def experiment_2():
pass
# XP 2:
nodes_2_n6p = load_experiments(
100, **{
DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_6P + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE:
"\'" + "a.20" + "\'"
})
nodes_2_n4 = load_experiments(
100, **{
DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_4 + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE:
"\'" + "a.20" + "\'"
})
sum_2_n4 = 0
for node in nodes_2_n4:
sum_2_n4 = sum_2_n4 + int(node.getTimeDuration())
average_2_n4 = sum_2_n4 / len(nodes_2_n4)
nodes_2_n4[0].delay = str(average_2_n4)
sum_2_n6p = 0
for node in nodes_2_n6p:
sum_2_n6p = sum_2_n6p + int(node.getTimeDuration())
average_2_n6p = sum_2_n6p / len(nodes_2_n6p)
nodes_2_n6p[0].delay = str(average_2_n6p)
# only averages count
nodes = [[nodes_2_n4[0]], [nodes_2_n6p[0]]]
ChartDraw.createChart(nodes, "Responsiveness", "image name and size (KB)",
"decode time (ms)")
def run_respdroid_dummy_data(self, n_iterations):
print("running respdroid with dummy data")
# current_experiment_id = atomic_get_experiment_number()
# resultLists = get_dummy_data(current_experiment_id)
load_experiments(0)
def runRespDroid(self, n_iterations):
print ("in runRespDroid")
self.check_device_connections()
if RECORD_RESULTS:
current_experiment_number = atomic_get_new_experiment_number()
else:
current_experiment_number = DEFAULT_EXPERIMENT_ID
# TODO: result lists should be Plotable
if RUN_ON_CLIENT:
result_lists_of_n_iterations = self.run_app_record_logcat_and_return_respnode_list(n_iterations,
current_experiment_number)
print "APP RUN FINISHED"
if LOG_VERBOSE:
for i, result_list in enumerate(result_lists_of_n_iterations):
print "result list: ", i
for result in result_list:
print result
# save results in database?
if RECORD_RESULTS:
self.store_data(result_lists_of_n_iterations)
CL_RESPDROID_OPERATION
# Load the same results from database
# [ img1_i1d1, ,img1i1d2, ...,] nodes with mixed device, iteration, image values
loaded_result_list = load_experiments(DatabaseManager.QUERY_LIMIT, current_experiment_number)
# operation ='\'Image Display\'')
print "loaded results"
print len(loaded_result_list)
print loaded_result_list
# exit(0)
# [ #d1 [img1_i1, ,img1i2, , ...]
# #d2 [img1_i1, ,img1i2], ...] list of nodes, indexed by device type
device_sublists = DataPreparation.partition_nodelist_by_device_type_return_sublists(loaded_result_list)
# [#d1 [img1_mean_std, img2_mean_std, img3_mean_std, ...]
# #d2 [img1_mean_std, img2_mean_std, img3_mean_std, ...], ...] same as above, but
# iterations of the same images have been reduced to 1 image
mean_std_device_sublists = []
for device_sublist in device_sublists:
print "\n device sublist:"
mean_std_device_sublist = DataPreparation.reduce_respnode_n_iterations_to_plotables(device_sublist)
mean_std_device_sublists.append(mean_std_device_sublist)
mean_std_device_sublists = DataPreparation.sort_nodelists_by_megapixels(mean_std_device_sublists)
# print "result_lists:", result_lists
# print "loaded_result_list:", loaded_result_list
if DRAW_CHART:
ChartDraw.plot_with_error_bars(mean_std_device_sublists,
"Responsiveness", "image name and megapixels", "decode time (ms)")
def experiment_1():
pass
# # XP1:
nodes_1 = load_experiments(
10, **{
DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_6P + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE:
"\'" + "b.20" + "\'"
})
ChartDraw.create_box_chart_x1(nodes_1, "Respdroid Statistics",
"size in KB", "operation delay")
def experiment3():
# pass
#
# # XP 3:
# #N6
nodes_2_n6p_a20 = load_experiments(
20, **{
DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_6P + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE:
"\'" + "a.20" + "\'"
})
nodes_2_n6p_b40 = load_experiments(
20, **{
DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_6P + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE:
"\'" + "b.40" + "\'"
})
nodes_2_n6p_b60 = load_experiments(
20, **{
DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_6P + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE:
"\'" + "b.60" + "\'"
})
nodes_2_n6p_c80 = load_experiments(
20, **{
DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_6P + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE:
"\'" + "c.80" + "\'"
})
nodes_2_n6p_b1100 = load_experiments(
20, **{
DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_6P + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE:
"\'" + "b1.100" + "\'"
})
# N4:
nodes_2_n4_a20 = load_experiments(
20, **{
DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_4 + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE:
"\'" + "a.20" + "\'"
})
nodes_2_n4_b40 = load_experiments(
20, **{
DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_4 + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE:
"\'" + "b.40" + "\'"
})
nodes_2_n4_b60 = load_experiments(
20, **{
DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_4 + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE:
"\'" + "b.60" + "\'"
})
nodes_2_n4_c80 = load_experiments(
20, **{
DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_4 + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE:
"\'" + "c.80" + "\'"
})
nodes_2_n4_b1_100 = load_experiments(
20, **{
DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_4 + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE:
"\'" + "b1.100" + "\'"
})
n4s = [
get_average_in_one_node(nodes_2_n4_b1_100),
get_average_in_one_node(nodes_2_n4_b40),
get_average_in_one_node(nodes_2_n4_c80),
get_average_in_one_node(nodes_2_n4_a20),
get_average_in_one_node(nodes_2_n4_b60)
]
n6ps = [
get_average_in_one_node(nodes_2_n6p_b1100),
get_average_in_one_node(nodes_2_n6p_b40),
get_average_in_one_node(nodes_2_n6p_c80),
get_average_in_one_node(nodes_2_n6p_a20),
get_average_in_one_node(nodes_2_n6p_b60)
]
# only averages count
nodes = [n4s, n6ps]
ChartDraw.createChart(nodes, "Responsiveness", "image name and size (KB)",
"decode time (ms)")
def load_results_for_experiment_4(self):
nodes_2_n6p_a20 = load_experiments(20, **{DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_6P + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE: "\'" + "a.20" + "\'"
}
)
nodes_2_n6p_b40 = load_experiments(20, **{DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_6P + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE: "\'" + "b.40" + "\'"
}
)
nodes_2_n6p_b60 = load_experiments(20, **{DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_6P + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE: "\'" + "b.60" + "\'"
}
)
nodes_2_n6p_c80 = load_experiments(20, **{DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_6P + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE: "\'" + "c.80" + "\'"
}
)
nodes_2_n6p_b1100 = load_experiments(20, **{DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_6P + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE: "\'" + "b1.100" + "\'"
}
)
# N4:
nodes_2_n4_a20 = load_experiments(20, **{DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_4 + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE: "\'" + "a.20" + "\'"
}
)
nodes_2_n4_b40 = load_experiments(20, **{DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_4 + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE: "\'" + "b.40" + "\'"
}
)
nodes_2_n4_b60 = load_experiments(20, **{DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_4 + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE: "\'" + "b.60" + "\'"
}
)
nodes_2_n4_c80 = load_experiments(20, **{DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_4 + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE: "\'" + "c.80" + "\'"
}
)
nodes_2_n4_b1_100 = load_experiments(20, **{DatabaseManager.CL_RESPDROID_DEVICE:
"\'" + DeviceInfo.DEVICE_NEXUS_4 + "\'",
DatabaseManager.CL_RESPDROID_IMG_BASE: "\'" + "b1.100" + "\'"
}
)
n4s = [get_average_in_one_node(nodes_2_n4_b1_100), get_average_in_one_node(nodes_2_n4_b40),
get_average_in_one_node(nodes_2_n4_c80), get_average_in_one_node(nodes_2_n4_a20),
get_average_in_one_node(nodes_2_n4_b60)
]
n6ps = [get_average_in_one_node(nodes_2_n6p_b1100),
get_average_in_one_node(nodes_2_n6p_b40),
get_average_in_one_node(nodes_2_n6p_c80),
get_average_in_one_node(nodes_2_n6p_a20),
get_average_in_one_node(nodes_2_n6p_b60)
]
# only averages count
nodes = [n4s, n6ps]
return nodes