def _test2():
append=0
for fpart in ['dxc-op','dxc-cl']:
g1 = vutils.opendss('anninputs.dss')
g2 = vutils.opendss('annoutputs.dss')
g1.filterBy(fpart)
refs = g1[:]
tw = vutils.timewindow('01oct1975 0000 - 01sep1991 0000')
#tw = vutils.timewindow('01oct1975 0000 - 01oct1976 0000')
inps = []
for i in range(len(refs)):
inps.append(vutils.interpolate(DataReference.create(refs[i],tw).getData(),'1day'))
inputs = []
for i in range(len(inps)):
print 'Building inputs for ',inps[i]
inputs=inputs+buildinput(inps[i],7,10,7) # weekly averages
print 'Built inputs'
outputs = []
ccc_ref = vutils.findpath(g2,'//ccc/ec///%s/'%fpart)[0]
outputs.append(vutils.interpolate(DataReference.create(ccc_ref,tw).getData(),'1day'))
print 'Built outputs'
print 'Dumping patterns'
if append:
dump_patterns(inputs,outputs,'junk',0.75,365,1)
else:
dump_patterns(inputs,outputs,'junk',0.75,365,append)
append = 1
def testspline():
from vutils import opendss, findpath, timewindow, tabulate
infile='/delta/data/dss/dayflo.dss'
inpath='/DELTA/OUT/FLOW//1day//'
tw_str='01JAN1999 0000 - 30JUN1999 2400'
g=opendss(infile)
ref = findpath(g,inpath)[0]
ref = DataReference.create(ref,timewindow(tw_str))
rts=interpolate(ref,outint='15min',offset=48)
tabulate(rts)
def testlinear():
from vutils import opendss, findpath, timewindow, tabulate
infile='h:/data/dss/IEP/hydro.dss'
inpath='/RLTM\+CHAN/RSAC155/FLOW//1HOUR/CDEC/'
tw_str='16JAN1999 1200 - 21JAN1999 1600'
g=opendss(infile)
ref = findpath(g,inpath)[0]
ref = DataReference.create(ref,timewindow(tw_str))
rts=interplinear(ref)
tabulate(rts,ref.getData())
def _test3():
from ANN import fnet_cccec
fpart = 'dxc-op'
g1 = vutils.opendss('anninputs.dss')
g2 = vutils.opendss('annoutputs.dss')
g1.filterBy(fpart)
g2.filterBy(fpart)
refs = g1[:]
tw = vutils.timewindow('01oct1975 0000 - 01sep1991 0000')
#tw = vutils.timewindow('01oct1975 0000 - 01oct1976 0000')
inps = []
for i in range(len(refs)):
inps.append(vutils.interpolate(DataReference.create(refs[i],tw).getData(),'1day'))
inputs = []
for i in range(len(inps)):
print 'Building inputs for ',inps[i]
inputs=inputs+buildinput(inps[i],7,10,7) # weekly averages
print 'Built inputs'
outputs = []
ccc_ref = vutils.findpath(g2,'//ccc/ec///%s/'%fpart)[0]
outputs.append(vutils.interpolate(DataReference.create(ccc_ref,tw).getData(),'1day'))
mi = MultiIterator(inputs)
import jarray
ninps = len(inputs)
input = jarray.zeros(ninps,'f')
output = jarray.zeros(1,'f')
ann = fnet_cccec()
ndata = len(inputs[0])
for input_no in range(365):
mi.advance()
outdata = jarray.zeros(ndata,'f')
while input_no < ndata:
el = mi.getElement()
i=0
while i < ninps:
input[i] = el.getY(i)
i=i+1
ann.engine(input,output,0)
outdata[input_no] = output[0]
mi.advance()
input_no=input_no+1
#
stime = inputs[0].getStartTime()
ti = inputs[0].getTimeInterval()
rtsout = vutils.RegularTimeSeries('/ann/ccc_out/ec///annutils/',str(stime),\
str(ti),outdata)
vutils.plot(rtsout,outputs[0])
rtsout = (rtsout-0.140516)/0.000396563
vutils.writedss('annout.dss','/ann/ccc_out/ec///annutils/',rtsout)
def _test1():
g=vutils.opendss('/delta2/ann/hydrologies/sim809anndv.dss')
refs = vutils.findpath(g,'//ndo/flow-ndo///')
tw = vutils.timewindow('01jan1974 0000 - 01jan1992 0000')
inps = []
for i in range(len(refs)):
inps.append(vutils.interpolate(DataReference.create(refs[i],tw).getData(),'1day'))
print 'Got data for ',tw
scaling = 8.99649e-07
shift = 0.233677
crush(inps[0],scaling,shift)
print 'Crushed data'
inputs = buildinput(inps[0],8,10,7)
print 'Built inputs'
outputs = inps[:]
print 'Dumping patterns'
dump_patterns(inputs,outputs,'junk',0.75)
#!/usr/bin/env /site/scripts/vscript
import sys, os, vutils
def display_missing(ds):
dsi = ds.getIterator()
while not dsi.atEnd():
el = dsi.getElement()
begin_date = None
while not Constants.DEFAULT_FLAG_FILTER.isAcceptable(el) \
and not dsi.atEnd():
if begin_date == None: begin_date = el.getXString()
end_date = el.getXString()
dsi.advance()
el = dsi.getElement()
#print el
if begin_date != None:
print 'Missing for %s to %s'%(begin_date,end_date)
if dsi.atEnd(): break
dsi.advance()
if len(sys.argv) !=3 :
raise "Usage: showmissing dssfile pathname"
dssfile = sys.argv[1]
pathname = sys.argv[2]
g=opendss(dssfile)
refs = vutils.findpath(g,pathname)
if refs == None or len(refs) == 0: raise "No data found for %s & %s"%(dssfile,pathname)
for ref in refs:
display_missing(ref.getData())
#
#!/usr/bin/env /site/scripts/vscript
import sys, os, vutils
def display_missing(ds):
dsi = ds.getIterator()
while not dsi.atEnd():
el = dsi.getElement()
begin_date = None
while not Constants.DEFAULT_FLAG_FILTER.isAcceptable(el) \
and not dsi.atEnd():
if begin_date == None: begin_date = el.getXString()
end_date = el.getXString()
dsi.advance()
el = dsi.getElement()
#print el
if begin_date != None:
print 'Missing for %s to %s'%(begin_date,end_date)
if dsi.atEnd(): break
dsi.advance()
if len(sys.argv) !=3 :
raise "Usage: showmissing dssfile pathname"
dssfile = sys.argv[1]
pathname = sys.argv[2]
g=opendss(dssfile)
refs = vutils.findpath(g,pathname)
if refs == None or len(refs) == 0: raise "No data found for %s & %s"%(dssfile,pathname)
for ref in refs:
display_missing(ref.getData())
#