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dem_functions.py
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import arcpy
import os
import sys
import traceback
import math
import datetime
import logging
from arcpy.sa import *
import arcpy.metadata as md
import time
from os.path import join as opj
import requests
# a compendium of functions to enable DEM processing
# written by Brian Gelder, [email protected]
# 2019.03.23
# Python 2.7, with an eye towards Python 3
def addMetadata(outDEM, paraDict, template_file_path, log = None):
# Set the standard-format metadata XML file's path
# need to load metadata editor via 'import arcpy.metadata as md'
# outDEM = raster to receive updated metadata
# paraDict = dictionary of key/value pairs to be stored in metadata
# values stored include things like analyst, lidar acquisition date, etc.
# template_file_path = a template to load a basic summary from
# log = otional logging of error messages to a log file
# scriptPath = sys.path[0]
try:
src_file_path = template_file_path
# Get the target item's Metadata object
tgt_item_md = md.Metadata(outDEM)
# Import the ACPF metadata content to the target item
if not tgt_item_md.isReadOnly:
tgt_item_md.importMetadata(src_file_path)
tgt_item_md.title = os.path.split(outDEM)[1]
tgt_item_md.credits = 'Analyst: %s' % os.getlogin()#getpass.getuser()
src_desc = tgt_item_md.summary
if src_desc == None:
src_desc = ''
for key, value in paraDict.items():
src_desc = src_desc + ('%s %s' % (key, value))
tgt_item_md.summary = src_desc
tgt_item_md.save()
except TypeError as e:
print('handling as exception')
## log.debug(e.message)
if sys.version_info.major == 2:
arcpy.AddError(e.message)
print(e.message)
log.warning(e.message)
elif sys.version_info.major == 3:
arcpy.AddError(e)
print(e)
if log is not None:
log.warning(e)
tb = sys.exc_info()[2]
tbinfo = traceback.format_tb(tb)[0]
# Concatenate information together concerning the error into a message string
pymsg = "PYTHON ERRORS:\nTraceback info:\n" + tbinfo + "\nError Info:\n" + str(sys.exc_info()[1])
# Return python error messages for use in script tool or Python Window
arcpy.AddError(pymsg)
# Print Python error messages for use in Python / Python Window
print(pymsg + "\n")
if log is not None:
log.warning(pymsg)
if arcpy.GetMessages(2) not in pymsg:
msgs = "ArcPy ERRORS:\n" + arcpy.GetMessages(2) + "\n"
arcpy.AddError(msgs)
print(msgs)
if log is not None:
log.warning(msgs)
except:
print('handling as except')
# Get the traceback object
tb = sys.exc_info()[2]
tbinfo = traceback.format_tb(tb)[0]
# Concatenate information together concerning the error into a message string
pymsg = "PYTHON ERRORS:\nTraceback info:\n" + tbinfo + "\nError Info:\n" + str(sys.exc_info()[1])
# Return python error messages for use in script tool or Python Window
arcpy.AddError(pymsg)
# Print Python error messages for use in Python / Python Window
print(pymsg + "\n")
if log is not None:
log.warning(pymsg)
if arcpy.GetMessages(2) not in pymsg:
msgs = "ArcPy ERRORS:\n" + arcpy.GetMessages(2) + "\n"
arcpy.AddError(msgs)
print(msgs)
if log is not None:
log.warning(msgs)
def channelized_areas(meter_dem, proc_dir, pro_crv):
aspect = Aspect(meter_dem)
# Calcualte range of aspect in radians
deg2rad = math.pi / 180.0
aspRad = aspect * deg2rad
# pihalf = 0.5*math.pi
# pi3halfs = 1.5*math.pi
pi2x = 2.0*math.pi
# Use a 3x3 kernel (window) size (no comparison to center cell)
## window = [(-1,-1),(-1,0),(-1,1),(0,-1),(0,0),(0,1),(1,-1),(1,0),(1,1)]
window = [(-1,0),(0,-1),(0,1),(1,0)]
refAsp = aspRad
refAspAlt = refAsp - pi2x
# hack to calculate aspect difference by comparing by nearest four cells (window)
shifts = []
for index, cells in enumerate(window):
aspShift = arcpy.Shift_management(aspRad, opj(proc_dir, 'asp_' + str(index)), cells[0]*aspRad.meanCellHeight, cells[1]*aspRad.meanCellHeight)
compAsp = Raster(aspShift)
minCellAspDif = CellStatistics([Abs(refAsp - compAsp), Abs(refAsp - (compAsp - pi2x)), Abs(refAspAlt - compAsp)], 'MINIMUM')
minCellAspDif.save(opj(proc_dir, 'asp_dif_' + str(window.index(cells))))
shifts.append(minCellAspDif.name)
del index
arcpy.env.workspace = proc_dir
aspRange = CellStatistics(shifts, 'MAXIMUM')
# aspRange.save(opj(proc_dir, 'aspRng2'))
## Create terrain position index for display
tpi = makeTPI(meter_dem)
aspLow = Con(tpi < 0, Con(aspRange, 1, 0, '"VALUE" > 1.05'))
aspLow.save(opj(proc_dir, 'asplow'))
expLowAsp = Con(IsNull(aspLow), 0, Expand(Con(pro_crv > 1.0, aspLow), 1, 1))
## expLowAsp.save(cp + 'explowasp')
expLowAsp1 = Con(expLowAsp == 1, expLowAsp)
expLowAspTF = Con(IsNull(expLowAsp1), 0, 1)
expLowAspTF.save(opj(proc_dir, 'crv_tf'))
return aspect, tpi, aspLow, expLowAspTF
def getHucSelection(pdcAcres, pdcSlope, thresh):
selStr = pdcAcres + ' >= 15 AND ' + pdcSlope + ' > 0 AND (( AGarea.VALUE_1 * 0.000247) / ' + pdcAcres + ' > %s)' %(thresh)
return selStr
def MakeCatchList(inCATCHFCls, isAG, pdChnl, pdCatch, nAG, log, inHUC):
'''Makes a list of catchments for DEP random sampling. Sorts results by
percent agriculture and threshold adjusts to minimize number of watersheds
processed.
This was copied from cmd_gen1Flowpath_v6.py on 2020-02-20 to minimize code copies'''
try:
log.info("Select Catchments...")
# Create column names
pdcAcres = os.path.basename(pdCatch) + ".Acres"#"pdCatch" + huc12 + "_" + interpType + ".Acres"
pdcSlope = os.path.basename(pdChnl) + ".Slope"#"pdChnl" + huc12 + "_" + interpType + ".Slope"
pdcWSNO = os.path.basename(pdCatch) + ".WSNO"#"pdCatch" + huc12 + "_" + interpType + ".WSNO"
# Tabulate Ag in each catchment (WSNO)
taIsAg = TabulateArea(inCATCHFCls, "WSNO", isAG, "VALUE", "AGarea.dbf")
catchLayer = arcpy.MakeFeatureLayer_management(inCATCHFCls, "CTCH.lyr")
channelLayer = arcpy.MakeFeatureLayer_management(pdChnl, "CHNL.lyr")
arcpy.AddJoin_management(catchLayer, "WSNO", taIsAg, "WSNO")
arcpy.AddJoin_management(catchLayer, "WSNO", channelLayer, "WSNO")
# Select Catchments GT 25% Ag and 15 Acres
thresh = .25#75
maxCatch = 150
minCatch = 100
#### selStr = '"%s.Acres" >= 15 AND "%s.Slope" > 0 AND (( AGarea.VALUE_1 * 0.000247) / "%s.Acres" > %s)' %(os.path.basename(pdCatch), os.path.basename(pdChnl), os.path.basename(pdCatch), thresh)
selStr = getHucSelection(pdcAcres, pdcSlope, thresh)
## switched to list comprehension to handle errors when no catchments returned (del row would fail)
## bkgelder - 2019/03/20
## revised again to use with statement (for handling 0 returns)
## bkgelder - 2019/09/06
## CatchList = [str(int(row[0])) for row in arcpy.da.SearchCursor(catchLayer, ["pdCatch%s.WSNO" %(inHUC)], selStr)]
CatchList = []
with arcpy.da.SearchCursor(catchLayer, [pdcWSNO], selStr) as scur:
#### with arcpy.da.SearchCursor(catchLayer, ["%s.WSNO" %(os.path.basename(pdCatch))], selStr) as scur:
for srow in scur:
CatchList.append(srow[0])
catchCount = len(CatchList)
log.info("ag sub-catchment count: " + str(catchCount) + " at " + str(thresh))
if catchCount > 0:
# Set higher or lower Catchments % Ag criteria to focus on subcatchments (in high ag), area GT 15 Acres
if (catchCount < minCatch) or (catchCount > maxCatch):
if catchCount > maxCatch:
while catchCount > maxCatch and thresh < 0.975:
thresh += 0.025
selStr = getHucSelection(pdcAcres, pdcSlope, thresh)
#### selStr = '"%s.Acres" >= 15 AND "%s.Slope" > 0 AND (( AGarea.VALUE_1 * 0.000247) / "%s.Acres" > %s)' %(os.path.basename(pdCatch), os.path.basename(pdChnl), os.path.basename(pdCatch), thresh)
CatchList = [str(int(row[0])) for row in arcpy.da.SearchCursor(catchLayer, [pdcWSNO], selStr)]
#### CatchList = [str(int(row[0])) for row in arcpy.da.SearchCursor(catchLayer, ["%s.WSNO" %(os.path.basename(pdCatch))], selStr)]
catchCount = len(CatchList)
log.info(" loop sub-catchment count: " + str(catchCount) + " at " + str(thresh))
elif catchCount < minCatch:
while catchCount < minCatch and thresh > 0.25:
thresh -= 0.025
selStr = getHucSelection(pdcAcres, pdcSlope, thresh)
#### selStr = '"%s.Acres" >= 15 AND "%s.Slope" > 0 AND (( AGarea.VALUE_1 * 0.000247) / "%s.Acres" > %s)' %(os.path.basename(pdCatch), os.path.basename(pdChnl), os.path.basename(pdCatch), thresh)
CatchList = [str(int(row[0])) for row in arcpy.da.SearchCursor(catchLayer, [pdcWSNO], selStr)]
#### CatchList = [str(int(row[0])) for row in arcpy.da.SearchCursor(catchLayer, ["%s.WSNO" %(os.path.basename(pdCatch))], selStr)]
catchCount = len(CatchList)
log.info(" loop sub-catchment count: " + str(catchCount) + " at " + str(thresh))
else:
log.warning("agricultural sub-catchment count is 0, quitting")
arcpy.Delete_management(catchLayer)
arcpy.Delete_management(channelLayer)
return(CatchList)
except:
# Get the traceback object
#
tb = sys.exc_info()[2]
tbinfo = traceback.format_tb(tb)[0]
# Concatenate information together concerning the error into a message string
#
pymsg = "PYTHON ERRORS:\nTraceback info:\n" + tbinfo + "\nError Info:\n" + str(sys.exc_info()[1])
msgs = "ArcPy ERRORS:\n" + arcpy.GetMessages(2) + "\n"
# Return python error messages for use in script tool or Python Window
#
## arcpy.AddError(pymsg)
## arcpy.AddError(msgs)
# Print Python error messages for use in Python / Python Window
#
log.warning(pymsg)
log.warning(msgs)
log.warning('failure on: ' + inHUC)
def defineLocalProc(node, uversion = ''):
#Alan Kuutilla's naming for laptops
if '-M' in node.upper():
localProc = 'C:\\DEP_Proc'
elif 'EL3354-02' in node.upper() or 'EL3321-02' in node.upper():
localProc = 'D:\\DEP_Proc'
elif 'DA214B-12' in node.upper() or 'DA214B-11' in node.upper():
localProc = 'D:\\DEP_Proc'
elif 'DEP' in node.upper():
localProc = 'D:\\DEP_Proc'
else:
localProc = 'C:\\DEP_Proc'
if uversion != '':
localProc += uversion
return localProc
def createBasicDirectories(node, ACPFyear, uversion = ''):
'''Creates the most basic DEP directories, ACPF directory and DEP base directory as strings'''
# depBase - location of most DEP inputs and outputs
# acpfBase - location of DEP/ACPF management data geodatabases
acpfStart = '\\\\10.27.15.155\\D$\\DEP'
depBase = '\\\\10.27.15.155\\M$\\DEP'#
# if 'EL3354-02' in node.upper():# or 'DA214B-11' in node.upper():
# acpfStart = 'D:\\DEP'
# depBase = 'M:\\DEP'
# elif 'EL3321-M10' in node.upper():
# # run everything local on laptop
# acpfStart = 'C:\\DEP'
# depBase = 'C:\\DEP'
# else:
# acpfStart = '\\\\EL3354-02\\D$\\DEP'#\\Man_Data_ACPF\\dep_ACPF' + ACPFyear
# depBase = '\\\\EL3354-02\\M$\\DEP'
# basedata never changes with version
basedataDir = opj(acpfStart, 'Basedata_Summaries')
# see above
acpfBase = opj(acpfStart + uversion, 'Man_Data_ACPF\\dep_ACPF'+ ACPFyear)
# otherBase is raster residue cover maps
otherBase = opj(depBase, 'Man_Data_Other')
depBase += uversion
return acpfBase, depBase, basedataDir, otherBase, acpfStart
def loadInterpDict():
'''Creates a dicationary based on the four main categories of Terrain pyramid
options that are then used to create different DEMs.'''
interpDict = {"ZMEAN": 'mean18', "ZMINMAX": 'mnmx18', "ZMIN": 'min18', "ZMAX": 'max18'}
return interpDict
def loadBasicVariablesDict(node, ACPFyear, uversion = ''):
'''Creates the locations of the HUC, County, and State data is stored as this
depends on the required processing steps and year of the input data.'''
## node = listy[0]
## ACPFyear = listy[1]
## j = ()
acpfBase, depBase, basedataDir, otherBase, acpfStart = createBasicDirectories(node, ACPFyear, uversion)
if int(ACPFyear) > 2021:
MWHUC12_ACPF = 'MW_HUC12_v2022'
MWHUC8_ACPF = 'MW_HUC8_v2022'
MWHUC2_ACPF = 'MW_HUC2_v2022'
elif int(ACPFyear) > 2018:
MWHUC12_ACPF = 'MW_HUC12_v2019'
MWHUC8_ACPF = 'MW_HUC8_v2019'
MWHUC2_ACPF = 'MW_HUC2_v2019'
else:
MWHUC12_ACPF = 'MW_HUC12_v2013'
MWHUC8_ACPF = 'MW_HUC8_v2013'
MWHUC2_ACPF = 'MW_HUC2_v2013'
basicDict = {
"depBase" : depBase,
"acpfBase" : acpfBase,
"acpfStart" : acpfStart,
"basedataDir" : basedataDir,
"otherBase" : otherBase,
"mwHuc12s5070" : opj(basedataDir, 'Basedata_5070.gdb', MWHUC12_ACPF),
"mwHuc8s5070" : opj(basedataDir, 'Basedata_5070.gdb', MWHUC8_ACPF),
"mwHuc2s5070" : opj(basedataDir, 'Basedata_5070.gdb', MWHUC2_ACPF),
"mwCounties5070" : opj(basedataDir, 'Basedata_5070.gdb','MW_Counties_PCS'),
"mwStates5070" : opj(basedataDir, 'Basedata_5070.gdb','MW_States'),
"main_wesm" : opj(basedataDir, 'WESM.gpkg','main.wesm'),
# huc_8_fields gdb
"huc8_fields" : opj(acpfBase, 'fields_by_huc8.gdb')
}
return basicDict, MWHUC12_ACPF, MWHUC8_ACPF, MWHUC2_ACPF
##def loadVariablesDict(listy):
def loadVariablesDict(node, ACPFyear, huc12, outEPSG, interpType, cellSize, nowYmd, version = ''):
'''This function creates the locations where the DEP data is stored as this
depends on the required processing steps and year of the input data. The output
list is subsetted based on the subset argument. Version adds a version identifier
to all output and creates a copy ACPF directory.
node - platform.node()
ACPFyear - year of ACPF data to use, as string
huc12 - 12 digit string
outEPSG - coordinate reference system as string
interpType - Terrain code abbreviation (e.g. mean18, mnmx18)
cellSize - cell size as integer
nowYmd - %Y_%m_%d_%H_%M_%S to append to filenames
version - identification string to code things uniquely for testing
'''
assert len(huc12) == 12, 'HUC12 code too short'
assert 4 <= len(outEPSG) <= 5, 'coordinate system EPSG should be 4 or 5 characters'
assert type(cellSize) == type(1), 'cellSize should be integer'
huc12_2022 = ['051201130904', '051402020705', '050800020907', '071200030304', '071200030302', '071200011308', '040400010510', '040400010103', '040400010302', '040400010303', '040400010401', '040400010403', '040400010501', '040400010502', '040400010503', '040400010504', '040400010505', '040400010508', '071200011004', '071200011008', '040400010204', '040400010104', '040400010201', '040400010205', '071200010201', '071200030303', '071200030203', '071200030407', '071100090107', '102300030501', '040400010402', '071401010401', '071100090403', '071100090401', '071401010206', '102100100206', '102001011107', '102002020103', '102702010101', '102002020211', '102200031003', '040400010506', '071300111006', '102400010106', '051402060703', '040801010504', '040700030401', '041000100503', '080101000201', '040400010604', '040301140201', '040301140101', '040601040401', '040400020101', '040400010102', '040400010605', '040400010602', '040400010601', '040400010105', '040101010105', '042600000101', '040400010507', '041800000101', '041800000102', '090300010301', '040101010101', '040101010208', '040101010207', '040101011504', '040101010203', '040101011403', '040101010108', '040101010107', '040101011404', '040101011503', '040101011502', '040101010103', '040101010106', '040101011401', '040101010104', '040101011402', '040101010102', '040101011501', '040900020102', '040900020901', '040900020702', '040900020304', '040900010504', '040900020203', '040900020301', '040900020602', '040900020401', '040900020101', '040900020701', '040900010501', '040900040602', '040900040603', '040900040502', '040900040601', '040900040702', '040900040703', '040900040701', '040900021008', '040900021007', '040900021006', '040900021005', '040900040503', '040900040501', '040900020503', '040900021004', '040900021001', '040900020902', '040900020801', '040900021009', '040900020303', '040900020803', '040900020302', '040900020703', '040900021002', '040900020402', '040900020501', '040900020502', '040900020201', '040900020802', '040900021003', '040900020603', '040900020204', '040900020202', '040900020504', '040900020601', '041000130106', '041000130405', '041000130104', '041000130101', '041000130102', '041000130103', '041000130105', '041000130107', '041000130111', '041000130108', '041000130109', '041000130110', '041000130112', '041000130201', '041000130301', '041000130202', '041000130203', '041000130204', '041000130302', '041000130303', '041000130304', '041000130404', '041000130401', '041000130402', '041000130403', '041000130305', '041000130306', '041000130307', '041000130308', '041000130309', '041000130406', '041000130407', '041900000100', '040900010502', '101000042706', '101102050609', '101101010101', '101101012903', '042000021003', '042000021005', '042000021105', '042000021104', '042000021006', '042000021004', '042000021002', '042000021007', '042000021001', '042000021103', '042000021101', '042000021102', '042000020301', '042000020302', '042000020303', '042000020903', '042000020603', '042000020606', '042000020602', '042000020601', '042000020902', '042000020706', '042000020901', '042000020604', '042000020801', '042000020201', '042000020401', '042000020202', '042000020704', '042000020702', '042000020802', '042000020609', '042000020701', '042000020402', '042000020501', '042000020502', '042000020608', '042000020703', '042000020607', '042000020605', '040301020104', '040900010503', '042600000102', '041800000200', '042000020203', '042000020705', '042600000200', '051401010304', '101702040602', '070200080601', '090201060401', '090201060301', '103001010202', '103001010203', '051202070601', '080101000103', '080102010506', '102001030507', '102002020105', '102100090605', '102200040406', '102200010801', '102200030805', '102200031002', '102200031006', '101800091707', '101800140102', '070900021401', '071200060402', '050902030204', '040400010206', '042400020200', '101701040109', '101701040202', '101701040304', '101701040103', '101701040107', '101701040101', '101701040102', '101701040104', '101701040105', '101701040106', '101701040108', '101701040110', '101701040201', '101701040203', '101701040204', '101701040207', '101701040205', '101701040206', '101701040301', '101701040305', '101701040302', '101701040303', '071401010403', '071401010502', '041000010201', '041000010206', '040400010606', '071200011002', '040400010509', '071200030306', '040400010301', '041900000200', '090201030805']
huc12_2019 = ['080203020101', '071100090201', '071100090301', '071402040501', '071402040506', '051201120204', '070200090301', '101702040504', '040400010603', '051201090801', '102300020301', '071200021201', '071200030104', '071200030107', '051201130901', '051201130902', '051201130903', '051201130904', '071200011308', '071200020703', '071402010206', '071200030304', '071200030305', '051402020705', '071300020104', '051201141004', '071300120401', '071000030403', '102400010106', '070600030704', '070700051804', '051402040501', '051402060507', '051402060508', '051402060509', '102500100303', '102500100304', '102500110303', '102500110304', '102500160804', '102701020906', '102701030510', '110100070804', '070400080904', '102300030501', '102801011707', '102801011708', '102801021404', '070300040403', '071000010502', '071000010801', '102802020410', '102901030205', '102901050204', '070102060903', '070300050404', '070400010209', '070102070401', '070400030601', '070400060502', '070600010504', '070102070602', '070200080503', '103001011204', '070102010101', '070102020504', '080103000101', '080103000102', '080103000103', '080103000104', '080103000201', '080103000202', '080103000203', '080103000204', '080103000301', '080103000302', '080103000303', '080103000304', '080103000305', '080103000306', '080103000307', '080103000308', '080103000309', '101900180606', '101800140808', '102500090701', '102500090703', '102500090901', '101900180703', '101900180705', '101900180706', '102001010901', '102001010902', '102001010903', '102001011004', '102001011005', '102001011101', '102001011102', '102500160301', '102500160303', '102001011106', '102001011107', '102001030206', '102002020101', '102002020103', '102702010101', '102002020211', '102702030401', '102702060101', '102702060301', '102702060901', '102100090503', '102200031003', '102200031005', '070700031401', '040301020102', '040301020103', '040301020105', '040301020106', '040301020107', '040301020108', '040301020109', '040301020110', '040301020201', '040301020204', '040301020205', '040301020305', '040301020401', '040301020403', '040301020404', '040301020405', '040301020406', '040301020407', '070400070701', '070500051205', '070500010904', '070500020704', '090203020104', '041800000200', '040103020109', '041800000100', '040103010504', '040103010503', '040103010601', '040103010602', '040103010603', '040103010607', '040103010608', '040103010705', '040103010806', '040103010807', '040103010901', '040103010902', '040103010903', '040103010904', '040103010906', '040103011002', '040103011003', '040103011004', '040103011008', '040103011101', '040103011105', '040103020703', '040103020705', '090300050302', '040101010802', '040102011604', '090300010302', '090300070501', '040102010602', '040101010401', '040101011301', '090300091423', '071402040504', '071402040505', '071402040502', '090203140101', '090203140102', '090203140103', '090203140104', '090203140105', '090203140106', '090203140107', '090203120606', '090203120601', '090203120502', '090203140408', '090203110702', '090203120602', '090203140604', '090203110701', '090203140504', '090203140603', '090203120501', '090203140508', '090203140606', '090203140607', '090203140409', '090203110803', '090203140407', '090203110703', '090203140808', '090203140405', '090203110804', '090203140801', '090203140507', '090203140608', '090203140809', '090203140602', '090203140406', '090203140806', '040400020503', '040400020502', '040400020501', '040400020401', '040400020403', '040400020306', '040400020102', '040400030606', '040400030601', '040301011203', '040301011202', '040301011109', '040301010705', '040301010704', '040301010703', '040301010702', '040301010605', '040301010604', '040301010205', '040301010101', '040302040405', '040302040401', '040302040106', '040301030205', '040301030104', '040301030103', '040301040506', '040301050607', '040301050606', '040301050605', '040301080913', '040400020101', '041900000002', '041900000001', '040302040101', '041800000300', '040301020104', '040301020101', '040301020402', '040301020111']
if int(ACPFyear) > 2021:
if huc12 in huc12_2022:
ACPFDEMyear = '2022'
elif huc12 in huc12_2019:
ACPFDEMyear = '2019'
else:
ACPFDEMyear = '2013'
## print('ACPFDEMyear is: ' + ACPFDEMyear)
elif int(ACPFyear) > 2018:
if huc12 in huc12_2019:# and int(ACPFyear) > 2018:
ACPFDEMyear = '2019'
## print('ACPFDEMyear is: ' + ACPFDEMyear)
else:
ACPFDEMyear = '2013'
## print('ACPFDEMyear is: ' + ACPFDEMyear)
else:
ACPFDEMyear = '2013'
dem_year = '_dem' + ACPFDEMyear
DEMyear = 'Current'
if version != '':
if version.startswith('_') or version.endswith('_'):
version = version.replace('_', '')
uversion = '_' + version
version = version + '_'
else:
uversion = ''
uinterpType = '_' + interpType
ucellSize = '_' + str(cellSize) + 'm'
uhuc12 = '_' + huc12
try:
## print('uinterpType: ' + uinterpType)
## print('uversion: ' + uversion)
## print('dem_year: ' + dem_year)
## print('node: ' + node)
# localProc - local processing directory (a local drive)
# get the local processing directory (usually D:)
localProc = defineLocalProc(node, uversion)
## print('localProc: ' + localProc)
# basedataDir - location of the PCS specific datasets
locationsDict, MWHUC12_ACPF, MWHUC8_ACPF, MWHUC2_ACPF = loadBasicVariablesDict(node, ACPFyear, uversion)
acpfBase = locationsDict['acpfBase']
depBase = locationsDict['depBase']
basedataDir = locationsDict['basedataDir']
otherBase = locationsDict['otherBase']
locationsDictNoVersion, MWHUC12_ACPF_no_version, MWHUC8_ACPF_no_version, MWHUC2_ACPF_no_version = loadBasicVariablesDict(node, ACPFyear, '')
otherBaseNoVersion = locationsDictNoVersion['otherBase']
acpfBaseNoVersion = locationsDictNoVersion['acpfBase']
#### acpfBase, depBase, basedataDir = createBasicDirectories(node, ACPFyear, uversion)
## print(', '.join([acpfBase, depBase, basedataDir]))
lidarOutputDir = opj(depBase, 'LiDAR_' + DEMyear)
depFlowpaths = opj(depBase, 'DEP_Flowpaths')
depDocumentation = opj(basedataDir, 'Documentation')
depMetadata = opj(depBase.replace(uversion, ""), 'toolMetadata')
gullyOutputs = opj(depBase, 'Gully_Outputs')
depOutput = opj(locationsDict['acpfStart'], 'DEP_Outputs')
huc8 = huc12[0:8]
uhuc12 = '_' + huc12
pElevDir = os.path.join(lidarOutputDir, '_'.join(['elev', 'PLib', interpType]))# + '_' + outEPSG)# + uversion)
fElevDir = os.path.join(lidarOutputDir, '_'.join(['elev', 'FLib', interpType]))# + '_' + outEPSG)# + uversion)
cElevDir = os.path.join(lidarOutputDir, '_'.join(['elev', 'CLib', interpType]))# + '_' + outEPSG)# + uversion)
vElevDir = os.path.join(lidarOutputDir, '_'.join(['elev', 'VLib', interpType]))# + '_' + outEPSG)# + uversion)
firstReturnDir = os.path.join(lidarOutputDir, '_'.join(['surf', 'el', 'Lib']))# + outEPSG)# + uversion)
countDir = os.path.join(lidarOutputDir, '_'.join(['count', 'Lib']))# + outEPSG)# + uversion)
intDir = os.path.join(lidarOutputDir, '_'.join(['int', 'Lib']))# + outEPSG)# + uversion)
copyDir = os.path.join(lidarOutputDir, '_'.join(['copy', 'gdb', interpType]))# + '_' + outEPSG)# + uversion)
holesDir = os.path.join(lidarOutputDir, '_'.join(['holes', 'Lib', interpType]))# + '_' + outEPSG)# + uversion)
voidDir = os.path.join(lidarOutputDir, '_'.join(['voids', 'Lib', interpType]))# + '_' + outEPSG)# + uversion)
huc8Dir = os.path.join(lidarOutputDir, '_'.join(['huc8', outEPSG]))# + uversion)
## huc8gdb = opj(huc8Dir, 'huc_' + huc8 + uversion + '.gdb')
huc8gdb = opj(huc8Dir, 'huc_' + huc8 + '.gdb')
## copyGDB = os.path.join(copyDir, huc8, 'copies_' + huc12 + uversion + '.gdb')
copyGDB = os.path.join(copyDir, huc8, 'copies_' + huc12 + '.gdb')
ACPFDir = os.path.join(acpfBase, huc8, 'idepACPF' + huc12 + '.gdb')
## if not arcpy.Exists(ACPFDir):
## if not os.path.isdir(os.path.dirname(ACPFDir)):
## os.makedirs(os.path.dirname(ACPFDir))
## acpfOriginal = ACPFDir.replace(uversion, '')
## acpfVersionCopy = arcpy.Copy_management(acpfOriginal, ACPFDir)
## localACPFDir = ACPFDir
first_of_month = datetime.datetime.today().replace(day=1)
ept_first_of_month_name = "ept_resources_" + first_of_month.strftime("%Y_%m_%d")
locationsDict.update({
# pit filled elevation file
"fElevFile" : os.path.join(fElevDir, huc8, 'ef' + str(cellSize) + 'm' + huc12 + '.tif'),
# punched elevation file
"pElevFile" : os.path.join(pElevDir, huc8, 'ep' + str(cellSize) + 'm' + huc12 + '.tif'),
# cut elevaiton file
"cElevFile" : os.path.join(cElevDir, huc8, 'ec' + str(cellSize) + 'm' + huc12 + '.tif'),
# lake-fixed elevation file
"vElevFile" : os.path.join(vElevDir, huc8, 'ev' + str(cellSize) + 'm' + huc12 + '.tif'),
# bridge-fixed elevation file
"wElevFile" : os.path.join(vElevDir, huc8, 'ew' + str(cellSize) + 'm' + huc12 + '.tif'),
# channel-fixed elevation files
"xElevFile" : os.path.join(vElevDir, huc8, 'ex' + str(cellSize) + 'm' + huc12 + '.tif'),
# channel-fixed elevation files
"yElevFile" : os.path.join(vElevDir, huc8, 'ey' + str(cellSize) + 'm' + huc12 + '.tif'),
# channel-fixed elevation files
"zElevFile" : os.path.join(vElevDir, huc8, 'ez' + str(cellSize) + 'm' + huc12 + '.tif'),
# first return max elevation file
"surfaceElevFile" : os.path.join(firstReturnDir, huc8, 'frmax' + str(cellSize) + 'm' + huc12 + '.tif'),
# first return min elevation file
"firstReturnMinFile" : os.path.join(firstReturnDir, huc8, 'frmin' + str(cellSize) + 'm' + huc12 + '.tif'),
# last return min elevation file
"lastReturnMinFile" : os.path.join(firstReturnDir, huc8, 'lrmin' + str(cellSize) + 'm' + huc12 + '.tif'),
# bareearth return min elevation file, created from lasdataset to raster, not terrain to raster
"bareEarthReturnMinFile" : os.path.join(firstReturnDir, huc8, 'bemin' + str(cellSize) + 'm' + huc12 + '.tif'),
# holes that were punched in punched elevation file
"holesFile" : os.path.join(holesDir, huc8, 'holes' + str(cellSize) + 'm' + huc12 + '.tif'),
# bare earth return count file
"cntFile" : os.path.join(countDir, huc8, 'cbe' + str(cellSize) + 'm' + huc12 + '.tif'),
# first return count file
"cnt1rFile" : os.path.join(countDir, huc8, 'cfr' + str(cellSize) + 'm' + huc12 + '.tif'),
# first return min intensity file
"int1rMinFile" : os.path.join(intDir, huc8, 'fr_int_min' + str(cellSize) + 'm' + huc12 + '.tif'),
# first return max intensity file
"int1rMaxFile" : os.path.join(intDir, huc8, 'fr_int_max' + str(cellSize) + 'm' + huc12 + '.tif'),
# bare earth return min intensity file
"intBeMinFile" : os.path.join(intDir, huc8, 'be_int_min' + str(cellSize) + 'm' + huc12 + '.tif'),
# bare earth return max intensity file
"intBeMaxFile" : os.path.join(intDir, huc8, 'be_int_max' + str(cellSize) + 'm' + huc12 + '.tif'),
# documentation folder
"docFolder" : depDocumentation,
# metadata documents
"clib_metadata" : opj(depMetadata, 'CLib_DEMs2022_mTemplate.xml'),
"flib_metadata" : opj(depMetadata, 'FLib_DEMs2022_mTemplate.xml'),
"plib_metadata" : opj(depMetadata, 'PLib_DEMs2022_mTemplate.xml'),
"vlib_metadata" : opj(depMetadata, 'VLib_DEMs2022_mTemplate.xml'),
"derivative_metadata" : opj(depMetadata, 'FLib_Derivatives2022_mTemplate.xml'),
# no data areas (big voids) to fix first (likely rivers/lakes/lagoons)
"bigNoData" : opj(voidDir, huc8, 'bigvds' + str(cellSize) + 'm' + huc12 + '.tif'),
# no data areas (smaller voids) to fix second (likely bridge decks/culverts)
"mediumNoData" : opj(voidDir, huc8, 'medvds' + str(cellSize) + 'm' + huc12 + '.tif'),
# no data areas (smallest voids) to fix third (likely streams)
"smallNoData" : opj(voidDir, huc8, 'smlvds' + str(cellSize) + 'm' + huc12 + '.tif'),
# other datasets where feature, thus name, is based on DEM year vintage
## new version of file names
"pdCatch" : opj(ACPFDir, "pdCatch" + uinterpType + dem_year + ucellSize + uhuc12),
"pdChnl" : opj(ACPFDir, "pdChnl" + uinterpType + dem_year + ucellSize + uhuc12),
"wShed" : opj(ACPFDir, "WShed" + uinterpType + dem_year + ucellSize + uhuc12),
# old version of feature class names
#### "pdCatch" : opj(ACPFDir, "pdCatch" + huc12 + uversion + uinterpType + dem_year),
#### "pdChnl" : opj(ACPFDir, "pdChnl" + huc12 + uversion + uinterpType + dem_year),
#### "wShed" : opj(ACPFDir, "WShed" + huc12 + uversion + uinterpType + dem_year),
"fieldBoundaries" : opj(ACPFDir, "FB" + huc12),
"LU6" : opj(ACPFDir, "LU6_" + huc12),
"SSURGO" : opj(ACPFDir, 'gSSURGO'),
# "rc_table" : opj(ACPFDir, "ResCover_" + huc12),
"manField" : 'Management_CY_' + ACPFyear,
"rotField" : 'CropRotatn_CY_' + ACPFyear,
"tillField": 'Till_code_CY_' + ACPFyear,
"resCoverField": 'Adj_RC_CY_' + ACPFyear,
# for running cutter
"watershedBoundaries" : opj(ACPFDir, "bnd" + huc12),
"bufferedBoundaries" : opj(ACPFDir, "buf_" + huc12),
"wesm_project_boundaries" : opj(ACPFDir, "_".join(["wesm", ept_first_of_month_name, huc12])),
"snapraster" : opj(basedataDir, 'Basedata_' + outEPSG + '.gdb', 'Snap1m'),
"roadsfc" : opj(basedataDir, 'Basedata_' + outEPSG + '.gdb', 'roads_merge'),
"rrsfc" : opj(basedataDir, 'Basedata_' + outEPSG + '.gdb', 'railways_merge'),
"rwsfc" : opj(basedataDir, 'Basedata_' + outEPSG + '.gdb', 'runways'),
"waterwaysfc" : opj(basedataDir, 'Basedata_' + outEPSG + '.gdb', 'waterways'),
"waterfc" : opj(basedataDir, 'Basedata_' + outEPSG + '.gdb', 'water'),
"mn_dnr_forest_roads" : opj(basedataDir, 'Basedata_' + outEPSG + '.gdb', 'mn_dnr_roads'),
"us_fs_forest_roads" : opj(basedataDir, 'Basedata_' + outEPSG + '.gdb', 'us_fs_roads'),
"us_fs_forest_trails" : opj(basedataDir, 'Basedata_' + outEPSG + '.gdb', 'us_fs_trails'),
# other datasets where feature, thus name, is based on DEM year vintage
"goodcutsfc" : opj(ACPFDir, "cuts_prelim" + uinterpType + dem_year + ucellSize + uhuc12),
"bestcutsfc" : opj(ACPFDir, "cuts_final" + uinterpType + dem_year + ucellSize + uhuc12),
"depressionsfc" : opj(ACPFDir, "dprsns" + uinterpType + dem_year + ucellSize + uhuc12),
"depressions2cutfc" : opj(ACPFDir, "dprsns2cut" + uinterpType + dem_year + ucellSize + uhuc12),
"best_cut_stf" : opj(ACPFDir, "best_cut_stf" + uinterpType + dem_year + ucellSize + uhuc12),
"void_pit_dif" : opj(ACPFDir, "void_pit_dif" + uinterpType + dem_year + ucellSize + uhuc12),
"punch_pit_dif" : opj(ACPFDir, "punch_pit_dif" + uinterpType + dem_year + ucellSize + uhuc12),
"fil_dif_cut" : opj(ACPFDir, "fil_dif_cut" + uinterpType + dem_year + ucellSize + uhuc12),
"fil_dif_delta" : opj(ACPFDir, "fil_dif_delta" + uinterpType + dem_year + ucellSize + uhuc12),
"fil_dif_pit" : opj(ACPFDir, "fil_dif_pit" + uinterpType + dem_year + ucellSize + uhuc12),
"layerPath" : opj(depBase, 'Layers'),
"overviewPath" : opj(depBase, 'Overview_Maps'),
## "goodcutsfc" : opj(ACPFDir, "cuts_prelim" + uversion + uinterpType + dem_year + _huc12),
## "bestcutsfc" : opj(ACPFDir, "cuts_final" + uversion + uinterpType + dem_year + _huc12),
## "depressionsfc" : opj(ACPFDir, "dprsns" + uversion + uinterpType + dem_year + _huc12),
## "depressions2cutfc" : opj(ACPFDir, "dprsns2cut" + uversion + uinterpType + dem_year + _huc12),
## "layerPath" : opj(lidarOutputDir, 'Layers'),
"mwHuc12s" : opj(basedataDir, 'Basedata_' + outEPSG + '.gdb', MWHUC12_ACPF),
"mwHuc12s5070_stats" : opj(basedataDir, 'Basedata_5070.gdb', MWHUC12_ACPF + '_'.join(['', 'Status', str(cellSize) + 'm', interpType])),
"mwHuc8s" : opj(basedataDir, 'Basedata_' + outEPSG + '.gdb', MWHUC8_ACPF),
"mwHuc2s" : opj(basedataDir, 'Basedata_' + outEPSG + '.gdb', MWHUC2_ACPF),
"medianProcDir" : opj(localProc, 'Median_Proc', '_'.join(['Medians', outEPSG, huc8])),
"mergedMdnsHuc8FC" : opj(huc8gdb, 'rd_rr_rd_rw_mrg_' + huc8),
"huc8Roads" : opj(huc8gdb, 'roads_' + huc8),
"GordRaster" : opj(depFlowpaths, '_'.join(['HUC12', 'GridOrder', interpType]), huc8, 'gord_' + huc12 + '.tif'),
"FPath_Mosaic_out" : opj(depFlowpaths, '_'.join(['HUC12', 'FlowPaths', interpType]), huc8, 'fp' + huc12 + '.tif'),
"FPLen_Mosaic_out" : opj(depFlowpaths, '_'.join(['HUC12', 'FPLengths', interpType]), huc8, 'fpLen' + huc12 + '.tif'),
# rasters to use in calculating gully erosion outputs and metrics
"tau_slope" : opj(gullyOutputs, 'Tau_D8_Slope' + '_' + interpType, huc8, 'sd8_' + str(cellSize) + 'm_' + huc12 + '.tif'),
"ag_fd" : opj(gullyOutputs, 'AG_FD' + '_' + interpType, huc8, 'fd_' + str(cellSize) + 'm_' + huc12 + '.tif'),
"ag_fa" : opj(gullyOutputs, 'AG_FA' + '_' + interpType, huc8, 'fa_' + str(cellSize) + 'm_' + huc12 + '.tif'),
"ag_plan_crv" : opj(gullyOutputs, 'AG_Plan_Crv' + '_' + interpType, huc8, 'pln_crv_' + str(cellSize) + 'm_' + huc12 + '.tif'),
# gully erosion terrain index rasters
"stream_power_raster" : opj(gullyOutputs, 'spi' + '_' + interpType, huc8, 'stream_power_' + str(cellSize) + 'm_' + huc12 + '.tif'),
"modified_stream_power_raster" : opj(gullyOutputs, 'mod_spi' + '_' + interpType, huc8, 'mod_strm_pwr_' + str(cellSize) + 'm_' + huc12 + '.tif'),
"compound_topo_index_raster" : opj(gullyOutputs, 'cti' + '_' + interpType, huc8, 'compound_topo_' + str(cellSize) + 'm_' + huc12 + '.tif'),
"specific_contributing_area_raster" : opj(gullyOutputs, 'contrib_area' + '_' + interpType, huc8, 'spec_con_area_' + str(cellSize) + 'm_' + huc12 + '.tif'),
"flup_raster" : opj(gullyOutputs, 'flow_length' + '_' + interpType, huc8, 'flup_' + str(cellSize) + 'm_' + huc12 + '.tif'),
"samples" : opj(ACPFDir, 'smpl' + str(cellSize) + 'm_' + interpType + huc12),
"samples_defined" : opj(ACPFDir, 'smpldef' + str(cellSize) + 'm_' + interpType + huc12),
"nulls" : opj(ACPFDir, 'null' + str(cellSize) + 'm_' + interpType + huc12),
"null_flowpaths" : opj(ACPFDir, 'null_flowpaths' + str(cellSize) + 'm_' + interpType + huc12),
"areas" : opj(ACPFDir, 'areas' + str(cellSize) + 'm_' + interpType + huc12),
"snaps" : opj(ACPFDir, 'snaps' + str(cellSize) + 'm_' + interpType + huc12),
# "tillages" : opj(ACPFDir, 'tillage' + str(cellSize) + 'm' + huc12),
## "samples" : opj(ACPFDir, 'smpl' + str(cellSize) + 'm_' + interpType + '_' + huc12),
## "samples_defined" : opj(ACPFDir, 'smpldef' + str(cellSize) + 'm_' + interpType + '_' + huc12),
## "nulls" : opj(ACPFDir, 'null' + str(cellSize) + 'm_' + interpType + '_' + huc12),
## "areas" : opj(ACPFDir, 'areas' + str(cellSize) + 'm_' + interpType + '_' + huc12),
## "snaps" : opj(ACPFDir, 'snaps' + str(cellSize) + 'm_' + interpType + '_' + huc12),
## "tillages" : opj(ACPFDir, 'tillage' + str(cellSize) + 'm' + '_' + huc12),
##
"blFile" : opj(lidarOutputDir, 'bl_Lib', huc8, 'breaklines_' + huc12 + '.shp'),
"breaklines" : opj(lidarOutputDir, 'bl_Lib', huc8, "breaks_" + huc8 + ".gdb", 'break_lines_' + huc12),
"breakpolys" : opj(lidarOutputDir, 'bl_Lib', huc8, "breaks_" + huc8 + ".gdb", 'break_polys_' + huc12),
"lasTilesDrive" : opj(basedataDir, 'Basedata_5070.gdb','IA_MN_NE_Tiles_Merge'),
"kansasTilesPath" : opj(basedataDir, 'Basedata_5070.gdb','Kansas_tiles_available_actual_extents'),
"stripsFlumes_old" : opj(depBase, 'temp', 'STRIPS2_flume_points', 'STRIPS2_flume_points.gdb', 'flume_points'),
"ephemeralGullies_old" : opj(depBase, 'temp', 'Gord_cmwang', 'ruraldata', 'data' + huc12 + '.gdb', 'Gullyhead'),
"stripsFlumes" : opj(otherBaseNoVersion, 'Gully_data', 'STRIPS2_flume_points', 'STRIPS2_flume_points.gdb', 'flume_points'),
"ephemeralGullies" : opj(otherBaseNoVersion, 'Gully_data', 'cmwang', 'data' + huc12 + '.gdb', 'Gullyhead'),
"nrcs_gullies" : opj(otherBaseNoVersion, 'Gully_data', 'NRCS', 'NRCS_Gulley_' + huc12 + '.gdb', 'GullyHeads_' + huc12),
# processing directories
"peukProcDir" : opj(localProc, 'DEMProc', 'Catch' + dem_year + '_' + str(cellSize) + 'm_' + huc12),
"fpProcDir" : opj(localProc, 'DEMProc', 'Flowpath' + dem_year + '_' + str(cellSize) + 'm_' + huc12),
"manProcDir" : opj(localProc, 'DEMProc', 'Manage' + dem_year + '_' + str(cellSize) + 'm_' + huc12),
"samplerProcDir" : opj(localProc, 'DEMProc', 'Sample' + dem_year + '_' + str(cellSize) + 'm_' + huc12),
"fProcDir" : opj(localProc, "DEMProc", "LAS" + dem_year + '_' + str(cellSize) + 'm_' + huc12),
"cutProcDir" : opj(localProc, "DEMProc", "Cut" + dem_year + '_' + str(cellSize) + 'm_' + huc12),
"voidProcDir" : opj(localProc, "DEMProc", "Void" + dem_year + '_' + str(cellSize) + 'm_' + huc12),
"otherProcDir" : opj(localProc, "DEMProc", "Other" + dem_year + '_' + str(cellSize) + 'm_' + huc12),
# focal statistics kernels
"EKernelFile" : opj(depBase, 'kernels', 'FlowE_Kernel.txt'),
"SEKernelFile" : opj(depBase, 'kernels', 'FlowSE_Kernel.txt'),
"SKernelFile" : opj(depBase, 'kernels', 'FlowS_Kernel.txt'),
"SWKernelFile" : opj(depBase, 'kernels', 'FlowSW_Kernel.txt'),
"WKernelFile" : opj(depBase, 'kernels', 'FlowW_Kernel.txt'),
"NWKernelFile" : opj(depBase, 'kernels', 'FlowNW_Kernel.txt'),
"NKernelFile" : opj(depBase, 'kernels', 'FlowN_Kernel.txt'),
"NEKernelFile" : opj(depBase, 'kernels', 'FlowNE_Kernel.txt'),
# DEP SSURGO soils directory
# altered SOL file to remove SOL = ACPF + 1 year assumption, on consultation with David James, 2021.10.28 bkgelder
## "soilsDir" : opj(acpfBase, 'Man_Data_ACPF\\dep_WEPP_SOL'+ str(int(ACPFyear) + 1)),
"soilsDir" : opj(os.path.dirname(acpfBaseNoVersion), 'dep_WEPP_SOL'+ str(int(ACPFyear) + 1)),
# Dave switched it back, 2022.04.03 bkgelder
## "soilsDir" : opj(os.path.dirname(acpfBase), 'dep_WEPP_SOL'+ str(int(ACPFyear))),
"eleBaseDir" : opj(depBase, 'Elev_Base_Data'),
"projRasterDir" : opj(depBase, 'proj_rasters')})
if int(ACPFyear) <= 2010:
geeResidueMap = opj(otherBaseNoVersion, 'Iowa_RC.gdb', 'huc' + huc8 + '_ACPF2017')
elif int(ACPFyear) <= 2021:
geeResidueMap = opj(otherBaseNoVersion, 'GEE_residue_cover', 'residue_cover_' + ACPFyear + '.tif')
elif int(ACPFyear) <= 2025:
geeResidueMap = opj(otherBaseNoVersion, 'GEE_residue_cover', 'residue_cover_' + ACPFyear + '_L89.tif')
if int(ACPFyear) <= 2017:
mnResidueMap = opj(otherBaseNoVersion, 'Minnesota', '2017_combo_agonly_recount_combo_residue_times2.img')
elif int(ACPFyear) <= 2020:
mnResidueMap = opj(otherBaseNoVersion, 'Minnesota', 'minnesota_2020_boax_rowcrop_noforage_residue_times2_rc200_new_combo2019_2020_model.img')
elif int(ACPFyear) == 2021:
mnResidueMap = opj(otherBaseNoVersion, 'Minnesota', 'minnesota_2021_boax_rowcrop_noforage_residue_times2_rc200_new_combo2019_2020_model.img')
elif int(ACPFyear) == 2022:
mnResidueMap = opj(otherBaseNoVersion, 'Minnesota', 'minnesota_s2_boa_wgs15x_residue_times2_rowcrops_noforage_final_w_flood_mask_out.tif')
elif int(ACPFyear) == 2023:
mnResidueMap = opj(otherBaseNoVersion, 'Minnesota', 'minnesota_s2_boa_wgs15x_residue_times2_rowcrops_noforage_final_w_flood_mask_out.tif')
locationsDict.update({
"irrigationMap" : opj(otherBaseNoVersion, 'lanid2011-2017', 'lanid2017.tif'),
"canopyCoverMap" : opj(otherBaseNoVersion, 'Forest_Cover', 'LF2022_CC_220_CONUS', 'Tif', 'LC22_CC_220.tif'),
"mnResidueMap" : mnResidueMap,
"geeResidueMap" : geeResidueMap,
## "mnTillageTable" : opj(locationsDictNoVersion["huc8_fields"], 'huc' + huc8 + '_mn_rc' + ACPFyear),
## "geeTillageTable" : opj(locationsDictNoVersion["huc8_fields"], 'huc' + huc8 + '_gee_rc' + ACPFyear),
"tillageTable" : opj(ACPFDir, 'huc' + huc12 + '_till' + ACPFyear),
# "geeTillageTable" : opj(ACPFDir, 'huc' + huc12 + '_till' + ACPFyear),
"mnResidueTable" : opj(ACPFDir, "_".join(['RC_MN', ACPFyear, 'huc', huc12])),
"geeResidueTable" : opj(ACPFDir, "_".join(['RC_GEE', ACPFyear, 'huc', huc12])),
# "mnResidueTable" : opj(ACPFDir, 'huc' + huc12 + '_mn_rc' + ACPFyear),
# "geeResidueTable" : opj(ACPFDir, 'huc' + huc12 + '_gee_rc' + ACPFyear),
"eptBaseDir" : opj(locationsDict["eleBaseDir"], 'ept'),
"ept_wesm_monthly_file" : opj(locationsDict["eleBaseDir"], 'ept', 'ept.gdb', ept_first_of_month_name),
"sampleOutput" : opj(depOutput, '_'.join(['smpl', 'acpf' + ACPFyear, nowYmd]), os.path.basename(locationsDict['samples']) + '.json'),
"sampleDefOutput" : opj(depOutput, '_'.join(['smpldef', 'acpf' + ACPFyear, nowYmd]), os.path.basename(locationsDict['samples']) + '.json'),
# nulls are stored with same basename as samples (they are null samples)
"nullOutput" : opj(depOutput, '_'.join(['smpl', 'acpf' + ACPFyear, nowYmd]), os.path.basename(locationsDict['nulls']) + '.json'),
#### "nullDefOutput" : opj(depOutput, '_'.join(['smpl', 'acpf' + ACPFyear, nowYmd]), os.path.basename(locationsDict['nulls']) + '.json'),
"fieldBoundariesOutput": opj(depOutput, '_'.join(['fb', 'acpf' + ACPFyear, nowYmd]), os.path.basename(locationsDict['fieldBoundaries']) + '.json'),
"LU6Output": opj(depOutput, '_'.join(['lu6', 'acpf' + ACPFyear, nowYmd]), os.path.basename(locationsDict['LU6']) + '.csv'),
"areaOutput" : opj(depOutput, '_'.join(['areas', 'acpf' + ACPFyear, nowYmd]), os.path.basename(locationsDict['areas']) + '.json'),
# "tillageOutput" : opj(depOutput, '_'.join(['tillage', 'acpf' + ACPFyear, nowYmd]), os.path.basename(locationsDict['tillages']) + '.json'),
"snapOutput" : opj(depOutput, '_'.join(['snap', 'acpf' + ACPFyear, nowYmd]), os.path.basename(locationsDict['snaps']) + '.json'),
"pickleDistanceFile" : opj(locationsDict['cutProcDir'], 'search_' + huc12 + '_' + interpType + '.pkl')})
return locationsDict
except Exception as e:
print('handling as exception')
## log.debug(e.message)
if sys.version_info.major == 2:
arcpy.AddError(e.message)
print(e.message)
elif sys.version_info.major == 3:
arcpy.AddError(e)
print(e)
tb = sys.exc_info()[2]
tbinfo = traceback.format_tb(tb)[0]
# Concatenate information together concerning the error into a message string
pymsg = "PYTHON ERRORS:\nTraceback info:\n" + tbinfo + "\nError Info:\n" + str(sys.exc_info()[1])
# Return python error messages for use in script tool or Python Window
arcpy.AddError(pymsg)
# Print Python error messages for use in Python / Python Window
print(pymsg + "\n")
if arcpy.GetMessages(2) not in pymsg:
msgs = "ArcPy ERRORS:\n" + arcpy.GetMessages(2) + "\n"
arcpy.AddError(msgs)
print(msgs)
except:
print('handling as except')
# Get the traceback object
tb = sys.exc_info()[2]
tbinfo = traceback.format_tb(tb)[0]
# Concatenate information together concerning the error into a message string
pymsg = "PYTHON ERRORS:\nTraceback info:\n" + tbinfo + "\nError Info:\n" + str(sys.exc_info()[1])
# Return python error messages for use in script tool or Python Window
arcpy.AddError(pymsg)
# Print Python error messages for use in Python / Python Window
print(pymsg + "\n")
if arcpy.GetMessages(2) not in pymsg:
msgs = "ArcPy ERRORS:\n" + arcpy.GetMessages(2) + "\n"
arcpy.AddError(msgs)
print(msgs)
def nukedir(dir):
if dir[-1] == os.sep: dir = dir[:-1]
files = os.listdir(dir)
for file in files:
if file == '.' or file == '..': continue
path = dir + os.sep + file
if os.path.isdir(path):
nukedir(path)
else:
os.unlink(path)
os.rmdir(dir)
def loadHucs(scriptName, fc, HUCList = []):
'''create a tuple of HUC12 code, EPGS code, and state abbreviation as well as a name of
a 'stopFile' for which the existence is checked at each iteration of a loop'''
try:
if len(HUCList) > 0:
where = buildStringSelection(HUCList, 'HUC12')
hucSearch = ''
pickleFileSuffix = 'pickle'
else:
hucSearch = os.path.basename(scriptName).split('_')[2]
stateSearch = os.path.basename(scriptName).split('_')[3][:2]
pickleFileSuffix = hucSearch + '_' + stateSearch
if 'all' in hucSearch:
if 'MW' in stateSearch:
where = "States NOT LIKE \'%CN%\' AND HUC12 IS NOT NULL AND HUC12 <> \'\'"
else:
where = "States LIKE '%" + stateSearch + "%'"
elif 'MW' in stateSearch:
where = "HUC12 LIKE '" + hucSearch + "%'"
elif 'MW' not in stateSearch:
if 'all' not in hucSearch:
where = "HUC12 LIKE '" + hucSearch + "%' AND States LIKE '%" + stateSearch + "%' AND HUC12 IS NOT NULL AND HUC12 <> \'\'"
else:
where = ""
fields = ['HUC12', 'PCSCode_By_County', 'States']
HUCandPCSList = []
with arcpy.da.SearchCursor(fc, fields, where_clause = where, sql_clause = [None, 'ORDER BY HUC12']) as scur:
for srow in scur:
HUCandPCSList.append([srow[0], srow[1], srow[2]])
if 'build' in scriptName.lower():
stopFile = 'stop_bulk_pit_' + pickleFileSuffix + '.txt'
elif 'cut' in scriptName.lower():
stopFile = 'stop_bulk_cut_' + pickleFileSuffix + '.txt'
elif 'chnl' in scriptName.lower():
stopFile = 'stop_bulk_chnl_' + pickleFileSuffix + '.txt'
elif 'copier' in scriptName.lower():
stopFile = 'stop_bulk_copier_' + pickleFileSuffix + '.txt'
elif 'flow' in scriptName.lower():
stopFile = 'stop_bulk_flow_' + pickleFileSuffix + '.txt'
elif 'random' in scriptName.lower():
stopFile = 'stop_bulk_random_' + pickleFileSuffix + '.txt'
elif 'sample' in scriptName.lower():
stopFile = 'stop_bulk_sample_' + pickleFileSuffix + '.txt'
else:
stopFile = 'stop_bulk_stuff_' + pickleFileSuffix + '.txt'
print('stopFile is: ' + stopFile)
# handle start and stride (end could be added)
## cellSize = 3
basenameNoext = os.path.splitext(os.path.basename(scriptName))[0]
if 'tart' in basenameNoext:
tart = basenameNoext.find('tart')
start = int(basenameNoext[tart + len('tart'):])
else:
start = 0
shortlist = HUCandPCSList[start:]
if 'tride' in scriptName:
tride = scriptName.find('tride')
afterTride = scriptName[tride:].split('_')[0]
stride = int(afterTride[len('tride'):])
else:
stride = 1
shortlist = shortlist[::stride]
if scriptName.lower().find('negstride') > -1:
shortlist.reverse()
return shortlist, stopFile, hucSearch, where
except Exception as e:
print('handling as exception')
## log.debug(e.message)
if sys.version_info.major == 2:
arcpy.AddError(e.message)
print(e.message)
elif sys.version_info.major == 3:
arcpy.AddError(e)
print(e)
tb = sys.exc_info()[2]
tbinfo = traceback.format_tb(tb)[0]
# Concatenate information together concerning the error into a message string
pymsg = "PYTHON ERRORS:\nTraceback info:\n" + tbinfo + "\nError Info:\n" + str(sys.exc_info()[1])
# Return python error messages for use in script tool or Python Window
arcpy.AddError(pymsg)
# Print Python error messages for use in Python / Python Window
print(pymsg + "\n")
if arcpy.GetMessages(2) not in pymsg:
msgs = "ArcPy ERRORS:\n" + arcpy.GetMessages(2) + "\n"
arcpy.AddError(msgs)
print(msgs)
except:
print('handling as except')
# Get the traceback object
tb = sys.exc_info()[2]
tbinfo = traceback.format_tb(tb)[0]
# Concatenate information together concerning the error into a message string
pymsg = "PYTHON ERRORS:\nTraceback info:\n" + tbinfo + "\nError Info:\n" + str(sys.exc_info()[1])
# Return python error messages for use in script tool or Python Window
arcpy.AddError(pymsg)
# Print Python error messages for use in Python / Python Window
print(pymsg + "\n")
if arcpy.GetMessages(2) not in pymsg:
msgs = "ArcPy ERRORS:\n" + arcpy.GetMessages(2) + "\n"
arcpy.AddError(msgs)
print(msgs)
def setupLoggingNoCh(node, scriptName, huc12 = '000000000000', version = ''):
# create logger with name 'example'
log = logging.getLogger('example')
log.setLevel(logging.DEBUG)
# create formatter and add it to the handlers
formatter = logging.Formatter('%(levelname)s - %(message)s')
nowYmd = datetime.datetime.strftime(datetime.datetime.now(), '%Y_%m_%d_%H_%M_%S')
logsDir = defineLocalProc(node)
logName = os.path.join(logsDir, 'Logs', os.path.splitext(os.path.basename(scriptName))[0] + '_' + huc12 + '_' + nowYmd + '.txt')
if not os.path.isdir(os.path.dirname(logName)):
os.makedirs(os.path.dirname(logName))
# create file handler to log debug messages, new log file each time
fh = logging.FileHandler(logName, mode = 'w')
fh.setLevel(logging.DEBUG)
fh.setFormatter(formatter)
log.addHandler(fh)
startTime = time.time()
log.info("Beginning logging for script at " + str(time.asctime()))
log.info("Logging output to: " + logName)
return log, nowYmd, logName, startTime
def setupLoggingSimple(node, scriptName, nowYmd, huc12 = '000000000000', version = ''):
# create logger with name 'example'
log = logging.getLogger('example')
log.setLevel(logging.DEBUG)
# create formatter and add it to the handlers
formatter = logging.Formatter('%(levelname)s - %(message)s')
logsDir = defineLocalProc(node)
logName = os.path.join(logsDir, 'Logs', os.path.splitext(os.path.basename(scriptName))[0] + '_' + huc12 + '_' + nowYmd + '.txt')
if not os.path.isdir(os.path.dirname(logName)):
os.makedirs(os.path.dirname(logName))
# create file handler to log debug messages, new log file each time
fh = logging.FileHandler(logName, mode = 'w')
fh.setLevel(logging.DEBUG)
fh.setFormatter(formatter)
log.addHandler(fh)
startTime = time.time()
log.info("Beginning logging for script at " + str(time.asctime()))
log.info("Logging output to: " + logName)
return log, logName, startTime
def setupLoggingNew(node, scriptName, huc12 = '000000000000', version = ''):
# create logger with name 'example'
log = logging.getLogger('example')
log.setLevel(logging.DEBUG)
# create formatter and add it to the handlers
formatter = logging.Formatter('%(levelname)s - %(message)s')
##formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s')
nowYmd = datetime.datetime.strftime(datetime.datetime.now(), '%Y_%m_%d_%H_%M_%S')
logsDir = defineLocalProc(node)
logName = os.path.join(logsDir, 'Logs', os.path.splitext(os.path.basename(scriptName))[0] + '_' + huc12 + '_' + nowYmd + '.txt')
if not os.path.isdir(os.path.dirname(logName)):
os.makedirs(os.path.dirname(logName))
# create file handler to log debug messages, new log file each time
fh = logging.FileHandler(logName, mode = 'w')
fh.setLevel(logging.DEBUG)
fh.setFormatter(formatter)
log.addHandler(fh)
# create console handler with a higher log level
ch = logging.StreamHandler()
ch.setLevel(logging.INFO)
ch.setFormatter(formatter)
log.addHandler(ch)
startTime = time.time()
log.info("Beginning logging for script at " + str(time.asctime()))
log.info("Logging output to: " + logName)
#### log.warn(outputString)