26 |
The resulting classification will consist of one group for each |
The resulting classification will consist of one group for each |
27 |
item in _list whose properties ramp between 'prop1' and 'prop2'. |
item in _list whose properties ramp between 'prop1' and 'prop2'. |
28 |
|
|
29 |
_list -- any object that implements the iterator interface |
_list -- a list of values for each singleton |
30 |
|
|
31 |
ramp -- an object which implements the CustomRamp interface |
ramp -- an object which implements the CustomRamp interface |
32 |
""" |
""" |
34 |
clazz = Classification() |
clazz = Classification() |
35 |
|
|
36 |
i = 0 |
i = 0 |
37 |
|
maxValue = float(len(_list) - 1) |
38 |
|
if maxValue < 1: maxValue = 1 |
39 |
|
|
40 |
for value in _list: |
for value in _list: |
41 |
prop = ramp.GetProperties(float(i) / len(_list)) |
prop = ramp.GetProperties(i / maxValue) |
42 |
clazz.AppendGroup(ClassGroupSingleton(value, prop)) |
clazz.AppendGroup(ClassGroupSingleton(value, prop)) |
43 |
i += 1 |
i += 1 |
44 |
|
|
59 |
cur_min = min |
cur_min = min |
60 |
|
|
61 |
end = "[" |
end = "[" |
62 |
|
maxValue = float(numGroups - 1) |
63 |
|
if maxValue < 1: maxValue = 1 |
64 |
|
|
65 |
for i in range(1, numGroups + 1): |
for i in range(1, numGroups + 1): |
66 |
|
|
67 |
prop = ramp.GetProperties(float(i-1) / numGroups) |
prop = ramp.GetProperties(float(i-1) / maxValue) |
68 |
|
|
69 |
if intStep: |
if intStep: |
70 |
cur_max = min + int(round((i * (max - min + 1)) / float(numGroups))) |
cur_max = min + int(round((i * (max - min + 1)) / float(numGroups))) |
128 |
i = 1 |
i = 1 |
129 |
end = "]" |
end = "]" |
130 |
|
|
131 |
|
maxValue = float(numGroups - 1) |
132 |
|
if maxValue < 1: maxValue = 1 |
133 |
for (q, p) in quantiles[3]: |
for (q, p) in quantiles[3]: |
134 |
|
|
135 |
prop = ramp.GetProperties(float(i-1) / numGroups) |
prop = ramp.GetProperties(float(i-1) / maxValue) |
136 |
|
|
137 |
if i == numGroups: |
if i == numGroups: |
138 |
max = endMax |
max = endMax |
152 |
|
|
153 |
return (adjusted, clazz) |
return (adjusted, clazz) |
154 |
|
|
|
def GenQuantiles0(_list, percents, ramp, _range): |
|
|
"""Same as GenQuantiles, but the first class won't be added to |
|
|
the classification. |
|
|
|
|
|
Returns a tuple (adjusted, Classification, upper_class0) where |
|
|
upper_class0 is the highest value inside the first class. |
|
|
|
|
|
_list -- a sort list of values |
|
|
|
|
|
percents -- a sorted list of floats in the range 0.0-1.0 which |
|
|
represent the upper bound of each quantile. the |
|
|
union of all percentiles should be the entire |
|
|
range from 0.0-1.0 |
|
|
|
|
|
ramp -- an object which implements the CustomRamp interface |
|
|
|
|
|
_range -- a Range object |
|
|
|
|
|
Raises a Value Error if 'percents' has fewer than two items, or |
|
|
does not cover the entire range. |
|
|
""" |
|
|
|
|
|
clazz = Classification() |
|
|
quantiles = calculate_quantiles(_list, percents, _range) |
|
|
adjusted = True |
|
|
|
|
|
if quantiles is not None: |
|
|
|
|
|
numGroups = len(quantiles[3]) - 1 |
|
|
|
|
|
if numGroups > 0: |
|
|
adjusted = quantiles[0] |
|
|
|
|
|
start, min, endMax, right = _range.GetRange() |
|
|
|
|
|
class0 = quantiles[3][0] |
|
|
min = _list[class0[0]] |
|
|
oldp = class0[1] |
|
|
i = 1 |
|
|
end = "]" |
|
|
|
|
|
for (q, p) in quantiles[3][1:]: |
|
|
prop = ramp.GetProperties(float(i) / numGroups) |
|
|
|
|
|
if i == numGroups: |
|
|
max = endMax |
|
|
end = right |
|
|
else: |
|
|
max = _list[q] |
|
|
|
|
|
group = ClassGroupRange(Range((start, min, max, end)), prop) |
|
|
|
|
|
group.SetLabel("%s%% - %s%%" % (round(oldp*100, 2), |
|
|
round(p*100, 2))) |
|
|
oldp = p |
|
|
start = "]" |
|
|
min = max |
|
|
clazz.AppendGroup(group) |
|
|
i += 1 |
|
|
|
|
|
return (adjusted, clazz, _list[class0[0]]) |
|
|
|
|
155 |
|
|
156 |
def calculate_quantiles(_list, percents, _range): |
def calculate_quantiles(_list, percents, _range): |
157 |
"""Calculate quantiles for the given _list of percents from the |
"""Calculate quantiles for the given _list of percents from the |
313 |
class CustomRamp: |
class CustomRamp: |
314 |
|
|
315 |
def __init__(self, prop1, prop2): |
def __init__(self, prop1, prop2): |
316 |
|
"""Create a ramp between prop1 and prop2.""" |
317 |
self.prop1 = prop1 |
self.prop1 = prop1 |
318 |
self.prop2 = prop2 |
self.prop2 = prop2 |
319 |
|
|
320 |
def GetRamp(self): |
def GetRamp(self): |
321 |
|
"""Return this ramp.""" |
322 |
return self |
return self |
323 |
|
|
324 |
def GetProperties(self, index): |
def GetProperties(self, index): |
334 |
|
|
335 |
newProps = ClassGroupProperties() |
newProps = ClassGroupProperties() |
336 |
|
|
337 |
color1 = self.prop1.GetLineColor() |
self.__SetProperty(self.prop1.GetLineColor(), |
338 |
color2 = self.prop2.GetLineColor() |
self.prop2.GetLineColor(), |
339 |
|
index, newProps.SetLineColor) |
340 |
self.__SetProperty(color1, color2, index, newProps.SetLineColor) |
self.__SetProperty(self.prop1.GetFill(), self.prop2.GetFill(), |
341 |
self.__SetProperty(color1, color2, index, newProps.SetFill) |
index, newProps.SetFill) |
342 |
|
|
343 |
w = (self.prop2.GetLineWidth() - self.prop1.GetLineWidth()) \ |
w = (self.prop2.GetLineWidth() - self.prop1.GetLineWidth()) \ |
344 |
* index \ |
* index \ |
345 |
+ self.prop1.GetLineWidth() |
+ self.prop1.GetLineWidth() |
|
|
|
346 |
newProps.SetLineWidth(int(round(w))) |
newProps.SetLineWidth(int(round(w))) |
347 |
|
|
348 |
return newProps |
return newProps |
349 |
|
|
350 |
def __SetProperty(self, color1, color2, index, setf): |
def __SetProperty(self, color1, color2, index, setf): |
351 |
|
"""Use setf to set the appropriate property for the point |
352 |
|
index percent between color1 and color2. setf is a function |
353 |
|
to call that accepts a Color object or Transparent. |
354 |
|
""" |
355 |
|
|
356 |
if color1 is Transparent and color2 is Transparent: |
if color1 is Transparent and color2 is Transparent: |
357 |
setf(Transparent) |
setf(Transparent) |
372 |
(color2.blue - color1.blue) * index + color1.blue)) |
(color2.blue - color1.blue) * index + color1.blue)) |
373 |
|
|
374 |
class MonochromaticRamp(CustomRamp): |
class MonochromaticRamp(CustomRamp): |
375 |
|
"""Helper class to make ramps between two colors.""" |
376 |
|
|
377 |
def __init__(self, start, end): |
def __init__(self, start, end): |
378 |
|
"""Create a Monochromatic Ramp. |
379 |
|
|
380 |
|
start -- starting Color |
381 |
|
|
382 |
|
end -- ending Color |
383 |
|
""" |
384 |
sp = ClassGroupProperties() |
sp = ClassGroupProperties() |
385 |
sp.SetLineColor(start) |
sp.SetLineColor(start) |
386 |
sp.SetFill(start) |
sp.SetFill(start) |
391 |
|
|
392 |
CustomRamp.__init__(self, sp, ep) |
CustomRamp.__init__(self, sp, ep) |
393 |
|
|
394 |
GreyRamp = MonochromaticRamp(Color(1, 1, 1), Color(0, 0, 0)) |
grey_ramp = MonochromaticRamp(Color(1, 1, 1), Color(0, 0, 0)) |
395 |
RedRamp = MonochromaticRamp(Color(1, 1, 1), Color(.8, 0, 0)) |
red_ramp = MonochromaticRamp(Color(1, 1, 1), Color(.8, 0, 0)) |
396 |
GreenRamp = MonochromaticRamp(Color(1, 1, 1), Color(0, .8, 0)) |
green_ramp = MonochromaticRamp(Color(1, 1, 1), Color(0, .8, 0)) |
397 |
BlueRamp = MonochromaticRamp(Color(1, 1, 1), Color(0, 0, .8)) |
blue_ramp = MonochromaticRamp(Color(1, 1, 1), Color(0, 0, .8)) |
398 |
GreenToRedRamp = MonochromaticRamp(Color(1, .8, 1), Color(1, 0, 0)) |
green_to_red_ramp = MonochromaticRamp(Color(0, .8, 0), Color(1, 0, 0)) |
399 |
|
|
400 |
class HotToColdRamp: |
class HotToColdRamp: |
401 |
|
"""A ramp that generates properties with colors ranging from |
402 |
|
'hot' colors (e.g. red, orange) to 'cold' colors (e.g. green, blue) |
403 |
|
""" |
404 |
|
|
405 |
def GetRamp(self): |
def GetRamp(self): |
406 |
|
"""Return this ramp.""" |
407 |
return self |
return self |
408 |
|
|
409 |
def GetProperties(self, index): |
def GetProperties(self, index): |
434 |
|
|
435 |
return prop |
return prop |
436 |
|
|
437 |
|
class FixedRamp: |
438 |
|
"""FixedRamp allows particular properties of a ramp to be |
439 |
|
held constant over the ramp. |
440 |
|
""" |
441 |
|
|
442 |
|
def __init__(self, ramp, fixes): |
443 |
|
""" |
444 |
|
ramp -- a source ramp to get the default properties |
445 |
|
|
446 |
|
fixes -- a tuple (lineColor, lineWidth, fillColor) such that |
447 |
|
if any item is not None, the appropriate property will |
448 |
|
be fixed to that item value. |
449 |
|
""" |
450 |
|
|
451 |
|
self.fixes = fixes |
452 |
|
self.ramp = ramp |
453 |
|
|
454 |
|
def GetRamp(self): |
455 |
|
"""Return this ramp.""" |
456 |
|
return self |
457 |
|
|
458 |
|
def GetProperties(self, index): |
459 |
|
"""Return a ClassGroupProperties object whose properties |
460 |
|
represent a point at 'index' between the properties in |
461 |
|
the ramp that initialized this FixedRamp. |
462 |
|
|
463 |
|
index -- a value such that 0 <= index <= 1 |
464 |
|
""" |
465 |
|
|
466 |
|
props = self.ramp.GetProperties(index) |
467 |
|
if self.fixes[0] is not None: props.SetLineColor(self.fixes[0]) |
468 |
|
if self.fixes[1] is not None: props.SetLineWidth(self.fixes[1]) |
469 |
|
if self.fixes[2] is not None: props.SetFill(self.fixes[2]) |
470 |
|
|
471 |
|
return props |