From d37e2c3a20f8b601f84a74903f8a0137e0ab5afa Mon Sep 17 00:00:00 2001 From: Ameer Haj Ali Date: Wed, 23 Dec 2020 18:43:34 +0200 Subject: [PATCH] [joblib] Fix flaky joblib test. (#13046) --- python/ray/tests/mnist_784_100_samples.pkl | Bin 0 -> 627706 bytes python/ray/tests/test_joblib.py | 20 +++++++------------- 2 files changed, 7 insertions(+), 13 deletions(-) create mode 100644 python/ray/tests/mnist_784_100_samples.pkl diff --git a/python/ray/tests/mnist_784_100_samples.pkl b/python/ray/tests/mnist_784_100_samples.pkl new file mode 100644 index 0000000000000000000000000000000000000000..c2dbf316fd6d154e7d038d601e6e1676f3673a7e GIT binary patch literal 627706 zcmeFa%d+*xb?2EbcXzSeJ>Y-?4m3b~!C){LUofaUb!GBU;+_0tS+eD_WP@9>TUG5# z(QOYr%Sm^2P5TM(D0mb+g5IE;M*e?Ep0!UNU|#?vHuDV5+5qyh{%hrR<;u+P$G`o@ zfBlF5_HVEK_MiUwZ(sX|fBpM^`7fXT^FM$3Z-4SP|NOVV{ilEYKmX;Q|Mj>3@+Y6U z80t^{@ptj-XMgme`@cT>4{!g`;j=&f@1OloKmY81e&xeI`tWxjKmW)7_hW@Bu_ruTr*H1qAn9A8G$P zz5gfCf7E;8xrP6J9P@K`k%qsB)c;mg{C47RiZ*|*bWA)iT7cpI^`$*4kN9vaTQ+aFukC@*S|9tNy|Nie{yg_T)8Hnm4P#b?-V3_hNh9)}q=E`NO2k7@We z(m~@G$|rPSJm6xuF;ap5g2s#C5c%vheg=o7UV3EwRve@^B98ED;h8x;ZKSX8XE9ze 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index cc40c21a2..eb5cf09dd 100644 --- a/python/ray/tests/test_joblib.py +++ b/python/ray/tests/test_joblib.py @@ -1,12 +1,13 @@ import joblib import sys import time +import os +import pickle import numpy as np from sklearn.datasets import load_digits, load_iris from sklearn.model_selection import RandomizedSearchCV -from sklearn.datasets import fetch_openml from sklearn.ensemble import ExtraTreesClassifier from sklearn.ensemble import RandomForestClassifier from sklearn.kernel_approximation import Nystroem @@ -14,7 +15,6 @@ from sklearn.kernel_approximation import RBFSampler from sklearn.pipeline import make_pipeline from sklearn.svm import LinearSVC, SVC from sklearn.tree import DecisionTreeClassifier -from sklearn.utils import check_array from sklearn.linear_model import LogisticRegression from sklearn.neural_network import MLPClassifier from sklearn.model_selection import cross_val_score @@ -112,20 +112,14 @@ def test_sklearn_benchmarks(ray_start_cluster_2_nodes): } # Load dataset. print("Loading dataset...") - data = fetch_openml("mnist_784") - X = check_array(data["data"], dtype=np.float32, order="C") - y = data["target"] - + unnormalized_X_train, y_train = pickle.load( + open( + os.path.join( + os.path.dirname(__file__), "mnist_784_100_samples.pkl"), "rb")) # Normalize features. - X = X / 255 + X_train = unnormalized_X_train / 255 - # Create train-test split. - print("Creating train-test split...") - n_train = 100 - X_train = X[:n_train] - y_train = y[:n_train] register_ray() - train_time = {} random_seed = 0 # Use two workers per classifier.