Samrat002 commented on code in PR #6:
URL: 
https://github.com/apache/flink-connector-redis-streams/pull/6#discussion_r3055297122


##########
flink-connector-redis-streams/src/main/java/org/apache/flink/connector/redis/streams/source/reader/split/RedisStreamsSplitReader.java:
##########
@@ -0,0 +1,707 @@
+/*
+ * 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.connector.redis.streams.source.reader.split;
+
+import org.apache.flink.annotation.Internal;
+import org.apache.flink.connector.base.source.reader.RecordsWithSplitIds;
+import org.apache.flink.connector.base.source.reader.splitreader.SplitReader;
+import 
org.apache.flink.connector.base.source.reader.splitreader.SplitsAddition;
+import org.apache.flink.connector.base.source.reader.splitreader.SplitsChange;
+import 
org.apache.flink.connector.redis.streams.source.config.RedisStreamsSourceConfig;
+import 
org.apache.flink.connector.redis.streams.source.split.RedisStreamsSourceSplit;
+
+import io.lettuce.core.Consumer;
+import io.lettuce.core.RedisClient;
+import io.lettuce.core.RedisConnectionException;
+import io.lettuce.core.RedisURI;
+import io.lettuce.core.StreamMessage;
+import io.lettuce.core.XGroupCreateArgs;
+import io.lettuce.core.XReadArgs;
+import io.lettuce.core.api.StatefulRedisConnection;
+import io.lettuce.core.api.sync.RedisCommands;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import javax.annotation.Nullable;
+
+import java.io.IOException;
+import java.time.Duration;
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.concurrent.locks.ReentrantLock;
+
+/**
+ * Split reader that fetches records from Redis Streams in a dedicated thread.
+ *
+ * <p>Implements the {@link SplitReader} interface and runs in a background 
thread managed by
+ * Flink's {@link 
org.apache.flink.connector.base.source.reader.fetcher.SplitFetcher}. 
Continuously
+ * polls Redis Streams via consumer groups and supports deferred 
acknowledgment aligned with Flink
+ * checkpoints.
+ *
+ * <p>Thread safety: All mutable state is guarded by {@code stateLock}. Redis 
I/O is performed
+ * outside the lock to avoid blocking concurrent checkpoint operations.
+ */
+@Internal
+public class RedisStreamsSplitReader
+        implements SplitReader<StreamMessage<String, String>, 
RedisStreamsSourceSplit> {
+
+    private static final Logger LOG = 
LoggerFactory.getLogger(RedisStreamsSplitReader.class);
+    private static final long INITIAL_RECONNECT_DELAY_MS = 100L;
+    private static final long MAX_RECONNECT_DELAY_MS = 30000L;
+    private static final double BACKOFF_MULTIPLIER = 1.5;
+    private static final int MAX_CONSUMER_GROUP_RETRIES = 3;
+    private static final long CONSUMER_GROUP_RETRY_DELAY_MS = 100L;
+
+    private final RedisStreamsSourceConfig config;
+    private final ReentrantLock stateLock = new ReentrantLock();
+
+    private RedisClient redisClient;
+    private StatefulRedisConnection<String, String> connection;
+    private RedisCommands<String, String> commands;
+    private volatile boolean wokenUp = false;
+
+    private final Map<String, RedisStreamsSourceSplit> assignedSplits;
+    private final Set<String> pausedSplits;
+    private final Set<String> finishedSplits;
+    private final Map<String, LinkedList<String>> deferredAcks;
+    private final Map<String, CircuitBreaker> splitCircuitBreakers;
+    private final Map<Long, Map<String, Integer>> checkpointAckWatermarks;
+    private final Map<String, Integer> lastCompletedWatermarkPerSplit;
+
+    private long nextReconnectDelayMs = INITIAL_RECONNECT_DELAY_MS;
+    private long lastConnectionFailureTime = 0;
+    private boolean connectionInitialized = false;
+
+    public RedisStreamsSplitReader(RedisStreamsSourceConfig config) {
+        this.config = config;
+        this.assignedSplits = new HashMap<>();
+        this.pausedSplits = new HashSet<>();
+        this.finishedSplits = new HashSet<>();
+        this.deferredAcks = new HashMap<>();
+        this.splitCircuitBreakers = new HashMap<>();
+        this.checkpointAckWatermarks = new HashMap<>();
+        this.lastCompletedWatermarkPerSplit = new HashMap<>();
+    }
+
+    private void initializeConnection() {
+        try {
+            RedisURI.Builder uriBuilder =
+                    RedisURI.builder()
+                            .withHost(config.getHost())
+                            .withPort(config.getPort())
+                            .withDatabase(config.getDatabase())
+                            .withTimeout(Duration.ofSeconds(5));
+
+            if (config.getPassword() != null && 
!config.getPassword().isEmpty()) {
+                uriBuilder.withPassword(config.getPassword().toCharArray());
+            }
+
+            this.redisClient = RedisClient.create(uriBuilder.build());
+            this.connection = redisClient.connect();
+            this.commands = connection.sync();
+            this.nextReconnectDelayMs = INITIAL_RECONNECT_DELAY_MS;
+            this.lastConnectionFailureTime = 0;
+            this.connectionInitialized = true;
+            LOG.info("Connected to Redis at {}:{}", config.getHost(), 
config.getPort());
+        } catch (Exception e) {
+            LOG.error("Failed to initialize Redis connection", e);
+            cleanupConnection();
+            handleConnectionFailure();
+        }
+    }
+
+    private void handleConnectionFailure() {
+        lastConnectionFailureTime = System.currentTimeMillis();
+        nextReconnectDelayMs =
+                Math.min(
+                        (long) (nextReconnectDelayMs * BACKOFF_MULTIPLIER),
+                        MAX_RECONNECT_DELAY_MS);
+        LOG.warn("Connection failure detected. Will retry in {} ms", 
nextReconnectDelayMs);
+    }
+
+    private boolean ensureConnected() throws IOException {
+        try {
+            if (!connectionInitialized || connection == null || 
!connection.isOpen()) {
+                LOG.info(
+                        "Connection not available, attempting to reconnect 
after {} ms",
+                        nextReconnectDelayMs);
+
+                long timeSinceLastFailure =
+                        System.currentTimeMillis() - lastConnectionFailureTime;
+                if (lastConnectionFailureTime > 0
+                        && timeSinceLastFailure < nextReconnectDelayMs) {
+                    return false;
+                }
+
+                cleanupConnection();
+                initializeConnection();
+
+                if (connection != null && connection.isOpen()) {
+                    try {
+                        commands.ping();
+                        LOG.info("Redis connection re-established and 
verified");
+                        return true;
+                    } catch (Exception e) {
+                        LOG.error("Redis health check failed after reconnect", 
e);
+                        cleanupConnection();
+                        handleConnectionFailure();
+                        return false;
+                    }
+                }
+                return false;
+            }
+            return true;
+        } catch (Exception e) {
+            LOG.error("Error checking connection status", e);
+            cleanupConnection();
+            handleConnectionFailure();
+            return false;
+        }
+    }
+
+    @Override
+    public RecordsWithSplitIds<StreamMessage<String, String>> fetch() throws 
IOException {
+        if (wokenUp) {
+            wokenUp = false;
+            return new RedisStreamsRecords(Collections.emptyMap(), 
Collections.emptySet());
+        }
+
+        Map<String, RedisStreamsSourceSplit> splitsToFetch;
+        stateLock.lock();
+        try {
+            if (assignedSplits.isEmpty()) {
+                return new RedisStreamsRecords(
+                        Collections.emptyMap(), Collections.emptySet());
+            }
+
+            splitsToFetch = new HashMap<>();
+            for (Map.Entry<String, RedisStreamsSourceSplit> entry :
+                    assignedSplits.entrySet()) {
+                String splitId = entry.getKey();
+
+                if (pausedSplits.contains(splitId)) {
+                    continue;
+                }
+
+                CircuitBreaker breaker = splitCircuitBreakers.get(splitId);
+                if (breaker != null && breaker.isOpen()) {
+                    LOG.debug(
+                            "Circuit breaker open for split {}, skipping 
fetch", splitId);
+                    continue;
+                }
+
+                LinkedList<String> deferred = deferredAcks.get(splitId);
+                if (deferred != null
+                        && deferred.size() >= 
config.getMaxDeferredAckQueueSize()) {
+                    LOG.debug(
+                            "Deferred ACK queue for split {} at capacity ({})",
+                            splitId,
+                            config.getMaxDeferredAckQueueSize());
+                    continue;
+                }
+
+                splitsToFetch.put(splitId, entry.getValue());
+            }
+        } finally {
+            stateLock.unlock();
+        }
+
+        if (splitsToFetch.isEmpty()) {
+            return new RedisStreamsRecords(
+                    Collections.emptyMap(), Collections.emptySet());
+        }
+
+        if (!ensureConnected()) {
+            throw new IOException(
+                    "Redis connection unavailable. Will retry in "
+                            + nextReconnectDelayMs
+                            + "ms");
+        }
+
+        Map<String, Collection<StreamMessage<String, String>>> recordsBySplit 
= new HashMap<>();
+        Set<String> finishedSplitsInFetch = new HashSet<>();
+
+        for (Map.Entry<String, RedisStreamsSourceSplit> entry : 
splitsToFetch.entrySet()) {
+            if (wokenUp) {
+                break;
+            }
+
+            String splitId = entry.getKey();
+            RedisStreamsSourceSplit split = entry.getValue();
+
+            try {
+                List<StreamMessage<String, String>> messages = 
fetchFromSplit(split);
+
+                if (!messages.isEmpty()) {
+                    recordsBySplit.put(splitId, messages);
+                } else if (config.isBounded()) {
+                    finishedSplitsInFetch.add(splitId);
+                    LOG.info("Split {} finished in bounded mode", splitId);
+                }
+            } catch (RedisConnectionException e) {
+                LOG.warn(
+                        "Redis connection error for split {}: {}",
+                        splitId,
+                        e.getMessage());
+                handleConnectionFailure();
+                splitCircuitBreakers
+                        .computeIfAbsent(splitId, k -> new CircuitBreaker())
+                        .recordFailure();
+            } catch (Exception e) {
+                LOG.error(
+                        "Unexpected error fetching from Redis Stream split {}",
+                        splitId,
+                        e);
+                splitCircuitBreakers
+                        .computeIfAbsent(splitId, k -> new CircuitBreaker())
+                        .recordFailure();
+            }
+        }
+
+        stateLock.lock();
+        try {
+            for (Map.Entry<String, Collection<StreamMessage<String, String>>> 
entry :
+                    recordsBySplit.entrySet()) {
+                String splitId = entry.getKey();
+                Collection<StreamMessage<String, String>> records = 
entry.getValue();
+
+                if (!records.isEmpty()) {
+                    LinkedList<String> deferred =
+                            deferredAcks.computeIfAbsent(splitId, k -> new 
LinkedList<>());
+                    String lastId = null;
+                    for (StreamMessage<String, String> msg : records) {
+                        deferred.addLast(msg.getId());
+                        lastId = msg.getId();
+                    }
+
+                    RedisStreamsSourceSplit currentSplit = 
assignedSplits.get(splitId);
+                    if (currentSplit != null && lastId != null) {
+                        assignedSplits.put(
+                                splitId, 
currentSplit.withLastReadEntryId(lastId));
+                    }
+
+                    CircuitBreaker breaker = splitCircuitBreakers.get(splitId);
+                    if (breaker != null) {
+                        breaker.recordSuccess();
+                    }
+
+                    LOG.debug(
+                            "Fetched {} messages from split {}, last ID: {}, "
+                                    + "deferred queue size: {}",
+                            records.size(),
+                            splitId,
+                            lastId,
+                            deferred.size());
+                }
+            }
+
+            for (String splitId : finishedSplitsInFetch) {
+                assignedSplits.remove(splitId);
+                finishedSplits.add(splitId);
+            }
+        } finally {
+            stateLock.unlock();
+        }
+
+        return new RedisStreamsRecords(recordsBySplit, finishedSplitsInFetch);
+    }
+
+    private List<StreamMessage<String, String>> 
fetchFromSplit(RedisStreamsSourceSplit split)
+            throws Exception {
+        String streamKey = split.getStreamKey();
+        Consumer<String> consumer =
+                Consumer.from(config.getConsumerGroup(), 
config.getConsumerName());
+
+        XReadArgs readArgs =
+                XReadArgs.Builder.block(config.getPollTimeout())
+                        .count(config.getBatchSize());
+
+        List<StreamMessage<String, String>> messages =
+                commands.xreadgroup(
+                        consumer,
+                        readArgs,
+                        XReadArgs.StreamOffset.lastConsumed(streamKey));

Review Comment:
   Excellent catch — this was a real bug. When consumerName is shared across 
parallel subtasks, Redis consumer groups treat all connections as one consumer, 
defeating the purpose of parallel reads.
   
   Fixed by appending -subtaskId to the consumer name in 
RedisStreamsSplitReader.fetchFromSplit(). The subtaskId is now passed from 
SourceReaderContext.getIndexOfSubtask() through 
RedisStreamsSource.createReader() → RedisStreamsSplitReader constructor. This 
ensures each subtask gets a unique consumer identity within the consumer group 
(e.g., flink-consumer-abc12345-0, flink-consumer-abc12345-1).
   



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