def persist_to_file(self, results, file_path):
"""
Persist simulation results to a file in YAML format.
:param results: simulation results to be persisted
:param file_path: file to which the simulation results are written
"""
stream = file(file_path, 'w')
yaml.dump(util.sanitize_results(results), stream)
def persist_to_file(self, results, file_path):
"""
Persist simulation results to a file in YAML format.
:param results: simulation results to be persisted
:param file_path: file to which the simulation results are written
"""
stream = file(file_path, 'w')
yaml.dump(util.sanitize_results(results), stream)
def plot2d_from_memory(self, results, x_param, y_param, output_filename, title="", x_label="", y_label=""):
"""
Plot two-dimensional simulation results from a python data structure in memory.
:param results: simulation results to be plotted
:param x_param: parameter of the simulation results to be used on the x axis
:param y_param: parameter of the simulation results to be used on the y axis
:param output_filename: file to write the plot to
:param title: title of the plot
:param x_label: name of the plot x axis
:param y_label: name of the y axis
"""
params = self._get_corresponding_results(util.sanitize_results(results), x_param, y_param)
self._plot2d(util.strip_unit(params[0]),
util.strip_unit(params[1]),
output_filename, title, x_label, y_label)
def run_simulations(self, tag):
simulation_scenarios = self.generator.generate_memory()
#print len(simulation_scenarios)
automator_input = []
for scenario in simulation_scenarios:
automator_entry = {}
automator_entry["parameters"] = scenario
automator_entry["strategies"] = None
automator_input.append(automator_entry)
results, fails = self.automator.run(automator_input, tag)
self.persistence.initialise_database_client()
sanitized_results = sanitize_results(results)
#print sanitized_results
self.persistence.persist_to_database(self.config["Persistence"]["database"]["collection_name"], sanitized_results)
return results, fails
def run_simulations(self, tag):
simulation_scenarios = self.generator.generate_memory()
#print len(simulation_scenarios)
automator_input = []
for scenario in simulation_scenarios:
automator_entry = {}
automator_entry["parameters"] = scenario
automator_entry["strategies"] = None
automator_input.append(automator_entry)
results, fails = self.automator.run(automator_input, tag)
self.persistence.initialise_database_client()
sanitized_results = sanitize_results(results)
#print sanitized_results
self.persistence.persist_to_database(
self.config["Persistence"]["database"]["collection_name"],
sanitized_results)
return results, fails
def plot2d_from_memory(self,
results,
x_param,
y_param,
output_filename,
title="",
x_label="",
y_label=""):
"""
Plot two-dimensional simulation results from a python data structure in memory.
:param results: simulation results to be plotted
:param x_param: parameter of the simulation results to be used on the x axis
:param y_param: parameter of the simulation results to be used on the y axis
:param output_filename: file to write the plot to
:param title: title of the plot
:param x_label: name of the plot x axis
:param y_label: name of the y axis
"""
params = self._get_corresponding_results(
util.sanitize_results(results), x_param, y_param)
self._plot2d(util.strip_unit(params[0]), util.strip_unit(params[1]),
output_filename, title, x_label, y_label)
