@testset "convert # ListOffsetArray" begin |
| 54 | + py_array = pyimport("awkward").Array([[1.1, 2.2, 3.3], [], [4.4, 5.5]]) |
| 55 | + |
| 56 | + array = pyconvert(AwkwardArray.ListOffsetArray, py_array) |
| 57 | + @test array isa AwkwardArray.ListOffsetArray |
| 58 | +end |
| 59 | + |
| 60 | +@testset "convert # ListArray" begin |
| 61 | + content = pyimport("awkward").contents.NumpyArray( |
| 62 | + pyimport("numpy").array([1.1, 2.2, 3.3, 4.4, 5.5, 6.6, 7.7, 8.8, 9.9], dtype=pyimport("numpy").float64) |
| 63 | + ) |
| 64 | + starts = pyimport("awkward").index.Index64(pyimport("numpy").array([0, 3, 3, 5, 6], dtype=pyimport("numpy").int64)) |
| 65 | + stops = pyimport("awkward").index.Index64(pyimport("numpy").array([3, 3, 5, 6, 9], dtype=pyimport("numpy").int64)) |
| 66 | + offsets = pyimport("awkward").index.Index64(pyimport("numpy").array([0, 3, 3, 5, 6, 9], dtype=pyimport("numpy").int64)) |
| 67 | + layout = pyimport("awkward").contents.ListArray(starts, stops, content) |
| 68 | + |
| 69 | + py_array = pyimport("awkward").Array(layout) |
| 70 | + |
| 71 | + array = pyconvert(AwkwardArray.ListArray, py_array) |
| 72 | + @test array isa AwkwardArray.ListArray |
| 73 | +end |
| 74 | + |
| 75 | +@testset "convert # RegularArray" begin |
| 76 | + content = pyimport("awkward").contents.NumpyArray( |
| 77 | + pyimport("numpy").array([0.0, 1.1, 2.2, 3.3, 4.4, 5.5, 6.6, 7.7, 8.8, 9.9], dtype=pyimport("numpy").float64) |
| 78 | + ) |
| 79 | + offsets = pyimport("awkward").index.Index64(pyimport("numpy").array([0, 3, 3, 5, 6, 10, 10], dtype=pyimport("numpy").int64)) |
| 80 | + listoffsetarray = pyimport("awkward").contents.ListOffsetArray(offsets, content) |
| 81 | + regulararray = pyimport("awkward").contents.RegularArray(listoffsetarray, 2, zeros_length=0) |
| 82 | + |
| 83 | + py_array = pyimport("awkward").Array(regulararray) |
| 84 | + |
| 85 | + array = pyconvert(AwkwardArray.RegularArray, py_array) |
| 86 | + @test array isa AwkwardArray.RegularArray |
| 87 | +end |
| 88 | + |
| 89 | +@testset "convert # RecordArray" begin |
| 90 | + content1 = pyimport("awkward").contents.NumpyArray(pyimport("numpy").array([1, 2, 3, 4, 5], dtype=pyimport("numpy").int64)) |
| 91 | + content2 = pyimport("awkward").contents.NumpyArray( |
| 92 | + pyimport("numpy").array([1.1, 2.2, 3.3, 4.4, 5.5, 6.6, 7.7, 8.8, 9.9], dtype=pyimport("numpy").float64) |
| 93 | + ) |
| 94 | + offsets = pyimport("awkward").index.Index64(pyimport("numpy").array([0, 3, 3, 5, 6, 9], dtype=pyimport("numpy").int64)) |
| 95 | + listoffsetarray = pyimport("awkward").contents.ListOffsetArray(offsets, content2) |
| 96 | + recordarray = pyimport("awkward").contents.RecordArray( |
| 97 | + [content1, listoffsetarray, content2, content1], |
| 98 | + fields=["one", "two", "2", "wonky"], |
| 99 | + ) |
| 100 | + |
| 101 | + py_array = pyimport("awkward").Array(recordarray) |
| 102 | + |
| 103 | + array = pyconvert(AwkwardArray.RecordArray, py_array) |
| 104 | + @test array isa AwkwardArray.RecordArray |
| 105 | +end |
| 106 | + |
| 107 | +@testset "convert # TupleArray" begin |
| 108 | + tuplearray = pyimport("awkward").contents.RecordArray([pyimport("awkward").contents.NumpyArray(pyimport("numpy").arange(10, dtype=pyimport("numpy").int64))], pybuiltins.None) |
| 109 | + |
| 110 | + py_array = pyimport("awkward").Array(tuplearray) |
| 111 | + |
| 112 | + array = pyconvert(AwkwardArray.TupleArray, py_array) |
| 113 | + @test array isa AwkwardArray.TupleArray |
| 114 | +end |
| 115 | + |
| 116 | +@testset "convert # IndexedArray" begin |
| 117 | + content = pyimport("awkward").contents.NumpyArray(pyimport("numpy").array([0.0, 1.1, 2.2, 3.3, 4.4], dtype=pyimport("numpy").float64)) |
| 118 | + |
| 119 | + ind = pyimport("numpy").array([2, 2, 0, 3, 4], dtype=pyimport("numpy").int32) |
| 120 | + index = pyimport("awkward").index.Index32(ind) |
| 121 | + indexedarray = pyimport("awkward").contents.IndexedArray(index, content) |
| 122 | + |
| 123 | + py_array = pyimport("awkward").Array(indexedarray) |
| 124 | + |
| 125 | + array = pyconvert(AwkwardArray.IndexedArray, py_array) |
| 126 | + @test array isa AwkwardArray.IndexedArray |
| 127 | +end |
| 128 | + |
| 129 | +@testset "convert # IndexedOptionArray" begin |
| 130 | + content = pyimport("awkward").contents.NumpyArray(pyimport("numpy").array([0.0, 1.1, 2.2, 3.3, 4.4], dtype=pyimport("numpy").float64)) |
| 131 | + index = pyimport("awkward").index.Index64(pyimport("numpy").array([2, 2, 0, -1, 4], dtype=pyimport("numpy").int64)) |
| 132 | + indexedoptionarray = pyimport("awkward").contents.IndexedOptionArray(index, content) |
| 133 | + |
| 134 | + py_array = pyimport("awkward").Array(indexedoptionarray) |
| 135 | + |
| 136 | + array = pyconvert(AwkwardArray.IndexedOptionArray, py_array) |
| 137 | + @test array isa AwkwardArray.IndexedOptionArray |
| 138 | +end |
| 139 | + |
| 140 | +@testset "convert # ByteMaskedArray" begin |
| 141 | + layout = pyimport("awkward").contents.ByteMaskedArray( |
| 142 | + pyimport("awkward").index.Index8(pyimport("numpy").array([0, 1, 0, 1, 0], dtype=pyimport("numpy").int8)), |
| 143 | + pyimport("awkward").contents.NumpyArray(pyimport("numpy").arange(5, dtype=pyimport("numpy").int64)), |
| 144 | + valid_when=pybuiltins.True, |
| 145 | + ) |
| 146 | + py_array = pyimport("awkward").Array(layout) |
| 147 | + |
| 148 | + array = pyconvert(AwkwardArray.ByteMaskedArray, py_array) |
| 149 | + @test array isa AwkwardArray.ByteMaskedArray |
| 150 | +end |
| 151 | + |
| 152 | +@testset "convert # BitMaskedArray" begin |
| 153 | + content = pyimport("awkward").operations.from_iter( |
| 154 | + [[0.0, 1.1, 2.2], [3.3, 4.4], [5.5], [6.6, 7.7, 8.8, 9.9]], highlevel=pybuiltins.False |
| 155 | + ) |
| 156 | + mask = pyimport("awkward").index.IndexU8(pyimport("numpy").array([66], dtype=pyimport("numpy").uint8)) |
| 157 | + maskedarray = pyimport("awkward").contents.BitMaskedArray( |
| 158 | + mask, content, valid_when=pybuiltins.False, length=4, lsb_order=pybuiltins.True |
| 159 | + ) |
| 160 | + py_array = pyimport("awkward").Array(maskedarray) |
| 161 | + |
| 162 | + array = pyconvert(AwkwardArray.BitMaskedArray, py_array) |
| 163 | + @test array isa AwkwardArray.BitMaskedArray |
| 164 | +end |
| 165 | + |
| 166 | +@testset "convert # UnmaskedArray" begin |
| 167 | + unmaskedarray = pyimport("awkward").contents.UnmaskedArray( |
| 168 | + pyimport("awkward").contents.NumpyArray( |
| 169 | + pyimport("numpy").array([0.0, 1.1, 2.2, 3.3], dtype=pyimport("numpy").float64) |
| 170 | + ) |
| 171 | + ) |
| 172 | + py_array = pyimport("awkward").Array(unmaskedarray) |
| 173 | + |
| 174 | + array = pyconvert(AwkwardArray.UnmaskedArray, py_array) |
| 175 | + @test array isa AwkwardArray.UnmaskedArray |
| 176 | +end |
| 177 | + |
| 178 | +@testset "convert # UnionArray" begin |
| 179 | + layout = pyimport("awkward").contents.unionarray.UnionArray( |
| 180 | + pyimport("awkward").index.Index(pyimport("numpy").array([1, 1, 0, 0, 1, 0, 1], dtype=pyimport("numpy").int8)), |
| 181 | + pyimport("awkward").index.Index(pyimport("numpy").array([4, 3, 0, 1, 2, 2, 4, 100], dtype=pyimport("numpy").int64)), |
| 182 | + [ |
| 183 | + pyimport("awkward").contents.recordarray.RecordArray( |
| 184 | + [pyimport("awkward").from_iter(["1", "2", "3"], highlevel=pybuiltins.False)], ["nest"] |
| 185 | + ), |
| 186 | + pyimport("awkward").contents.recordarray.RecordArray( |
| 187 | + [ |
| 188 | + pyimport("awkward").contents.numpyarray.NumpyArray( |
| 189 | + pyimport("numpy").array([1.1, 2.2, 3.3, 4.4, 5.5], dtype=pyimport("numpy").float64) |
| 190 | + ) |
| 191 | + ], |
| 192 | + ["nest"], |
| 193 | + ), |
| 194 | + ], |
| 195 | + ) |
| 196 | + py_array = pyimport("awkward").Array(layout) |
| 197 | + |
| 198 | + array = pyconvert(AwkwardArray.UnionArray, py_array) |
| 199 | + @test array isa AwkwardArray.UnionArray |
| 200 | +end |
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