org.apache.flink.python.PythonFunctionRunner Maven / Gradle / Ivy
/*
* 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.python;
import org.apache.flink.annotation.Internal;
/**
* The base interface of runner which is responsible for the execution of Python functions.
*
* @param Type of the input elements.
*/
@Internal
public interface PythonFunctionRunner {
/**
* Prepares the Python function runner, such as preparing the Python execution environment, etc.
*/
void open() throws Exception;
/**
* Tear-down the Python function runner.
*/
void close() throws Exception;
/**
* Prepares to process the next bundle of elements.
*/
void startBundle() throws Exception;
/**
* Forces to finish the processing of the current bundle of elements. It will flush
* the data cached in the data buffer for processing and retrieves the state mutations (if exists)
* made by the Python function. The call blocks until all of the outputs produced by this
* bundle have been received.
*/
void finishBundle() throws Exception;
/**
* Executes the Python function with the input element. It's not required to execute
* the Python function immediately. The runner may choose to buffer the input element and
* execute them in batch for better performance.
*/
void processElement(IN element) throws Exception;
}
© 2015 - 2024 Weber Informatics LLC | Privacy Policy