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_downloads/4b858dab9366f77b3641c99adece5fd2/weather_observations.ipynb
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_downloads/75c4ab69c0f59fbb1589b03be360a485/optionsparser.py
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import yaml | ||
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def get_parameters(config_file, required, defaults): | ||
''' | ||
Parameters: | ||
Optionfile: FileName of the yaml file containing the options | ||
required: Dict of required argument names and their object types. | ||
defaults: Dict of default parameters mapping to their default values | ||
Returns: An object with fields named according to required and optional values. | ||
''' | ||
f = open(config_file) | ||
options = yaml.safe_load(f) | ||
# create a parameters object that allows setting attributes. | ||
parameters = type('Options', (), {})() | ||
# check required arguments | ||
for arg in required: | ||
if not arg in options: | ||
raise Exception("Could not find required Argument " + arg + " aborting...") | ||
else: | ||
if not isinstance(options[arg],required[arg]): | ||
raise Exception("Expected input of type " + str(required[arg]) + " but got " + str(type(options[arg]))) | ||
print("Setting " + arg + " to " + str(options[arg])) | ||
setattr(parameters,arg,options[arg]) | ||
# check the default values. | ||
for arg in defaults: | ||
if arg in options: | ||
if not isinstance(options[arg],type(defaults[arg])): | ||
#Wrong type for the parameter | ||
raise Exception("Expected input of type " + str(type(defaults[arg])) + " but got " + str(type(options[arg]))) | ||
print("Setting " + arg + " to " + str(options[arg])) | ||
setattr(parameters,arg,options[arg]) | ||
else: | ||
print( arg + " not found in option file. Using default: " +str(defaults[arg])) | ||
setattr(parameters,arg,defaults[arg]) | ||
return parameters | ||
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