Add random testing mechanism

This commit is contained in:
Stuckinaboot 2019-04-03 17:46:33 -04:00
parent 19fd445bb7
commit db917b2e3e

View File

@ -2,6 +2,7 @@ import asyncio
import multiaddr
import pytest
import random
import pprint
from pyvis.network import Network
from tests.utils import cleanup
@ -189,14 +190,23 @@ async def perform_test_from_obj(obj,timeout_len=2):
# Ensure same number of messages received as sent
assert len(all_received_msgs_in_topic) == len(all_actual_msgs[topic])
# Success, terminate pending tasks.
await cleanup()
def generate_test_obj_with_random_params(params):
return {
"num_nodes": random.randint(params["min_num_nodes"], params["max_num_nodes"]),
"density": random.uniform(0.01, params["max_density"]),
"num_topics": random.randint(1, params["max_num_topics"]),
"max_nodes_per_topic": random.randint(params["min_max_nodes_per_topic"], params["max_max_nodes_per_topic"]),
"max_msgs_per_topic": random.randint(params["min_max_msgs_per_topic"], params["max_max_msgs_per_topic"])
}
def generate_random_topology(num_nodes, density, num_topics, max_nodes_per_topic, max_msgs_per_topic):
# Give nodes string labels so that perform_test_with_obj works correctly
# Note: "n" is appended so that visualizations work properly ('00' caused issues)
nodes = ["n" + str(i).zfill(2) for i in range(0,num_nodes)]
# Adjust max_nodes_per_topic if it exceeds number of nodes
max_nodes_per_topic = min(max_nodes_per_topic, num_nodes)
# 1) Generate random graph structure
# Create initial graph by connecting each node to its previous node
@ -270,6 +280,21 @@ def generate_random_topology(num_nodes, density, num_topics, max_nodes_per_topic
# 5) Return completed test_obj
return test_obj
def create_graph(test_obj):
net = Network()
net.barnes_hut()
adj_list = test_obj["adj_list"]
# print(list(adj_list.keys()))
nodes_to_add = list(adj_list.keys())
net.add_nodes(nodes_to_add)
for node in adj_list:
neighbors = adj_list[node]
for neighbor in neighbors:
net.add_edge(node, neighbor)
net.show("random_topology.html")
@pytest.mark.asyncio
async def test_simple_random():
num_nodes = 5
@ -277,27 +302,82 @@ async def test_simple_random():
num_topics = 2
max_nodes_per_topic = 5
max_msgs_per_topic = 5
print("Generating random topology")
topology_test_obj = generate_random_topology(num_nodes, density, num_topics,\
max_nodes_per_topic, max_msgs_per_topic)
print(topology_test_obj)
print("*****Topology Summary*****")
print("# nodes: " + str(num_nodes))
print("Density: " + str(density))
print("# topics: " + str(num_topics))
print("Nodes per topic: " + str(max_nodes_per_topic))
print("Msgs per topic: " + str(max_msgs_per_topic))
print("**************************")
print("Performing Test")
await perform_test_from_obj(topology_test_obj, timeout_len=20)
print("Test Completed")
print("Generating Graph")
create_graph(topology_test_obj)
print("Graph Generated")
# Save graph
save_graph = True
if save_graph:
net = Network()
net.barnes_hut()
# Success, terminate pending tasks.
await cleanup()
adj_list = topology_test_obj["adj_list"]
# print(list(adj_list.keys()))
nodes_to_add = list(adj_list.keys())
net.add_nodes(nodes_to_add)
print(nodes_to_add)
print(net.nodes)
for node in adj_list:
neighbors = adj_list[node]
for neighbor in neighbors:
net.add_edge(node, neighbor)
net.show("random_topology.html")
@pytest.mark.asyncio
async def test_random_10():
min_num_nodes = 8
max_num_nodes = 10
max_density = 0.4
max_num_topics = 5
min_max_nodes_per_topic = 10
max_max_nodes_per_topic = 20
min_max_msgs_per_topic = 10
max_max_msgs_per_topic = 20
num_random_tests = 10
summaries = []
params_to_generate_random_params = {
"min_num_nodes": min_num_nodes,
"max_num_nodes": max_num_nodes,
"max_density": max_density,
"max_num_topics": max_num_topics,
"min_max_nodes_per_topic": min_max_nodes_per_topic,
"max_max_nodes_per_topic": max_max_nodes_per_topic,
"min_max_msgs_per_topic": min_max_msgs_per_topic,
"max_max_msgs_per_topic": max_max_msgs_per_topic
}
for i in range(0, num_random_tests):
random_params = generate_test_obj_with_random_params(params_to_generate_random_params)
print("Generating random topology")
topology_test_obj = generate_random_topology(random_params["num_nodes"], random_params["density"],\
random_params["num_topics"], random_params["max_nodes_per_topic"], \
random_params["max_msgs_per_topic"])
summary = {
"num_nodes": random_params["num_nodes"],
"density": random_params["density"],
"num_topics": random_params["num_topics"],
"nodes_per_topics": random_params["max_nodes_per_topic"],
"msgs_per_topics": random_params["max_msgs_per_topic"]
}
summaries.append(pprint.pformat(summary, indent=4))
print("Performing Test")
await perform_test_from_obj(topology_test_obj, timeout_len=30)
print("Test Completed")
# print("Generating Graph")
# create_graph(topology_test_obj)
# print("Graph Generated")
print("***Test " + str(i + 1) + "/" + str(num_random_tests) + " Completed***")
with open('summaries.rand_test', 'a') as out_file:
out_file.write(pprint.pformat(summaries, indent=4))
# Success, terminate pending tasks.
await cleanup()