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Params.py
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Params.py
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def importIfNotAlready():
global paramsinitialized
try:
paramsinitialized
except NameError: # if the params haven't been initialized yet
paramsinitialized = True
importModelParams()
importTransformers()
else:
return ()
def importModelParams():
from pyexcel_ods import get_data
import numpy as np
global paramsfilename
global useMTsite
global transformersfn
global mtsitesdir
global tfsitesdir
global allTFsitesdir
global networkSaveDir
global planetNetworkDir
global regionEfieldsDir
global countryNetworkDir
global networkConfigDir
global planetTransnetDataDir
global countryTransnetDataDir
global mtRepeatRatesDir
global mtStormsDir
global mtRepeatRatePlotsDir
global durationRatiosDir
global maxchunksize
global apparentcondloc
global globalcondloc
global latituderes
global longituderes
global refconductivity
global refmaglat
global globalEfieldPlots
global globalEfieldData
global mtEfieldsloc
global overheatMapsDir
global overheatDataDir
global popCELEdir
global tempDataDir
global figuresDir
global combinedFitParamsLoc
global popDensity15min
global landArea15min
global eleByNation
global popByNation
global networkAnalysisDir
global geotomagDict
global configTransnetDataDir
global tfsitenames
global tfformats
global mtsitenames
global nchunks
global sampleperiod
global betaThreshold
global toKeepThreshold
global windows
global window1
global window2
global window3
global window4
global window5
global window6
global window7
global window8
global window9
global window10
global window11
global window12
global window13
global window14
global window15
global window16
global window17
global window18
global window19
global window20
global window21
global window22
global window23
global window24
global window25
paramsfilename = "ModelParams.ods"
data = get_data(paramsfilename)
paramdata = data["Single Valued Params"]
column = []
for coltitleindex in range(0, len(paramdata[1])):
coltitle = paramdata[1][coltitleindex]
if coltitle == "transformersfn":
transformersfn = paramdata[2][coltitleindex]
if coltitle == "mtsitesdir":
mtsitesdir = paramdata[2][coltitleindex]
if coltitle == "tfsitesdir":
tfsitesdir = paramdata[2][coltitleindex]
if coltitle == "allTFsitesdir":
allTFsitesdir = paramdata[2][coltitleindex]
if coltitle == "networkSaveDir":
networkSaveDir = paramdata[2][coltitleindex]
if coltitle == "planetNetworkDir":
planetNetworkDir = paramdata[2][coltitleindex]
if coltitle == "regionEfieldsDir":
regionEfieldsDir = paramdata[2][coltitleindex]
if coltitle == "countryNetworkDir":
countryNetworkDir = paramdata[2][coltitleindex]
if coltitle == "planetTransnetDataDir":
planetTransnetDataDir = paramdata[2][coltitleindex]
if coltitle == "countryTransnetDataDir":
countryTransnetDataDir = paramdata[2][coltitleindex]
if coltitle == "configTransnetDataDir":
configTransnetDataDir = paramdata[2][coltitleindex]
if coltitle == "networkConfigDir":
networkConfigDir = paramdata[2][coltitleindex]
if coltitle == "networkAnalysisDir":
networkAnalysisDir = paramdata[2][coltitleindex]
if coltitle == "mtRepeatRatesDir":
mtRepeatRatesDir = paramdata[2][coltitleindex]
if coltitle == "mtRepeatRatePlotsDir":
mtRepeatRatePlotsDir = paramdata[2][coltitleindex]
if coltitle == "mtStormsDir":
mtStormsDir = paramdata[2][coltitleindex]
if coltitle == "maxchunksize":
maxchunksize = paramdata[2][coltitleindex]
if coltitle == "globalcondloc":
globalcondloc = paramdata[2][coltitleindex]
if coltitle == "refconductivity":
refconductivity = paramdata[2][coltitleindex]
if coltitle == "refmaglat":
refmaglat = paramdata[2][coltitleindex]
if coltitle == "apparentcondloc":
apparentcondloc = paramdata[2][coltitleindex]
if coltitle == "latituderes":
latituderes = paramdata[2][coltitleindex]
if coltitle == "longituderes":
longituderes = paramdata[2][coltitleindex]
if coltitle == "globalEfieldData":
globalEfieldData = paramdata[2][coltitleindex]
if coltitle == "globalEfieldPlots":
globalEfieldPlots = paramdata[2][coltitleindex]
if coltitle == "overheatMapsDir":
overheatMapsDir = paramdata[2][coltitleindex]
if coltitle == "overheatDataDir":
overheatDataDir = paramdata[2][coltitleindex]
if coltitle == "geotomagDict":
geotomagDict = paramdata[2][coltitleindex]
if coltitle == "popCELEdir":
popCELEdir = paramdata[2][coltitleindex]
if coltitle == "mtEfieldsloc":
mtEfieldsloc = paramdata[2][coltitleindex]
if coltitle == "durationRatiosDir":
durationRatiosDir = paramdata[2][coltitleindex]
if coltitle == "figuresDir":
figuresDir = paramdata[2][coltitleindex]
if coltitle == "landArea15min":
landArea15min = paramdata[2][coltitleindex]
if coltitle == "eleByNation":
eleByNation = paramdata[2][coltitleindex]
if coltitle == "popByNation":
popByNation = paramdata[2][coltitleindex]
if coltitle == "tempDataDir":
tempDataDir = paramdata[2][coltitleindex]
if coltitle == "popDensity15min":
popDensity15min = paramdata[2][coltitleindex]
if coltitle == "combinedFitParamsLoc":
combinedFitParamsLoc = paramdata[2][coltitleindex]
paramdata = data["Params for each TF and MT site"]
column = []
for coltitleindex in range(0, len(paramdata[1])):
coltitle = paramdata[1][coltitleindex]
lastvariableindex = len(paramdata[1]) - 1
tmp = []
if coltitle: # if exists a column title
for t in paramdata[2:]:
if not t:
break
if coltitleindex > len(t) - 1:
tmp = tmp + [""]
else:
tmp = tmp + [t[coltitleindex]]
if coltitle == "useMTsite":
useMTsite = tmp
if coltitle == "tfsitenames":
tfsitenames = tmp
if coltitle == "tfformats":
tfformats = tmp
if coltitle == "mtsitenames":
mtsitenames = tmp
if coltitle == "nchunks":
nchunks = tmp
if coltitle == "sampleperiod":
sampleperiod = tmp
if coltitle == "betaThreshold":
betaThreshold = tmp
if coltitle == "toKeepThreshold":
toKeepThreshold = tmp
if coltitle == "window1":
window1 = tmp
if coltitle == "window2":
window2 = tmp
if coltitle == "window3":
window3 = tmp
if coltitle == "window4":
window4 = tmp
if coltitle == "window5":
window5 = tmp
if coltitle == "window6":
window6 = tmp
if coltitle == "window7":
window7 = tmp
if coltitle == "window8":
window8 = tmp
if coltitle == "window9":
window9 = tmp
if coltitle == "window10":
window10 = tmp
if coltitle == "window11":
window11 = tmp
if coltitle == "window12":
window12 = tmp
if coltitle == "window13":
window13 = tmp
if coltitle == "window14":
window14 = tmp
if coltitle == "window15":
window15 = tmp
if coltitle == "window16":
window16 = tmp
if coltitle == "window17":
window17 = tmp
if coltitle == "window18":
window18 = tmp
if coltitle == "window19":
window19 = tmp
if coltitle == "window20":
window20 = tmp
if coltitle == "window21":
window21 = tmp
if coltitle == "window22":
window22 = tmp
if coltitle == "window23":
window23 = tmp
if coltitle == "window24":
window24 = tmp
if coltitle == "window25":
window25 = tmp
windows = np.transpose(
[
window1,
window2,
window3,
window4,
window5,
window6,
window7,
window8,
window9,
window10,
window11,
window12,
window13,
window14,
window15,
window16,
window17,
window18,
window19,
window20,
window21,
window22,
window23,
window24,
window25,
]
)
def importTransformers():
from pyexcel_ods import get_data
global HVTnames
global temprise0
global temprise10
global temprise20
global temprise40
global temprise50
global temprise100
global temprise200
global fractionTypeAtVoltage
global GICperE
global pop25to40
global pop0to25
global pop40plus
global tau
global voltagePhasePercent
global voltageClass
global voltage
global phase
data = get_data(transformersfn)
thermaldata = data["Thermal"]
column = []
for coltitleindex in range(0, len(thermaldata[1])):
coltitle = thermaldata[1][coltitleindex]
tmp = []
if coltitle: # if exists a column title
for t in thermaldata[2:]:
if not t:
break
tmp = tmp + [t[coltitleindex]]
if coltitle == "name":
HVTnames = tmp
if coltitle == "temprise0":
temprise0 = tmp
if coltitle == "temprise10":
temprise10 = tmp
if coltitle == "temprise20":
temprise20 = tmp
if coltitle == "temprise40":
temprise40 = tmp
if coltitle == "temprise50":
temprise50 = tmp
if coltitle == "temprise100":
temprise100 = tmp
if coltitle == "temprise200":
temprise200 = tmp
if coltitle == "GICperE":
GICperE = tmp
if coltitle == "fractionTypeAtVoltage":
fractionTypeAtVoltage = tmp
if coltitle == "pop25to40":
pop25to40 = tmp
if coltitle == "pop0to25":
pop0to25 = tmp
if coltitle == "pop40plus":
pop40plus = tmp
if coltitle == "voltagePhasePercent":
voltagePhasePercent = tmp
if coltitle == "voltageClass":
voltageClass = tmp
if coltitle == "voltage":
voltage = tmp
if coltitle == "phase":
phase = tmp
if coltitle == "tau":
tau = tmp