ncpus = int(os.getenv(
'NUM_PROCS')) # try to use variable defined in sbatch script
except:
ncpus = ncpus # otherwise default to this number of cores
# combine data files
tt.combine(project_path=project_path,
primary=data_files[0],
data_files=data_files[1:],
output='data_combined_sensitivity.xlsx')
modelInputs_XLSX = 'data_combined_sensitivity.xlsx'
# =======================================================
# Move modelInputs_XLSX to database
# =======================================================
modelInputs = tt.move_data_to_db(modelInputs_XLSX, path=project_path)
# =======================================================
# Create directories - best completed before using multiprocessing
# =======================================================
sens_dir = 'sensitivity'
tt.create_dir(project_path=project_path, optional_dir=sens_dir)
# ====================================
# Perform Simulations
# ====================================
for scenarioName in scenarioNames:
# Create sensitivity cases
cases = tt.createSensitivityCases(scenarioInputs, scenarioName,
sensitivityInputs,
if __name__ == '__main__':
# =======================================================
# Model Inputs
# =======================================================
modelInputs_XLSX = 'data.xlsx'
scenarioInputs = 'scenarios.xlsx'
scenarioNames = ['A', 'B', 'C', 'D']
paths = 'paths.csv'
sensitivityInputs = 'sensitivityVariables.xlsx'
sensitivityMultiplier = 10.0 # percent perturbation
# =======================================================
# Move modelInputs_XLSX to database
# =======================================================
modelInputs = tt.move_data_to_db(modelInputs_XLSX, path='data')
# =======================================================
# Create directory to hold sensitivity inputs and outputs
# =======================================================
workDir = os.getcwd()
sensDir = workDir + "\\sensitivity"
try:
os.stat(sensDir)
except:
os.mkdir(sensDir)
# ====================================
# Perform Simulations
# ====================================