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Posted to notifications@ignite.apache.org by "nva (via GitHub)" <gi...@apache.org> on 2024/10/10 04:27:45 UTC

[PR] IGNITE-17443 Implement OpenTelemetry metric exporter. [ignite-3]

nva opened a new pull request, #4531:
URL: https://github.com/apache/ignite-3/pull/4531

   Thank you for submitting the pull request.
   
   To streamline the review process of the patch and ensure better code quality
   we ask both an author and a reviewer to verify the following:
   
   ### The Review Checklist
   - [ ] **Formal criteria:** TC status, codestyle, mandatory documentation. Also make sure to complete the following:  
   \- There is a single JIRA ticket related to the pull request.  
   \- The web-link to the pull request is attached to the JIRA ticket.  
   \- The JIRA ticket has the Patch Available state.  
   \- The description of the JIRA ticket explains WHAT was made, WHY and HOW.  
   \- The pull request title is treated as the final commit message. The following pattern must be used: IGNITE-XXXX Change summary where XXXX - number of JIRA issue.
   - [ ] **Design:** new code conforms with the design principles of the components it is added to.
   - [ ] **Patch quality:** patch cannot be split into smaller pieces, its size must be reasonable.
   - [ ] **Code quality:** code is clean and readable, necessary developer documentation is added if needed.
   - [ ] **Tests code quality:** test set covers positive/negative scenarios, happy/edge cases. Tests are effective in terms of execution time and resources.
   
   ### Notes
   - [Apache Ignite Coding Guidelines](https://cwiki.apache.org/confluence/display/IGNITE/Java+Code+Style+Guide)


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Re: [PR] IGNITE-17443 Implement OpenTelemetry metric exporter. [ignite-3]

Posted by "kgusakov (via GitHub)" <gi...@apache.org>.
kgusakov commented on code in PR #4531:
URL: https://github.com/apache/ignite-3/pull/4531#discussion_r1822883916


##########
modules/metrics-exporter-otlp/src/main/java/org/apache/ignite/internal/metrics/exporters/configuration/OtlpExporterConfigurationSchema.java:
##########
@@ -0,0 +1,64 @@
+/*
+ * 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.ignite.internal.metrics.exporters.configuration;
+
+import static io.opentelemetry.exporter.otlp.internal.OtlpConfigUtil.PROTOCOL_GRPC;
+import static io.opentelemetry.exporter.otlp.internal.OtlpConfigUtil.PROTOCOL_HTTP_PROTOBUF;
+
+import org.apache.ignite.configuration.annotation.ConfigValue;
+import org.apache.ignite.configuration.annotation.NamedConfigValue;
+import org.apache.ignite.configuration.annotation.PolymorphicConfigInstance;
+import org.apache.ignite.configuration.annotation.Value;
+import org.apache.ignite.configuration.validation.OneOf;
+import org.apache.ignite.internal.metrics.exporters.otlp.OtlpExporter;
+import org.apache.ignite.internal.metrics.exporters.validator.EndpointValidator;
+import org.apache.ignite.internal.network.configuration.SslConfigurationSchema;
+import org.apache.ignite.internal.network.configuration.SslConfigurationValidator;
+
+/**
+ * Configuration for OTLP push exporter.
+ */
+@PolymorphicConfigInstance(OtlpExporter.EXPORTER_NAME)
+public class OtlpExporterConfigurationSchema extends ExporterConfigurationSchema {
+    @Value(hasDefault = true)

Review Comment:
   Could you pls add a javadoc with the time unit of this value?



##########
modules/metrics-exporter-otlp/src/main/java/org/apache/ignite/internal/metrics/exporters/otlp/MetricProducer.java:
##########
@@ -0,0 +1,157 @@
+/*
+ * 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.ignite.internal.metrics.exporters.otlp;
+
+import static io.opentelemetry.sdk.metrics.data.AggregationTemporality.CUMULATIVE;
+import static java.util.Collections.emptyList;
+import static java.util.Collections.singleton;
+import static java.util.stream.Collectors.toUnmodifiableList;
+
+import io.opentelemetry.api.common.Attributes;
+import io.opentelemetry.sdk.common.Clock;
+import io.opentelemetry.sdk.common.InstrumentationScopeInfo;
+import io.opentelemetry.sdk.metrics.data.MetricData;
+import io.opentelemetry.sdk.metrics.export.CollectionRegistration;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableDoublePointData;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableGaugeData;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableHistogramData;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableHistogramPointData;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableLongPointData;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableMetricData;
+import io.opentelemetry.sdk.resources.Resource;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.List;
+import java.util.Map;
+import java.util.Objects;
+import java.util.UUID;
+import java.util.function.Supplier;
+import org.apache.ignite.internal.lang.IgniteBiTuple;
+import org.apache.ignite.internal.metrics.DistributionMetric;
+import org.apache.ignite.internal.metrics.DoubleMetric;
+import org.apache.ignite.internal.metrics.IntMetric;
+import org.apache.ignite.internal.metrics.LongMetric;
+import org.apache.ignite.internal.metrics.Metric;
+import org.apache.ignite.internal.metrics.MetricProvider;
+import org.apache.ignite.internal.metrics.MetricSet;
+import org.jetbrains.annotations.Nullable;
+
+/**
+ * Metrics producer which collect metrics in OpenTelemetry format.
+ */
+class MetricProducer implements CollectionRegistration {
+    private final MetricProvider metricsProvider;
+
+    private final Supplier<UUID> clusterIdSupplier;
+
+    private final String nodeName;
+
+    MetricProducer(MetricProvider metricsProvider, Supplier<UUID> clusterIdSupplier, String nodeName) {
+        this.metricsProvider = metricsProvider;
+        this.clusterIdSupplier = clusterIdSupplier;
+        this.nodeName = nodeName;
+    }
+
+    @Override
+    public Collection<MetricData> collectAllMetrics() {
+        IgniteBiTuple<Map<String, MetricSet>, Long> snapshot = metricsProvider.metrics();
+        @Nullable Long metricCount = snapshot.getValue();
+
+        if (metricCount == null || Objects.equals(metricCount, 0L)) {
+            return emptyList();
+        }
+
+        long epochNanos = Clock.getDefault().now();
+
+        Resource resource = Resource.builder()
+                .put("service.name", clusterIdSupplier.get().toString())
+                .put("service.instance.id", nodeName)
+                .build();
+
+        Collection<MetricData> result = new ArrayList<>(Math.toIntExact(metricCount));
+
+        for (MetricSet metricSet : snapshot.getKey().values())  {
+            InstrumentationScopeInfo scope = InstrumentationScopeInfo.builder(metricSet.name())
+                    .build();
+
+            for (Metric metric : metricSet) {
+                if (metric instanceof IntMetric) {
+                    IntMetric intMetric = (IntMetric) metric;
+
+                    result.add(ImmutableMetricData.createLongGauge(
+                            resource,
+                            scope,
+                            metric.name(),
+                            metric.description(),
+                            "",
+                            ImmutableGaugeData.create(
+                                    singleton(ImmutableLongPointData.create(epochNanos, epochNanos, Attributes.empty(), intMetric.value()))
+                            )
+                    ));
+                } else if (metric instanceof LongMetric) {
+                    LongMetric longMetric = (LongMetric) metric;
+
+                    result.add(ImmutableMetricData.createLongGauge(
+                            resource,
+                            scope,
+                            metric.name(),
+                            metric.description(),
+                            "",
+                            ImmutableGaugeData.create(
+                                    singleton(ImmutableLongPointData.create(epochNanos, epochNanos, Attributes.empty(), longMetric.value()))
+                            )
+                    ));
+                } else if (metric instanceof DoubleMetric) {
+                    DoubleMetric metric0 = (DoubleMetric) metric;
+
+                    result.add(ImmutableMetricData.createDoubleGauge(
+                            resource,
+                            scope,
+                            metric.name(),
+                            metric.description(),
+                            "",
+                            ImmutableGaugeData.create(
+                                    singleton(ImmutableDoublePointData.create(epochNanos, epochNanos, Attributes.empty(), metric0.value()))
+                            )
+                    ));
+                } else if (metric instanceof DistributionMetric) {
+                    DistributionMetric metric0 = (DistributionMetric) metric;
+
+                    result.add(ImmutableMetricData.createDoubleHistogram(
+                            resource,
+                            scope,
+                            metric.name(),
+                            metric.description(),
+                            "",
+                            ImmutableHistogramData.create(
+                                    CUMULATIVE,
+                                    List.of(ImmutableHistogramPointData.create(
+                                            epochNanos, epochNanos, Attributes.empty(), Double.NaN, false, Double.NaN, false, Double.NaN,
+                                            Arrays.stream(metric0.bounds()).asDoubleStream().boxed().collect(toUnmodifiableList()),
+                                            Arrays.stream(metric0.value()).boxed().collect(toUnmodifiableList())
+                                    ))
+                            )
+                    ));
+                }

Review Comment:
   It will be useful to add the DEBUG/TRACE level log at least, for the cases, when occasionally we receive unknown metric type here.



##########
modules/metrics-exporter-otlp/src/main/java/org/apache/ignite/internal/metrics/exporters/otlp/MetricProducer.java:
##########
@@ -0,0 +1,157 @@
+/*
+ * 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.ignite.internal.metrics.exporters.otlp;
+
+import static io.opentelemetry.sdk.metrics.data.AggregationTemporality.CUMULATIVE;
+import static java.util.Collections.emptyList;
+import static java.util.Collections.singleton;
+import static java.util.stream.Collectors.toUnmodifiableList;
+
+import io.opentelemetry.api.common.Attributes;
+import io.opentelemetry.sdk.common.Clock;
+import io.opentelemetry.sdk.common.InstrumentationScopeInfo;
+import io.opentelemetry.sdk.metrics.data.MetricData;
+import io.opentelemetry.sdk.metrics.export.CollectionRegistration;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableDoublePointData;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableGaugeData;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableHistogramData;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableHistogramPointData;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableLongPointData;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableMetricData;
+import io.opentelemetry.sdk.resources.Resource;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.List;
+import java.util.Map;
+import java.util.Objects;
+import java.util.UUID;
+import java.util.function.Supplier;
+import org.apache.ignite.internal.lang.IgniteBiTuple;
+import org.apache.ignite.internal.metrics.DistributionMetric;
+import org.apache.ignite.internal.metrics.DoubleMetric;
+import org.apache.ignite.internal.metrics.IntMetric;
+import org.apache.ignite.internal.metrics.LongMetric;
+import org.apache.ignite.internal.metrics.Metric;
+import org.apache.ignite.internal.metrics.MetricProvider;
+import org.apache.ignite.internal.metrics.MetricSet;
+import org.jetbrains.annotations.Nullable;
+
+/**
+ * Metrics producer which collect metrics in OpenTelemetry format.
+ */
+class MetricProducer implements CollectionRegistration {
+    private final MetricProvider metricsProvider;
+
+    private final Supplier<UUID> clusterIdSupplier;
+
+    private final String nodeName;
+
+    MetricProducer(MetricProvider metricsProvider, Supplier<UUID> clusterIdSupplier, String nodeName) {
+        this.metricsProvider = metricsProvider;
+        this.clusterIdSupplier = clusterIdSupplier;
+        this.nodeName = nodeName;
+    }
+
+    @Override
+    public Collection<MetricData> collectAllMetrics() {
+        IgniteBiTuple<Map<String, MetricSet>, Long> snapshot = metricsProvider.metrics();
+        @Nullable Long metricCount = snapshot.getValue();
+
+        if (metricCount == null || Objects.equals(metricCount, 0L)) {
+            return emptyList();
+        }
+
+        long epochNanos = Clock.getDefault().now();
+
+        Resource resource = Resource.builder()
+                .put("service.name", clusterIdSupplier.get().toString())
+                .put("service.instance.id", nodeName)
+                .build();
+
+        Collection<MetricData> result = new ArrayList<>(Math.toIntExact(metricCount));
+
+        for (MetricSet metricSet : snapshot.getKey().values())  {
+            InstrumentationScopeInfo scope = InstrumentationScopeInfo.builder(metricSet.name())
+                    .build();
+
+            for (Metric metric : metricSet) {
+                if (metric instanceof IntMetric) {
+                    IntMetric intMetric = (IntMetric) metric;
+
+                    result.add(ImmutableMetricData.createLongGauge(
+                            resource,
+                            scope,
+                            metric.name(),
+                            metric.description(),
+                            "",
+                            ImmutableGaugeData.create(
+                                    singleton(ImmutableLongPointData.create(epochNanos, epochNanos, Attributes.empty(), intMetric.value()))
+                            )
+                    ));
+                } else if (metric instanceof LongMetric) {
+                    LongMetric longMetric = (LongMetric) metric;
+
+                    result.add(ImmutableMetricData.createLongGauge(
+                            resource,
+                            scope,
+                            metric.name(),
+                            metric.description(),
+                            "",
+                            ImmutableGaugeData.create(
+                                    singleton(ImmutableLongPointData.create(epochNanos, epochNanos, Attributes.empty(), longMetric.value()))
+                            )
+                    ));
+                } else if (metric instanceof DoubleMetric) {
+                    DoubleMetric metric0 = (DoubleMetric) metric;
+
+                    result.add(ImmutableMetricData.createDoubleGauge(
+                            resource,
+                            scope,
+                            metric.name(),
+                            metric.description(),
+                            "",
+                            ImmutableGaugeData.create(
+                                    singleton(ImmutableDoublePointData.create(epochNanos, epochNanos, Attributes.empty(), metric0.value()))
+                            )
+                    ));
+                } else if (metric instanceof DistributionMetric) {
+                    DistributionMetric metric0 = (DistributionMetric) metric;
+
+                    result.add(ImmutableMetricData.createDoubleHistogram(
+                            resource,
+                            scope,
+                            metric.name(),
+                            metric.description(),
+                            "",
+                            ImmutableHistogramData.create(
+                                    CUMULATIVE,
+                                    List.of(ImmutableHistogramPointData.create(
+                                            epochNanos, epochNanos, Attributes.empty(), Double.NaN, false, Double.NaN, false, Double.NaN,
+                                            Arrays.stream(metric0.bounds()).asDoubleStream().boxed().collect(toUnmodifiableList()),

Review Comment:
   It's a pretty often (every X seconds, I guess) executable piece of code. By the our https://cwiki.apache.org/confluence/display/IGNITE/Coding+Guidelines we are trying to ban stream APIs in this type of places.



##########
modules/metrics-exporter-otlp/src/main/java/org/apache/ignite/internal/metrics/exporters/otlp/MetricProducer.java:
##########
@@ -0,0 +1,157 @@
+/*
+ * 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.ignite.internal.metrics.exporters.otlp;
+
+import static io.opentelemetry.sdk.metrics.data.AggregationTemporality.CUMULATIVE;
+import static java.util.Collections.emptyList;
+import static java.util.Collections.singleton;
+import static java.util.stream.Collectors.toUnmodifiableList;
+
+import io.opentelemetry.api.common.Attributes;
+import io.opentelemetry.sdk.common.Clock;
+import io.opentelemetry.sdk.common.InstrumentationScopeInfo;
+import io.opentelemetry.sdk.metrics.data.MetricData;
+import io.opentelemetry.sdk.metrics.export.CollectionRegistration;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableDoublePointData;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableGaugeData;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableHistogramData;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableHistogramPointData;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableLongPointData;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableMetricData;
+import io.opentelemetry.sdk.resources.Resource;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.List;
+import java.util.Map;
+import java.util.Objects;
+import java.util.UUID;
+import java.util.function.Supplier;
+import org.apache.ignite.internal.lang.IgniteBiTuple;
+import org.apache.ignite.internal.metrics.DistributionMetric;
+import org.apache.ignite.internal.metrics.DoubleMetric;
+import org.apache.ignite.internal.metrics.IntMetric;
+import org.apache.ignite.internal.metrics.LongMetric;
+import org.apache.ignite.internal.metrics.Metric;
+import org.apache.ignite.internal.metrics.MetricProvider;
+import org.apache.ignite.internal.metrics.MetricSet;
+import org.jetbrains.annotations.Nullable;
+
+/**
+ * Metrics producer which collect metrics in OpenTelemetry format.
+ */
+class MetricProducer implements CollectionRegistration {
+    private final MetricProvider metricsProvider;
+
+    private final Supplier<UUID> clusterIdSupplier;
+
+    private final String nodeName;
+
+    MetricProducer(MetricProvider metricsProvider, Supplier<UUID> clusterIdSupplier, String nodeName) {
+        this.metricsProvider = metricsProvider;
+        this.clusterIdSupplier = clusterIdSupplier;
+        this.nodeName = nodeName;
+    }
+
+    @Override
+    public Collection<MetricData> collectAllMetrics() {
+        IgniteBiTuple<Map<String, MetricSet>, Long> snapshot = metricsProvider.metrics();
+        @Nullable Long metricCount = snapshot.getValue();
+
+        if (metricCount == null || Objects.equals(metricCount, 0L)) {
+            return emptyList();
+        }
+
+        long epochNanos = Clock.getDefault().now();
+
+        Resource resource = Resource.builder()
+                .put("service.name", clusterIdSupplier.get().toString())
+                .put("service.instance.id", nodeName)
+                .build();
+
+        Collection<MetricData> result = new ArrayList<>(Math.toIntExact(metricCount));
+
+        for (MetricSet metricSet : snapshot.getKey().values())  {
+            InstrumentationScopeInfo scope = InstrumentationScopeInfo.builder(metricSet.name())
+                    .build();
+
+            for (Metric metric : metricSet) {
+                if (metric instanceof IntMetric) {
+                    IntMetric intMetric = (IntMetric) metric;
+
+                    result.add(ImmutableMetricData.createLongGauge(

Review Comment:
   We've spent some effort to prepare the metrics infra, which is not producing significant amount of gargabe for GC. Looks like with this approach we will generate new objects on every metric push. At the same time, the list of metrics from call to call will be pretty stable. Doesn't this sdk has for example mutable APIs with prepared set of objects or anything like this?



##########
modules/metrics-exporter-otlp/build.gradle:
##########
@@ -0,0 +1,47 @@
+/*
+ * 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.
+ */
+
+apply from: "$rootDir/buildscripts/java-core.gradle"
+apply from: "$rootDir/buildscripts/publishing.gradle"
+apply from: "$rootDir/buildscripts/java-junit5.gradle"
+
+dependencies {
+    annotationProcessor project(':ignite-configuration-annotation-processor')
+    annotationProcessor libs.auto.service
+
+    implementation project(':ignite-api')
+    implementation project(':ignite-core')
+    implementation project(':ignite-configuration')
+    implementation project(':ignite-configuration-root')
+    implementation project(':ignite-network')
+    implementation project(':ignite-metrics')
+    implementation libs.jetbrains.annotations
+    implementation libs.auto.service.annotations
+    implementation libs.opentelemetry.exporter.otlp

Review Comment:
   I don't want to be annoying :), just want to clarify: we have a pretty strict policy about external deps, does this solution passed appropriate discussions?



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Re: [PR] IGNITE-17443 Implement OpenTelemetry metric exporter. [ignite-3]

Posted by "nva (via GitHub)" <gi...@apache.org>.
nva merged PR #4531:
URL: https://github.com/apache/ignite-3/pull/4531


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Re: [PR] IGNITE-17443 Implement OpenTelemetry metric exporter. [ignite-3]

Posted by "nva (via GitHub)" <gi...@apache.org>.
nva commented on code in PR #4531:
URL: https://github.com/apache/ignite-3/pull/4531#discussion_r1842058604


##########
modules/metrics-exporter-otlp/src/main/java/org/apache/ignite/internal/metrics/exporters/otlp/MetricProducer.java:
##########
@@ -0,0 +1,157 @@
+/*
+ * 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.ignite.internal.metrics.exporters.otlp;
+
+import static io.opentelemetry.sdk.metrics.data.AggregationTemporality.CUMULATIVE;
+import static java.util.Collections.emptyList;
+import static java.util.Collections.singleton;
+import static java.util.stream.Collectors.toUnmodifiableList;
+
+import io.opentelemetry.api.common.Attributes;
+import io.opentelemetry.sdk.common.Clock;
+import io.opentelemetry.sdk.common.InstrumentationScopeInfo;
+import io.opentelemetry.sdk.metrics.data.MetricData;
+import io.opentelemetry.sdk.metrics.export.CollectionRegistration;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableDoublePointData;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableGaugeData;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableHistogramData;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableHistogramPointData;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableLongPointData;
+import io.opentelemetry.sdk.metrics.internal.data.ImmutableMetricData;
+import io.opentelemetry.sdk.resources.Resource;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.List;
+import java.util.Map;
+import java.util.Objects;
+import java.util.UUID;
+import java.util.function.Supplier;
+import org.apache.ignite.internal.lang.IgniteBiTuple;
+import org.apache.ignite.internal.metrics.DistributionMetric;
+import org.apache.ignite.internal.metrics.DoubleMetric;
+import org.apache.ignite.internal.metrics.IntMetric;
+import org.apache.ignite.internal.metrics.LongMetric;
+import org.apache.ignite.internal.metrics.Metric;
+import org.apache.ignite.internal.metrics.MetricProvider;
+import org.apache.ignite.internal.metrics.MetricSet;
+import org.jetbrains.annotations.Nullable;
+
+/**
+ * Metrics producer which collect metrics in OpenTelemetry format.
+ */
+class MetricProducer implements CollectionRegistration {
+    private final MetricProvider metricsProvider;
+
+    private final Supplier<UUID> clusterIdSupplier;
+
+    private final String nodeName;
+
+    MetricProducer(MetricProvider metricsProvider, Supplier<UUID> clusterIdSupplier, String nodeName) {
+        this.metricsProvider = metricsProvider;
+        this.clusterIdSupplier = clusterIdSupplier;
+        this.nodeName = nodeName;
+    }
+
+    @Override
+    public Collection<MetricData> collectAllMetrics() {
+        IgniteBiTuple<Map<String, MetricSet>, Long> snapshot = metricsProvider.metrics();
+        @Nullable Long metricCount = snapshot.getValue();
+
+        if (metricCount == null || Objects.equals(metricCount, 0L)) {
+            return emptyList();
+        }
+
+        long epochNanos = Clock.getDefault().now();
+
+        Resource resource = Resource.builder()
+                .put("service.name", clusterIdSupplier.get().toString())
+                .put("service.instance.id", nodeName)
+                .build();
+
+        Collection<MetricData> result = new ArrayList<>(Math.toIntExact(metricCount));
+
+        for (MetricSet metricSet : snapshot.getKey().values())  {
+            InstrumentationScopeInfo scope = InstrumentationScopeInfo.builder(metricSet.name())
+                    .build();
+
+            for (Metric metric : metricSet) {
+                if (metric instanceof IntMetric) {
+                    IntMetric intMetric = (IntMetric) metric;
+
+                    result.add(ImmutableMetricData.createLongGauge(

Review Comment:
   Added prepared set of wrappers under the real metrics.



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