From 847a5fa3c889f03c0e340e1dc7c84a8ac49180e2 Mon Sep 17 00:00:00 2001 From: Patricia Wollstadt Date: Sun, 11 Nov 2018 16:30:22 +0100 Subject: [PATCH] Update system tests --- idtxl/network_inference.py | 2 +- .../continuous_results_bmi_JidtGaussianCMI.p | Bin 2720 -> 2366 bytes .../continuous_results_bmi_JidtKraskovCMI.p | Bin 2719 -> 2418 bytes .../continuous_results_bte_JidtGaussianCMI.p | Bin 2413 -> 2418 bytes .../continuous_results_bte_JidtKraskovCMI.p | Bin 2836 -> 2574 bytes .../continuous_results_mmi_JidtGaussianCMI.p | Bin 2496 -> 2262 bytes .../continuous_results_mmi_JidtKraskovCMI.p | Bin 2495 -> 2418 bytes .../continuous_results_mte_JidtGaussianCMI.p | Bin 2144 -> 2314 bytes .../continuous_results_mte_JidtKraskovCMI.p | Bin 2358 -> 2470 bytes .../discrete_results_bmi_JidtDiscreteCMI.p | Bin 1665 -> 2754 bytes .../discrete_results_bte_JidtDiscreteCMI.p | Bin 1689 -> 2737 bytes .../discrete_results_mmi_JidtDiscreteCMI.p | Bin 2212 -> 3060 bytes .../discrete_results_mte_JidtDiscreteCMI.p | Bin 2245 -> 2415 bytes test/data/mute_results_0.p | Bin 2086 -> 2052 bytes test/data/mute_results_1.p | Bin 2329 -> 2389 bytes test/data/mute_results_2.p | Bin 1988 -> 2052 bytes test/data/mute_results_3.p | Bin 2481 -> 2547 bytes test/data/mute_results_4.p | Bin 2329 -> 2389 bytes test/data/mute_results_full.p | Bin 3295 -> 3996 bytes test/generate_test_data.py | 2 +- test/systemtest_multivariate_te.py | 8 ++-- test/systemtest_multivariate_te_discrete.py | 40 ++++++++++++------ test/systemtest_mute.py | 5 +-- test/systemtest_network_comparison.py | 17 ++++---- ...mtest_partial_information_decomposition.py | 6 +-- test/systemtest_pid_sydney.py | 28 ++++++------ test/systemtest_visualise_graph.py | 21 ++++++--- 27 files changed, 77 insertions(+), 52 deletions(-) diff --git a/idtxl/network_inference.py b/idtxl/network_inference.py index e66af7ed..c672007b 100755 --- a/idtxl/network_inference.py +++ b/idtxl/network_inference.py @@ -332,7 +332,7 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res.get_adjacency_matrix('binary') > 0 # get true positives + print(c_within.get_adjacency_matrix('union')) + assert (c_between.get_adjacency_matrix('union')[tp] == 1).all(), ( 'Missing union link in between network comparison.') - assert (c_within.adjacency_matrix_union[tp] == 1).all(), ( + assert (c_within.get_adjacency_matrix('union')[tp] == 1).all(), ( 'Missing union link in wihin network comparison.') - assert (c_between.adjacency_matrix_pvalue[tp] < 1).all(), ( + assert (c_between.get_adjacency_matrix('pvalue')[tp] < 1).all(), ( 'Wrong p-value in between network comparison.') - assert (c_within.adjacency_matrix_pvalue[tp] < 1).all(), ( + assert (c_within.get_adjacency_matrix('pvalue')[tp] < 1).all(), ( 'Wrong p-value in wihin network comparison.') # assert (c_between.adjacency_matrix_comparison[tp]).all(), ( # 'Wrong comparison in between network comparison.') # assert (c_within.adjacency_matrix_comparison[tp]).all(), ( # 'Wrong comparison in wihin network comparison.') - assert (c_between.adjacency_matrix_diff_abs[tp] > 0).all(), ( + assert (c_between.get_adjacency_matrix('diff_abs')[tp] > 0).all(), ( 'Missed difference in between network comparison.') - assert (c_within.adjacency_matrix_diff_abs[tp] > 0).all(), ( + assert (c_within.get_adjacency_matrix('diff_abs')[tp] > 0).all(), ( 'Missed difference in wihin network comparison.') diff --git a/test/systemtest_partial_information_decomposition.py b/test/systemtest_partial_information_decomposition.py index 09b3c8a4..7e5b932a 100644 --- a/test/systemtest_partial_information_decomposition.py +++ b/test/systemtest_partial_information_decomposition.py @@ -9,7 +9,7 @@ def test_pid_xor_data(): """Test basic calls to PID class.""" - n = 20 + n = 100 alph = 2 x = np.random.randint(0, alph, n) y = np.random.randint(0, alph, n) @@ -43,9 +43,9 @@ def test_pid_xor_data(): t_sydney = tm.time() - tic print('\nResults Tartu estimator:') - utils.print_dict(est_tartu) + utils.print_dict(est_tartu.get_single_target(2)) print('\nResults Sydney estimator:') - utils.print_dict(est_sydney) + utils.print_dict(est_sydney.get_single_target(2)) print('\nLogical XOR') print('Estimator Sydney\t\tTartu\n') diff --git a/test/systemtest_pid_sydney.py b/test/systemtest_pid_sydney.py index 3cafb80d..dfd51009 100644 --- a/test/systemtest_pid_sydney.py +++ b/test/systemtest_pid_sydney.py @@ -5,7 +5,7 @@ import time as tm from bitstring import BitArray, Bits # import estimators_fast_pid as epid -from idtxl.set_estimator import Estimator_pid +from idtxl.estimators_pid import SydneyPID # LOGICAL AND alph_x = 2 @@ -18,19 +18,17 @@ y = np.random.randint(0, alph_y, n) z = np.logical_and(x, y).astype(int) -cfg = { +settings = { 'alph_s1': alph_x, 'alph_s2': alph_y, 'alph_t': alph_z, 'max_unsuc_swaps_row_parm': 3, 'num_reps': 63, - 'max_iters': 10000 -} - -pid_sydney = Estimator_pid('pid_sydney') + 'max_iters': 10000} tic = tm.time() -est = pid_sydney.estimate(x, y, z, cfg) +pid_sydney = SydneyPID(settings) +est = pid_sydney.estimate(x, y, z) toc = tm.time() print('\n\nLOGICAL AND') @@ -43,7 +41,7 @@ # LOGICAL XOR z = np.logical_xor(x, y).astype(int) -cfg = { +settings = { 'alph_s1': alph_x, 'alph_s2': alph_y, 'alph_t': alph_z, @@ -53,7 +51,8 @@ } tic = tm.time() -est = pid_sydney.estimate(x, y, z, cfg) +pid_sydney = SydneyPID(settings) +est = pid_sydney.estimate(x, y, z) toc = tm.time() print('\nPID evaluation {:.3f} seconds\n'.format(toc - tic)) @@ -65,7 +64,7 @@ # SINGLE INPUT COPY z = x -cfg = { +settings = { 'alph_s1': alph_x, 'alph_s2': alph_y, 'alph_t': alph_z, @@ -75,7 +74,8 @@ } tic = tm.time() -est = pid_sydney.estimate(x, y, z, cfg) +pid_sydney = SydneyPID(settings) +est = pid_sydney.estimate(x, y, z) toc = tm.time() print('\nPID evaluation {:.3f} seconds\n'.format(toc - tic)) @@ -102,6 +102,7 @@ def parity(bytestring): return par + x = np.zeros((n,), dtype=np.int) y = np.zeros((n,), dtype=np.int) z = np.zeros((n,), dtype=np.int) @@ -115,7 +116,7 @@ def parity(bytestring): alph_y = 4 alph_z = 2 -cfg = { +settings = { 'alph_s1': alph_x, 'alph_s2': alph_y, 'alph_t': alph_z, @@ -125,7 +126,8 @@ def parity(bytestring): } tic = tm.time() -est = pid_sydney.estimate(x, y, z, cfg) +pid_sydney = SydneyPID(settings) +est = pid_sydney.estimate(x, y, z) toc = tm.time() print('\n\nPARITY') diff --git a/test/systemtest_visualise_graph.py b/test/systemtest_visualise_graph.py index 2be9889c..2743f88a 100644 --- a/test/systemtest_visualise_graph.py +++ b/test/systemtest_visualise_graph.py @@ -30,13 +30,22 @@ def test_visualise_multivariate_te(): results = network_analysis.analyse_network(settings, data, targets=[0, 1, 2]) # generate graph plots - visualise_graph.plot_selected_vars(results, target=1, sign_sources=False) - plt.show() - visualise_graph.plot_network(results, fdr=False) - plt.show() - visualise_graph.plot_network(results, fdr=True) + try: + visualise_graph.plot_selected_vars( + results, target=1, sign_sources=False, fdr=True) + plt.show() + except RuntimeError: + print('No FDR-corrected results.') + try: + visualise_graph.plot_network(results, weights='binary', fdr=True) + plt.show() + except RuntimeError: + print('No FDR-corrected results.') + + visualise_graph.plot_network(results, weights='binary', fdr=False) plt.show() - visualise_graph.plot_selected_vars(results, target=1, sign_sources=True) + visualise_graph.plot_selected_vars( + results, target=1, sign_sources=True, fdr=False) plt.show()