walterddr commented on a change in pull request #11198: 
[FLINK-16248][python][ml] Add interfaces for MLEnvironment and 
MLEnvironmentFactory
URL: https://github.com/apache/flink/pull/11198#discussion_r384229751
 
 

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 File path: flink-python/pyflink/ml/ml_environment_factory.py
 ##########
 @@ -0,0 +1,113 @@
+################################################################################
+#  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 typing import Optional
+from pyflink.ml.ml_environment import MLEnvironment
+from pyflink.dataset import ExecutionEnvironment
+from pyflink.datastream import StreamExecutionEnvironment
+from pyflink.table import BatchTableEnvironment, StreamTableEnvironment
+from pyflink.java_gateway import get_gateway
+import threading
+
+
+class MLEnvironmentFactory:
+    """
+    Factory to get the MLEnvironment using a MLEnvironmentId.
+    """
+    _lock = threading.RLock()
+    _default_ml_environment_id = 0
+    _next_id = 1
+    _map = {_default_ml_environment_id: None}
+
+    @staticmethod
+    def get(ml_env_id: int) -> Optional[MLEnvironment]:
 
 Review comment:
   Looks like the ID in Java is `Long` type? 

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