HyukjinKwon commented on a change in pull request #28085:
URL: https://github.com/apache/spark/pull/28085#discussion_r411033579



##########
File path: python/pyspark/resource/resourceprofile.py
##########
@@ -0,0 +1,72 @@
+
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+from pyspark.resource.taskrequests import TaskResourceRequest
+from pyspark.resource.executorrequests import ExecutorResourceRequest
+
+
+class ResourceProfile(object):
+
+    """
+    .. note:: Evolving
+
+    Resource profile to associate with an RDD. A 
:class:`pyspark.resource.ResourceProfile`
+    allows the user to specify executor and task requirements for an RDD that 
will get
+    applied during a stage. This allows the user to change the resource 
requirements between
+    stages. This is meant to be immutable so user doesn't change it after 
building.
+
+    .. versionadded:: 3.1.0
+    """
+
+    def __init__(self, _java_resource_profile=None, _exec_req={}, 
_task_req={}):
+        if _java_resource_profile is not None:
+            self._java_resource_profile = _java_resource_profile
+        else:
+            self._java_resource_profile = None
+            self._executor_resource_requests = _exec_req
+            self._task_resource_requests = _task_req
+
+    @property
+    def id(self):
+        if self._java_resource_profile is not None:
+            return self._java_resource_profile.id()
+        else:
+            raise RuntimeError("SparkContext must be created to get the id, 
get the id "
+                               "after adding the ResourceProfile to an RDD")

Review comment:
       +1, thanks for addressing my comment.




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