PeterZh6 commented on code in PR #10916:
URL: https://github.com/apache/inlong/pull/10916#discussion_r1734688395


##########
inlong-manager/manager-plugins/base/src/main/java/org/apache/inlong/manager/plugin/flink/FlinkParallelismOptimizer.java:
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@@ -0,0 +1,220 @@
+/*
+ * 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.inlong.manager.plugin.flink;
+
+import org.apache.inlong.audit.AuditIdEnum;
+import org.apache.inlong.audit.entity.FlowType;
+import org.apache.inlong.manager.pojo.audit.AuditInfo;
+import org.apache.inlong.manager.pojo.stream.InlongStreamInfo;
+
+import com.google.gson.Gson;
+import com.google.gson.JsonObject;
+import com.google.gson.JsonParser;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.http.HttpEntity;
+import org.apache.http.client.methods.CloseableHttpResponse;
+import org.apache.http.client.methods.HttpGet;
+import org.apache.http.impl.client.CloseableHttpClient;
+import org.apache.http.impl.client.HttpClients;
+import org.apache.http.util.EntityUtils;
+import org.springframework.beans.factory.annotation.Value;
+import org.springframework.stereotype.Component;
+
+import java.io.IOException;
+import java.time.ZoneId;
+import java.time.ZonedDateTime;
+import java.time.format.DateTimeFormatter;
+import java.util.List;
+import java.util.StringJoiner;
+
+import static org.apache.inlong.audit.consts.OpenApiConstants.*;
+import static org.apache.inlong.manager.common.consts.InlongConstants.*;
+
+/**
+ *     This class is used to calculate the recommended parallelism based on 
the maximum message per second per core.
+ *     The data volume is calculated based on the average data count per hour.
+ *     The data count is retrieved from the inlong audit API.
+ */
+@Slf4j
+@Component
+public class FlinkParallelismOptimizer {
+
+    @Value("${audit.query.url:http://127.0.0.1:10080}";)
+    public String auditQueryUrl;
+
+    private static final int MAX_PARALLELISM = 2048;
+    private long maximumMessagePerSecondPerCore = 1000L;
+    private static final int DEFAULT_PARALLELISM = 1;
+    private static final long DEFAULT_ERROR_DATA_VOLUME = 0L;
+    private static final FlowType DEFAULT_FLOWTYPE = FlowType.OUTPUT;
+    private static final String DEFAULT_AUDIT_TYPE = "DataProxy";
+    private static final String AUDIT_CYCLE_REALTIME = "1";
+    // maxmimum data scale counting range in hours
+    private static final int DATA_SCALE_COUNTING_RANGE_IN_HOURS = 1;
+    private static final String AUDIT_QUERY_DATE_TIME_FORMAT = 
"yyyy-MM-dd'T'HH:mm:ss.SSS"; // sample time format:
+                                                                               
             // 2024-08-23T22:47:38.866
+
+    private static final String LOGTS_DATE_TIME_FORMAT = "yyyy-MM-dd HH:mm:ss";
+    private static final String TIMEZONE_REGEX = "([+-])(\\d):";
+
+    /**
+     * Calculate recommended parallelism based on maximum message per second 
per core
+     *
+     * @return Recommended parallelism
+     */
+    public int calculateRecommendedParallelism(List<InlongStreamInfo> 
streamInfos) {

Review Comment:
   Thanks a lot for the suggestions! I am sorry that I made a mistaking when 
submitting code. The missing code of invoking `calculateRecommendedParallelism` 
in `FlinkService` is now added.



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