suvodeep-pyne commented on code in PR #17099:
URL: https://github.com/apache/pinot/pull/17099#discussion_r2482344732


##########
pinot-segment-local/src/main/java/org/apache/pinot/segment/local/utils/ServerReloadJobStatusCache.java:
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@@ -0,0 +1,99 @@
+/**
+ * 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.pinot.segment.local.utils;
+
+import com.google.common.cache.Cache;
+import com.google.common.cache.CacheBuilder;
+import java.util.concurrent.TimeUnit;
+import javax.annotation.Nullable;
+import javax.annotation.concurrent.ThreadSafe;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import static java.util.Objects.requireNonNull;
+
+
+/**
+ * In-memory cache for tracking reload job status on server side.
+ * Phase 1: Only tracks failure count per job.
+ *
+ * <p>Thread-safe for concurrent access. Uses Guava Cache with LRU eviction
+ * and time-based expiration.
+ */
+@ThreadSafe
+public class ServerReloadJobStatusCache {
+  private static final Logger LOG = 
LoggerFactory.getLogger(ServerReloadJobStatusCache.class);
+
+  private final Cache<String, ReloadJobStatus> _cache;
+
+  /**
+   * Creates a cache with the given configuration.
+   *
+   */
+  public ServerReloadJobStatusCache() {
+    final ServerReloadJobStatusCacheConfig config = new 
ServerReloadJobStatusCacheConfig();
+    _cache = CacheBuilder.newBuilder()
+        .maximumSize(config.getMaxSize())
+        .expireAfterWrite(config.getTtlDays(), TimeUnit.DAYS)
+        .recordStats()
+        .build();
+
+    LOG.info("Initialized ReloadJobStatusCache with {}", config);
+  }
+
+  /**
+   * Gets the complete job status for the given job.
+   *
+   * @param jobId Reload job ID (UUID)
+   * @return Job status, or null if not found in cache
+   */
+  @Nullable
+  public ReloadJobStatus getJobStatus(String jobId) {
+    requireNonNull(jobId, "jobId cannot be null");
+
+    return _cache.getIfPresent(jobId);
+  }
+
+  /**
+   * Clears all entries from the cache.
+   * Useful for testing.

Review Comment:
   > Also, would it make sense to expose an API to clear this cache?
   
   taking the cache management thing up in following PRs. right now, the cache 
will be moot given that we are just storing counts per job.



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