def __init__(self, values):
self._values = to_list(values)
self._data = reader.read(self._values)
Parser.check_data(spec=self, data=self._data)
headers = Parser.get_headers(spec=self, data=self._data)
matrix = Parser.get_matrix(spec=self, data=self._data)
try:
self._matrix = validator.validate_matrix(matrix)
except ValidationError as e:
raise PolyaxonConfigurationError(e)
try:
self._headers = validator.validate_headers(spec=self, data=headers)
except ValidationError as e:
raise PolyaxonConfigurationError(e)
self._parsed_data = []
self._validated_data = []
self._experiment_specs = []
matrix_declarations = self.matrix_declarations if self.matrix_declarations else [
{}
]
for i, matrix_declaration in enumerate(matrix_declarations):
parsed_data = Parser.parse(self, self._data, matrix_declaration)
self._validated_data.append(
validator.validate(spec=self, data=parsed_data))
self._parsed_data.append(parsed_data)
self._experiment_specs.append(
Specification(experiment=i, values=parsed_data))
def __init__(self, values):
self._values = to_list(values)
self._data = reader.read(self._values)
Parser.check_data(spec=self, data=self._data)
headers = Parser.get_headers(spec=self, data=self._data)
try:
self._headers = validator.validate_headers(spec=self, data=headers)
except ValidationError as e:
raise PolyaxonConfigurationError(e)
parsed_data = Parser.parse(self, self._data, None)
self._validated_data = validator.validate(spec=self, data=parsed_data)
self._parsed_data = parsed_data
def get_experiment_spec(self, matrix_declaration):
"""Returns and experiment spec for this group spec and the given matrix declaration."""
parsed_data = Parser.parse(self, self._data, matrix_declaration)
settings = SettingsConfig.get_experiment_settings(
parsed_data[self.SETTINGS])
del parsed_data[self.SETTINGS]
if settings:
parsed_data[self.SETTINGS] = settings
validator.validate(spec=self, data=parsed_data)
return ExperimentSpecification(
values=[parsed_data, {
'kind': self._EXPERIMENT
}])
def __init__(self, filepath):
self._filepath = filepath
self._data = reader.read(self._filepath)
self._parsed_data = Parser.parse(self._data)
self._validated_data = validator.validate(self._parsed_data)
def _set_parsed_data(self):
parsed_data = Parser.parse(self, self._data, None)
self._validated_data = validator.validate(spec=self, data=parsed_data)
self._parsed_data = parsed_data
def _set_parsed_data(self):
# We need to validate that the data is correct
# For that we just use a matrix declaration test
parsed_data = Parser.parse(self, self._data,
self.matrix_declaration_test)
validator.validate(spec=self, data=parsed_data)