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
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
|
import pytest
from io import StringIO
from fontTools.misc.xmlWriter import XMLWriter
from fontTools.misc.roundTools import noRound
from fontTools.varLib.models import VariationModel
from fontTools.varLib.varStore import OnlineVarStoreBuilder, VarStoreInstancer
from fontTools.ttLib import TTFont, newTable
from fontTools.ttLib.tables._f_v_a_r import Axis
from fontTools.ttLib.tables.otBase import OTTableReader, OTTableWriter
from fontTools.ttLib.tables.otTables import VarStore
@pytest.mark.parametrize(
"locations, masterValues",
[
(
[{}, {"a": 1}],
[
[10, 10], # Test NO_VARIATION_INDEX
[100, 2000],
[100, 22000],
],
),
(
[{}, {"a": 1}, {"b": 1}, {"a": 1, "b": 1}],
[
[10, 20, 40, 60],
[100, 2000, 400, 6000],
[7100, 22000, 4000, 30000],
],
),
(
[{}, {"a": 1}],
[
[10, 20],
[42000, 100],
[100, 52000],
],
),
(
[{}, {"a": 1}, {"b": 1}, {"a": 1, "b": 1}],
[
[10, 20, 40, 60],
[40000, 42000, 400, 6000],
[100, 22000, 4000, 173000],
],
),
],
)
def test_onlineVarStoreBuilder(locations, masterValues):
axisTags = sorted({k for loc in locations for k in loc})
model = VariationModel(locations)
builder = OnlineVarStoreBuilder(axisTags)
builder.setModel(model)
varIdxs = []
for masters in masterValues:
_, varIdx = builder.storeMasters(masters)
varIdxs.append(varIdx)
varStore = builder.finish()
mapping = varStore.optimize()
varIdxs = [mapping[varIdx] for varIdx in varIdxs]
dummyFont = TTFont()
writer = OTTableWriter()
varStore.compile(writer, dummyFont)
data = writer.getAllData()
reader = OTTableReader(data)
varStore = VarStore()
varStore.decompile(reader, dummyFont)
fvarAxes = [buildAxis(axisTag) for axisTag in axisTags]
instancer = VarStoreInstancer(varStore, fvarAxes)
for masters, varIdx in zip(masterValues, varIdxs):
base, *rest = masters
for expectedValue, loc in zip(masters, locations):
instancer.setLocation(loc)
value = base + instancer[varIdx]
assert expectedValue == value
def buildAxis(axisTag):
axis = Axis()
axis.axisTag = axisTag
return axis
@pytest.mark.parametrize(
"numRegions, varData, expectedNumVarData, expectedBytes",
[
(
5,
[
[10, 10, 0, 0, 20],
{3: 300},
],
1,
126,
),
(
5,
[
[10, 10, 0, 0, 20],
[10, 11, 0, 0, 20],
[10, 12, 0, 0, 20],
[10, 13, 0, 0, 20],
{3: 300},
],
1,
175,
),
(
5,
[
[10, 11, 0, 0, 20],
[10, 300, 0, 0, 20],
[10, 301, 0, 0, 20],
[10, 302, 0, 0, 20],
[10, 303, 0, 0, 20],
[10, 304, 0, 0, 20],
],
1,
180,
),
(
5,
[
[0, 11, 12, 0, 20],
[0, 13, 12, 0, 20],
[0, 14, 12, 0, 20],
[0, 15, 12, 0, 20],
[0, 16, 12, 0, 20],
[10, 300, 0, 0, 20],
[10, 301, 0, 0, 20],
[10, 302, 0, 0, 20],
[10, 303, 0, 0, 20],
[10, 304, 0, 0, 20],
],
1,
200,
),
(
5,
[
[0, 11, 12, 0, 20],
[0, 13, 12, 0, 20],
[0, 14, 12, 0, 20],
[0, 15, 12, 0, 20],
[0, 16, 12, 0, 20],
[0, 17, 12, 0, 20],
[0, 18, 12, 0, 20],
[0, 19, 12, 0, 20],
[0, 20, 12, 0, 20],
[10, 300, 0, 0, 20],
[10, 301, 0, 0, 20],
[10, 302, 0, 0, 20],
[10, 303, 0, 0, 20],
[10, 304, 0, 0, 20],
],
2,
218,
),
(
3,
[
[10, 10, 10],
],
0,
12,
),
],
)
def test_optimize(numRegions, varData, expectedNumVarData, expectedBytes):
locations = [{i: i / 16384.0} for i in range(numRegions)]
axisTags = sorted({k for loc in locations for k in loc})
model = VariationModel(locations)
builder = OnlineVarStoreBuilder(axisTags)
builder.setModel(model)
for data in varData:
if type(data) is dict:
newData = [0] * numRegions
for k, v in data.items():
newData[k] = v
data = newData
builder.storeMasters(data)
varStore = builder.finish()
varStore.optimize()
dummyFont = TTFont()
writer = XMLWriter(StringIO())
varStore.toXML(writer, dummyFont)
xml = writer.file.getvalue()
assert len(varStore.VarData) == expectedNumVarData, xml
writer = OTTableWriter()
varStore.compile(writer, dummyFont)
data = writer.getAllData()
assert len(data) == expectedBytes, xml
@pytest.mark.parametrize(
"quantization, expectedBytes",
[
(1, 200),
(2, 180),
(3, 170),
(4, 175),
(8, 170),
(32, 92),
(64, 56),
],
)
def test_quantize(quantization, expectedBytes):
varData = [
[0, 11, 12, 0, 20],
[0, 13, 12, 0, 20],
[0, 14, 12, 0, 20],
[0, 15, 12, 0, 20],
[0, 16, 12, 0, 20],
[10, 300, 0, 0, 20],
[10, 301, 0, 0, 20],
[10, 302, 0, 0, 20],
[10, 303, 0, 0, 20],
[10, 304, 0, 0, 20],
]
numRegions = 5
locations = [{i: i / 16384.0} for i in range(numRegions)]
axisTags = sorted({k for loc in locations for k in loc})
model = VariationModel(locations)
builder = OnlineVarStoreBuilder(axisTags)
builder.setModel(model)
for data in varData:
builder.storeMasters(data)
varStore = builder.finish()
varStore.optimize(quantization=quantization)
dummyFont = TTFont()
writer = XMLWriter(StringIO())
varStore.toXML(writer, dummyFont)
xml = writer.file.getvalue()
writer = OTTableWriter()
varStore.compile(writer, dummyFont)
data = writer.getAllData()
assert len(data) == expectedBytes, xml
def test_optimize_overflow():
numRegions = 1
locations = [{"wght": 0}, {"wght": 0.5}]
axisTags = ["wght"]
model = VariationModel(locations)
builder = OnlineVarStoreBuilder(axisTags)
builder.setModel(model)
for data in range(0, 0xFFFF * 2):
data = [0, data]
builder.storeMasters(data, round=noRound)
varStore = builder.finish()
varStore.optimize()
for s in varStore.VarData:
print(len(s.Item))
# 5 data-sets:
# - 0..127: 1-byte dataset
# - 128..32767: 2-byte dataset
# - 32768..32768+65535-1: 4-byte dataset
# - 32768+65535..65535+65535-1: 4-byte dataset
assert len(varStore.VarData) == 4
|
