diff --git a/generate_data.py b/generate_data.py new file mode 100755 index 0000000000000000000000000000000000000000..6c58f71dd449f77b50f254525371a4af7ca2a2ea --- /dev/null +++ b/generate_data.py @@ -0,0 +1,192 @@ +import argparse +import os +import numpy as np +from utils.data_utils import check_extension, save_dataset + + +def generate_tsp_data(dataset_size, tsp_size): + return np.random.uniform(size=(dataset_size, tsp_size, 2)).tolist() + + +def theta_generator(n_line, n_dataset): + theta_noadd = np.column_stack([np.random.uniform(size = (n_dataset))*2*np.pi, np.random.default_rng().dirichlet(np.ones(n_line), size=n_dataset)[:, :-1]*(2 - n_line/3)*np.pi]) + theta_add = theta_noadd @ np.triu(np.ones((n_line, n_line)),0) + add_matrix = np.column_stack([np.ones(n_dataset)*np.pi*2/6*i for i in range(n_line)]) + theta = theta_add + add_matrix + return theta + + + +def generate_vrp_data(dataset_size, vrp_size): + CAPACITIES = { + 10: 20., + 20: 30., + 50: 40., + 100: 50. + } + line_number = 1 + dataset_size = 100 + theta = theta_generator(line_number, dataset_size) + vrp_size = 20 + eps = 1e-8 + uni_eps = 0.5 + eps_demand = 1e-04 + r_data_single = np.array([(1 << (i+1)) -1 for i in range(vrp_size//2)]) + r_data_single = r_data_single/r_data_single[-1] - eps + r_data_rev = np.hstack((-r_data_single[::-1], r_data_single))/2 + r_data = np.tile(r_data_rev,(dataset_size,1)) + r_data = r_data * np.random.uniform(1-uni_eps, 1, size = (dataset_size, 1)) + r_data = r_data / np.maximum(np.abs(np.cos(theta)), np.abs(np.sin(theta))) + data_point = 0.5*np.ones((dataset_size, vrp_size, 2)) + np.stack([r_data * np.cos(theta), r_data*np.sin(theta)], axis = 2) + demand_point = np.ones((dataset_size, vrp_size)) * 2 * CAPACITIES[vrp_size] / vrp_size - eps_demand + + return list(zip( + (0.5*np.ones((dataset_size, 2))).tolist(), # Depot location + data_point.tolist(), # Node locations + demand_point.tolist(), # Demand, uniform integer 1 ... 9 + np.full(dataset_size, CAPACITIES[vrp_size]).tolist() # Capacity, same for whole dataset + )) + + +def generate_op_data(dataset_size, op_size, prize_type='const'): + depot = np.random.uniform(size=(dataset_size, 2)) + loc = np.random.uniform(size=(dataset_size, op_size, 2)) + + # Methods taken from Fischetti et al. 1998 + if prize_type == 'const': + prize = np.ones((dataset_size, op_size)) + elif prize_type == 'unif': + prize = (1 + np.random.randint(0, 100, size=(dataset_size, op_size))) / 100. + else: # Based on distance to depot + assert prize_type == 'dist' + prize_ = np.linalg.norm(depot[:, None, :] - loc, axis=-1) + prize = (1 + (prize_ / prize_.max(axis=-1, keepdims=True) * 99).astype(int)) / 100. + + # Max length is approximately half of optimal TSP tour, such that half (a bit more) of the nodes can be visited + # which is maximally difficult as this has the largest number of possibilities + MAX_LENGTHS = { + 20: 2., + 50: 3., + 100: 4. + } + + return list(zip( + depot.tolist(), + loc.tolist(), + prize.tolist(), + np.full(dataset_size, MAX_LENGTHS[op_size]).tolist() # Capacity, same for whole dataset + )) + + +def generate_pctsp_data(dataset_size, pctsp_size, penalty_factor=3): + depot = np.random.uniform(size=(dataset_size, 2)) + loc = np.random.uniform(size=(dataset_size, pctsp_size, 2)) + + # For the penalty to make sense it should be not too large (in which case all nodes will be visited) nor too small + # so we want the objective term to be approximately equal to the length of the tour, which we estimate with half + # of the nodes by half of the tour length (which is very rough but similar to op) + # This means that the sum of penalties for all nodes will be approximately equal to the tour length (on average) + # The expected total (uniform) penalty of half of the nodes (since approx half will be visited by the constraint) + # is (n / 2) / 2 = n / 4 so divide by this means multiply by 4 / n, + # However instead of 4 we use penalty_factor (3 works well) so we can make them larger or smaller + MAX_LENGTHS = { + 20: 2., + 50: 3., + 100: 4. + } + penalty_max = MAX_LENGTHS[pctsp_size] * (penalty_factor) / float(pctsp_size) + penalty = np.random.uniform(size=(dataset_size, pctsp_size)) * penalty_max + + # Take uniform prizes + # Now expectation is 0.5 so expected total prize is n / 2, we want to force to visit approximately half of the nodes + # so the constraint will be that total prize >= (n / 2) / 2 = n / 4 + # equivalently, we divide all prizes by n / 4 and the total prize should be >= 1 + deterministic_prize = np.random.uniform(size=(dataset_size, pctsp_size)) * 4 / float(pctsp_size) + + # In the deterministic setting, the stochastic_prize is not used and the deterministic prize is known + # In the stochastic setting, the deterministic prize is the expected prize and is known up front but the + # stochastic prize is only revealed once the node is visited + # Stochastic prize is between (0, 2 * expected_prize) such that E(stochastic prize) = E(deterministic_prize) + stochastic_prize = np.random.uniform(size=(dataset_size, pctsp_size)) * deterministic_prize * 2 + + return list(zip( + depot.tolist(), + loc.tolist(), + penalty.tolist(), + deterministic_prize.tolist(), + stochastic_prize.tolist() + )) + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument("--filename", help="Filename of the dataset to create (ignores datadir)") + parser.add_argument("--data_dir", default='data', help="Create datasets in data_dir/problem (default 'data')") + parser.add_argument("--name", type=str, required=True, help="Name to identify dataset") + parser.add_argument("--problem", type=str, default='all', + help="Problem, 'tsp', 'vrp', 'pctsp' or 'op_const', 'op_unif' or 'op_dist'" + " or 'all' to generate all") + parser.add_argument('--data_distribution', type=str, default='all', + help="Distributions to generate for problem, default 'all'.") + + parser.add_argument("--dataset_size", type=int, default=10000, help="Size of the dataset") + parser.add_argument('--graph_sizes', type=int, nargs='+', default=[10, 20, 50, 100], + help="Sizes of problem instances (default 20, 50, 100)") + parser.add_argument("-f", action='store_true', help="Set true to overwrite") + parser.add_argument('--seed', type=int, default=1234, help="Random seed") + + opts = parser.parse_args() + + assert opts.filename is None or (len(opts.problems) == 1 and len(opts.graph_sizes) == 1), \ + "Can only specify filename when generating a single dataset" + + distributions_per_problem = { + 'tsp': [None], + 'vrp': [None], + 'pctsp': [None], + 'op': ['const', 'unif', 'dist'] + } + if opts.problem == 'all': + problems = distributions_per_problem + else: + problems = { + opts.problem: + distributions_per_problem[opts.problem] + if opts.data_distribution == 'all' + else [opts.data_distribution] + } + + for problem, distributions in problems.items(): + for distribution in distributions or [None]: + for graph_size in opts.graph_sizes: + + datadir = os.path.join(opts.data_dir, problem) + os.makedirs(datadir, exist_ok=True) + + if opts.filename is None: + filename = os.path.join(datadir, "{}{}{}_{}_seed{}.pkl".format( + problem, + "_{}".format(distribution) if distribution is not None else "", + graph_size, opts.name, opts.seed)) + else: + filename = check_extension(opts.filename) + + assert opts.f or not os.path.isfile(check_extension(filename)), \ + "File already exists! Try running with -f option to overwrite." + + np.random.seed(opts.seed) + if problem == 'tsp': + dataset = generate_tsp_data(opts.dataset_size, graph_size) + elif problem == 'vrp': + dataset = generate_vrp_data( + opts.dataset_size, graph_size) + elif problem == 'pctsp': + dataset = generate_pctsp_data(opts.dataset_size, graph_size) + elif problem == "op": + dataset = generate_op_data(opts.dataset_size, graph_size, prize_type=distribution) + else: + assert False, "Unknown problem: {}".format(problem) + + print(dataset[0]) + + save_dataset(dataset, filename) diff --git a/outputs_singleline/cvrp_20/org/vrp20_20230313T145506/args.json b/outputs_singleline/cvrp_20/org/vrp20_20230313T145506/args.json new file mode 100644 index 0000000000000000000000000000000000000000..7990df8dc995cc925de94fe507b2e5ce62bcf2c8 --- /dev/null +++ b/outputs_singleline/cvrp_20/org/vrp20_20230313T145506/args.json @@ -0,0 +1,64 @@ +{ + "problem": "cvrp", + "graph_size": 20, + "batch_size": 512, + "epoch_size": 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