[ 
https://issues.apache.org/jira/browse/HADOOP-19311?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17906275#comment-17906275
 ] 

ASF GitHub Bot commented on HADOOP-19311:
-----------------------------------------

bhattmanish98 commented on code in PR #7122:
URL: https://github.com/apache/hadoop/pull/7122#discussion_r1887970808


##########
hadoop-tools/hadoop-azure/src/main/java/org/apache/hadoop/fs/azurebfs/services/AbfsBackoffMetrics.java:
##########
@@ -0,0 +1,275 @@
+/**
+ * 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.hadoop.fs.azurebfs.services;
+
+import java.util.Arrays;
+import java.util.List;
+import java.util.stream.Stream;
+
+import org.apache.hadoop.classification.VisibleForTesting;
+import org.apache.hadoop.fs.azurebfs.enums.AbfsBackoffMetricsEnum;
+import org.apache.hadoop.fs.azurebfs.enums.RetryValue;
+import org.apache.hadoop.fs.azurebfs.enums.StatisticTypeEnum;
+import org.apache.hadoop.fs.azurebfs.statistics.AbstractAbfsStatisticsSource;
+import org.apache.hadoop.fs.statistics.impl.IOStatisticsStore;
+
+import static 
org.apache.hadoop.fs.azurebfs.constants.AbfsHttpConstants.EMPTY_STRING;
+import static 
org.apache.hadoop.fs.azurebfs.constants.FileSystemConfigurations.THOUSAND;
+import static org.apache.hadoop.fs.azurebfs.constants.MetricsConstants.RETRY;
+import static org.apache.hadoop.fs.azurebfs.constants.MetricsConstants.COLON;
+import static 
org.apache.hadoop.fs.azurebfs.constants.MetricsConstants.DOUBLE_PRECISION_FORMAT;
+import static 
org.apache.hadoop.fs.azurebfs.enums.AbfsBackoffMetricsEnum.MAX_BACK_OFF;
+import static 
org.apache.hadoop.fs.azurebfs.enums.AbfsBackoffMetricsEnum.MIN_BACK_OFF;
+import static 
org.apache.hadoop.fs.azurebfs.enums.AbfsBackoffMetricsEnum.MAX_RETRY_COUNT;
+import static 
org.apache.hadoop.fs.azurebfs.enums.AbfsBackoffMetricsEnum.NUMBER_OF_BANDWIDTH_THROTTLED_REQUESTS;
+import static 
org.apache.hadoop.fs.azurebfs.enums.AbfsBackoffMetricsEnum.NUMBER_OF_IOPS_THROTTLED_REQUESTS;
+import static 
org.apache.hadoop.fs.azurebfs.enums.AbfsBackoffMetricsEnum.NUMBER_OF_NETWORK_FAILED_REQUESTS;
+import static 
org.apache.hadoop.fs.azurebfs.enums.AbfsBackoffMetricsEnum.NUMBER_OF_OTHER_THROTTLED_REQUESTS;
+import static 
org.apache.hadoop.fs.azurebfs.enums.AbfsBackoffMetricsEnum.NUMBER_OF_REQUESTS_FAILED;
+import static 
org.apache.hadoop.fs.azurebfs.enums.AbfsBackoffMetricsEnum.NUMBER_OF_REQUESTS_SUCCEEDED;
+import static 
org.apache.hadoop.fs.azurebfs.enums.AbfsBackoffMetricsEnum.NUMBER_OF_REQUESTS_SUCCEEDED_WITHOUT_RETRYING;
+import static 
org.apache.hadoop.fs.azurebfs.enums.AbfsBackoffMetricsEnum.TOTAL_BACK_OFF;
+import static 
org.apache.hadoop.fs.azurebfs.enums.AbfsBackoffMetricsEnum.TOTAL_REQUESTS;
+import static 
org.apache.hadoop.fs.azurebfs.enums.AbfsBackoffMetricsEnum.TOTAL_NUMBER_OF_REQUESTS;
+import static org.apache.hadoop.fs.azurebfs.enums.RetryValue.ONE;
+import static org.apache.hadoop.fs.azurebfs.enums.RetryValue.TWO;
+import static org.apache.hadoop.fs.azurebfs.enums.RetryValue.THREE;
+import static org.apache.hadoop.fs.azurebfs.enums.RetryValue.FOUR;
+import static org.apache.hadoop.fs.azurebfs.enums.RetryValue.FIVE_FIFTEEN;
+import static 
org.apache.hadoop.fs.azurebfs.enums.RetryValue.FIFTEEN_TWENTY_FIVE;
+import static 
org.apache.hadoop.fs.azurebfs.enums.RetryValue.TWENTY_FIVE_AND_ABOVE;
+import static 
org.apache.hadoop.fs.azurebfs.enums.StatisticTypeEnum.TYPE_COUNTER;
+import static org.apache.hadoop.fs.azurebfs.enums.StatisticTypeEnum.TYPE_GAUGE;
+import static 
org.apache.hadoop.fs.statistics.impl.IOStatisticsBinding.iostatisticsStore;
+import static org.apache.hadoop.util.StringUtils.format;
+import static org.apache.hadoop.util.StringUtils.formatPercent;
+
+/**
+ * This class is responsible for tracking and
+ * updating metrics related to backoff and
+ * retry operations in Azure Blob File System (ABFS).
+ */
+public class AbfsBackoffMetrics extends AbstractAbfsStatisticsSource {
+  private static final List<RetryValue> RETRY_LIST = Arrays.asList(ONE, TWO, 
THREE, FOUR, FIVE_FIFTEEN, FIFTEEN_TWENTY_FIVE, TWENTY_FIVE_AND_ABOVE);
+
+  /**
+   * Constructor to initialize the IOStatisticsStore with counters and gauges.
+   */
+  public AbfsBackoffMetrics() {
+    IOStatisticsStore ioStatisticsStore = iostatisticsStore()
+            .withCounters(getMetricNames(TYPE_COUNTER))
+            .withGauges(getMetricNames(TYPE_GAUGE))

Review Comment:
   Mean is not needed for AbfsBackoffMetrics.





> [ABFS] Implement Backoff and Read Footer metrics using IOStatistics Class
> -------------------------------------------------------------------------
>
>                 Key: HADOOP-19311
>                 URL: https://issues.apache.org/jira/browse/HADOOP-19311
>             Project: Hadoop Common
>          Issue Type: Task
>          Components: fs/azure
>    Affects Versions: 3.5.0, 3.4.1
>            Reporter: Manish Bhatt
>            Assignee: Manish Bhatt
>            Priority: Major
>              Labels: pull-request-available
>
> Current Flow: We have implemented metrics collection in ABFS flow. We have 
> created a custom AbfsBackoffMetrics and AbfsReadFooterMetrics class which 
> stores all the metrics on the file system level. Our objective is to move 
> away from the custom class implementation and use IOStatisticsStore to store 
> the metrics which is present in hadoop-common.
> Changes Made: This PR contains the changes related to storing metrics related 
> to above mentioned classes in IOStatisticStore which is present in 
> hadoop-common. AbstractAbfsStatisticsSource abstract class is created which 
> is implementing IOStatisticsSource interface. This will store IOStatistics of 
> the child metrics class.
> Both AbfsBackoffMetrics and AbfsReadFooterMetrics is inheriting 
> AbstractAbfsStatisticsSource and store the respective metrics in 
> IOStatisticsStore.



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