diff --git a/autokeras/test_utils.py b/autokeras/test_utils.py index ae4a94700..e09e7931a 100644 --- a/autokeras/test_utils.py +++ b/autokeras/test_utils.py @@ -45,14 +45,15 @@ "embark_town": "categorical", "alone": "categorical", } -TRAIN_DATA_URL = "https://storage.googleapis.com/tf-datasets/titanic/train.csv" -TEST_DATA_URL = "https://storage.googleapis.com/tf-datasets/titanic/eval.csv" -TRAIN_CSV_PATH = keras.utils.get_file( - fname=os.path.basename(TRAIN_DATA_URL), origin=TRAIN_DATA_URL +ROOT_DIR = os.path.abspath(os.path.join(os.path.dirname(__file__), "..")) +# Use pre-split CSVs stored under benchmark/datasets to avoid downloads and +# processing at import time. +TRAIN_CSV_PATH = os.path.join( + ROOT_DIR, "benchmark", "datasets", "titanic_train.csv" ) -TEST_CSV_PATH = keras.utils.get_file( - fname=os.path.basename(TEST_DATA_URL), origin=TEST_DATA_URL +TEST_CSV_PATH = os.path.join( + ROOT_DIR, "benchmark", "datasets", "titanic_test.csv" ) diff --git a/benchmark/datasets/titanic_test.csv b/benchmark/datasets/titanic_test.csv new file mode 100644 index 000000000..bf595d0dc --- /dev/null +++ b/benchmark/datasets/titanic_test.csv @@ -0,0 +1,263 @@ +sex,age,n_siblings_spouses,parch,fare,class,deck,embark_town,alone,survived +female,15,0,0,7.225,3,?,C,True,1 +female,1,0,2,15.7417,3,?,C,False,1 +male,20,1,1,15.7417,3,?,C,False,1 +female,19,1,1,15.7417,3,?,C,False,1 +male,33,0,0,8.05,3,?,S,True,0 +male,,0,0,7.8958,3,?,S,True,0 +male,,0,0,7.2292,3,?,C,True,0 +female,,0,0,7.75,3,?,Q,True,0 +male,,0,0,7.8958,3,?,S,True,0 +male,12,1,0,11.2417,3,?,C,False,1 +female,14,1,0,11.2417,3,?,C,False,1 +female,29,0,0,7.925,3,?,S,True,0 +male,28,0,0,8.05,3,?,S,True,0 +female,18,0,0,7.775,3,?,S,True,1 +female,26,0,0,7.8542,3,?,S,True,1 +male,21,0,0,7.8542,3,?,S,True,0 +male,41,0,0,7.125,3,?,S,True,0 +male,39,0,0,7.925,3,?,S,True,1 +male,21,0,0,7.8,3,?,S,True,0 +male,28.5,0,0,7.2292,3,?,C,True,0 +female,22,0,0,7.75,3,?,S,True,1 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