update function names to reflect recent renaming

Author: mfeurer

examples/create_upload_tutorial.py

@@ -17,7 +17,7 @@
 #   connects to the test server instead. This prevents the live server from
 #   crowding with example datasets, tasks, studies, and so on.
 
-openml.config.start_use_example_configuration()
+openml.config.stop_using_configuration_for_example()
 ############################################################################
 
 ############################################################################
@@ -315,4 +315,4 @@
 
 
 ############################################################################
-openml.config.stop_use_example_configuration()
+openml.config.stop_using_configuration_for_example()

examples/datasets_tutorial.py

@@ -5,17 +5,16 @@
 
 How to list and download datasets.
 """
+############################################################################
+import openml
+import pandas as pd
 
 ############################################################################
 # .. warning:: This example uploads data. For that reason, this example
 #   connects to the test server instead. This prevents the live server from
 #   crowding with example datasets, tasks, studies, and so on.
 
-openml.config.start_use_example_configuration()
-############################################################################
-
-import openml
-import pandas as pd
+openml.config.start_using_configuration_for_example()
 
 ############################################################################
 # List datasets
@@ -112,4 +111,4 @@
 
 
 ############################################################################
-openml.config.stop_use_example_configuration()
+openml.config.stop_using_configuration_for_example()

examples/flows_and_runs_tutorial.py

@@ -18,8 +18,8 @@
 #   connects to the test server instead. This prevents the live server from
 #   crowding with example datasets, tasks, studies, and so on.
 
-openml.config.start_use_example_configuration()
-# NOTE: Dataset 68 exists on the test server https://test.openml.org/d/68
+openml.config.start_using_configuration_for_example()
+# NOTE: We are using dataset 68 from the test server: https://test.openml.org/d/68
 dataset = openml.datasets.get_dataset(68)
 X, y = dataset.get_data(
     dataset_format='array',
@@ -166,4 +166,4 @@
 
 
 ############################################################################
-openml.config.stop_use_example_configuration()
+openml.config.stop_using_configuration_for_example()

examples/introduction_tutorial.py

@@ -52,7 +52,7 @@
 import openml
 from sklearn import neighbors
 
-openml.config.start_use_example_configuration()
+openml.config.start_using_configuration_for_example()
 
 ############################################################################
 # When using the main server, instead make sure your apikey is configured.
@@ -93,4 +93,4 @@
 print("kNN on %s: http://test.openml.org/r/%d" % (data.name, myrun.run_id))
 
 ############################################################################
-openml.config.stop_use_example_configuration()
+openml.config.stop_using_configuration_for_example()

examples/run_setup_tutorial.py

@@ -39,7 +39,7 @@
 
 root = logging.getLogger()
 root.setLevel(logging.INFO)
-openml.config.start_use_example_configuration()
+openml.config.start_using_configuration_for_example()
 
 ###############################################################################
 # 1) Create a flow and use it to solve a task
@@ -107,4 +107,4 @@
 
 ###############################################################################
 
-openml.config.stop_use_example_configuration()
+openml.config.stop_using_configuration_for_example()