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
|
from collections import defaultdict
from point import SummaryPoint
from dir_map import DirMap
class ColMap(object):
def __init__(self):
self.rev_map = {}
self.col_list = []
def columns(self):
return self.col_list
def get_key(self, kv):
key = ()
added = 0
for col in self.col_list:
if col not in kv:
key += (None,)
else:
added += 1
key += (kv[col],)
if added != len(kv):
raise Exception("column map '%s' missed field in map\n%s" %
(self.col_list, kv))
return key
def get_map(self, tuple):
map = {}
for i in range(0, len(tuple)):
map[self.col_list[i]] = tuple[i]
return map
def try_add(self, column):
if column not in self.rev_map:
self.rev_map[column] = len(self.col_list)
self.col_list += [column]
def __str__(self):
return "<ColMap>%s" % (self.rev_map)
class TupleTable(object):
def __init__(self, col_map):
self.col_map = col_map
self.table = defaultdict(lambda: [])
self.reduced = False
def add_exp(self, kv, point):
key = self.col_map.get_key(kv)
self.table[key] += [point]
def __reduce(self):
if self.reduced:
raise Exception("cannot reduce twice!")
self.reduced = True
for key, values in self.table.iteritems():
self.table[key] = SummaryPoint(key, values)
def write_result(self, out_dir):
dir_map = DirMap(out_dir)
self.__reduce()
for key, point in self.table.iteritems():
kv = self.col_map.get_map(key)
for col in self.col_map.columns():
val = kv[col]
try:
float(val)
kv.pop(col)
dir_map.add_point(col, val, kv, point)
kv[col] = val
except:
# Only vary numbers. Otherwise, just have seperate lines
continue
dir_map.reduce()
dir_map.write()
|
