def sjr_sac(sjr_in, sac_in):
calsimfile = getAttr("CALSIMFILE")
f = opendss(calsimfile) # open CALSIM file
tw = prepro_window()
sjr_path = calsim_path("C639")
sjr_ret_path = calsim_path("R644")
sjr_ref = findpath(f, sjr_path)
if not sjr_ref:
raise "San Joaquin path %s not found" % sjr_path
sjr_ret_ref = findpath(f, sjr_ret_path)
if not sjr_ret_ref:
raise "San Joaquin return flow path %s not found" % sjr_ret_path
sjr = DataReference.create(sjr_ref[0], tw).getData()
sjr_ret = DataReference.create(sjr_ret_ref[0], tw).getData()
sjr_in = sjr + sjr_ret
sac_path = calsim_path("C169")
frwa_div1_path = calsim_path("D168B")
frwa_div2_path = calsim_path("D168C")
sac_ref = findpath(f, sac_path)
if not sac_ref:
raise "Sacramento path %s not found" % sac_path
frwa_div1_ref = findpath(f, frwa_div1_path)
if not frwa_div1_ref:
raise "Freeport Regional Water Authority Diversion path %s not found" % frwa_div1_path
frwa_div2_ref = findpath(f, frwa_div2_path)
if not frwa_div2_ref:
raise "Freeport Regional Water Authority Diversion path %s not found" % frwa_div2_path
sac = DataReference.create(sac_ref[0], tw).getData()
frwa_div1 = DataReference.create(frwa_div1_ref[0], tw).getData()
frwa_div2 = DataReference.create(frwa_div2_ref[0], tw).getData()
sac_in = sac + frwa_div1 + frwa_div2
return
def moke_consumnes():
calsimfile = getAttr("CALSIMFILE")
f = opendss(calsimfile) # open CALSIM file
outfile = getAttr("BOUNDARYFILE")
if not outfile or outfile == "":
raise "Config variable BOUNDARYFILE not set and needed for prepro output"
tw = prepro_window()
moke_us_path = calsim_path("I504")
moke_ref = findpath(f, moke_us_path)
if (moke_ref and len(moke_ref) > 0):
print "Upstream mokelumne flow found, not calculated"
consumnes_path = calsim_path("C501")
moke_ds_path = calsim_path("C504")
consumnes_ref = findpath(f, consumnes_path)
if not consumnes_ref:
raise "Consumnes path %s not found" % consumnes_path
moke_ds_ref = findpath(f, moke_ds_path)
if not moke_ds_ref:
raise "Mokulemne downstream path %s not found" % moke_ds_path
consumnes = DataReference.create(consumnes_ref[0], tw).getData()
moke_ds = DataReference.create(moke_ds_ref[0], tw).getData()
mf = calsim_study_fpart(modify=1)
moke_us_path = calsim_path("I504", mf)
moke_us = moke_ds - consumnes
writedss(outfile, moke_us_path, moke_us)
return
def sjr_sac(sjr_in, sac_in):
calsimfile = getAttr("CALSIMFILE")
f = opendss(calsimfile) # open CALSIM file
tw = prepro_window()
sjr_path = calsim_path("C639")
sjr_ret_path = calsim_path("R644")
sjr_ref = findpath(f, sjr_path)
if not sjr_ref:
raise "San Joaquin path %s not found" % sjr_path
sjr_ret_ref = findpath(f, sjr_ret_path)
if not sjr_ret_ref:
raise "San Joaquin return flow path %s not found" % sjr_ret_path
sjr = DataReference.create(sjr_ref[0], tw).getData()
sjr_ret = DataReference.create(sjr_ret_ref[0], tw).getData()
sjr_in = sjr + sjr_ret
sac_path = calsim_path("C169")
frwa_div1_path = calsim_path("D168B")
frwa_div2_path = calsim_path("D168C")
sac_ref = findpath(f, sac_path)
if not sac_ref:
raise "Sacramento path %s not found" % sac_path
frwa_div1_ref = findpath(f, frwa_div1_path)
if not frwa_div1_ref:
raise "Freeport Regional Water Authority Diversion path %s not found" % frwa_div1_path
frwa_div2_ref = findpath(f, frwa_div2_path)
if not frwa_div2_ref:
raise "Freeport Regional Water Authority Diversion path %s not found" % frwa_div2_path
sac = DataReference.create(sac_ref[0], tw).getData()
frwa_div1 = DataReference.create(frwa_div1_ref[0], tw).getData()
frwa_div2 = DataReference.create(frwa_div2_ref[0], tw).getData()
sac_in = sac + frwa_div1 + frwa_div2
return
def moke_consumnes():
calsimfile = getAttr("CALSIMFILE")
f = opendss(calsimfile) # open CALSIM file
outfile = getAttr("BOUNDARYFILE")
if not outfile or outfile == "":
raise "Config variable BOUNDARYFILE not set and needed for prepro output"
tw = prepro_window()
moke_us_path = calsim_path("I504")
moke_ref = findpath(f, moke_us_path)
if moke_ref and len(moke_ref) > 0:
print "Upstream mokelumne flow found, not calculated"
consumnes_path = calsim_path("C501")
moke_ds_path = calsim_path("C504")
consumnes_ref = findpath(f, consumnes_path)
if not consumnes_ref:
raise "Consumnes path %s not found" % consumnes_path
moke_ds_ref = findpath(f, moke_ds_path)
if not moke_ds_ref:
raise "Mokulemne downstream path %s not found" % moke_ds_path
consumnes = DataReference.create(consumnes_ref[0], tw).getData()
moke_ds = DataReference.create(moke_ds_ref[0], tw).getData()
mf = calsim_study_fpart(modify=1)
moke_us_path = calsim_path("I504", mf)
moke_us = moke_ds - consumnes
writedss(outfile, moke_us_path, moke_us)
return
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 transfer(infile, outfile, select, window, transform, interval, unique=0):
f = opendss(infile)
g = findpath(f, select)
select = select.upper()
if not outfile:
raise "Output file name is None"
if not g or len(g) == 0:
raise "No matches for selection [%s] found in file %s" % (select,
infile)
if (unique and len(g) > 1):
raise "Selection not unique and the unique flag is set true for selection [%s] in file %s" % (
select, infile)
for ref in g:
if window:
r = DataReference.create(ref, window)
if not r:
print "No data in window for reference: %s" % ref
continue
else:
r = DataReference.create(ref)
d = r.getData()
if not d or len(d) == 0:
raise "Data retrieval failed for %s " % ref2
if transform:
transform = transform.lower()
if transform == "period_max":
d = per_max(d, interval.toString())
elif transform == "period_min":
d = per_min(d, interval.toString())
elif transform == "period_ave":
d = per_avg(d, interval.toString())
elif transform == "tidal_ave":
d = tidal_avg(d)
elif transform == "godin":
d = godin(d)
else:
raise "Transform %s not recognized" % transform
p = Pathname.createPathname(d.getName())
if transform:
old_c = p.getPart(Pathname.C_PART)
new_c = old_c + "_" + transform.upper()
p.setPart(Pathname.C_PART, new_c)
path = p.toString()
writedss(outfile, path, d)
del d
del r
#
return
def transfer(infile,outfile,select,window,transform,interval,unique=0):
f=opendss(infile)
g=findpath(f,select)
select=select.upper()
if not outfile:
raise "Output file name is None"
if not g or len(g) == 0:
raise "No matches for selection [%s] found in file %s" % (select,infile)
if (unique and len(g) > 1):
raise "Selection not unique and the unique flag is set true for selection [%s] in file %s" % (select,infile)
for ref in g:
if window:
r = DataReference.create(ref,window)
if not r:
print "No data in window for reference: %s" % ref
continue
else:
r=DataReference.create(ref)
d = r.getData()
if not d or len(d)==0:
raise "Data retrieval failed for %s " % ref2
if transform:
transform=transform.lower()
if transform == "period_max":
d=per_max(d,interval.toString())
elif transform == "period_min":
d=per_min(d,interval.toString())
elif transform == "period_ave":
d=per_avg(d,interval.toString())
elif transform == "tidal_ave":
d=tidal_avg(d)
elif transform == "godin":
d=godin(d)
else:
raise "Transform %s not recognized" %transform
p=Pathname.createPathname(d.getName())
if transform:
old_c=p.getPart(Pathname.C_PART)
new_c=old_c+"_"+transform.upper()
p.setPart(Pathname.C_PART,new_c)
path=p.toString()
writedss(outfile,path,d)
del d
del r
#
return
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 dccOp(infile,outfile,inpath,outpath,allThirty=1,value=1.0,
tw="01OCT1974 0000 - 01OCT1991 0000"):
"""
Converts Delta Cross Channel gate operation
from a CALSIM file containing fraction of days open
Args:
infile CALSIM dss file specifying # days operating
outfile output dss file readable by DSM2
inpath input path, e.g. /CALSIM/DXC/GATE-DAYS-OPEN//1MON//
outpath output path, e.g. /CALSIM/DXC/GATE//IR-YEAR/fpart/
value time series value when gate is opened (must be 1.0 or 2.0),
where 1.0 is used for gate ops and 2.0 is number gates operating.
tw time window of output
allThirty true if CALSIM input is hardwired to thirty day months
"""
from vutils import timewindow
from vdss import opendss,findpath,writedss
from vista.time import TimeWindow
from vista.set import DataReference
import types
g=opendss(infile)
if not (type(outfile) == types.StringType):
raise TypeError("Argument outfile should be name of a dss file")
if not isinstance(tw,TimeWindow):
tw = timewindow(tw)
if not (value==1.0 or value==2.0):
raise "Output time series 'on' value should be 1.0 (gate op) or 2.0 (gates operating)"
x=findpath(g,inpath)[0]
dxcref = DataReference.create(findpath(g,inpath)[0],tw)
dxc=dxcref.getData()
if not dxc:
raise "Cross channel data not found"
dxcITS=daysPerMonthToITS(dxc,value,allThirty)
writedss(outfile,outpath,dxcITS)
return dxcITS
def transfer_flow(nodes_to_transfer):
""" Unsmoothed transfer from CALSIM file to model input file.
"""
calsimfile = getAttr("CALSIMFILE")
f = opendss(calsimfile) # open CALSIM file
outfile = getAttr("BOUNDARYFILE")
if not outfile or outfile == "":
raise "Config variable BOUNDARYFILE not set and needed for prepro output"
tw = prepro_window()
for calsimname in nodes_to_transfer: # Extend the list as needed, but please keep in mind the
# limitations of the conservative spline, at least at present.
# Mainly, input flows should be substantially greater than
# zero at all times (yolo would be inappropriate, for instance)
dsspath = calsim_path(calsimname)
paths = findpath(f, dsspath)
if not paths or len(paths) > 1:
print "File: %s" % calsimfile
raise "Path %s not found or not unique" % dsspath
ref = DataReference.create(paths[0], tw)
monthly = ref.getData()
mf = calsim_study_fpart(modify=1)
dsspath = calsim_path(calsimname, modified_fpart=mf)
if monthly:
writedss(outfile, dsspath, monthly)
else:
raise "Failure to find CALSIM input data for: " + calsimname
def extend_flow(nodes_to_extend):
""" Copying WY1922 data to WY1921 for allowing to preprocessing and running DSM2
from 01Jan1921.
"""
calsimfile = getAttr("CALSIMFILE")
f = opendss(calsimfile) # open CALSIM file
outfile = getAttr("BOUNDARYFILE")
if not outfile or outfile == "":
raise "Config variable BOUNDARYFILE not set and needed for prepro output"
tw = timewindow("01OCT1921 0000 - 01OCT1922 0000")
for calsimname in nodes_to_extend:
print calsimname
dsspath = calsim_path(calsimname)
paths = findpath(f, dsspath)
if not paths or len(paths) > 1:
print "File: %s" % calsimfile
raise "Path %s not found or not unique" % dsspath
ref = DataReference.create(paths[0], tw)
monthly = ref.getData()
itr = monthly.getIterator()
d = zeros(len(monthly), 'd')
count = 0
while not itr.atEnd():
el = itr.getElement()
d[count] = el.getY()
count = count + 1
itr.advance()
stime = "01OCT1920 0000"
rts = RegularTimeSeries(monthly.getName(),stime, \
timeinterval("1MON").toString(), d, None, monthly.getAttributes())
writedss(calsimfile, ref.getPathname().toString(), rts)
def extend_flow(nodes_to_extend):
""" Copying WY1922 data to WY1921 for allowing to preprocessing and running DSM2
from 01Jan1921.
"""
calsimfile=getAttr("CALSIMFILE")
f=opendss(calsimfile) # open CALSIM file
outfile=getAttr("BOUNDARYFILE")
if not outfile or outfile == "":
raise "Config variable BOUNDARYFILE not set and needed for prepro output"
tw=timewindow("01OCT1921 0000 - 01OCT1922 0000")
for calsimname in nodes_to_extend:
print calsimname
dsspath = calsim_path(calsimname)
paths = findpath(f,dsspath)
if not paths or len(paths)>1:
print "File: %s" % calsimfile
raise "Path %s not found or not unique" % dsspath
ref=DataReference.create(paths[0],tw)
monthly=ref.getData()
itr = monthly.getIterator()
d=zeros(len(monthly),'d')
count=0
while not itr.atEnd():
el = itr.getElement()
d[count] = el.getY()
count = count + 1
itr.advance()
stime = "01OCT1920 0000"
rts = RegularTimeSeries(monthly.getName(),stime, \
timeinterval("1MON").toString(), d, None, monthly.getAttributes())
writedss(calsimfile,ref.getPathname().toString(),rts)
def transfer_flow(nodes_to_transfer):
""" Unsmoothed transfer from CALSIM file to model input file.
"""
calsimfile = getAttr("CALSIMFILE")
f = opendss(calsimfile) # open CALSIM file
outfile = getAttr("BOUNDARYFILE")
if not outfile or outfile == "":
raise "Config variable BOUNDARYFILE not set and needed for prepro output"
tw = prepro_window()
for calsimname in nodes_to_transfer: # Extend the list as needed, but please keep in mind the
# limitations of the conservative spline, at least at present.
# Mainly, input flows should be substantially greater than
# zero at all times (yolo would be inappropriate, for instance)
dsspath = calsim_path(calsimname)
paths = findpath(f, dsspath)
if not paths or len(paths) > 1:
print "File: %s" % calsimfile
raise "Path %s not found or not unique" % dsspath
ref = DataReference.create(paths[0], tw)
monthly = ref.getData()
mf = calsim_study_fpart(modify=1)
dsspath = calsim_path(calsimname, modified_fpart=mf)
if monthly:
writedss(outfile, dsspath, monthly)
else:
raise "Failure to find CALSIM input data for: " + calsimname
def transfer_ec():
""" Unsmoothed transfer from CALSIM file to model input file.
"""
f=opendss(getAttr("CALSIMFILE")) # open CALSIM file
outfile=getAttr("BOUNDARYFILE")
process=getAttr("SJR_PROCESS")
if not outfile or outfile == "":
raise "Config variable BOUNDARYFILE not set and needed for prepro output"
tw=prepro_window()
calsimstudy=calsim_study_fpart(modify=0)
calsimstudyout=calsim_study_fpart(modify=1)
if not calsimstudy or calsimstudy=="":
print "CALSIMSTUDY envvar not set"
dsspath="/CALSIM.*/VERNWQFINAL/SALINITY-EC//1MON/%s/" % calsimstudy
processedpath=dsspath.replace(".*","-"+process).replace(
"1MON","1DAY").replace(calsimstudy,calsimstudyout)
print processedpath
refs=findpath(f,dsspath)
if not refs or len(refs)> 1:
raise "Vernalis EC path %s not found or not unique" % dsspath
ref=DataReference.create(refs[0],tw)
monthly=ref.getData()
daily=interpolate(monthly,"1DAY")
if daily:
writedss(outfile,processedpath, daily)
else:
raise "Failure to find CALSIM input data for: " + calsimname
return
def txfr_flow_day(nodes_to_txfr_day):
""" Unsmoothed transfer from CALSIM file to model input file.
"""
calsimfile = getAttr("CALSIMFILE")
f = opendss(calsimfile) # open CALSIM file
outfile = getAttr("BOUNDARYFILE")
if not outfile or outfile == "":
raise "Config variable BOUNDARYFILE not set and needed for prepro output"
tw = prepro_window()
for calsimname in nodes_to_txfr_day: # Extend the list as needed
mf = calsim_study_fpart(modify=1)
dsspath = calsim_path(calsimname)
dsspath1 = calsim_path(calsimname, modified_fpart=mf)
processedpath = dsspath1.replace("1MON", "1DAY")
print dsspath
print processedpath
paths = findpath(f, dsspath)
if not paths or len(paths) > 1:
print "File: %s" % calsimfile
raise "Path %s not found or not unique" % dsspath
ref = DataReference.create(paths[0], tw)
monthly = ref.getData()
daily = interpolate(monthly, "1DAY")
if daily:
writedss(outfile, processedpath, daily)
else:
raise "Failure to find CALSIM input data for: " + calsimname
def txfr_flow_day(nodes_to_txfr_day):
""" Unsmoothed transfer from CALSIM file to model input file.
"""
calsimfile = getAttr("CALSIMFILE")
f = opendss(calsimfile) # open CALSIM file
outfile = getAttr("BOUNDARYFILE")
if not outfile or outfile == "":
raise "Config variable BOUNDARYFILE not set and needed for prepro output"
tw = prepro_window()
for calsimname in nodes_to_txfr_day: # Extend the list as needed
mf = calsim_study_fpart(modify=1)
dsspath = calsim_path(calsimname)
dsspath1 = calsim_path(calsimname, modified_fpart=mf)
processedpath = dsspath1.replace("1MON", "1DAY")
print dsspath
print processedpath
paths = findpath(f, dsspath)
if not paths or len(paths) > 1:
print "File: %s" % calsimfile
raise "Path %s not found or not unique" % dsspath
ref = DataReference.create(paths[0], tw)
monthly = ref.getData()
daily = interpolate(monthly, "1DAY")
if daily:
writedss(outfile, processedpath, daily)
else:
raise "Failure to find CALSIM input data for: " + calsimname
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 prep_ndo(calsimf, dss_step, dss_fpart, twstr):
ndofile = opendss(calsimf)
TWIND = timewindow(twstr)
ndo = DataReference.create(
findpath(ndofile, "/CALSIM/NDO/FLOW-NDO//" + dss_step + "/" +
dss_fpart + "/")[0], TWIND).getData()
ndo15 = conserve.conserveSpline(ndo, "15MIN")
ndo15.getAttributes().setYUnits("CFS")
ndo15.getAttributes().setYType("PER-AVER")
writedss(calsimf, "/CALSIM/NDO/FLOW-NDO//15MIN/" + dss_fpart + "/", ndo15)
return 0
def calaveras():
calsimfile = getAttr("CALSIMFILE")
f = opendss(calsimfile) # open CALSIM file
outfile = getAttr("BOUNDARYFILE")
if not outfile or outfile == "":
raise "Config variable BOUNDARYFILE not set and needed for prepro output"
tw = prepro_window()
cal_path = calsim_path("C508")
cal_ret_path = calsim_path("R514")
cal_ref = findpath(f, cal_path)
if not cal_ref:
raise "Calaveras path %s not found" % cal_path
cal_ret_ref = findpath(f, cal_ret_path)
if not cal_ret_ref:
raise "Calaveras return flow path %s not found" % cal_ret_path
cal = DataReference.create(cal_ref[0], tw).getData()
cal_ret = DataReference.create(cal_ret_ref[0], tw).getData()
mf = calsim_study_fpart(modify=1)
cal_in_path = calsim_path("C508_R514", mf)
cal_in = cal + cal_ret
writedss(outfile, cal_in_path, cal_in)
return
def copy_dicu_flow():
""" Unsmoothed transfer from DICU file to model input file.
"""
dicufile=getAttr("DICUFLOWFILE")
f=opendss(dicufile) # open CALSIM file
outfile=getAttr("DICUFILE")
if not outfile or outfile == "":
raise "Config variable BOUNDARYFILE not set and needed for prepro output"
tw=prepro_window()
for item in f :
ref=DataReference.create(item,tw)
data=ref.getData()
writedss(outfile,ref.getPathname().toString(), data)
def copy_dicu_flow():
""" Unsmoothed transfer from DICU file to model input file.
"""
dicufile=getAttr("DICUFLOWFILE")
f=opendss(dicufile) # open CALSIM file
outfile=getAttr("DICUFILE")
if not outfile or outfile == "":
raise "Config variable BOUNDARYFILE not set and needed for prepro output"
tw=prepro_window()
for item in f :
ref=DataReference.create(item,tw)
data=ref.getData()
writedss(outfile,ref.getPathname().toString(), data)
def calaveras():
calsimfile = getAttr("CALSIMFILE")
f = opendss(calsimfile) # open CALSIM file
outfile = getAttr("BOUNDARYFILE")
if not outfile or outfile == "":
raise "Config variable BOUNDARYFILE not set and needed for prepro output"
tw = prepro_window()
cal_path = calsim_path("C508")
cal_ret_path = calsim_path("R514")
cal_ref = findpath(f, cal_path)
if not cal_ref:
raise "Calaveras path %s not found" % cal_path
cal_ret_ref = findpath(f, cal_ret_path)
if not cal_ret_ref:
raise "Calaveras return flow path %s not found" % cal_ret_path
cal = DataReference.create(cal_ref[0], tw).getData()
cal_ret = DataReference.create(cal_ret_ref[0], tw).getData()
mf = calsim_study_fpart(modify=1)
cal_in_path = calsim_path("C508_R514", mf)
cal_in = cal + cal_ret
writedss(outfile, cal_in_path, cal_in)
return
def dss_retrieve_ts(file, path, *arg):
f = opendss(file)
g = findpath(f, path)
if g == None or len(g) != 1:
raise ValueError("Path %s in file s% does not exist or is not unique" %
(path, file))
if len(arg) > 1:
raise ValueError("usage: file, dss_path, time window")
elif len(arg) == 1:
twind = timewindow(arg[0])
return DataReference.create(g[0], twind).getData()
else:
return g[0].getData()
def get_data(tidefile, twstr, filter):
tf = opentidefile(tidefile)
if twstr != None:
print 'Timewindow: %s' % twstr
tw = timewindow(twstr)
else:
tw = None
refs = tf.find(filter)
if refs and len(refs) == 1:
print "Getting data..."
if tw != None:
ref = DataReference.create(refs[0], tw)
else:
ref = refs[0]
return ref.data
else:
print 'No data found for filter: %s' % filter
def get_data(tidefile, twstr, filter):
tf = opentidefile(tidefile)
if twstr != None:
print 'Timewindow: %s' % twstr
tw = timewindow(twstr)
else:
tw = None
refs = tf.find(filter)
if refs and len(refs) == 1:
print "Getting data..."
if tw != None:
ref = DataReference.create(refs[0], tw)
else:
ref = refs[0]
return ref.data
else:
print 'No data found for filter: %s' % filter
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)
def copy_stage():
""" Unsmoothed transfer from DICU file to model input file.
"""
sourcefile=getAttr("STAGE_SOURCE_FILE")
f=opendss(sourcefile)
outfile=getAttr("STAGEFILE")
stageversion=getAttr("STAGE_VERSION")
dsspath="/FILL\+CHAN/RSAC054/STAGE//15MIN/%s/" % stageversion
if not outfile or outfile == "":
raise "Config variable BOUNDARYFILE not set and needed for prepro output"
tw=prepro_window()
ref = findpath(f,dsspath)
if len(ref) != 1:
raise "Stage path not found or not unique. Found refs: %s" % ref
ref=DataReference.create(ref[0],tw)
data=ref.getData()
writedss(outfile,ref.getPathname().toString(), data)
def copy_stage():
""" Unsmoothed transfer from DICU file to model input file.
"""
sourcefile = getAttr("STAGE_SOURCE_FILE")
f = opendss(sourcefile)
outfile = getAttr("STAGEFILE")
stageversion = getAttr("STAGE_VERSION")
dsspath = "/FILL\+CHAN/RSAC054/STAGE//15MIN/%s/" % stageversion
if not outfile or outfile == "":
raise "Config variable BOUNDARYFILE not set and needed for prepro output"
tw = prepro_window()
ref = findpath(f, dsspath)
if len(ref) != 1:
raise "Stage path not found or not unique. Found refs: %s" % ref
ref = DataReference.create(ref[0], tw)
data = ref.getData()
writedss(outfile, ref.getPathname().toString(), data)
def get_reservoir_volumes_data(tidefile,reservoir_names, twstr):
tf=opentidefile(tidefile)
volumes=[]
if twstr != None:
print 'Timewindow: %s'%twstr
tw=timewindow(twstr)
else:
tw=None
for name in reservoir_names:
print 'Reservoir: %s'%name
refs=tf.find(['','^%s$'%name,'VOLUME'])
if refs and len(refs)==1:
print "Getting data %s"%(str(name))
if tw!=None:
ref=DataReference.create(refs[0],tw)
else:
ref=refs[0]
volumes.append(ref.data)
return volumes
def get_reservoir_volumes_data(tidefile, reservoir_names, twstr):
tf = opentidefile(tidefile)
volumes = []
if twstr != None:
print 'Timewindow: %s' % twstr
tw = timewindow(twstr)
else:
tw = None
for name in reservoir_names:
print 'Reservoir: %s' % name
refs = tf.find(['', '^%s$' % name, 'VOLUME'])
if refs and len(refs) == 1:
print "Getting data %s" % (str(name))
if tw != None:
ref = DataReference.create(refs[0], tw)
else:
ref = refs[0]
volumes.append(ref.data)
return volumes
def smooth_flow(nodes_to_smooth):
""" A slightly smoothed version of monthly flows to avoid sharp transitions
between months. Uses a tension spline.
"""
calsimfile = getAttr("CALSIMFILE")
f = opendss(calsimfile) # open CALSIM file
outfile = getAttr("BOUNDARYFILE")
if not outfile or outfile == "":
raise "Config variable BOUNDARYFILE not set and needed for prepro output"
fpart_mod = calsim_study_fpart(modify=1)
tw = prepro_window()
for calsimname in nodes_to_smooth: # Extend the list as needed, but please keep in mind the
# limitations of the conservative spline, at least at present.
# Mainly, input flows should be substantially greater than
# zero at all times (yolo would be inappropriate, for instance)
dsspath = calsim_path(calsimname)
paths = findpath(f, dsspath)
if not paths or len(paths) > 1:
print "File: %s" % calsimfile
raise "Path %s not found or not unique" % dsspath
ref = DataReference.create(paths[0], tw)
monthly = ref.getData()
if monthly:
if len(monthly) < 4:
raise "Length of monthly data too short for smoothing. Wrong time window?"
try:
daily = conserve.conserveSpline(monthly, "1DAY")
except:
print "Failure to smooth path: %s over time window: %s" % (
paths[0], tw)
raise
daily.getAttributes().setYUnits(Units.CFS)
writedss(outfile,
"/CALSIM-SMOOTH/"+calsimname+"/FLOW/1DAY//" \
+fpart_mod+"/",
daily)
else:
raise "Failure to find CALSIM input data for: " + calsimname
def smooth_flow(nodes_to_smooth):
""" A slightly smoothed version of monthly flows to avoid sharp transitions
between months. Uses a tension spline.
"""
calsimfile=getAttr("CALSIMFILE")
f=opendss(calsimfile) # open CALSIM file
outfile=getAttr("BOUNDARYFILE")
if not outfile or outfile == "":
raise "Config variable BOUNDARYFILE not set and needed for prepro output"
fpart_mod=calsim_study_fpart(modify=1)
tw=prepro_window()
for calsimname in nodes_to_smooth: # Extend the list as needed, but please keep in mind the
# limitations of the conservative spline, at least at present.
# Mainly, input flows should be substantially greater than
# zero at all times (yolo would be inappropriate, for instance)
dsspath = calsim_path(calsimname)
paths=findpath(f,dsspath)
if not paths or len(paths)>1:
print "File: %s" % calsimfile
raise "Path %s not found or not unique" % dsspath
ref=DataReference.create(paths[0],tw)
monthly=ref.getData()
if monthly:
if len(monthly) < 4:
raise "Length of monthly data too short for smoothing. Wrong time window?"
try:
daily=conserve.conserveSpline(monthly,"1DAY")
except:
print "Failure to smooth path: %s over time window: %s" % (paths[0], tw)
raise
daily.getAttributes().setYUnits(Units.CFS)
writedss(outfile,
"/CALSIM-SMOOTH/"+calsimname+"/FLOW/1DAY//" \
+fpart_mod+"/",
daily)
else:
raise "Failure to find CALSIM input data for: " + calsimname
def get_volumes_data(tidefile, channel_ranges, twstr):
tf = opentidefile(tidefile)
volumes = []
if twstr != None:
print 'Timewindow: %s' % twstr
tw = timewindow(twstr)
else:
tw = None
for chan_range in channel_ranges:
lo, hi = chan_range
print lo, hi
for chan in range(int(lo), int(hi + 1)):
refs = tf.find(['', '^%s$' % chan, 'VOLUME'])
if refs and len(refs) == 1:
print "Getting data %s" % (str(chan))
if tw != None:
ref = DataReference.create(refs[0], tw)
else:
ref = refs[0]
volumes.append(ref.data)
return volumes
def get_volumes_data(tidefile,channel_ranges, twstr):
tf=opentidefile(tidefile)
volumes=[]
if twstr != None:
print 'Timewindow: %s'%twstr
tw=timewindow(twstr)
else:
tw=None
for chan_range in channel_ranges:
lo,hi=chan_range
print lo,hi
for chan in range(int(lo),int(hi+1)):
refs=tf.find(['','^%s$'%chan,'VOLUME'])
if refs and len(refs)==1:
print "Getting data %s"%(str(chan))
if tw!=None:
ref=DataReference.create(refs[0],tw)
else:
ref=refs[0]
volumes.append(ref.data)
return volumes
def dccOp(infile,
outfile,
inpath,
outpath,
allThirty=1,
value=1.0,
tw="01OCT1974 0000 - 01OCT1991 0000"):
"""
Converts Delta Cross Channel gate operation
from a CALSIM file containing fraction of days open
Args:
infile CALSIM dss file specifying # days operating
outfile output dss file readable by DSM2
inpath input path, e.g. /CALSIM/DXC/GATE-DAYS-OPEN//1MON//
outpath output path, e.g. /CALSIM/DXC/GATE//IR-YEAR/fpart/
value time series value when gate is opened (must be 1.0 or 2.0),
where 1.0 is used for gate ops and 2.0 is number gates operating.
tw time window of output
allThirty true if CALSIM input is hardwired to thirty day months
"""
from vutils import timewindow
from vdss import opendss, findpath, writedss
from vista.time import TimeWindow
from vista.set import DataReference
import types
g = opendss(infile)
if not (type(outfile) == types.StringType):
raise TypeError("Argument outfile should be name of a dss file")
if not isinstance(tw, TimeWindow):
tw = timewindow(tw)
if not (value == 1.0 or value == 2.0):
raise "Output time series 'on' value should be 1.0 (gate op) or 2.0 (gates operating)"
x = findpath(g, inpath)[0]
dxcref = DataReference.create(findpath(g, inpath)[0], tw)
dxc = dxcref.getData()
if not dxc:
raise "Cross channel data not found"
dxcITS = daysPerMonthToITS(dxc, value, allThirty)
writedss(outfile, outpath, dxcITS)
return dxcITS
else:
tw = prepro_window("16yr")
tws = str(tw)
print "Using time window: %s (dcc processing may exceed your run dates)" % tws
dcc.dccOp(
getAttr('CALSIMFILE'), # CALSIM DSS file (input for DSM2)
getAttr('GATEFILE'), # processed gate DSS file (will be input for DSM2)
'/CALSIM/DXC/GATE-DAYS-OPEN//1MON//' + getAttr('CALSIMSTUDY') + '/', # CALSIM DXC pathname
'/CALSIM-PROCESSED/DCC/OP//IR-YEAR/' + \
getAttr('CALSIMSTUDY') + '/', # processed cross channel pathname
0, # 0: CALSIM input is hardwired to 30-day months
1, # operate gate between 0 & 1
tws # time window
)
print 'Copying gate ops for Clifton Court'
path='/PLANNING\+GATE/CHWST000/OP-FROM-NODE//IR-YEAR/%s/' \
% getAttr("CLIFTONCT_GATEOP")
f=vdss.opendss(getAttr('CLIFTONCT_GATEFILE'))
g=vdss.findpath(f,path)
if ( not g or len(g) != 1):
raise "Path not found or not unique: %s" % (path)
ts=DataReference.create(g[0]).getData()
vdss.writedss(getAttr('GATEFILE'),path.replace("\\",""),ts)
print "Finished with clifton court transfer"
sys.exit(0)
#
def planning_ec_mtz(): # MTZ = RSAC054 BC for the qual
DEBUG = 0
OUTPUT=config.getAttr('QUALBOUNDARYFILE')
calsimfile = config.getAttr('CALSIMFILE')
vamp_corrected_dss = config.getAttr('CALSIM_VAMP')
CALSIM=opendss(calsimfile)
PLANNINGTIDE=opendss(config.getAttr('STAGE_SOURCE_FILE'))
STEP=string.lower(config.getAttr('CALSIMSTEP'))
SJR_PROCESS=config.getAttr("SJR_PROCESS")
outputpath="/FILL+CHAN/RSAC054/EC//15MIN/"+config.getAttr("DSM2MODIFIER")+"/"
if not(OUTPUT and os.path.exists(OUTPUT)):
raise "Envvar QUALBOUNDARYFILE must exist as destination for EC"
startyr=int(config.getAttr('START_DATE')[5:])
endyr=int(config.getAttr('END_DATE')[5:])
if (startyr < 1974 and endyr > 1991):
# blocks= [ "01NOV1921 0000 - 01OCT1940 0000",
blocks= [ "01FEB1921 0000 - 01OCT1940 0000",
"01OCT1940 0000 - 01OCT1960 0000",
"01OCT1960 0000 - 01OCT1974 0000",
"01OCT1974 0000 - 01OCT1991 0000",
"01OCT1991 0000 - 01OCT2003 0000"
]
else:
blocks = [ "01OCT1974 0000 - 01OCT1991 0000" ]
# for memory reasons (year 2001).
g0=5000. # initial value of g (antecedent outflow) for the beginning
# of the first year. This is pretty arbitrary and makes little difference
if DEBUG:
g0_no_vamp = 5000.
for twstr in blocks:
TWIND=timewindow(twstr) # Actual period to be estimated
print "Calculating boundary salinity for the period "+TWIND.toString()
TWINDBUF=grow_window(TWIND,"1MON","1MON") # Conservative buffered period for retrieval
# so that after prelimiary operations (e.g. time average)
# time series will still span at least TWIND
fpart=calsim_study_fpart(modify=0)
ndo=DataReference.create(findpath(CALSIM,"/CALSIM/NDO/FLOW-NDO//"+STEP+"/"
+fpart+"/")[0],TWIND).getData()
ndo15=conserve.conserveSpline(ndo,"15MIN")
ndo15_no_vamp = 0
if DEBUG:
ndo15_no_vamp = ndo15
# removed since currently there is no difference between vamp and monthly average.
# calc vamp caused ndo change
# if (SJR_PROCESS.upper()=="SINGLE_STEP") or (SJR_PROCESS.upper()=="MULTI_STEP"):
# fpart_modified=calsim_study_fpart(modify=1)
# delta_ndo = vamp_ndo.calc_vamp_delta_ndo(calsimfile,vamp_corrected_dss,fpart,fpart_modified,SJR_PROCESS)
# ndo15 = ndo15 + interpolate(delta_ndo, "15MIN")
astro_stage_version = config.getAttr("ASTRO_STAGE_VERSION")
mtzastro=DataReference.create(findpath(PLANNINGTIDE,"/FILL\+CHAN/RSAC054/STAGE//15MIN/"+astro_stage_version + "/")[0],TWINDBUF).getData()
astrorms=godin((mtzastro*mtzastro)**0.5) # RMS energy of tide (used to predict filling and draining)
dastrorms=( (astrorms-(astrorms>>1))*96. ).createSlice(TWIND)
fifteenflo2=ndo15 - 40000*(dastrorms)
# call to ec estimator. all parameters are included. g0 is an
[mtzecest, g1]=ec_boundary.ECEst(mtzastro,fifteenflo2,beta=600,npow1=0.75,npow2=1,g0=g0,zrms=astrorms)
if DEBUG:
fifteenflo2_no_vamp = ndo15_no_vamp - 40000*(dastrorms)
[mtzecest_no_vamp, g1_no_vamp]=ec_boundary.ECEst(mtzastro,fifteenflo2_no_vamp,beta=600,npow1=0.75,npow2=1,g0=g0_no_vamp,zrms=astrorms)
g0_no_vamp = g1_no_vamp
writedss("out_ec_check","/CALC/ndo_no_vamp/ndo////", ndo15_no_vamp)
writedss("out_ec_check","/CALC/ndo_with_vamp/ndo////", ndo15)
writedss("out_ec_check","/CALC/ndo_no_vamp/ec////", mtzecest_no_vamp)
writedss("out_ec_check","/CALC/ndo_with_vamp/ec////", mtzecest)
writedss(OUTPUT,outputpath,mtzecest)
g0=g1
return 0
def smooth_flow2():
""" A slightly smoothed version of monthly flows to avoid sharp transitions
between months. Uses a tension spline.
"""
calsimfile = getAttr("CALSIMFILE")
f = opendss(calsimfile) # open CALSIM file
outfile = getAttr("BOUNDARYFILE")
if not outfile or outfile == "":
raise "Config variable BOUNDARYFILE not set and needed for prepro output"
fpart_mod = calsim_study_fpart(modify=1)
tw = prepro_window()
print "Preparing SAC and SJR Inflows"
sjr_path = calsim_path("C639")
sjr_ret_path = calsim_path("R644")
sjr_ref = findpath(f, sjr_path)
if not sjr_ref:
raise "San Joaquin path %s not found" % sjr_path
sjr_ret_ref = findpath(f, sjr_ret_path)
if not sjr_ret_ref:
raise "San Joaquin return flow path %s not found" % sjr_ret_path
sjr = DataReference.create(sjr_ref[0], tw) #.getData()
sjr_ret = DataReference.create(sjr_ret_ref[0], tw) #.getData()
sjr_in = sjr + sjr_ret
sac_path = calsim_path("C169")
frwa_div1_path = calsim_path("D168B")
frwa_div2_path = calsim_path("D168C")
sac_ref = findpath(f, sac_path)
if not sac_ref:
raise "Sacramento path %s not found" % sac_path
frwa_div1_ref = findpath(f, frwa_div1_path)
if not frwa_div1_ref:
raise "Freeport Regional Water Authority Diversion path %s not found" % frwa_div1_path
frwa_div2_ref = findpath(f, frwa_div2_path)
if not frwa_div2_ref:
raise "Freeport Regional Water Authority Diversion path %s not found" % frwa_div2_path
sac = DataReference.create(sac_ref[0], tw) #.getData()
frwa_div1 = DataReference.create(frwa_div1_ref[0], tw) #.getData()
frwa_div2 = DataReference.create(frwa_div2_ref[0], tw) #.getData()
sac_in = sac + frwa_div1 + frwa_div2
# sjr_sac(sjr_inf,sac_inf)
print "smoothing SAC"
sac_mon = sac_in.getData()
if sac_mon:
if len(sac_mon) < 4:
raise "Length of monthly data too short for smoothing. Wrong time window?"
try:
sac_day = conserve.conserveSpline(sac_mon, "1DAY")
except:
print "Failure to smooth path: %s over time window: %s" % (
"C169_D168B_D168C", tw)
raise
sac_day.getAttributes().setYUnits(Units.CFS)
writedss(outfile,
"/CALSIM-SMOOTH/C169_D168B_D168C/FLOW/1DAY//" \
+fpart_mod+"/",sac_day)
else:
raise "Failure to find monthly data for C169+D168B+D168C"
print "smoothing SJR"
sjr_mon = sjr_in.getData()
if sjr_mon:
if len(sjr_mon) < 4:
raise "Length of monthly data too short for smoothing. Wrong time window?"
try:
sjr_day = conserve.conserveSpline(sjr_mon, "1DAY")
except:
print "Failure to smooth path: %s over time window: %s" % (
"C639_R644", tw)
raise
sjr_day.getAttributes().setYUnits(Units.CFS)
writedss(outfile,
"/CALSIM-SMOOTH/C639_R644/FLOW/1DAY//" \
+fpart_mod+"/",sjr_day)
else:
raise "Failure to find monthly data for C639+R644"
from vutils import *
from vtimeseries import *
def writecsv(filename, ts):
h = open(filename, 'w')
h.write(ts.name + '\n')
for e in ts:
h.write("%s,%s\n" % (e.getXString(), e.getYString()))
h.close()
#
g = opendss('../testdata/ex3-base.dss')
bpart = 'CLFCT'
cpart = 'STAGE'
epart = '15MIN'
refs = findparts(g, b=bpart, c=cpart, e=epart)
if refs == None or len(refs) == 0:
print 'No data found for %s/%s//%s/' % (bpart, cpart, epart)
ref = refs[0]
from vista.set import DataReference
twstr = '01DEC1987 0100-05DEC1987 2400'
ref = DataReference.create(ref, timewindow(twstr))
ts = ref.data
filename = '%s_%s.txt' % (bpart, cpart)
#writeascii(filename,ts)
writecsv(filename, ts)
print 'Done'
if int(sdate[5:]) < 1974:
tw = prepro_window("82yr")
else:
tw = prepro_window("16yr")
tws = str(tw)
print "Using time window: %s (dcc processing may exceed your run dates)" % tws
dcc.dccOp(
getAttr('CALSIMFILE'), # CALSIM DSS file (input for DSM2)
getAttr('GATEFILE'), # processed gate DSS file (will be input for DSM2)
'/CALSIM/DXC/GATE-DAYS-OPEN//1MON//' + getAttr('CALSIMSTUDY') + '/', # CALSIM DXC pathname
'/CALSIM-PROCESSED/DCC/OP//IR-YEAR/' + \
getAttr('CALSIMSTUDY') + '/', # processed cross channel pathname
0, # 0: CALSIM input is hardwired to 30-day months
1, # operate gate between 0 & 1
tws # time window
)
print 'Copying gate ops for Clifton Court'
path='/PLANNING\+GATE/CHWST000/OP-FROM-NODE//IR-YEAR/%s/' \
% getAttr("CLIFTONCT_GATEOP")
f = vdss.opendss(getAttr('CLIFTONCT_GATEFILE'))
g = vdss.findpath(f, path)
if (not g or len(g) != 1):
raise "Path not found or not unique: %s" % (path)
ts = DataReference.create(g[0]).getData()
vdss.writedss(getAttr('GATEFILE'), path.replace("\\", ""), ts)
print "Finished with clifton court transfer"
sys.exit(0)
#
def planning_ec_mtz(): # MTZ = RSAC054 BC for the qual
DEBUG = 0
OUTPUT = config.getAttr('QUALBOUNDARYFILE')
calsimfile = config.getAttr('CALSIMFILE')
CALSIM = opendss(calsimfile)
PLANNINGTIDE = opendss(config.getAttr('STAGE_SOURCE_FILE'))
outputpath = "/FILL+CHAN/RSAC054/EC//15MIN/" + config.getAttr(
"DSM2MODIFIER") + "/"
if not (OUTPUT and os.path.exists(OUTPUT)):
raise "Envvar QUALBOUNDARYFILE must exist as destination for EC"
startyr = int(config.getAttr('START_DATE')[5:])
endyr = int(config.getAttr('END_DATE')[5:])
if (startyr < 1974 and endyr > 1991):
blocks = [
"01NOV1921 0000 - 01OCT1940 0000",
"01OCT1940 0000 - 01OCT1960 0000",
"01OCT1960 0000 - 01OCT1974 0000",
"01OCT1974 0000 - 01OCT1991 0000",
"01OCT1991 0000 - 01OCT2003 0000"
] # for memory reasons (year 2001).
else:
blocks = ["01OCT1974 0000 - 01OCT1991 0000"]
g0 = 5000. # initial value of g (antecedent outflow) for the beginning
# of the first year. This is pretty arbitrary and makes little difference
for twstr in blocks:
TWIND = timewindow(twstr) # Actual period to be estimated
print "Calculating boundary salinity for the period " + TWIND.toString(
)
TWINDBUF = grow_window(
TWIND, "1MON",
"1MON") # Conservative buffered period for retrieval
# so that after prelimiary operations (e.g. time average)
# time series will still span at least TWIND
fpart = calsim_study_fpart(modify=0)
ndo15 = DataReference.create(
findpath(CALSIM, "/CALSIM/NDO/FLOW-NDO//15MIN/" + fpart + "/")[0],
TWIND).getData()
astro_stage_version = config.getAttr("ASTRO_STAGE_VERSION")
mtzastro = DataReference.create(
findpath(
PLANNINGTIDE, "/FILL\+CHAN/RSAC054/STAGE//15MIN/" +
astro_stage_version + "/")[0], TWINDBUF).getData()
if 'NAVD' in astro_stage_version:
mtzastro = mtzastro - 2.68
writedss(
CALSIM, "/FILL\+CHAN/RSAC054/STAGE//15MIN/" +
astro_stage_version.replace('NAVD', 'NGVD') + "/", mtzastro)
astrorms = godin(
(mtzastro * mtzastro)**
0.5) # RMS energy of tide (used to predict filling and draining)
dastrorms = ((astrorms - (astrorms >> 1)) * 96.).createSlice(TWIND)
fifteenflo2 = ndo15 - 53411.1 * (dastrorms)
# call to ec estimator. all parameters are included.
so, sb = 37196, 2328.1
c = [
-6.00E-05, 7.30E-05, -1.00E-05, -3.00E-05, 1.70E-06, -1.00E-04,
4.50E-05, -1.00E-04
]
[mtzecest, g1] = ec_boundary.ECEst(mtzastro,
fifteenflo2,
so,
sb,
beta=420.5205,
npow1=0.7750588,
npow2=1,
g0=g0,
zrms=astrorms,
c=c)
writedss(OUTPUT, outputpath, mtzecest)
g0 = g1
return 0
def planning_ec_mtz(): # MTZ = RSAC054 BC for the qual
DEBUG = 0
OUTPUT=config.getAttr('QUALBOUNDARYFILE')
calsimfile = config.getAttr('CALSIMFILE')
vamp_corrected_dss = config.getAttr('CALSIM_VAMP')
CALSIM=opendss(calsimfile)
PLANNINGTIDE=opendss(config.getAttr('STAGE_SOURCE_FILE'))
STEP=string.lower(config.getAttr('CALSIMSTEP'))
SJR_PROCESS=config.getAttr("SJR_PROCESS")
outputpath="/FILL+CHAN/RSAC054/EC//15MIN/"+config.getAttr("DSM2MODIFIER")+"/"
if not(OUTPUT and os.path.exists(OUTPUT)):
raise "Envvar QUALBOUNDARYFILE must exist as destination for EC"
startyr=int(config.getAttr('START_DATE')[5:])
endyr=int(config.getAttr('END_DATE')[5:])
if (startyr < 1974 and endyr > 1991):
blocks= [ "01NOV1921 0000 - 01OCT1940 0000",
"01OCT1940 0000 - 01OCT1960 0000",
"01OCT1960 0000 - 01OCT1974 0000",
"01OCT1974 0000 - 01OCT1991 0000",
"01OCT1991 0000 - 01OCT2003 0000"
]
else:
blocks = [ "01OCT1974 0000 - 01OCT1991 0000" ]
# for memory reasons (year 2001).
g0=5000. # initial value of g (antecedent outflow) for the beginning
# of the first year. This is pretty arbitrary and makes little difference
if DEBUG:
g0_no_vamp = 5000.
for twstr in blocks:
TWIND=timewindow(twstr) # Actual period to be estimated
print "Calculating boundary salinity for the period "+TWIND.toString()
TWINDBUF=grow_window(TWIND,"1MON","1MON") # Conservative buffered period for retrieval
# so that after prelimiary operations (e.g. time average)
# time series will still span at least TWIND
fpart=calsim_study_fpart(modify=0)
ndo=DataReference.create(findpath(CALSIM,"/CALSIM/NDO/FLOW-NDO//"+STEP+"/"
+fpart+"/")[0],TWIND).getData()
ndo15=conserve.conserveSpline(ndo,"15MIN")
ndo15_no_vamp = 0
if DEBUG:
ndo15_no_vamp = ndo15
# calc vamp caused ndo change
if (SJR_PROCESS.upper()=="SINGLE_STEP") or (SJR_PROCESS.upper()=="MULTI_STEP"):
fpart_modified=calsim_study_fpart(modify=1)
delta_ndo = vamp_ndo.calc_vamp_delta_ndo(calsimfile,vamp_corrected_dss,fpart,fpart_modified,SJR_PROCESS)
ndo15 = ndo15 + interpolate(delta_ndo, "15MIN")
astro_stage_version = config.getAttr("ASTRO_STAGE_VERSION")
mtzastro=DataReference.create(findpath(PLANNINGTIDE,"/FILL\+CHAN/RSAC054/STAGE//15MIN/"+astro_stage_version + "/")[0],TWINDBUF).getData()
astrorms=godin((mtzastro*mtzastro)**0.5) # RMS energy of tide (used to predict filling and draining)
dastrorms=( (astrorms-(astrorms>>1))*96. ).createSlice(TWIND)
fifteenflo2=ndo15 - 40000*(dastrorms)
# call to ec estimator. all parameters are included. g0 is an
[mtzecest, g1]=ec_boundary.ECEst(mtzastro,fifteenflo2,beta=600,npow1=0.75,npow2=1,g0=g0,zrms=astrorms)
if DEBUG:
fifteenflo2_no_vamp = ndo15_no_vamp - 40000*(dastrorms)
[mtzecest_no_vamp, g1_no_vamp]=ec_boundary.ECEst(mtzastro,fifteenflo2_no_vamp,beta=600,npow1=0.75,npow2=1,g0=g0_no_vamp,zrms=astrorms)
g0_no_vamp = g1_no_vamp
writedss("out_ec_check","/CALC/ndo_no_vamp/ndo////", ndo15_no_vamp)
writedss("out_ec_check","/CALC/ndo_with_vamp/ndo////", ndo15)
writedss("out_ec_check","/CALC/ndo_no_vamp/ec////", mtzecest_no_vamp)
writedss("out_ec_check","/CALC/ndo_with_vamp/ec////", mtzecest)
writedss(OUTPUT,outputpath,mtzecest)
g0=g1
return 0
import sys
def smooth_flow2():
""" A slightly smoothed version of monthly flows to avoid sharp transitions
between months. Uses a tension spline.
"""
calsimfile = getAttr("CALSIMFILE")
f = opendss(calsimfile) # open CALSIM file
outfile = getAttr("BOUNDARYFILE")
if not outfile or outfile == "":
raise "Config variable BOUNDARYFILE not set and needed for prepro output"
fpart_mod = calsim_study_fpart(modify=1)
tw = prepro_window()
print "Preparing SAC and SJR Inflows"
sjr_path = calsim_path("C639")
sjr_ret_path = calsim_path("R644")
sjr_ref = findpath(f, sjr_path)
if not sjr_ref:
raise "San Joaquin path %s not found" % sjr_path
sjr_ret_ref = findpath(f, sjr_ret_path)
if not sjr_ret_ref:
raise "San Joaquin return flow path %s not found" % sjr_ret_path
sjr = DataReference.create(sjr_ref[0], tw) # .getData()
sjr_ret = DataReference.create(sjr_ret_ref[0], tw) # .getData()
sjr_in = sjr + sjr_ret
sac_path = calsim_path("C169")
frwa_div1_path = calsim_path("D168B")
frwa_div2_path = calsim_path("D168C")
sac_ref = findpath(f, sac_path)
if not sac_ref:
raise "Sacramento path %s not found" % sac_path
frwa_div1_ref = findpath(f, frwa_div1_path)
if not frwa_div1_ref:
raise "Freeport Regional Water Authority Diversion path %s not found" % frwa_div1_path
frwa_div2_ref = findpath(f, frwa_div2_path)
if not frwa_div2_ref:
raise "Freeport Regional Water Authority Diversion path %s not found" % frwa_div2_path
sac = DataReference.create(sac_ref[0], tw) # .getData()
frwa_div1 = DataReference.create(frwa_div1_ref[0], tw) # .getData()
frwa_div2 = DataReference.create(frwa_div2_ref[0], tw) # .getData()
sac_in = sac + frwa_div1 + frwa_div2
# sjr_sac(sjr_inf,sac_inf)
print "smoothing SAC"
sac_mon = sac_in.getData()
if sac_mon:
if len(sac_mon) < 4:
raise "Length of monthly data too short for smoothing. Wrong time window?"
try:
sac_day = conserve.conserveSpline(sac_mon, "1DAY")
except:
print "Failure to smooth path: %s over time window: %s" % ("C169_D168B_D168C", tw)
raise
sac_day.getAttributes().setYUnits(Units.CFS)
writedss(outfile, "/CALSIM-SMOOTH/C169_D168B_D168C/FLOW/1DAY//" + fpart_mod + "/", sac_day)
else:
raise "Failure to find monthly data for C169+D168B+D168C"
print "smoothing SJR"
sjr_mon = sjr_in.getData()
if sjr_mon:
if len(sjr_mon) < 4:
raise "Length of monthly data too short for smoothing. Wrong time window?"
try:
sjr_day = conserve.conserveSpline(sjr_mon, "1DAY")
except:
print "Failure to smooth path: %s over time window: %s" % ("C639_R644", tw)
raise
sjr_day.getAttributes().setYUnits(Units.CFS)
writedss(outfile, "/CALSIM-SMOOTH/C639_R644/FLOW/1DAY//" + fpart_mod + "/", sjr_day)
else:
raise "Failure to find monthly data for C639+R644"
from vutils import *
from vtimeseries import *
def writecsv(filename,ts):
h=open(filename,'w')
h.write(ts.name+'\n')
for e in ts:
h.write("%s,%s\n"%(e.getXString(),e.getYString()))
h.close()
#
g=opendss('../testdata/ex3-base.dss')
bpart='CLFCT'
cpart='STAGE'
epart='15MIN'
refs=findparts(g,b=bpart,c=cpart,e=epart)
if refs == None or len(refs)==0:
print 'No data found for %s/%s//%s/'%(bpart,cpart,epart)
ref=refs[0]
from vista.set import DataReference
twstr='01DEC1987 0100-05DEC1987 2400'
ref=DataReference.create(ref,timewindow(twstr))
ts=ref.data
filename='%s_%s.txt'%(bpart,cpart)
#writeascii(filename,ts)
writecsv(filename,ts)
print 'Done'