def Run(self, args):
"""This is what gets called when the user runs this command.
Args:
args: an argparse namespace. All the arguments that were provided to this
command invocation.
Returns:
Some value that we want to have printed later.
"""
# Get the input file and format.
data_format = 'json'
input_file = ''
if args.json_instances:
data_format = 'json'
input_file = args.json_instances
elif args.text_instances:
data_format = 'text'
input_file = args.text_instances
# Read the instances from input file.
# TODO(b/31944251): change to a generic FileType like method for
# reading from input files.
instances = []
if input_file == '-':
instances = _ReadInstances(sys.stdin, data_format)
else:
with open(input_file, 'r') as f:
instances = _ReadInstances(f, data_format)
return predict.Predict(model_name=args.model,
version_name=args.version,
instances=instances)
def Run(self, args):
"""This is what gets called when the user runs this command.
Args:
args: an argparse namespace. All the arguments that were provided to this
command invocation.
Returns:
Some value that we want to have printed later.
"""
instances = predict_utilities.ReadInstancesFromArgs(
args.json_instances,
args.text_instances,
limit=INPUT_INSTANCES_LIMIT)
model_or_version_ref = predict_utilities.ParseModelOrVersionRef(
args.model, args.version)
results = predict.Predict(model_or_version_ref, instances)
if not args.IsSpecified('format'):
# default format is based on the response.
args.format = self._DefaultFormat(results.get('predictions'))
return results
def Run(self, args):
"""This is what gets called when the user runs this command.
Args:
args: an argparse namespace. All the arguments that were provided to this
command invocation.
Returns:
Some value that we want to have printed later.
"""
# Get the input instances.
data_format = ''
input_file = ''
if args.json_instances:
data_format = 'json'
input_file = args.json_instances
elif args.text_instances:
data_format = 'text'
input_file = args.text_instances
instances = predict_utilities.ReadInstances(input_file, data_format)
results = predict.Predict(
model_name=args.model, version_name=args.version, instances=instances)
# Hack to make the results available to Format() method
self.predictions = results['predictions']
return results
def Run(self, args):
"""This is what gets called when the user runs this command.
Args:
args: an argparse namespace. All the arguments that were provided to this
command invocation.
Returns:
Some value that we want to have printed later.
"""
instances = predict_utilities.ReadInstancesFromArgs(
args.json_instances, args.text_instances, limit=INPUT_INSTANCES_LIMIT)
model_or_version_ref = predict_utilities.ParseModelOrVersionRef(
args.model, args.version)
results = predict.Predict(model_or_version_ref, instances)
# Hack to make the results available to Format() method
self.predictions = results.get('predictions')
return results