Copilot commented on code in PR #2839:
URL: https://github.com/apache/fluss/pull/2839#discussion_r2930990098


##########
fluss-metrics/fluss-metrics-influxdb/src/main/java/org/apache/fluss/metrics/influxdb/InfluxdbReporter.java:
##########
@@ -0,0 +1,150 @@
+/*
+ * 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.fluss.metrics.influxdb;
+
+import org.apache.fluss.config.Configuration;
+import org.apache.fluss.metrics.Metric;
+import org.apache.fluss.metrics.groups.MetricGroup;
+import org.apache.fluss.metrics.reporter.ScheduledMetricReporter;
+import org.apache.fluss.utils.MapUtils;
+
+import com.influxdb.v3.client.InfluxDBClient;
+import com.influxdb.v3.client.Point;
+import com.influxdb.v3.client.config.ClientConfig;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.time.Duration;
+import java.time.Instant;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+/** {@link ScheduledMetricReporter} that exports {@link Metric Metrics} via 
InfluxDB. */
+public class InfluxdbReporter implements ScheduledMetricReporter {
+
+    private static final Logger LOG = 
LoggerFactory.getLogger(InfluxdbReporter.class);
+
+    private static final char SCOPE_SEPARATOR = '_';
+    private static final String SCOPE_PREFIX = "fluss" + SCOPE_SEPARATOR;
+
+    private final Map<Metric, String> metricNames;
+    private final Map<Metric, List<Map.Entry<String, String>>> metricTags;
+    private final InfluxDBClient client;
+    private final Duration pushInterval;
+    private final InfluxdbPointProducer pointProducer;
+
+    public InfluxdbReporter(
+            String hostUrl, String org, String bucket, String token, Duration 
pushInterval) {
+        ClientConfig clientConfig =
+                new ClientConfig.Builder()
+                        .host(hostUrl)
+                        .token(token.toCharArray())
+                        .organization(org)
+                        .database(bucket)
+                        .build();
+
+        this.client = InfluxDBClient.getInstance(clientConfig);
+        this.pushInterval = pushInterval;
+        this.metricNames = MapUtils.newConcurrentHashMap();
+        this.metricTags = MapUtils.newConcurrentHashMap();
+        this.pointProducer = InfluxdbPointProducer.getInstance();
+
+        LOG.info("Started InfluxDB reporter connecting to {}", hostUrl);
+    }
+
+    @Override
+    public void open(Configuration config) {
+        // do nothing
+    }
+
+    @Override
+    public void close() {
+        if (client != null) {
+            try {
+                client.close();
+            } catch (Exception e) {
+                LOG.warn("Failed to close InfluxDB client", e);
+            }
+        }
+    }
+
+    @Override
+    public void report() {
+        List<Point> points = new ArrayList<>();
+        Instant now = Instant.now();
+
+        for (Map.Entry<Metric, String> entry : metricNames.entrySet()) {
+            Metric metric = entry.getKey();
+            String metricName = entry.getValue();
+            List<Map.Entry<String, String>> tags = metricTags.get(metric);
+
+            try {
+                Point point = pointProducer.createPoint(metric, metricName, 
tags, now);
+                points.add(point);
+            } catch (Exception e) {
+                LOG.warn("Failed to create point for metric {}", metricName, 
e);
+            }
+        }
+
+        client.writePoints(points);

Review Comment:
   `report()` calls `client.writePoints(points)` without any exception 
handling. If the Influx client throws (network issues, auth errors, etc.), this 
can bubble up into the metrics system and impact process stability. Wrap the 
write call in a try/catch and log at WARN (similar to other reporters) to keep 
metrics best-effort.
   



##########
fluss-metrics/fluss-metrics-influxdb/src/main/java/org/apache/fluss/metrics/influxdb/InfluxdbReporter.java:
##########
@@ -0,0 +1,150 @@
+/*
+ * 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.fluss.metrics.influxdb;
+
+import org.apache.fluss.config.Configuration;
+import org.apache.fluss.metrics.Metric;
+import org.apache.fluss.metrics.groups.MetricGroup;
+import org.apache.fluss.metrics.reporter.ScheduledMetricReporter;
+import org.apache.fluss.utils.MapUtils;
+
+import com.influxdb.v3.client.InfluxDBClient;
+import com.influxdb.v3.client.Point;
+import com.influxdb.v3.client.config.ClientConfig;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.time.Duration;
+import java.time.Instant;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+/** {@link ScheduledMetricReporter} that exports {@link Metric Metrics} via 
InfluxDB. */
+public class InfluxdbReporter implements ScheduledMetricReporter {
+
+    private static final Logger LOG = 
LoggerFactory.getLogger(InfluxdbReporter.class);
+
+    private static final char SCOPE_SEPARATOR = '_';
+    private static final String SCOPE_PREFIX = "fluss" + SCOPE_SEPARATOR;
+
+    private final Map<Metric, String> metricNames;
+    private final Map<Metric, List<Map.Entry<String, String>>> metricTags;
+    private final InfluxDBClient client;
+    private final Duration pushInterval;
+    private final InfluxdbPointProducer pointProducer;
+
+    public InfluxdbReporter(
+            String hostUrl, String org, String bucket, String token, Duration 
pushInterval) {
+        ClientConfig clientConfig =
+                new ClientConfig.Builder()
+                        .host(hostUrl)
+                        .token(token.toCharArray())
+                        .organization(org)
+                        .database(bucket)
+                        .build();
+
+        this.client = InfluxDBClient.getInstance(clientConfig);
+        this.pushInterval = pushInterval;
+        this.metricNames = MapUtils.newConcurrentHashMap();
+        this.metricTags = MapUtils.newConcurrentHashMap();
+        this.pointProducer = InfluxdbPointProducer.getInstance();
+
+        LOG.info("Started InfluxDB reporter connecting to {}", hostUrl);
+    }
+
+    @Override
+    public void open(Configuration config) {
+        // do nothing
+    }
+
+    @Override
+    public void close() {
+        if (client != null) {
+            try {
+                client.close();
+            } catch (Exception e) {
+                LOG.warn("Failed to close InfluxDB client", e);
+            }
+        }
+    }
+
+    @Override
+    public void report() {
+        List<Point> points = new ArrayList<>();
+        Instant now = Instant.now();
+
+        for (Map.Entry<Metric, String> entry : metricNames.entrySet()) {
+            Metric metric = entry.getKey();
+            String metricName = entry.getValue();
+            List<Map.Entry<String, String>> tags = metricTags.get(metric);
+
+            try {
+                Point point = pointProducer.createPoint(metric, metricName, 
tags, now);
+                points.add(point);

Review Comment:
   `metricTags.get(metric)` may return null (e.g., concurrent remove between 
iterating `metricNames` and reading `metricTags`), but 
`InfluxdbPointProducer.createPoint()` unconditionally iterates over `tags`. 
This can cause an NPE during reporting. Consider iterating over a single 
combined structure (name+tags) or defaulting to an empty tag list when missing.



##########
fluss-metrics/fluss-metrics-influxdb/src/test/java/org/apache/fluss/metrics/influxdb/InfluxdbReporterTest.java:
##########
@@ -0,0 +1,228 @@
+/*
+ * 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.fluss.metrics.influxdb;
+
+import org.apache.fluss.config.Configuration;
+import org.apache.fluss.metrics.Counter;
+import org.apache.fluss.metrics.Gauge;
+import org.apache.fluss.metrics.SimpleCounter;
+import org.apache.fluss.metrics.groups.MetricGroup;
+import org.apache.fluss.metrics.util.TestHistogram;
+import org.apache.fluss.metrics.util.TestMeter;
+import org.apache.fluss.metrics.util.TestMetricGroup;
+
+import com.influxdb.v3.client.InfluxDBClient;
+import com.influxdb.v3.client.Point;
+import org.junit.jupiter.api.AfterEach;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+import org.mockito.ArgumentCaptor;
+
+import java.lang.reflect.Field;
+import java.time.Duration;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import static org.assertj.core.api.Assertions.assertThat;
+import static org.mockito.ArgumentMatchers.any;
+import static org.mockito.Mockito.doNothing;
+import static org.mockito.Mockito.mock;
+import static org.mockito.Mockito.times;
+import static org.mockito.Mockito.verify;
+
+/** Tests for the {@link InfluxdbReporter}. */
+class InfluxdbReporterTest {
+
+    private InfluxdbReporter reporter;
+    private MetricGroup metricGroup;
+    private InfluxDBClient mockClient;
+
+    @BeforeEach
+    void setUp() throws Exception {
+        mockClient = mock(InfluxDBClient.class);
+        doNothing().when(mockClient).writePoints(any());
+
+        reporter =
+                new InfluxdbReporter(
+                        "http://localhost:8086";,
+                        "test-org",
+                        "test-bucket",
+                        "test-token",
+                        Duration.ofSeconds(10)) {
+                    @Override
+                    public void open(Configuration config) {
+                        // Override to inject mock client
+                        try {
+                            Field clientField = 
InfluxdbReporter.class.getDeclaredField("client");
+                            clientField.setAccessible(true);
+                            clientField.set(this, mockClient);
+                        } catch (Exception e) {
+                            throw new RuntimeException(e);
+                        }
+                    }
+                };

Review Comment:
   The test injects `mockClient` by reflectively setting the 
`InfluxdbReporter.client` field inside an overridden `open()`. In production 
code the field is `final`, so this is brittle and may fail on newer JVMs (and 
the constructor already creates a real client before `open()` runs). Prefer a 
test-only constructor/factory that accepts an `InfluxDBClient` (or a supplier) 
so tests can avoid reflection and avoid instantiating the real client.



##########
fluss-metrics/fluss-metrics-influxdb/src/main/java/org/apache/fluss/metrics/influxdb/InfluxdbReporter.java:
##########
@@ -0,0 +1,150 @@
+/*
+ * 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.fluss.metrics.influxdb;
+
+import org.apache.fluss.config.Configuration;
+import org.apache.fluss.metrics.Metric;
+import org.apache.fluss.metrics.groups.MetricGroup;
+import org.apache.fluss.metrics.reporter.ScheduledMetricReporter;
+import org.apache.fluss.utils.MapUtils;
+
+import com.influxdb.v3.client.InfluxDBClient;
+import com.influxdb.v3.client.Point;
+import com.influxdb.v3.client.config.ClientConfig;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.time.Duration;
+import java.time.Instant;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+/** {@link ScheduledMetricReporter} that exports {@link Metric Metrics} via 
InfluxDB. */
+public class InfluxdbReporter implements ScheduledMetricReporter {
+
+    private static final Logger LOG = 
LoggerFactory.getLogger(InfluxdbReporter.class);
+
+    private static final char SCOPE_SEPARATOR = '_';
+    private static final String SCOPE_PREFIX = "fluss" + SCOPE_SEPARATOR;
+
+    private final Map<Metric, String> metricNames;
+    private final Map<Metric, List<Map.Entry<String, String>>> metricTags;
+    private final InfluxDBClient client;
+    private final Duration pushInterval;
+    private final InfluxdbPointProducer pointProducer;
+
+    public InfluxdbReporter(
+            String hostUrl, String org, String bucket, String token, Duration 
pushInterval) {
+        ClientConfig clientConfig =
+                new ClientConfig.Builder()
+                        .host(hostUrl)
+                        .token(token.toCharArray())
+                        .organization(org)
+                        .database(bucket)
+                        .build();
+
+        this.client = InfluxDBClient.getInstance(clientConfig);
+        this.pushInterval = pushInterval;
+        this.metricNames = MapUtils.newConcurrentHashMap();
+        this.metricTags = MapUtils.newConcurrentHashMap();
+        this.pointProducer = InfluxdbPointProducer.getInstance();
+
+        LOG.info("Started InfluxDB reporter connecting to {}", hostUrl);
+    }
+
+    @Override
+    public void open(Configuration config) {
+        // do nothing
+    }
+
+    @Override
+    public void close() {
+        if (client != null) {
+            try {
+                client.close();
+            } catch (Exception e) {
+                LOG.warn("Failed to close InfluxDB client", e);
+            }
+        }
+    }
+
+    @Override
+    public void report() {
+        List<Point> points = new ArrayList<>();
+        Instant now = Instant.now();
+
+        for (Map.Entry<Metric, String> entry : metricNames.entrySet()) {
+            Metric metric = entry.getKey();
+            String metricName = entry.getValue();
+            List<Map.Entry<String, String>> tags = metricTags.get(metric);
+
+            try {
+                Point point = pointProducer.createPoint(metric, metricName, 
tags, now);
+                points.add(point);
+            } catch (Exception e) {
+                LOG.warn("Failed to create point for metric {}", metricName, 
e);
+            }
+        }
+
+        client.writePoints(points);
+    }
+
+    @Override
+    public Duration scheduleInterval() {
+        return pushInterval;
+    }
+
+    @Override
+    public void notifyOfAddedMetric(Metric metric, String metricName, 
MetricGroup group) {
+        String scopedMetricName = getScopedName(metricName, group);
+        List<Map.Entry<String, String>> tags = getTags(group);
+
+        metricNames.put(metric, scopedMetricName);
+        metricTags.put(metric, tags);
+    }
+
+    @Override
+    public void notifyOfRemovedMetric(Metric metric, String metricName, 
MetricGroup group) {
+        metricNames.remove(metric);
+        metricTags.remove(metric);
+    }
+
+    private String getScopedName(String metricName, MetricGroup group) {
+        return SCOPE_PREFIX
+                + group.getLogicalScope(this::filterCharacters, 
SCOPE_SEPARATOR)
+                + SCOPE_SEPARATOR
+                + filterCharacters(metricName);
+    }
+
+    private List<Map.Entry<String, String>> getTags(MetricGroup group) {
+        List<Map.Entry<String, String>> tags = new ArrayList<>();
+        for (Map.Entry<String, String> entry : 
group.getAllVariables().entrySet()) {
+            tags.add(
+                    new HashMap.SimpleEntry<>(
+                            filterCharacters(entry.getKey()), 
filterCharacters(entry.getValue())));
+        }

Review Comment:
   `getTags()` uses `new HashMap.SimpleEntry<>(...)`, but `HashMap` doesn't 
provide `SimpleEntry` (it's `AbstractMap.SimpleEntry`). This currently won't 
compile; switch to `AbstractMap.SimpleEntry` (or another `Map.Entry` 
implementation) for tag entries.



##########
fluss-metrics/fluss-metrics-influxdb/src/main/java/org/apache/fluss/metrics/influxdb/InfluxdbPointProducer.java:
##########
@@ -0,0 +1,104 @@
+/*
+ * 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.fluss.metrics.influxdb;
+
+import org.apache.fluss.metrics.Counter;
+import org.apache.fluss.metrics.Gauge;
+import org.apache.fluss.metrics.Histogram;
+import org.apache.fluss.metrics.HistogramStatistics;
+import org.apache.fluss.metrics.Meter;
+import org.apache.fluss.metrics.Metric;
+
+import com.influxdb.v3.client.Point;
+
+import java.time.Instant;
+import java.util.List;
+import java.util.Map;
+
+/** Producer that creates InfluxDB {@link Point Points} from Fluss {@link 
Metric Metrics}. */
+public class InfluxdbPointProducer {
+
+    private static final InfluxdbPointProducer INSTANCE = new 
InfluxdbPointProducer();
+
+    public static InfluxdbPointProducer getInstance() {
+        return INSTANCE;
+    }
+
+    public Point createPoint(
+            Metric metric, String metricName, List<Map.Entry<String, String>> 
tags, Instant time) {
+        Point point = Point.measurement(metricName).setTimestamp(time);
+
+        for (Map.Entry<String, String> tag : tags) {
+            point.setTag(tag.getKey(), tag.getValue());

Review Comment:
   `createPoint(...)` assumes `tags` is non-null and iterates over it. Given 
the reporter stores tags in a separate map from names, this can be null in some 
cases (e.g., concurrent removal). Guard against null by treating it as an empty 
list to avoid NPEs.
   



##########
fluss-metrics/fluss-metrics-influxdb/src/main/java/org/apache/fluss/metrics/influxdb/InfluxdbPointProducer.java:
##########
@@ -0,0 +1,104 @@
+/*
+ * 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.fluss.metrics.influxdb;
+
+import org.apache.fluss.metrics.Counter;
+import org.apache.fluss.metrics.Gauge;
+import org.apache.fluss.metrics.Histogram;
+import org.apache.fluss.metrics.HistogramStatistics;
+import org.apache.fluss.metrics.Meter;
+import org.apache.fluss.metrics.Metric;
+
+import com.influxdb.v3.client.Point;
+
+import java.time.Instant;
+import java.util.List;
+import java.util.Map;
+
+/** Producer that creates InfluxDB {@link Point Points} from Fluss {@link 
Metric Metrics}. */
+public class InfluxdbPointProducer {
+
+    private static final InfluxdbPointProducer INSTANCE = new 
InfluxdbPointProducer();
+
+    public static InfluxdbPointProducer getInstance() {
+        return INSTANCE;
+    }
+
+    public Point createPoint(
+            Metric metric, String metricName, List<Map.Entry<String, String>> 
tags, Instant time) {
+        Point point = Point.measurement(metricName).setTimestamp(time);
+
+        for (Map.Entry<String, String> tag : tags) {
+            point.setTag(tag.getKey(), tag.getValue());
+        }
+
+        if (metric instanceof Counter) {
+            return createPointForCounter((Counter) metric, point);
+        }
+
+        if (metric instanceof Gauge) {
+            return createPointForGauge((Gauge<?>) metric, point);
+        }
+
+        if (metric instanceof Meter) {
+            return createPointForMeter((Meter) metric, point);
+        }
+
+        if (metric instanceof Histogram) {
+            return createPointForHistogram((Histogram) metric, point);
+        }
+
+        throw new IllegalArgumentException("Unknown metric type: " + 
metric.getClass());
+    }
+
+    private Point createPointForCounter(Counter counter, Point point) {
+        return point.setField("count", counter.getCount());
+    }
+
+    private Point createPointForGauge(Gauge<?> gauge, Point point) {
+        Object value = gauge.getValue();
+
+        if (value instanceof Number) {
+            return point.setField("value", ((Number) value));
+        } else if (value instanceof Boolean) {
+            return point.setField("value", ((boolean) value));

Review Comment:
   In `createPointForGauge`, `value` is an `Object`; casting it to primitive 
with `(boolean) value` is invalid Java and won't compile. Use `(Boolean) value` 
(auto-unboxing) or `((Boolean) value).booleanValue()` when the value is a 
`Boolean`.
   



##########
fluss-metrics/pom.xml:
##########
@@ -34,6 +34,7 @@
     <modules>
         <module>fluss-metrics-prometheus</module>
         <module>fluss-metrics-jmx</module>
+        <module>fluss-metrics-influxdb</module>

Review Comment:
   This adds the new `fluss-metrics-influxdb` module, but the distribution 
packaging doesn't currently include the new plugin (e.g. 
`fluss-dist/src/main/assemblies/plugins.xml` only lists prometheus/jmx). 
Without wiring it into `fluss-dist`, the module will build but the plugin jar 
won't be shipped in the Fluss distribution.
   



##########
fluss-metrics/fluss-metrics-influxdb/src/test/resources/log4j2-test.properties:
##########
@@ -0,0 +1,28 @@
+w#

Review Comment:
   The first line is `w#`, which looks like an accidental extra character 
before the comment marker. This may break log4j2 properties parsing; it should 
likely start with `#` like the other modules' `log4j2-test.properties` files.
   



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