-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathinterval.py
443 lines (418 loc) · 13.8 KB
/
interval.py
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
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
#some defines about intervals
import copy
from enum import IntEnum
global MAXVALUE
MAXVALUE = 1000000000
class Bracket(IntEnum):
"""
Left Open, Left Closed, Right Open, Right Closed.
"""
RO = 1
LC = 2
RC = 3
LO = 4
class BracketNum:
def __init__(self, value="", bracket=0):
self.value = value
self.bracket = bracket
def __eq__(self, bn):
if self.value == bn.value and self.bracket == bn.bracket:
return True
else:
return False
def __lt__(self, bn):
if self.value == '+':
return False
if bn.value == '+':
return True
if int(self.value) > int(bn.value):
return False
elif int(self.value) < int(bn.value):
return True
else:
if self.bracket < bn.bracket:
return True
else:
return False
def __gt__(self, bn):
if self.value == '+':
if bn.value == '+':
return False
else:
return True
if bn.value == '+':
return False
if int(self.value) > int(bn.value):
return True
elif int(self.value) < int(bn.value):
return False
else:
if self.bracket > bn.bracket:
return True
else:
return False
def __ge__(self, bn):
return not self.__lt__(bn)
def __le__(self, bn):
return not self.__gt__(bn)
def complement(self):
if self.value == '+':
return BracketNum('+', Bracket.RO) #ceil
if self.value == '0' and self.bracket == Bracket.LC:
return BracketNum('0', Bracket.LC) #floor
temp_value = self.value
temp_bracket = None
if self.bracket == Bracket.LC:
temp_bracket = Bracket.RO
if self.bracket == Bracket.RC:
temp_bracket = Bracket.LO
if self.bracket == Bracket.LO:
temp_bracket = Bracket.RC
if self.bracket == Bracket.RO:
temp_bracket = Bracket.LC
return BracketNum(temp_value, temp_bracket)
def getIntvalue(self):
if self.value == '+':
return MAXVALUE
else:
return int(self.value)
def getbn(self):
if self.bracket == Bracket.LC:
return '[' + self.value
if self.bracket == Bracket.LO:
return '(' + self.value
if self.bracket == Bracket.RC:
return self.value + ']'
if self.bracket == Bracket.RO:
return self.value + ')'
class Constraint:
guard=None
min_value = ""
closed_min = True
max_value = ""
closed_max = True
min_bn = None
max_bn = None
def __init__(self, guard=None):
self.guard = guard
self.__build()
def __build(self):
min_type, max_type = self.guard.split(',')
min_bn_bracket = None
max_bn_bracket = None
if min_type[0] == '[':
self.closed_min = True
min_bn_bracket = Bracket.LC
else:
self.closed_min = False
min_bn_bracket = Bracket.LO
self.min_value = min_type[1:].strip()
self.min_bn = BracketNum(self.min_value, min_bn_bracket)
if max_type[-1] == ']':
self.closed_max = True
max_bn_bracket = Bracket.RC
else:
self.closed_max = False
max_bn_bracket = Bracket.RO
self.max_value = max_type[:-1].strip()
self.max_bn = BracketNum(self.max_value, max_bn_bracket)
def __eq__(self, constraint):
if self.min_value == constraint.min_value and self.closed_min == constraint.closed_min and self.max_value == constraint.max_value and self.closed_max == constraint.closed_max:
return True
else:
return False
def __add__(self, constraint):
if self.isEmpty() == True or constraint.isEmpty() == True:
return Constraint("(0,0)")
else:
temp_min_value = ""
temp_max_value = ""
if self.min_value == '+' or constraint.min_value == '+':
temp_min_value = '+'
else:
temp_min_value = str(int(self.min_value) + int(constraint.min_value))
if self.max_value == '+' or constraint.max_value == '+':
temp_max_value = '+'
else:
temp_max_value = str(int(self.max_value) + int(constraint.max_value))
temp_closed_min = '('
temp_closed_max = ')'
if self.closed_min == True and constraint.closed_min == True:
temp_closed_min = '['
if self.closed_max == True and constraint.closed_max == True:
temp_closed_max = ']'
guard = temp_closed_min + temp_min_value + ',' + temp_max_value + temp_closed_max
return Constraint(guard)
def complement(self):
if self.isEmpty() == True:
return Constraint("[0,+)")
complement_min_bn = self.min_bn.complement()
complement_max_bn = self.max_bn.complement()
left_constraint = None
right_constraint = None
complement_intervals = []
if self.min_bn > BracketNum('0', Bracket.LC):
left_constraint = Constraint('['+'0'+','+complement_min_bn.getbn())
complement_intervals.append(left_constraint)
if self.max_bn < BracketNum('+', Bracket.RO):
right_constraint = Constraint(complement_max_bn.getbn()+','+'+'+')')
complement_intervals.append(right_constraint)
if len(complement_intervals) > 0:
return complement_intervals, True
else:
return [Constraint("(0,0)")], False
def isEmpty(self):
if self.max_bn < self.min_bn:
return True
else:
return False
def isininterval(self, num):
#if self.max_value == '+':
#return True
if num < self.get_min():
return False
elif num == self.get_min():
if self.closed_min == True:
return True
else:
return False
elif num > self.get_min() and num < self.get_max():
return True
elif num == self.get_max():
if self.closed_max == True:
return True
else:
return False
else:
return False
def isPoint(self):
if self.min_value == '+' or self.max_value == '+':
return False
if self.min_value == self.max_value and self.closed_min == True and self.closed_max == True:
return True
else:
return False
def get_min(self):
return int(self.min_value)
def get_max(self):
if self.max_value == '+':
closed_max=False
return MAXVALUE
else:
return int(self.max_value)
def show(self):
return self.guard
def min_constraint_number(c):
"""
get the minimal number in a interval.
1. if the interval is empty, return None
2. if [a, b$, return "a" . Note: a < b, $ means ) or ]
3. if (a, b$, return "a.1" .
"""
if c.isEmpty():
return None
if c.closed_min == True:
return int(c.min_value)
else:
return float(c.min_value+".1")
def min_constraints_number(cs):
"""
get the minimal number in unintersection intervals.
return the minimal number or None
"""
minimal_numbers = []
for c in cs:
temp = min_constraint_number(c)
if temp != None:
minimal_numbers.append(temp)
minimal_numbers.sort()
if len(minimal_numbers) > 0:
return minimal_numbers[0]
else:
return None
def intersect_constraint(c1, c2):
if c1.isEmpty() == True or c2.isEmpty() == True:
return Constraint("(0,0)"), False
min_bn1 = c1.min_bn
max_bn1 = c1.max_bn
min_bn2 = c2.min_bn
max_bn2 = c2.max_bn
bnlist = [min_bn1, max_bn1, min_bn2, max_bn2]
bnlist.sort()
left_bn = bnlist[1]
right_bn = bnlist[2]
if left_bn in [min_bn1, min_bn2] and right_bn in [max_bn1, max_bn2]:
return Constraint(left_bn.getbn()+','+right_bn.getbn()), True
else:
return Constraint("(0,0)"), False
def constraint_contain(c, intervals):
intertemp = []
for constraint in intervals:
intersect, flag = intersect_constraint(c, constraint)
if flag == True:
intertemp.append(intersect)
union = Constraint("(0,0)")
num = 1
for t in intertemp:
if num == 1 :
union, num = union_constraint(union, t)
if num==1 and union == c:
return True
else:
return False
def union_constraint(c1, c2):
if c1.isEmpty() == True:
return c2, 1
if c2.isEmpty() == True:
return c1, 1
sortlist = [c1,c2]
#lqsort(sortlist, 0, len(sortlist)-1)
lbsort(sortlist)
if sortlist[1].min_bn.getIntvalue() < sortlist[0].max_bn.getIntvalue():
temp_bn = sortlist[0].max_bn
if sortlist[0].max_bn < sortlist[1].max_bn:
temp_bn = sortlist[1].max_bn
return Constraint(sortlist[0].min_bn.getbn()+','+temp_bn.getbn()), 1
elif sortlist[1].min_bn.getIntvalue() == sortlist[0].max_bn.getIntvalue():
if sortlist[0].max_bn.bracket == Bracket.RO and sortlist[1].min_bn.bracket == Bracket.LO:
return sortlist, 2
else:
return Constraint(sortlist[0].min_bn.getbn()+','+sortlist[1].max_bn.getbn()), 1
else:
return sortlist, 2
def union_constraints(cs):
intervals = copy.deepcopy(cs)
lbsort(intervals)
union_intervals = []
union = Constraint("(0,0)")
num = 1
for constraint in intervals:
if num == 1:
union, num = union_constraint(union, constraint)
if num == 2:
union_intervals.append(union[0])
union = union[1]
union, num = union_constraint(union, constraint)
union_intervals.append(union)
return union_intervals
def intervals_partition(intervals):
partitions = []
floor_bn = BracketNum('0',Bracket.LC)
ceil_bn = BracketNum('+',Bracket.RO)
key_bns = []
for constraint in intervals:
min_bn = constraint.min_bn
max_bn = constraint.max_bn
if min_bn not in key_bns:
key_bns+= [min_bn]
if max_bn not in key_bns:
key_bns+=[max_bn]
key_bnsc = copy.deepcopy(key_bns)
for bn in key_bns:
bnc = bn.complement()
if bnc not in key_bnsc:
key_bnsc.append(bnc)
if floor_bn not in key_bnsc:
key_bnsc.append(floor_bn)
if ceil_bn not in key_bnsc:
key_bnsc.append(ceil_bn)
key_bnsc.sort()
for index in range(len(key_bnsc)):
if index%2 == 0:
temp_constraint = Constraint(key_bnsc[index].getbn()+','+key_bnsc[index+1].getbn())
partitions.append(temp_constraint)
return partitions, key_bnsc
def unintersect_intervals(uintervals):
length = len(uintervals)
intervals = copy.deepcopy(uintervals)
#lqsort(intervals, 0, length-1)
lbsort(intervals)
if length <= 1:
return intervals
un_intervals = []
i = 0
temp = intervals[0]
while i < length - 1:
i = i + 1
uc, flag = union_constraint(temp, intervals[i])
if flag == 1:
temp = uc
if flag == 2:
un_intervals.append(temp)
temp = intervals[i]
if temp not in un_intervals:
un_intervals.append(temp)
return un_intervals
def complement_intervals(uintervals):
partitions, key_bnsc = intervals_partition(uintervals)
for c in uintervals:
if c in partitions:
partitions.remove(c)
return partitions
def lqsort(array, left, right):
if left < right:
mid = lqsortpartition(array, left, right)
lqsort(array, left, mid-1)
lqsort(array, mid+1, right)
def lqsortpartition(array, left, right):
temp = array[left]
while left < right:
while left < right and array[right].min_bn > temp.min_bn:
right = right - 1
array[left] = array[right]
while left < right and array[right].min_bn <= temp.min_bn:
left = left + 1
array[right] = array[left]
array[left] = temp
return left
def lbsort(array):
for i in range(len(array)-1):
for j in range(len(array)-i-1):
if array[j].min_bn > array[j+1].min_bn:
array[j], array[j+1] = array[j+1], array[j]
def main():
c1 = Constraint("[4,5]")
c2 = Constraint("[0,0]")
c3 = Constraint("[4,5]")
c4 = Constraint("[0,1)")
c5 = Constraint("(2,3)")
b1 = BracketNum('6', Bracket.LO)
b2 = BracketNum('6', Bracket.LC)
b3 = BracketNum('+', Bracket.RO)
b4 = BracketNum('7', Bracket.LC)
b5 = BracketNum('6', Bracket.LO)
compl1, flag1 = c2.complement()
print flag1
for c in compl1:
print c.show()
print("-----------------------------")
l = [c5, c3, c2, c1, c4]
#lqsort(l, 0, 3)
lbsort(l)
for c in l:
print c.show()
print("-----------------------------")
unl = unintersect_intervals(l)
for c in unl:
print c.show()
print("-----------------------------")
cunl = complement_intervals(unl)
for c in cunl:
print c.show()
print("-----------------------------")
print c1.isPoint()
print c2.isPoint()
print c4.isPoint()
print c5.isPoint()
print("------------------------------")
c6 = Constraint("(3,+)")
print c6.isininterval(3)
print("---------------------------------")
print min_constraints_number([c3])
print min_constraint_number(Constraint("(0,0)"))
print min_constraint_number(c2)
print min_constraint_number(c4)
print min_constraints_number([c2, c5])
print min_constraints_number([c3, c5])
if __name__=='__main__':
main()