becketqin commented on a change in pull request #9184: [FLINK-13339][ml] Add an 
implementation of pipeline's api
URL: https://github.com/apache/flink/pull/9184#discussion_r333550391
 
 

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 File path: 
flink-ml-parent/flink-ml-lib/src/main/java/org/apache/flink/ml/common/MLEnvironmentFactory.java
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 @@ -0,0 +1,125 @@
+/*
+ * 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.
+ */
+
+package org.apache.flink.ml.common;
+
+import java.util.HashMap;
+
+/**
+ * Factory to get the MLEnvironment using a MLEnvironmentId.
+ *
+ * <p>The following code snippet shows how to interact with 
MLEnvironmentFactory.
+ * <pre>
+ * {@code
+ * long mlEnvId = MLEnvironmentFactory.getNewMLEnvironmentId();
+ * MLEnvironment mlEnv = MLEnvironmentFactory.get(mlEnvId);
+ * }
+ * </pre>
+ */
+public class MLEnvironmentFactory {
+
+       /**
+        * The default MLEnvironmentId.
+        */
+       public static final Long DEFAULT_ML_ENVIRONMENT_ID = 0L;
+
+       /**
+        * A 'id' is a unique identifier of a MLEnvironment.
 
 Review comment:
   `A monotonically increasing id for the MLEnvironments. Each id uniquely 
identifies an MLEnvironment.`
   Nit: Maybe can change the variable name to `nextId`? 

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