From 21bcf742a4cd59dffdedbc367b708cef98d990c7 Mon Sep 17 00:00:00 2001 From: Stuckinaboot Date: Tue, 2 Apr 2019 01:18:41 -0400 Subject: [PATCH] Brainstorming --- tests/pubsub/test_random_topology.py | 273 +++++++++++++++++++++++++++ 1 file changed, 273 insertions(+) create mode 100644 tests/pubsub/test_random_topology.py diff --git a/tests/pubsub/test_random_topology.py b/tests/pubsub/test_random_topology.py new file mode 100644 index 0000000..4b1e13a --- /dev/null +++ b/tests/pubsub/test_random_topology.py @@ -0,0 +1,273 @@ +import asyncio +import multiaddr +import pytest +import random + +from tests.utils import cleanup +from libp2p import new_node +from libp2p.peer.peerinfo import info_from_p2p_addr +from libp2p.pubsub.pb import rpc_pb2 +from libp2p.pubsub.pubsub import Pubsub +from libp2p.pubsub.floodsub import FloodSub +from utils import generate_message_id, generate_RPC_packet + +# pylint: disable=too-many-locals + +async def connect(node1, node2): + """ + Connect node1 to node2 + """ + addr = node2.get_addrs()[0] + info = info_from_p2p_addr(addr) + await node1.connect(info) + +async def perform_test_from_obj(obj): + """ + Perform a floodsub test from a test obj. + test obj are composed as follows: + + { + "supported_protocols": ["supported/protocol/1.0.0",...], + "adj_list": { + "node1": ["neighbor1_of_node1", "neighbor2_of_node1", ...], + "node2": ["neighbor1_of_node2", "neighbor2_of_node2", ...], + ... + }, + "topic_map": { + "topic1": ["node1_subscribed_to_topic1", "node2_subscribed_to_topic1", ...] + }, + "messages": [ + { + "topics": ["topic1_for_message", "topic2_for_message", ...], + "data": "some contents of the message (newlines are not supported)", + "node_id": "message sender node id" + }, + ... + ] + } + NOTE: In adj_list, for any neighbors A and B, only list B as a neighbor of A + or B as a neighbor of A once. Do NOT list both A: ["B"] and B:["A"] as the behavior + is undefined (even if it may work) + """ + + # Step 1) Create graph + adj_list = obj["adj_list"] + node_map = {} + floodsub_map = {} + pubsub_map = {} + + supported_protocols = obj["supported_protocols"] + + tasks_connect = [] + for start_node_id in adj_list: + # Create node if node does not yet exist + if start_node_id not in node_map: + node = await new_node(transport_opt=["/ip4/127.0.0.1/tcp/0"]) + await node.get_network().listen(multiaddr.Multiaddr("/ip4/127.0.0.1/tcp/0")) + + node_map[start_node_id] = node + + floodsub = FloodSub(supported_protocols) + floodsub_map[start_node_id] = floodsub + pubsub = Pubsub(node, floodsub, start_node_id) + pubsub_map[start_node_id] = pubsub + + # For each neighbor of start_node, create if does not yet exist, + # then connect start_node to neighbor + for neighbor_id in adj_list[start_node_id]: + # Create neighbor if neighbor does not yet exist + if neighbor_id not in node_map: + neighbor_node = await new_node(transport_opt=["/ip4/127.0.0.1/tcp/0"]) + await neighbor_node.get_network().listen(multiaddr.Multiaddr("/ip4/127.0.0.1/tcp/0")) + + node_map[neighbor_id] = neighbor_node + + floodsub = FloodSub(supported_protocols) + floodsub_map[neighbor_id] = floodsub + pubsub = Pubsub(neighbor_node, floodsub, neighbor_id) + pubsub_map[neighbor_id] = pubsub + + # Connect node and neighbor + # await connect(node_map[start_node_id], node_map[neighbor_id]) + tasks_connect.append(asyncio.ensure_future(connect(node_map[start_node_id], node_map[neighbor_id]))) + tasks_connect.append(asyncio.sleep(2)) + await asyncio.gather(*tasks_connect) + + # Allow time for graph creation before continuing + # await asyncio.sleep(0.25) + + # Step 2) Subscribe to topics + queues_map = {} + topic_map = obj["topic_map"] + + tasks_topic = [] + tasks_topic_data = [] + for topic in topic_map: + for node_id in topic_map[topic]: + """ + # Subscribe node to topic + q = await pubsub_map[node_id].subscribe(topic) + + # Create topic-queue map for node_id if one does not yet exist + if node_id not in queues_map: + queues_map[node_id] = {} + + # Store queue in topic-queue map for node + queues_map[node_id][topic] = q + """ + tasks_topic.append(asyncio.ensure_future(pubsub_map[node_id].subscribe(topic))) + tasks_topic_data.append((node_id, topic)) + tasks_topic.append(asyncio.sleep(2)) + + # Gather is like Promise.all + responses = await asyncio.gather(*tasks_topic, return_exceptions=True) + for i in range(len(responses) - 1): + q = responses[i] + node_id, topic = tasks_topic_data[i] + if node_id not in queues_map: + queues_map[node_id] = {} + + # Store queue in topic-queue map for node + queues_map[node_id][topic] = q + + # Allow time for subscribing before continuing + # await asyncio.sleep(0.01) + + # Step 3) Publish messages + topics_in_msgs_ordered = [] + messages = obj["messages"] + tasks_publish = [] + for msg in messages: + topics = msg["topics"] + + data = msg["data"] + node_id = msg["node_id"] + + # Get actual id for sender node (not the id from the test obj) + actual_node_id = str(node_map[node_id].get_id()) + + # Create correctly formatted message + msg_talk = generate_RPC_packet(actual_node_id, topics, data, generate_message_id()) + + # Publish message + # await floodsub_map[node_id].publish(actual_node_id, msg_talk.to_str()) + tasks_publish.append(asyncio.ensure_future(floodsub_map[node_id].publish(\ + actual_node_id, msg_talk.SerializeToString()))) + + # For each topic in topics, add topic, msg_talk tuple to ordered test list + # TODO: Update message sender to be correct message sender before + # adding msg_talk to this list + for topic in topics: + topics_in_msgs_ordered.append((topic, msg_talk)) + + # Allow time for publishing before continuing + # await asyncio.sleep(0.4) + tasks_publish.append(asyncio.sleep(2)) + await asyncio.gather(*tasks_publish) + + # Step 4) Check that all messages were received correctly. + # TODO: Check message sender too + for i in range(len(topics_in_msgs_ordered)): + topic, actual_msg = topics_in_msgs_ordered[i] + for node_id in topic_map[topic]: + # Get message from subscription queue + msg_on_node_str = await queues_map[node_id][topic].get() + assert actual_msg.publish[0].SerializeToString() == msg_on_node_str.SerializeToString() + + # Success, terminate pending tasks. + await cleanup() + +# @pytest.mark.asyncio +# async def test_simple_two_nodes_test_obj(): +# test_obj = { +# "supported_protocols": ["/floodsub/1.0.0"], +# "adj_list": { +# "A": ["B"], +# "B": ["A"] +# }, +# "topic_map": { +# "topic1": ["B"] +# }, +# "messages": [ +# { +# "topics": ["topic1"], +# "data": "foo", +# "node_id": "A" +# } +# ] +# } +# await perform_test_from_obj(test_obj) + +def generate_random_topology(num_nodes, topic_density, num_topics, max_nodes_per_topic, max_msgs_per_topic): + nodes = range(num_nodes) + + # Create a separate graph for each topic + topic_graphs = {} + for topic in range(num_topics): + # TODO: Pick random num of nodes to be in topic (at least 1) + num_nodes_in_topic = max_nodes_per_topic + nodes_in_topic = random.sample(nodes, num_nodes_in_topic) + print("***Nodes in topic***") + print(num_nodes_in_topic) + print(nodes_in_topic) + + # Create initial graph by connecting each node to its previous node + # This ensures the graph is connected + graph = {} + + graph[nodes_in_topic[0]] = [] + + max_num_edges = num_nodes_in_topic * (num_nodes_in_topic - 1) / 2 + num_edges = 1 + + for i in range(1, len(nodes_in_topic)): + prev = nodes_in_topic[i - 1] + curr = nodes_in_topic[i] + + graph[curr] = [prev] + graph[prev].append(curr) + num_edges += 1 + + # Add random edges until topic density is hit + while num_edges / max_num_edges < topic_density: + selected_nodes = random.sample(nodes_in_topic, 2) + + # Only add the nodes as neighbors if they are not already neighbors + if selected_nodes[0] not in graph[selected_nodes[1]]: + graph[selected_nodes[0]].append(selected_nodes[1]) + graph[selected_nodes[1]].append(selected_nodes[0]) + num_edges += 1 + + topic_graphs[topic] = graph + print(graph) + + # Generate network graph from union of topic graphs + network_graph = {} + + for topic in topic_graphs: + graph = topic_graphs[topic] + for node in graph: + # Add node if not in network graph + if node not in network_graph: + network_graph[node] = [] + for neighbor in graph[node]: + # Add neighbor if not in network graph + if neighbor not in network_graph: + network_graph[neighbor] = [] + + # Add edge if not in network graph + if neighbor not in network_graph[node]: + network_graph[node].append(neighbor) + network_graph[neighbor].append(node) + +def test_simple_random(): + num_nodes = 4 + topic_density = 0.5 + num_topics = 2 + max_nodes_per_topic = 4 + max_msgs_per_topic = 1 + topology = generate_random_topology(num_nodes, topic_density, num_topics,\ + max_nodes_per_topic, max_msgs_per_topic) + print("TOPOLOGY") + print(topology) +