Fix links to public UCI Census datasets in Wide & Deep tutorial.

Change: 140515674

5 files changed, 10 insertions, 10 deletions

diff --git a/tensorflow/examples/learn/wide_n_deep_tutorial.py b/tensorflow/examples/learn/wide_n_deep_tutorial.py
index 888bf33b48..1fe12f7b76 100644
--- a/tensorflow/examples/learn/wide_n_deep_tutorial.py
+++ b/tensorflow/examples/learn/wide_n_deep_tutorial.py
@@ -56,7 +56,7 @@ def maybe_download():
     train_file_name = FLAGS.train_data
   else:
     train_file = tempfile.NamedTemporaryFile(delete=False)
-    urllib.request.urlretrieve("https://archive.ics.uci.edu/ml/machine-learning-databases/adult/adult.data", train_file.name)  # pylint: disable=line-too-long
+    urllib.request.urlretrieve("http://mlr.cs.umass.edu/ml/machine-learning-databases/adult/adult.data", train_file.name)  # pylint: disable=line-too-long
     train_file_name = train_file.name
     train_file.close()
     print("Training data is downloaded to %s" % train_file_name)
@@ -65,7 +65,7 @@ def maybe_download():
     test_file_name = FLAGS.test_data
   else:
     test_file = tempfile.NamedTemporaryFile(delete=False)
-    urllib.request.urlretrieve("https://archive.ics.uci.edu/ml/machine-learning-databases/adult/adult.test", test_file.name)  # pylint: disable=line-too-long
+    urllib.request.urlretrieve("http://mlr.cs.umass.edu/ml/machine-learning-databases/adult/adult.test", test_file.name)  # pylint: disable=line-too-long
     test_file_name = test_file.name
     test_file.close()
     print("Test data is downloaded to %s" % test_file_name)
diff --git a/tensorflow/g3doc/tutorials/wide/index.md b/tensorflow/g3doc/tutorials/wide/index.md
index a4a6626c28..b8807fa44f 100644
--- a/tensorflow/g3doc/tutorials/wide/index.md
+++ b/tensorflow/g3doc/tutorials/wide/index.md
@@ -63,8 +63,8 @@ import tempfile
 import urllib
 train_file = tempfile.NamedTemporaryFile()
 test_file = tempfile.NamedTemporaryFile()
-urllib.urlretrieve("https://archive.ics.uci.edu/ml/machine-learning-databases/adult/adult.data", train_file.name)
-urllib.urlretrieve("https://archive.ics.uci.edu/ml/machine-learning-databases/adult/adult.test", test_file.name)
+urllib.urlretrieve("http://mlr.cs.umass.edu/ml/machine-learning-databases/adult/adult.data", train_file.name)
+urllib.urlretrieve("http://mlr.cs.umass.edu/ml/machine-learning-databases/adult/adult.test", test_file.name)
 ```
 
 Once the CSV files are downloaded, let's read them into
diff --git a/tensorflow/g3doc/tutorials/wide_and_deep/index.md b/tensorflow/g3doc/tutorials/wide_and_deep/index.md
index f1928bdca4..4928dd41a3 100644
--- a/tensorflow/g3doc/tutorials/wide_and_deep/index.md
+++ b/tensorflow/g3doc/tutorials/wide_and_deep/index.md
@@ -215,8 +215,8 @@ CONTINUOUS_COLUMNS = ["age", "education_num", "capital_gain", "capital_loss",
 # test_file to your own paths.
 train_file = tempfile.NamedTemporaryFile()
 test_file = tempfile.NamedTemporaryFile()
-urllib.urlretrieve("https://archive.ics.uci.edu/ml/machine-learning-databases/adult/adult.data", train_file.name)
-urllib.urlretrieve("https://archive.ics.uci.edu/ml/machine-learning-databases/adult/adult.test", test_file.name)
+urllib.urlretrieve("http://mlr.cs.umass.edu/ml/machine-learning-databases/adult/adult.data", train_file.name)
+urllib.urlretrieve("http://mlr.cs.umass.edu/ml/machine-learning-databases/adult/adult.test", test_file.name)
 
 # Read the training and test data sets into Pandas dataframe.
 df_train = pd.read_csv(train_file, names=COLUMNS, skipinitialspace=True)
diff --git a/tensorflow/tools/dist_test/python/census_widendeep.py b/tensorflow/tools/dist_test/python/census_widendeep.py
index f5510c374a..309366e467 100644
--- a/tensorflow/tools/dist_test/python/census_widendeep.py
+++ b/tensorflow/tools/dist_test/python/census_widendeep.py
@@ -53,8 +53,8 @@ FLAGS = flags.FLAGS
 
 
 # Constants: Data download URLs
-TRAIN_DATA_URL = "https://archive.ics.uci.edu/ml/machine-learning-databases/adult/adult.data"
-TEST_DATA_URL = "https://archive.ics.uci.edu/ml/machine-learning-databases/adult/adult.test"
+TRAIN_DATA_URL = "http://mlr.cs.umass.edu/ml/machine-learning-databases/adult/adult.data"
+TEST_DATA_URL = "http://mlr.cs.umass.edu/ml/machine-learning-databases/adult/adult.test"
 
 
 # Define features for the model
diff --git a/tensorflow/tools/dist_test/server/Dockerfile.test b/tensorflow/tools/dist_test/server/Dockerfile.test
index 22438f3984..e2feb2227b 100644
--- a/tensorflow/tools/dist_test/server/Dockerfile.test
+++ b/tensorflow/tools/dist_test/server/Dockerfile.test
@@ -63,9 +63,9 @@ RUN curl -o /tmp/mnist-data/t10k-images-idx3-ubyte.gz \
 # Download Census data for Wide & Deep test
 RUN mkdir -p /tmp/census-data
 RUN curl -o /tmp/census-data/adult.data \
-    https://archive.ics.uci.edu/ml/machine-learning-databases/adult/adult.data
+    http://mlr.cs.umass.edu/ml/machine-learning-databases/adult/adult.data
 RUN curl -o /tmp/census-data/adult.test \
-    https://archive.ics.uci.edu/ml/machine-learning-databases/adult/adult.test
+    http://mlr.cs.umass.edu/ml/machine-learning-databases/adult/adult.test
 
 # Container entry point
 ENTRYPOINT ["/var/tf-k8s/server/grpc_tensorflow_server_wrapper.sh"]