xintongsong commented on code in PR #47:
URL: https://github.com/apache/flink-agents/pull/47#discussion_r2184196663


##########
plan/src/main/java/org/apache/flink/agents/plan/Action.java:
##########
@@ -44,7 +45,7 @@ public Action(String name, Function exec, List<Class<? 
extends Event>> listenEve
         this.name = name;
         this.exec = exec;
         this.listenEventTypes = listenEventTypes;
-        exec.checkSignature(new Class[] {Event.class});
+        exec.checkSignature(new Class[] {Event.class, RunnerContext.class});

Review Comment:
   This doesn't belong to this commit.



##########
api/src/main/java/org/apache/flink/agents/api/Event.java:
##########
@@ -48,4 +48,20 @@ public Object getAttr(String name) {
     public void setAttr(String name, Object value) {
         attributes.put(name, value);
     }
+
+    /**
+     * Get the event type name. The event type name should be the fully 
qualified class name of the
+     * event, whether it is a Java or Python event.
+     */
+    public String getEventType() {
+        return this.getClass().getCanonicalName();
+    }
+
+    public boolean isInputEvent() {
+        return false;
+    }
+
+    public boolean isOutputEvent() {
+        return false;
+    }

Review Comment:
   Doesn't make sense to have these methods here. It introduce the chance for 
subclasses to incorrectly override these methods. I'd suggest to make the type 
of input/output events static constants, and compare in `EventMessage`.



##########
runtime/src/main/java/org/apache/flink/agents/runtime/FlinkAgent.java:
##########
@@ -0,0 +1,112 @@
+/*
+ * 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.agents.runtime;
+
+import org.apache.flink.agents.plan.WorkflowPlan;
+import org.apache.flink.agents.runtime.feedback.FeedbackKey;
+import org.apache.flink.agents.runtime.message.EventMessage;
+import 
org.apache.flink.agents.runtime.message.EventMessage.EventMessageKeySelector;
+import org.apache.flink.agents.runtime.message.Message;
+import org.apache.flink.agents.runtime.operator.ActionExecutionOperatorFactory;
+import org.apache.flink.agents.runtime.operator.FeedbackOperatorFactory;
+import org.apache.flink.agents.runtime.operator.FeedbackSinkOperator;
+import org.apache.flink.api.common.typeinfo.TypeInformation;
+import org.apache.flink.streaming.api.datastream.DataStream;
+import org.apache.flink.streaming.api.datastream.DataStreamUtils;
+import org.apache.flink.streaming.api.datastream.SingleOutputStreamOperator;
+import org.apache.flink.util.OutputTag;
+
+/** A utility class that bridges Flink DataStream/SQL with the Flink Agents 
workflow. */
+public class FlinkAgent {

Review Comment:
   1. Is this class exposed to users?
   2. The name doesn't make sense. Maybe `CompileUtils`?



##########
runtime/src/main/java/org/apache/flink/agents/runtime/python/context/PythonRunnerContextImpl.java:
##########
@@ -15,40 +15,31 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
-package org.apache.flink.agents.runtime.context;
+package org.apache.flink.agents.runtime.python.context;
 
-import org.apache.flink.agents.runtime.PythonEvent;
+import org.apache.flink.agents.api.Event;
+import org.apache.flink.agents.runtime.context.RunnerContextImpl;
+import org.apache.flink.agents.runtime.python.event.PythonEvent;
 import org.apache.flink.util.Preconditions;
 
 import javax.annotation.concurrent.NotThreadSafe;
 
-import java.util.ArrayList;
-import java.util.List;
-
 /**
  * This class is used to manage the execution context when interacting with 
Python functions,
  * including collecting new events generated during the execution of actions.
  */
 @NotThreadSafe
-public class PythonRunnerContext {
-    private final List<PythonEvent> pendingEvents;
+public class PythonRunnerContextImpl extends RunnerContextImpl {

Review Comment:
   This is weird. We say `RunnerContextImpl` is "for Java-based actions", and 
having a `PythonRunnerContextImpl` to extend it.



##########
runtime/src/main/java/org/apache/flink/agents/runtime/FlinkAgent.java:
##########
@@ -0,0 +1,112 @@
+/*
+ * 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.agents.runtime;
+
+import org.apache.flink.agents.plan.WorkflowPlan;
+import org.apache.flink.agents.runtime.feedback.FeedbackKey;
+import org.apache.flink.agents.runtime.message.EventMessage;
+import 
org.apache.flink.agents.runtime.message.EventMessage.EventMessageKeySelector;
+import org.apache.flink.agents.runtime.message.Message;
+import org.apache.flink.agents.runtime.operator.ActionExecutionOperatorFactory;
+import org.apache.flink.agents.runtime.operator.FeedbackOperatorFactory;
+import org.apache.flink.agents.runtime.operator.FeedbackSinkOperator;
+import org.apache.flink.api.common.typeinfo.TypeInformation;
+import org.apache.flink.streaming.api.datastream.DataStream;
+import org.apache.flink.streaming.api.datastream.DataStreamUtils;
+import org.apache.flink.streaming.api.datastream.SingleOutputStreamOperator;
+import org.apache.flink.util.OutputTag;
+
+/** A utility class that bridges Flink DataStream/SQL with the Flink Agents 
workflow. */
+public class FlinkAgent {
+
+    /**
+     * Connects the given DataStream to the Flink Agents workflow.
+     *
+     * @param inputDataStream The input DataStream.
+     * @param keyTypeInfo The type information of the key.
+     * @param workflowPlan The workflow plan.
+     * @param <K> The type of the key.
+     * @return The output DataStream of the workflow.
+     */
+    public static <K> DataStream<EventMessage<K>> connectToWorkflow(
+            DataStream<EventMessage<K>> inputDataStream,

Review Comment:
   We should not require input datastreams to have the `EventMessage` record 
type.



##########
runtime/src/main/java/org/apache/flink/agents/runtime/FlinkAgent.java:
##########
@@ -0,0 +1,112 @@
+/*
+ * 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.agents.runtime;
+
+import org.apache.flink.agents.plan.WorkflowPlan;
+import org.apache.flink.agents.runtime.feedback.FeedbackKey;
+import org.apache.flink.agents.runtime.message.EventMessage;
+import 
org.apache.flink.agents.runtime.message.EventMessage.EventMessageKeySelector;
+import org.apache.flink.agents.runtime.message.Message;
+import org.apache.flink.agents.runtime.operator.ActionExecutionOperatorFactory;
+import org.apache.flink.agents.runtime.operator.FeedbackOperatorFactory;
+import org.apache.flink.agents.runtime.operator.FeedbackSinkOperator;
+import org.apache.flink.api.common.typeinfo.TypeInformation;
+import org.apache.flink.streaming.api.datastream.DataStream;
+import org.apache.flink.streaming.api.datastream.DataStreamUtils;
+import org.apache.flink.streaming.api.datastream.SingleOutputStreamOperator;
+import org.apache.flink.util.OutputTag;
+
+/** A utility class that bridges Flink DataStream/SQL with the Flink Agents 
workflow. */
+public class FlinkAgent {
+
+    /**
+     * Connects the given DataStream to the Flink Agents workflow.
+     *
+     * @param inputDataStream The input DataStream.
+     * @param keyTypeInfo The type information of the key.
+     * @param workflowPlan The workflow plan.
+     * @param <K> The type of the key.
+     * @return The output DataStream of the workflow.
+     */
+    public static <K> DataStream<EventMessage<K>> connectToWorkflow(
+            DataStream<EventMessage<K>> inputDataStream,
+            TypeInformation<K> keyTypeInfo,
+            WorkflowPlan workflowPlan) {
+        TypeInformation<EventMessage<K>> eventMessageTypeInfo =
+                inputDataStream.getTransformation().getOutputType();
+        FeedbackKey<Message> feedbackKey = new 
FeedbackKey<>("feedback-pipeline", 1L);
+
+        // 1. Create feedback operator, the feedback operator is responsible 
for receive event from
+        // {@code inputDataStream} and {@code feedBackSinkOperator} and 
forward to action execute
+        // operator
+        DataStream<EventMessage<K>> feedbackDatastream =
+                inputDataStream
+                        .keyBy(new EventMessageKeySelector(), keyTypeInfo)

Review Comment:
   Shall we also consider that the input data stream might already be a keyed 
stream?



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