def post(self,fetched,slab,axes,specifications,confined_by,aux,axismap):
''' Post processing retouches the bounds and later will deal with the mask'''
import cdms2 as cdms
fetched=cdms.createVariable(fetched,copy=1)
faxes=fetched.getAxisList()
a=None
for i in range(len(faxes)):
if confined_by[i] is self:
newaxvals=[]
bounds=[]
a=None
sh=list(fetched.shape)
sh[i]=1
for l in self.aux[i]:
try:
tmp=fetched(**{faxes[i].id:(l,l)})
ax=tmp.getAxis(i)
#print ax
newaxvals.append(ax[0])
if ax.getBounds()!=None:
bounds.append(ax.getBounds()[0])
else:
bounds=None
except Exception,err:
#print 'err:',err,'match:',self.match
if self.match==1:
raise Exception,'Error axis value :'+str(l)+' was requested but is not present in slab\n(more missing might exists)'
elif self.match==0:
tmp=MV2.ones(sh,typecode=MV2.float)
tmp=MV2.masked_equal(tmp,1)
if type(l)==type(cdtime.comptime(1999)) or type(l)==type(cdtime.reltime(0,'days since 1999')) or type(l)==type(''):
if type(l)!=type(''):
newaxvals.append(l.torel(faxes[i].units).value)
else:
newaxvals.append(cdtime.s2r(l,faxes[i].units).value)
else:
newaxvals.append(l)
if bounds is not None:
bounds.append([ax[-1]-1.,ax[-1]+1])
else:
tmp=None
if not tmp is None:
if a is None:
a=tmp
elif not tmp is None:
a=MV2.concatenate((a,tmp),i)
if bounds is not None:
newax=cdms.createAxis(numpy.array(newaxvals),bounds=numpy.array(bounds),id=ax.id)
else:
newax=cdms.createAxis(numpy.array(newaxvals),id=ax.id)
for att in faxes[i].attributes.keys():
setattr(newax,att,faxes[i].attributes.get(att))
for j in range(len(fetched.shape)):
if j==i:
a.setAxis(i,newax)
else:
a.setAxis(j,faxes[j])
fetched=a.astype(fetched.dtype.char)
faxes=fetched.getAxisList()
def post(self,fetched,slab,axes,specifications,confined_by,aux,axismap):
''' Post processing retouches the bounds and later will deal with the mask'''
import cdms2 as cdms
fetched=cdms.createVariable(fetched,copy=1)
faxes=fetched.getAxisList()
a=None
for i in range(len(faxes)):
if confined_by[i] is self:
newaxvals=[]
bounds=[]
a=None
sh=list(fetched.shape)
sh[i]=1
for l in self.aux[i]:
try:
tmp=fetched(**{faxes[i].id:(l,l)})
ax=tmp.getAxis(i)
#print ax
newaxvals.append(ax[0])
if ax.getBounds()!=None:
bounds.append(ax.getBounds()[0])
else:
bounds=None
except Exception,err:
#print 'err:',err,'match:',self.match
if self.match==1:
raise Exception,'Error axis value :'+str(l)+' was requested but is not present in slab\n(more missing might exists)'
elif self.match==0:
tmp=MV2.ones(sh,typecode=MV2.float)
tmp=MV2.masked_equal(tmp,1)
if type(l)==type(cdtime.comptime(1999)) or type(l)==type(cdtime.reltime(0,'days since 1999')) or type(l)==type(''):
if type(l)!=type(''):
newaxvals.append(l.torel(faxes[i].units).value)
else:
newaxvals.append(cdtime.s2r(l,faxes[i].units).value)
else:
newaxvals.append(l)
if bounds is not None:
bounds.append([ax[-1]-1.,ax[-1]+1])
else:
tmp=None
if not tmp is None:
if a is None:
a=tmp
elif not tmp is None:
a=MV2.concatenate((a,tmp),i)
if bounds is not None:
newax=cdms.createAxis(numpy.array(newaxvals),bounds=numpy.array(bounds),id=ax.id)
else:
newax=cdms.createAxis(numpy.array(newaxvals),id=ax.id)
for att in faxes[i].attributes.keys():
setattr(newax,att,faxes[i].attributes.get(att))
for j in range(len(fetched.shape)):
if j==i:
a.setAxis(i,newax)
else:
a.setAxis(j,faxes[j])
fetched=a.astype(fetched.dtype.char)
faxes=fetched.getAxisList()
def createMapping(filename):
vars, files, csv = ingestCSV(filename)
print("FILE ):<{}>".format(files[0]))
out = {}
f = cdms2.open(files[0])
times = []
time_values = []
time_partition = []
nontimes = []
for v in f.listvariables():
tim = f[v].getTime()
if tim is None: # not a time one
nontimes.append(v)
else:
times.append(v)
map_files = []
index = 0
for l in csv:
if l.strip() == "":
break
sp = l.strip().split(",")
time_values.append(
cdtime.s2r(sp[0], tim.units, tim.getCalendar()).value)
indx = vars.index(times[0])
location = int(sp[indx].split(":")[0])
if len(map_files) == 0:
map_files.append([location, [index, index]])
time_partition.append(index)
elif map_files[-1][0] != location:
map_files.append([location, [index, index]])
time_partition.append(index)
else: # same file
map_files[-1][1][-1] = index + 1
time_partition[-1] = index + 1
index += 1
print(map_files)
mapping = "[[" + str(times).replace("'", "") + ",["
mapping += ",".join([
"[{},{},-,-,-,{}]".format(v[0], v[1], os.path.basename(files[nm]))
for nm, v in map_files
])
mapping += "]],[" + str(nontimes).replace(
"'", "") + ",[[-,-,-,-,-,{}]]]]".format(
os.path.basename(files[map_files[0][0]]))
out["mapping"] = mapping
out["time"] = {
"id": tim.id,
"values": time_values,
"partition": time_partition
}
out["files"] = files
out["vars"] = vars
out["directory"] = os.path.dirname(files[map_files[0][0]])
return out
def getTimeSubsetStartEndIndices(time_axis, start, end, required_hour=None):
"""
Analyses time_axis and returns a (start_index, end_index) tuple that
represent the correct indices in the array for start and end. If
required_hour is given then it also checks start is set on the time
of day (e.g. 0 for midnight and 12 for midday) expected. If not it adjusts
the start_index so it is on the required_hour. It does NOT adjust the
end_index.
"""
units = time_axis.units
start_time = cdtime.s2r(start, units, cdtime.Calendar360)
end_time = cdtime.s2r(end, units, cdtime.Calendar360)
# Check hour of start_time if required
if required_hour != None:
required_hour = int(required_hour)
comp_time = start_time.tocomp()
hour = comp_time.hour
print start_time
print start_time.tocomp()
print hour
if hour != required_hour:
print "Adjusting to next day to get required hour right."
new_start = comp_time.add(1, cdtime.Day)
new_start.hour = required_hour
print "New start time:", new_start
start_time = new_start.torel(units, cdtime.Calendar360)
start_value = start_time.value
end_value = end_time.value
# Check both indices are in the axis values
if start_value not in time_axis[:]:
raise Exception("Start index not in axis values: " + str(start_value))
if end_value not in time_axis[:]:
raise Exception("End index not in axis values: " + str(end_value))
t_values = list(time_axis[:])
start_index = t_values.index(start_value)
end_index = t_values.index(end_value)
return (start_index, end_index)
def specify(self,slab,axes,specification,confined_by,aux):
''' First part: confine the slab within a Domain wide enough to do the exact in post'''
import string,copy
from numpy.ma import minimum,maximum
# myconfined is for later, we can't confine a dimension twice with an argument plus a keyword or 2 keywords
myconfined=[None]*len(axes)
self.aux=copy.copy(specification)
# First look at the arguments (i.e not keywords) and confine the dimensions
# in the order of the arguments
for i in range(len(self.args)):
if confined_by[i] is None : # Check it hasn't been confined by somebody else
myconfined[i]=1 # dim confined by argument list
confined_by[i]=self # for cdms I want to confine this dimension
self.aux[i]=specs=list(self.args[i]) # How do we want to confine this dim ?
if type(specs)==type(slice(0)):
specification[i]=specs # If it's a slicing nothing to do
else: # But if it's not...
if specs[0] is None:
tmp=axes[i].getBounds()
if tmp is None:
raise ValueError, 'Region error, axis:'+axes[i].id+' has no bounds'
specs[0]=minimum(minimum(tmp[0],tmp[-1]))
if specs[1] is None:
tmp=axes[i].getBounds()
if tmp is None:
raise ValueError, 'Region error, axis:'+axes[i].id+' has no bounds'
specs[1]=maximum(maximum(tmp[0],tmp[-1]))
if axes[i].isTime(): # Time is as always "Special"
import cdtime
tc=type(cdtime.comptime(0)) # component time type
tr=type(cdtime.reltime(0,'months since 0')) # relative time type
t=type(specs[0]) # my first spec type
if t==type(''): #if my first spec is passed as a string
specs[0]=cdtime.s2r(specs[0],axes[i].units)
elif t==tc or t==tr: #if my first spec is passed as a cdtime object
specs[0]=cdtime.torel(specs[0],axes[i].units)
else: # If not it has to be that the users knows the time values in the axis
pass
t=type(specs[1]) # my second spec type
if t==type(''): #if my second spec is passed as a string
specs[1]=cdtime.s2r(specs[1],axes[i].units)
elif t==tc or t==tr: #if my second spec is passed as a cdtime object
specs[1]=cdtime.torel(specs[1],axes[i].units)
sp=[specs[0],specs[1],'oob'] # Now retrieve the values wide enough for the exact specification[i]=sp # sets the specifications
else:
return 1
for kw in self.kargs.keys():
axis=None
for i in range(len(axes)):
if axes[i].id==kw : axis=i
if axis is None:
if kw=='time' :
for i in range(len(axes)):
if axes[i].isTime() : axis=i
elif kw=='level' :
for i in range(len(axes)):
if axes[i].isLevel() : axis=i
elif kw=='longitude' :
for i in range(len(axes)):
if axes[i].isLongitude() : axis=i
elif kw=='latitude' :
for i in range(len(axes)):
if axes[i].isLatitude() : axis=i
elif not kw in ['exact','atol','rtol']: # keyword not a recognised keyword or dimension name
raise 'Error, keyword: '+kw+' not recognized'
# At this point, if axis is None:
# we are dealing with a keyword for the selector
# so we'll skip it
if not axis is None :
if confined_by[axis] is None:
confined_by[axis]=self
myconfined[axis]=1
self.aux[axis]=specs=list(self.kargs[kw])
if type(specs)!=type(slice(0)):
if specs[0] is None:
tmp=axes[axis].getBounds()
if tmp is None:
raise ValueError, 'Region error, axis:'+axes[axis].id+' has no bounds'
specs[0]=minimum(minimum(tmp[0],tmp[-1]))
if specs[1] is None:
tmp=axes[axis].getBounds()
if tmp is None:
raise ValueError, 'Region error, axis:'+axes[axis].id+' has no bounds'
specs[1]=maximum(maximum(tmp[0],tmp[-1]))
if axes[axis].isTime():
import cdtime
tc=type(cdtime.comptime(0))
tr=type(cdtime.reltime(0,'months since 0'))
t=type(specs[0])
if t==type(''):
specs[0]=cdtime.s2r(specs[0],axes[i].units)
elif t==tc or t==tr:
specs[0]=cdtime.torel(specs[0],axes[i].units)
t=type(specs[1])
if t==type(''):
specs[1]=cdtime.s2r(specs[1],axes[i].units)
elif t==tc or t==tr:
specs[1]=cdtime.torel(specs[1],axes[i].units)
sp=[specs[0],specs[1],'oob']
specification[axis]=sp
else:
specification[axis]=specs
else:
if myconfined[axis]==1:
raise 'Error you are attempting to set the axis: '+str(axes[axis].id)+' more than once'
else:
return 1
return 0
def specify(self, slab, axes, specification, confined_by, aux):
''' First part: confine the slab within a Domain wide enough to do the exact in post'''
import string, copy
from numpy.ma import minimum, maximum
# myconfined is for later, we can't confine a dimension twice with an argument plus a keyword or 2 keywords
myconfined = [None] * len(axes)
self.aux = copy.copy(specification)
# First look at the arguments (i.e not keywords) and confine the dimensions
# in the order of the arguments
for i in range(len(self.args)):
if confined_by[
i] is None: # Check it hasn't been confined by somebody else
myconfined[i] = 1 # dim confined by argument list
confined_by[
i] = self # for cdms I want to confine this dimension
self.aux[i] = specs = list(
self.args[i]) # How do we want to confine this dim ?
if not (isinstance(specs, list) or isinstance(specs, tuple)):
raise Exception, "Error in Selector, you must specify a list or a tuple, you passed:" + str(
specs)
elif type(specs[0]) == type(
cdtime.comptime(1999)) or type(specs[0]) == type(
cdtime.reltime(0, 'days since 1999')) or type(
specs[0]) == type(''):
list2 = []
for l in specs:
if type(l) != type(''):
list2.append(l.torel('days since 1900').value)
else:
list2.append(
cdtime.s2r(l, 'days since 1900').value)
min = minimum(list2)
max = maximum(list2)
specification[i] = cdtime.reltime(
min, 'days since 1900'), cdtime.reltime(
max, 'days since 1900')
else: # But if it's not...
specification[i] = minimum(specs), maximum(
specs) # sets the specifications
else:
return 1
for kw in self.kargs.keys():
axis = None
for i in range(len(axes)):
if axes[i].id == kw: axis = i
if axis is None:
if kw == 'time':
for i in range(len(axes)):
if axes[i].isTime(): axis = i
elif kw == 'level':
for i in range(len(axes)):
if axes[i].isLevel(): axis = i
elif kw == 'longitude':
for i in range(len(axes)):
if axes[i].isLongitude(): axis = i
elif kw == 'latitude':
for i in range(len(axes)):
if axes[i].isLatitude(): axis = i
elif not kw in [
'match'
]: # keyword not a recognised keyword or dimension name
raise Exception, 'Error, keyword: ' + kw + ' not recognized'
# At this point, if axis is None:
# we are dealing with a keyword for the selector
# so we'll skip it
if not axis is None:
if confined_by[axis] is None:
confined_by[axis] = self
myconfined[axis] = 1
self.aux[axis] = specs = list(self.kargs[kw])
if type(specs[0]) == type(cdtime.comptime(1999)) or type(
specs[0]) == type(
cdtime.reltime(0, 'days since 1999')) or type(
specs[0]) == type(''):
list2 = []
for l in specs:
if type(l) != type(''):
list2.append(l.torel('days since 1900').value)
else:
list2.append(
cdtime.s2r(l, 'days since 1900').value)
min = minimum(list2)
max = maximum(list2)
specification[axis] = cdtime.reltime(
min, 'days since 1900'), cdtime.reltime(
max, 'days since 1900')
else: # But if it's not...
specification[axis] = minimum(specs), maximum(specs)
else:
if myconfined[axis] == 1:
raise 'Error you are attempting to set the axis: ' + str(
axes[axis].id) + ' more than once'
else:
return 1
return 0
def specify(self, slab, axes, specification, confined_by, aux):
''' First part: confine the slab within a Domain wide enough to do the exact in post'''
import string, copy
from numpy.ma import minimum, maximum
# myconfined is for later, we can't confine a dimension twice with an argument plus a keyword or 2 keywords
myconfined = [None] * len(axes)
self.aux = copy.copy(specification)
# First look at the arguments (i.e not keywords) and confine the dimensions
# in the order of the arguments
for i in range(len(self.args)):
if confined_by[
i] is None: # Check it hasn't been confined by somebody else
myconfined[i] = 1 # dim confined by argument list
confined_by[
i] = self # for cdms I want to confine this dimension
self.aux[i] = specs = list(
self.args[i]) # How do we want to confine this dim ?
if type(specs) == type(slice(0)):
specification[i] = specs # If it's a slicing nothing to do
else: # But if it's not...
if specs[0] is None:
tmp = axes[i].getBounds()
if tmp is None:
raise ValueError, 'Region error, axis:' + axes[
i].id + ' has no bounds'
specs[0] = minimum(minimum(tmp[0], tmp[-1]))
if specs[1] is None:
tmp = axes[i].getBounds()
if tmp is None:
raise ValueError, 'Region error, axis:' + axes[
i].id + ' has no bounds'
specs[1] = maximum(maximum(tmp[0], tmp[-1]))
if axes[i].isTime(): # Time is as always "Special"
import cdtime
tc = type(cdtime.comptime(0)) # component time type
tr = type(cdtime.reltime(
0, 'months since 0')) # relative time type
t = type(specs[0]) # my first spec type
if t == type(
''): #if my first spec is passed as a string
specs[0] = cdtime.s2r(specs[0], axes[i].units)
elif t == tc or t == tr: #if my first spec is passed as a cdtime object
specs[0] = cdtime.torel(specs[0], axes[i].units)
else: # If not it has to be that the users knows the time values in the axis
pass
t = type(specs[1]) # my second spec type
if t == type(
''): #if my second spec is passed as a string
specs[1] = cdtime.s2r(specs[1], axes[i].units)
elif t == tc or t == tr: #if my second spec is passed as a cdtime object
specs[1] = cdtime.torel(specs[1], axes[i].units)
sp = [
specs[0], specs[1], 'oob'
] # Now retrieve the values wide enough for the exact specification[i]=sp # sets the specifications
else:
return 1
for kw in self.kargs.keys():
axis = None
for i in range(len(axes)):
if axes[i].id == kw: axis = i
if axis is None:
if kw == 'time':
for i in range(len(axes)):
if axes[i].isTime(): axis = i
elif kw == 'level':
for i in range(len(axes)):
if axes[i].isLevel(): axis = i
elif kw == 'longitude':
for i in range(len(axes)):
if axes[i].isLongitude(): axis = i
elif kw == 'latitude':
for i in range(len(axes)):
if axes[i].isLatitude(): axis = i
elif not kw in [
'exact', 'atol', 'rtol'
]: # keyword not a recognised keyword or dimension name
raise 'Error, keyword: ' + kw + ' not recognized'
# At this point, if axis is None:
# we are dealing with a keyword for the selector
# so we'll skip it
if not axis is None:
if confined_by[axis] is None:
confined_by[axis] = self
myconfined[axis] = 1
self.aux[axis] = specs = list(self.kargs[kw])
if type(specs) != type(slice(0)):
if specs[0] is None:
tmp = axes[axis].getBounds()
if tmp is None:
raise ValueError, 'Region error, axis:' + axes[
axis].id + ' has no bounds'
specs[0] = minimum(minimum(tmp[0], tmp[-1]))
if specs[1] is None:
tmp = axes[axis].getBounds()
if tmp is None:
raise ValueError, 'Region error, axis:' + axes[
axis].id + ' has no bounds'
specs[1] = maximum(maximum(tmp[0], tmp[-1]))
if axes[axis].isTime():
import cdtime
tc = type(cdtime.comptime(0))
tr = type(cdtime.reltime(0, 'months since 0'))
t = type(specs[0])
if t == type(''):
specs[0] = cdtime.s2r(specs[0], axes[i].units)
elif t == tc or t == tr:
specs[0] = cdtime.torel(
specs[0], axes[i].units)
t = type(specs[1])
if t == type(''):
specs[1] = cdtime.s2r(specs[1], axes[i].units)
elif t == tc or t == tr:
specs[1] = cdtime.torel(
specs[1], axes[i].units)
sp = [specs[0], specs[1], 'oob']
specification[axis] = sp
else:
specification[axis] = specs
else:
if myconfined[axis] == 1:
raise 'Error you are attempting to set the axis: ' + str(
axes[axis].id) + ' more than once'
else:
return 1
return 0
def renderTemplate(self,tmpl,data,gm,taxis,zaxis):
## ok first basic template stuff, let's store the displays
## because we need to return actors for min/max/mean
displays = tmpl.plot(self.canvas,data,gm,bg=self.bg)
returned = {}
for d in displays:
if d is None:
continue
texts=d.backend.get("vtk_backend_text_actors",[])
for t in texts:
## ok we had a text actor, let's see if it's min/max/mean
txt = t.GetInput()
s0=txt.split()[0]
if s0 in ["Min","Max","Mean"]:
returned["vtk_backend_%s_text_actor" % s0] = t
else:
returned["vtk_backend_%s_text_actor" % d.backend["vtk_backend_template_attribute"]] = t
self.canvas.display_names.remove(d.name)
del(vcs.elements["display"][d.name])
## Sometimes user passes "date" as an attribute to replace date
if hasattr(data,"user_date"):
taxis = cdms2.createAxis([cdtime.s2r(data.user_date,"days since 1900").value])
taxis.designateTime()
taxis.units="days since 1900"
if zaxis is not None and zaxis.isTime():
zaxis=taxis
if taxis is not None:
try:
tstr = str(cdtime.reltime(taxis[0],taxis.units).tocomp(taxis.getCalendar()))
#ok we have a time axis let's display the time
crdate = vcs2vtk.applyAttributesFromVCStmpl(tmpl,"crdate")
crdate.string = tstr.split()[0].replace("-","/")
crtime = vcs2vtk.applyAttributesFromVCStmpl(tmpl,"crtime")
crtime.string = tstr.split()[1]
if not (None,None,None) in self._renderers.keys():
ren = self.createRenderer()
self.renWin.AddRenderer(ren)
self.setLayer(ren,1)
self._renderers[(None,None,None)]=ren
else:
ren = self._renderers[(None,None,None)]
tt,to = crdate.name.split(":::")
tt = vcs.elements["texttable"][tt]
to = vcs.elements["textorientation"][to]
if crdate.priority>0:
actors = vcs2vtk.genTextActor(ren,to=to,tt=tt)
returned["vtk_backend_crdate_text_actor"]=actors[0]
del(vcs.elements["texttable"][tt.name])
del(vcs.elements["textorientation"][to.name])
del(vcs.elements["textcombined"][crdate.name])
tt,to = crtime.name.split(":::")
tt = vcs.elements["texttable"][tt]
to = vcs.elements["textorientation"][to]
if crtime.priority>0:
actors = vcs2vtk.genTextActor(ren,to=to,tt=tt)
returned["vtk_backend_crtime_text_actor"]=actors[0]
del(vcs.elements["texttable"][tt.name])
del(vcs.elements["textorientation"][to.name])
del(vcs.elements["textcombined"][crtime.name])
except:
pass
if zaxis is not None:
try:
# ok we have a zaxis to draw
zname = vcs2vtk.applyAttributesFromVCStmpl(tmpl,"zname")
zname.string=zaxis.id
zvalue = vcs2vtk.applyAttributesFromVCStmpl(tmpl,"zvalue")
if zaxis.isTime():
zvalue.string = str(zaxis.asComponentTime()[0])
else:
zvalue.string= "%g" % zaxis[0]
if not (None,None,None) in self._renderers.keys():
ren = self.createRenderer()
self.renWin.AddRenderer(ren)
self.setLayer(ren,1)
self._renderers[(None,None,None)]=ren
else:
ren = self._renderers[(None,None,None)]
tt,to = zname.name.split(":::")
tt = vcs.elements["texttable"][tt]
to = vcs.elements["textorientation"][to]
if zname.priority>0:
vcs2vtk.genTextActor(ren,to=to,tt=tt)
del(vcs.elements["texttable"][tt.name])
del(vcs.elements["textorientation"][to.name])
del(vcs.elements["textcombined"][zname.name])
if hasattr(zaxis,"units"):
zunits = vcs2vtk.applyAttributesFromVCStmpl(tmpl,"zunits")
zunits.string=zaxis.units
if zunits.priority>0:
tt,to = zunits.name.split(":::")
tt = vcs.elements["texttable"][tt]
to = vcs.elements["textorientation"][to]
vcs2vtk.genTextActor(ren,to=to,tt=tt)
del(vcs.elements["texttable"][tt.name])
del(vcs.elements["textorientation"][to.name])
del(vcs.elements["textcombined"][zunits.name])
tt,to = zvalue.name.split(":::")
tt = vcs.elements["texttable"][tt]
to = vcs.elements["textorientation"][to]
if zvalue.priority>0:
actors = vcs2vtk.genTextActor(ren,to=to,tt=tt)
returned["vtk_backend_zvalue_text_actor"]=actors[0]
del(vcs.elements["texttable"][tt.name])
del(vcs.elements["textorientation"][to.name])
del(vcs.elements["textcombined"][zvalue.name])
except:
pass
return returned
def specify(self, slab, axes, specification, confined_by, aux):
""" First part: confine the slab within a Domain wide enough to do the exact in post"""
import string, copy
from numpy.ma import minimum, maximum
# myconfined is for later, we can't confine a dimension twice with an argument plus a keyword or 2 keywords
myconfined = [None] * len(axes)
self.aux = copy.copy(specification)
# First look at the arguments (i.e not keywords) and confine the dimensions
# in the order of the arguments
for i in range(len(self.args)):
if confined_by[i] is None: # Check it hasn't been confined by somebody else
myconfined[i] = 1 # dim confined by argument list
confined_by[i] = self # for cdms I want to confine this dimension
self.aux[i] = specs = list(self.args[i]) # How do we want to confine this dim ?
if not (isinstance(specs, list) or isinstance(specs, tuple)):
raise Exception, "Error in Selector, you must specify a list or a tuple, you passed:" + str(specs)
elif (
type(specs[0]) == type(cdtime.comptime(1999))
or type(specs[0]) == type(cdtime.reltime(0, "days since 1999"))
or type(specs[0]) == type("")
):
list2 = []
for l in specs:
if type(l) != type(""):
list2.append(l.torel("days since 1900").value)
else:
list2.append(cdtime.s2r(l, "days since 1900").value)
min = minimum(list2)
max = maximum(list2)
specification[i] = cdtime.reltime(min, "days since 1900"), cdtime.reltime(max, "days since 1900")
else: # But if it's not...
specification[i] = minimum(specs), maximum(specs) # sets the specifications
else:
return 1
for kw in self.kargs.keys():
axis = None
for i in range(len(axes)):
if axes[i].id == kw:
axis = i
if axis is None:
if kw == "time":
for i in range(len(axes)):
if axes[i].isTime():
axis = i
elif kw == "level":
for i in range(len(axes)):
if axes[i].isLevel():
axis = i
elif kw == "longitude":
for i in range(len(axes)):
if axes[i].isLongitude():
axis = i
elif kw == "latitude":
for i in range(len(axes)):
if axes[i].isLatitude():
axis = i
elif not kw in ["match"]: # keyword not a recognised keyword or dimension name
raise Exception, "Error, keyword: " + kw + " not recognized"
# At this point, if axis is None:
# we are dealing with a keyword for the selector
# so we'll skip it
if not axis is None:
if confined_by[axis] is None:
confined_by[axis] = self
myconfined[axis] = 1
self.aux[axis] = specs = list(self.kargs[kw])
if (
type(specs[0]) == type(cdtime.comptime(1999))
or type(specs[0]) == type(cdtime.reltime(0, "days since 1999"))
or type(specs[0]) == type("")
):
list2 = []
for l in specs:
if type(l) != type(""):
list2.append(l.torel("days since 1900").value)
else:
list2.append(cdtime.s2r(l, "days since 1900").value)
min = minimum(list2)
max = maximum(list2)
specification[axis] = (
cdtime.reltime(min, "days since 1900"),
cdtime.reltime(max, "days since 1900"),
)
else: # But if it's not...
specification[axis] = minimum(specs), maximum(specs)
else:
if myconfined[axis] == 1:
raise "Error you are attempting to set the axis: " + str(axes[axis].id) + " more than once"
else:
return 1
return 0
def __init__(self, axis, parent=None):
QtGui.QWidget.__init__(self, parent)
self.isTime = axis.isTime()
self.indexMode = False
self.startIndex = 0
self.isModuloed = False
self.isLat = False
self.isLon = False
# Init Layout
hbox = QtGui.QHBoxLayout()
vbox = QtGui.QVBoxLayout()
vbox.setSpacing(0)
vbox.setMargin(0)
self.setLayout(hbox)
# Init combo box
self.axisCombo = QAxisComboWidget()
hbox.addWidget(self.axisCombo)
# Init sliders
hbox.addLayout(vbox)
self.topLabel = QtGui.QLabel('From', self)
hbox = QtGui.QHBoxLayout()
hbox.addWidget(self.topLabel)
vbox.addLayout(hbox)
self.topSlider = QtGui.QSlider(QtCore.Qt.Horizontal)
self.topSlider.setTickPosition(QtGui.QSlider.TicksAbove)
tip = "Use left/right arrows to move slider by 1 unit"
self.topSlider.setToolTip(tip)
self.bottomSlider = QtGui.QSlider(QtCore.Qt.Horizontal)
self.bottomSlider.setTickPosition(QtGui.QSlider.TicksBelow)
self.bottomSlider.setToolTip(tip)
vbox.addWidget(self.topSlider)
vbox.addWidget(self.bottomSlider)
# Init axis slider value labels
self.bottomLabel = QtGui.QLabel('To', self)
self.bottomLabel.setAlignment(QtCore.Qt.AlignRight)
aLabel = QtGui.QLabel('', self)
hbox = QtGui.QHBoxLayout()
#hbox.addWidget(aLabel)
hbox.addWidget(self.bottomLabel)
vbox.addLayout(hbox)
# Initialize the sliders' and comboBox's values
# self.initialAxis = copy_axis( axis )
self.initAxisValues(axis)
self.setSlidersMinMax()
if self.isModuloed:
self.updateTopSlider(self.findAxisIndex(axis[0]))
else:
self.topSlider.setValue(self.minIndex)
if self.isModuloed:
self.updateBottomSlider(self.findAxisIndex(axis[-1]))
else:
self.bottomSlider.setValue(self.maxIndex)
self.axisCombo.initValues(self.axisValues)
# Connect Signals
self.connect(self.topSlider, QtCore.SIGNAL('valueChanged (int)'),
self.updateMin)
self.connect(self.bottomSlider, QtCore.SIGNAL('valueChanged (int)'),
self.updateMax)
self.connect(self.axisCombo,
QtCore.SIGNAL('axisComboMinValueChanged (int)'),
self.updateTopSlider)
self.connect(self.axisCombo,
QtCore.SIGNAL('axisComboMaxValueChanged (int)'),
self.updateBottomSlider)
if self.isModuloed:
self.updateMin(self.findAxisIndex(axis[0]))
self.updateMax(self.findAxisIndex(axis[-1]))
#Ok at tht point let see if it is a "pinned" axis
if axis.isTime():
k="UVTIMEAXIS"
elif axis.isLatitude():
k="UVLATAXIS"
self.isLat = True
elif axis.isLongitude():
k="UVLONAXIS"
self.isLon = True
elif axis.isLevel():
k="UVLEVELAXIS"
else:
k=axis.id
if k in pins and pins[k]["pinned"]:
v1,v2=pins[k]["vals"]
if axis.isTime():
v1=cdtime.s2r(v1,axis.units,axis.getCalendar()).value
v2=cdtime.s2r(v2,axis.units,axis.getCalendar()).value
try: # If this falis then we don't need to worry about restting or pinning this guy he's outside the range
# But if it faisl other should still be able to be pinned
i1,i2=axis.mapInterval((v1,v2))
self.updateTopSlider(i1)
self.updateBottomSlider(i2)
self.parent().pin.click()
except:
pass
# - a partir d'une chaines de caracteres
ctime = cdtime.s2c('2000-1-1 0')
# - on verifie
print ctime
# -> 2000-1-1 0:0:0.0
# - on verifie des valeurs numeriques
print ctime.year,ctime.day
# -> 2000 1
# Creer un objet 'reltime' : temps relatif
# - en specifiant explicitement (valeur, unites CF)
rtime = cdtime.reltime(50, 'years since 1950')
print '%s | %s | %s' %(rtime,rtime.value,rtime.units)
# -> 50.000000 years since 1950 | 50.0 | years since 1950
# - a partir d'une chaines de caracteres et d'unites
rtime = cdtime.s2r('2000-1-1 0','years since 1950')
print rtime.value
# -> 50.0
# Operations
# - soustraction/addition
print ctime.add(1,cdtime.Year),'|',rtime.add(-1,cdtime.Year)
# -> 2001-1-1 0:0:0.0 | 49.00 years since 1950
# - conversions
rtime2 = ctime.torel('days since 2000')
ctime2 = rtime.tocomp().add(1,cdtime.Year)
# - comparaison
print rtime2 == rtime
# -> True
print ctime2 <= ctime
# -> False