import datetime
import Preprocessing
import sys
import warnings
warnings.filterwarnings("ignore", category=DeprecationWarning)
def Read_Metadata_File(file):
import json
metadata = json.load(open(file))['Preprocessing']
return metadata
#Read in the metadata file
metadata_file = sys.argv[1]
metadata = Read_Metadata_File(metadata_file)
info = metadata
info['idate'] = datetime.datetime(metadata['startdate']['year'],
metadata['startdate']['month'],
metadata['startdate']['day'],0)
info['fdate'] = datetime.datetime(metadata['enddate']['year'],
metadata['enddate']['month'],
metadata['enddate']['day'],0) + datetime.timedelta(days=1) - datetime.timedelta(seconds=info['dt'])
#Cluster the data
Preprocessing.Prepare_Model_Input_Data(info)
idate = datetime.datetime(metadata['startdate']['year'],
metadata['startdate']['month'],
metadata['startdate']['day'], 0)
fdate = datetime.datetime(metadata['enddate']['year'],
metadata['enddate']['month'],
metadata['enddate']['day'], 23)
#Define the info
hydrobloks_info = {
'icatch': metadata['catchment_id'],
'input_file': metadata['input_file'],
'output_file': metadata['output_file'],
'workspace': metadata['workspace'],
'surface_flow_flag': metadata['surface_flow_flag'],
'subsurface_flow_flag': metadata['subsurface_flow_flag'],
'dt': metadata['dt'], #seconds
'dx': metadata['dx'], #meters
'nsoil': metadata['nsoil'],
'ncores': metadata['parallel_ncores'],
'idate': idate,
'fdate': fdate,
'nclusters': metadata['nhru'],
'model_type': metadata['model_type'],
'create_mask_flag': metadata['create_mask_flag'],
'covariates': metadata['covariates'],
'hwu_flag': metadata['hwu_flag'],
}
#Cluster the data
Preprocessing.Prepare_Model_Input_Data(hydrobloks_info)
