1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
|
# BSD 3-Clause License; see https://github.com/scikit-hep/awkward/blob/main/LICENSE
from __future__ import annotations
import numpy as np
import pytest
import awkward as ak
to_list = ak.operations.to_list
def test_types_with_parameters():
t = ak.types.UnknownType()
assert t.parameters == {}
with pytest.raises(TypeError):
ak.types.UnknownType(parameters={"latitude": ["val", "ue"]})
t = ak.types.UnknownType()
assert t.parameters == {}
t = ak.types.NumpyType("int32", parameters={"latitude": ["val", "ue"]})
assert t.parameters == {"latitude": ["val", "ue"]}
t = ak.types.NumpyType("float64", parameters={"latitude": ["val", "ue"]})
assert t.parameters == {"latitude": ["val", "ue"]}
t = ak.types.ArrayType(
ak.types.NumpyType("int32", parameters={"latitude": ["val", "ue"]}), 100
)
assert t.content.parameters == {"latitude": ["val", "ue"]}
t = ak.types.ListType(
ak.types.NumpyType("int32"), parameters={"latitude": ["val", "ue"]}
)
assert t.parameters == {"latitude": ["val", "ue"]}
t = ak.types.RegularType(
ak.types.NumpyType("int32"), 5, parameters={"latitude": ["val", "ue"]}
)
assert t.parameters == {"latitude": ["val", "ue"]}
t = ak.types.OptionType(
ak.types.NumpyType("int32"), parameters={"latitude": ["val", "ue"]}
)
assert t.parameters == {"latitude": ["val", "ue"]}
t = ak.types.UnionType(
(ak.types.NumpyType("int32"), ak.types.NumpyType("float64")),
parameters={"latitude": ["val", "ue"]},
)
assert t.parameters == {"latitude": ["val", "ue"]}
t = ak.types.RecordType(
[
ak.types.NumpyType("int32"),
ak.types.NumpyType("float64"),
],
fields=["one", "two"],
parameters={"latitude": ["val", "ue"]},
)
assert t.parameters == {"latitude": ["val", "ue"]}
def test_dress():
class Dummy(ak.highlevel.Array):
def __str__(self):
return f"<Dummy {super().__str__()}>"
ns = {"Dummy": Dummy}
x = ak.contents.RegularArray(
ak.contents.NumpyArray(np.array([1.1, 2.2, 3.3, 4.4, 5.5, 6, 6])),
size=3,
parameters={"__list__": "Dummy"},
)
a = ak.highlevel.Array(x, behavior=ns, check_valid=True)
assert str(a) == "<Dummy [[1.1, 2.2, 3.3], [4.4, 5.5, 6]]>"
x2 = ak.contents.ListOffsetArray(
ak.index.Index64(np.array([0, 2, 2, 2], dtype=np.int64)),
x,
)
a2 = ak.highlevel.Array(x2, behavior=ns, check_valid=True)
# columns limit changed from 40 to 80 in v2
assert (
repr(a2)
== "<Array [<Dummy [[1.1, 2.2, 3.3], [4.4, 5.5, 6]]>, <Dummy []>, <Dummy []>] type='...'>"
)
assert str(a2[0]) == "<Dummy [[1.1, 2.2, 3.3], [4.4, 5.5, 6]]>"
assert str(a2[1]) == "<Dummy []>"
assert str(a2[2]) == "<Dummy []>"
def test_record_name():
builder = ak.highlevel.ArrayBuilder()
builder.begin_record("Dummy")
builder.field("one")
builder.integer(1)
builder.field("two")
builder.real(1.1)
builder.end_record()
builder.begin_record("Dummy")
builder.field("two")
builder.real(2.2)
builder.field("one")
builder.integer(2)
builder.end_record()
a = builder.snapshot()
assert str(a.layout.form.type) == "Dummy[one: int64, two: float64]"
assert a.layout.form.type.parameters == {"__record__": "Dummy"}
def test_builder_string():
builder = ak.ArrayBuilder()
builder.bytestring(b"one")
builder.bytestring(b"two")
builder.bytestring(b"three")
a1 = builder.snapshot()
assert str(a1) == "[b'one', b'two', b'three']"
builder = ak.highlevel.ArrayBuilder()
builder.bytestring(b"one")
builder.bytestring(b"two")
builder.bytestring(b"three")
a = builder.snapshot()
assert str(a) == "[b'one', b'two', b'three']"
assert to_list(a) == [b"one", b"two", b"three"]
assert (
ak.operations.to_json(a, convert_bytes=bytes.decode) == '["one","two","three"]'
)
assert repr(a) == "<Array [b'one', b'two', b'three'] type='3 * bytes'>"
assert str(ak.operations.type(a)) == "3 * bytes"
builder = ak.highlevel.ArrayBuilder()
builder.string("one")
builder.string("two")
builder.string("three")
a = builder.snapshot()
assert str(a) == "['one', 'two', 'three']"
assert to_list(a) == ["one", "two", "three"]
assert ak.operations.to_json(a) == '["one","two","three"]'
assert repr(a) == "<Array ['one', 'two', 'three'] type='3 * string'>"
assert str(ak.operations.type(a)) == "3 * string"
builder = ak.highlevel.ArrayBuilder()
builder.begin_list()
builder.string("one")
builder.string("two")
builder.string("three")
builder.end_list()
builder.begin_list()
builder.end_list()
builder.begin_list()
builder.string("four")
builder.string("five")
builder.end_list()
a = builder.snapshot()
assert str(a) == "[['one', 'two', 'three'], [], ['four', 'five']]"
assert to_list(a) == [["one", "two", "three"], [], ["four", "five"]]
assert ak.operations.to_json(a) == '[["one","two","three"],[],["four","five"]]'
assert str(ak.operations.type(a)) == "3 * var * string"
def test_fromiter_fromjson():
assert to_list(ak.from_iter(["one", "two", "three"])) == ["one", "two", "three"]
assert to_list(ak.from_iter([["one", "two", "three"], [], ["four", "five"]])) == [
["one", "two", "three"],
[],
["four", "five"],
]
def test_fromjson():
assert to_list(ak.operations.from_json('["one", "two", "three"]')) == [
"one",
"two",
"three",
]
assert to_list(
ak.operations.from_json('[["one", "two", "three"], [], ["four", "five"]]')
) == [["one", "two", "three"], [], ["four", "five"]]
|
