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timeit import random import types @@ -9,22 +9,27 @@ import nx_parallel as nxp + +def execFunc(func, *args, **kwargs): + c = func(*args, **kwargs) + if isinstance(c, types.GeneratorType): + d = dict(c) + return d + + # Code to create README heatmaps for individual function currFun heatmapDF = pd.DataFrame() # for bipartite graphs # n = [50, 100, 200, 400] # m = [25, 50, 100, 200] -number_of_nodes_list = [75, 150, 300, 600] +nodes = [75, 150, 300, 600] weighted = False pList = [1, 0.8, 0.6, 0.4, 0.2] -currFun = nx.bipartite.node_redundancy -currFun = nx.square_clustering +currFun = nx.all_pairs_bellman_ford_path_length for p in pList: - for num in range(len(number_of_nodes_list)): + for num in nodes: # create original and parallel graphs - G = nx.fast_gnp_random_graph( - number_of_nodes_list[num], p, seed=42, directed=True - ) + G = nx.fast_gnp_random_graph(num, p, seed=42, directed=True) """ # for bipartite.node_redundancy @@ -48,35 +53,20 @@ H = nxp.ParallelGraph(G) # time both versions and update heatmapDF - t1 = time.time() - c1 = currFun(H) - if isinstance(c1, types.GeneratorType): - d = dict(c1) - t2 = time.time() - parallelTime = t2 - t1 - t1 = time.time() - c2 = currFun(G) - if isinstance(c2, types.GeneratorType): - d = dict(c2) - t2 = time.time() - stdTime = t2 - t1 + parallelTime = timeit.timeit(lambda: execFunc(currFun, H), number=1) + stdTime = timeit.timeit(lambda: execFunc(currFun, G), number=1) timesFaster = stdTime / parallelTime - heatmapDF.at[number_of_nodes_list[num], p] = timesFaster + heatmapDF.at[num, p] = timesFaster print("Finished " + str(currFun)) # Code to create for row of heatmap specifically for tournaments # for p in pList: -# for num in number_of_nodes_list): +# for num in nodes: # G = nx.tournament.random_tournament(num) # H = nx_parallel.ParallelDiGraph(G) -# t1 = time.time() -# c = nx.tournament.is_reachable(H, 1, num) -# t2 = time.time() -# parallelTime = t2-t1 -# t1 = time.time() -# c = nx.tournament.is_reachable(G, 1, num) -# t2 = time.time() -# stdTime = t2-t1 +# parallelTime = timeit.timeit(lambda: nx.tournament.is_reachable(H, 1, num), number=1) +# stdTime = timeit.timeit(lambda: nx.tournament.is_reachable(G, 1, num), number=1) +# timesFaster = stdTime / parallelTime # timesFaster = stdTime/parallelTime # heatmapDF.at[num, 3] = timesFaster @@ -88,7 +78,7 @@ hm.set_yticklabels(pList) # Adding x-axis labels -hm.set_xticklabels(number_of_nodes_list) +hm.set_xticklabels(nodes) # Rotating the x-axis labels for better readability (optional) plt.xticks(rotation=45)