Provide agent-side meter api (#4816)

apm-application-toolkit/apm-toolkit-meter/pom.xml

@@ -0,0 +1,31 @@
+<!--
+  ~ 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.
+  ~
+  -->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>apm-application-toolkit</artifactId>
+        <groupId>org.apache.skywalking</groupId>
+        <version>8.1.0-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+
+    <artifactId>apm-toolkit-meter</artifactId>
+    <packaging>jar</packaging>
+
+    <url>http://maven.apache.org</url>
+</project>

apm-application-toolkit/apm-toolkit-meter/src/main/java/org/apache/skywalking/apm/toolkit/meter/BaseBuilder.java

@@ -0,0 +1,33 @@
+/*
+ * 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.skywalking.apm.toolkit.meter;
+
+public interface BaseBuilder<Builder extends BaseBuilder, Meter extends BaseMeter> {
+
+    /**
+     * append new tags to this meter
+     */
+    Builder tag(String name, String value);
+
+    /**
+     * Build a new meter object
+     */
+    Meter build();
+
+}

apm-application-toolkit/apm-toolkit-meter/src/main/java/org/apache/skywalking/apm/toolkit/meter/BaseMeter.java

@@ -0,0 +1,38 @@
+/*
+ * 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.skywalking.apm.toolkit.meter;
+
+public interface BaseMeter {
+
+    /**
+     * Get meter name
+     */
+    String getName();
+
+    /**
+     * Get tag value
+     */
+    String getTag(String tagKey);
+
+    /**
+     * Get meter Id
+     */
+    MeterId getMeterId();
+
+}

apm-application-toolkit/apm-toolkit-meter/src/main/java/org/apache/skywalking/apm/toolkit/meter/Counter.java

@@ -0,0 +1,51 @@
+/*
+ * 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.skywalking.apm.toolkit.meter;
+
+/**
+ * A counter is a cumulative metric that represents a single monotonically increasing counter whose value can only increase or be reset to zero on restart.
+ */
+public interface Counter extends BaseMeter {
+
+    void increment(double count);
+
+    double get();
+
+    /**
+     * Counter mode
+     */
+    enum Mode {
+        /**
+         * Increase single value, report the real value
+         */
+        INCREMENT,
+
+        /**
+         * Rate with previous value when report
+         */
+        RATE
+    }
+
+    interface Builder extends BaseBuilder<Builder, Counter> {
+        /**
+         * Setting counter mode
+         */
+        Builder mode(Mode mode);
+    }
+}

apm-application-toolkit/apm-toolkit-meter/src/main/java/org/apache/skywalking/apm/toolkit/meter/Gauge.java

@@ -0,0 +1,34 @@
+/*
+ * 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.skywalking.apm.toolkit.meter;
+
+/**
+ * A gauge is a metric that represents a single numerical value that can arbitrarily go up and down.
+ */
+public interface Gauge extends BaseMeter {
+
+    /**
+     * Get count
+     */
+    double get();
+
+    interface Builder extends BaseBuilder<Builder, Gauge> {
+    }
+
+}

apm-application-toolkit/apm-toolkit-meter/src/main/java/org/apache/skywalking/apm/toolkit/meter/Histogram.java

@@ -0,0 +1,69 @@
+/*
+ * 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.skywalking.apm.toolkit.meter;
+
+import java.util.List;
+
+/**
+ * Similar to a histogram, a summary sample observations (usual things like request durations and response sizes).
+ * While it also provides a total count of observations and a sum of all observed values, it calculates configurable quartiles over a sliding time window.
+ * The histogram provides detailed data in each data group.
+ */
+public interface Histogram extends BaseMeter {
+
+    /**
+     * Add value into the histogram, automatic analyze what bucket count need to be increment
+     * [step1, step2)
+     */
+    void addValue(double value);
+
+    /**
+     * Get all buckets
+     */
+    Bucket[] getBuckets();
+
+    interface Builder extends BaseBuilder<Builder, Histogram> {
+
+        /**
+         * Setting bucket steps
+         */
+        Builder steps(List<Double> steps);
+
+        /**
+         * Setting min value, default is zero
+         */
+        Builder minValue(double minValue);
+    }
+
+    /**
+     * Histogram bucket
+     */
+    interface Bucket {
+
+        /**
+         * Get bucket key
+         */
+        double getBucket();
+
+        /**
+         * Get bucket count
+         */
+        long getCount();
+    }
+}

apm-application-toolkit/apm-toolkit-meter/src/main/java/org/apache/skywalking/apm/toolkit/meter/MeterFactory.java

@@ -0,0 +1,71 @@
+/*
+ * 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.skywalking.apm.toolkit.meter;
+
+import org.apache.skywalking.apm.toolkit.meter.impl.CounterImpl;
+import org.apache.skywalking.apm.toolkit.meter.impl.GaugeImpl;
+import org.apache.skywalking.apm.toolkit.meter.impl.HistogramImpl;
+
+import java.util.function.Supplier;
+
+public class MeterFactory {
+
+    /**
+     * Create a counter builder by name
+     */
+    public static Counter.Builder counter(String name) {
+        return new CounterImpl.Builder(name);
+    }
+
+    /**
+     * Create a counter builder by meter id
+     */
+    public static Counter.Builder counter(MeterId meterId) {
+        return new CounterImpl.Builder(meterId);
+    }
+
+    /**
+     * Create a gauge builder by name and getter
+     */
+    public static Gauge.Builder gauge(String name, Supplier<Double> getter) {
+        return new GaugeImpl.Builder(name, getter);
+    }
+
+    /**
+     * Create a gauge builder by meter id and getter
+     */
+    public static Gauge.Builder gauge(MeterId meterId, Supplier<Double> getter) {
+        return new GaugeImpl.Builder(meterId, getter);
+    }
+
+    /**
+     * Create a histogram builder by name
+     */
+    public static Histogram.Builder histogram(String name) {
+        return new HistogramImpl.Builder(name);
+    }
+
+    /**
+     * Create a histogram builder by meterId
+     */
+    public static Histogram.Builder histogram(MeterId meterId) {
+        return new HistogramImpl.Builder(meterId);
+    }
+
+}

apm-application-toolkit/apm-toolkit-meter/src/main/java/org/apache/skywalking/apm/toolkit/meter/MeterId.java

@@ -0,0 +1,128 @@
+/*
+ * 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.skywalking.apm.toolkit.meter;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Objects;
+
+/**
+ * Meter identity
+ */
+public class MeterId {
+
+    protected final String name;
+    protected final MeterType type;
+    protected final List<Tag> tags = new ArrayList<>();
+
+    public MeterId(String name, MeterType type) {
+        this.name = name;
+        this.type = type;
+    }
+
+    public MeterId(String name, MeterType type, List<Tag> tags) {
+        this.name = name;
+        this.type = type;
+        this.tags.addAll(tags);
+    }
+
+    public String getName() {
+        return name;
+    }
+
+    public MeterType getType() {
+        return type;
+    }
+
+    public List<Tag> getTags() {
+        return tags;
+    }
+
+    /**
+     * Simple copy to a new meter id, change the name and type
+     */
+    public MeterId copyTo(String name, MeterType type) {
+        return new MeterId(name, type, tags);
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (this == o) return true;
+        if (o == null || getClass() != o.getClass()) return false;
+        MeterId meterId = (MeterId) o;
+        return Objects.equals(name, meterId.name) &&
+            type == meterId.type &&
+            Objects.equals(tags, meterId.tags);
+    }
+
+    @Override
+    public int hashCode() {
+        return Objects.hash(name, type, tags);
+    }
+
+    /**
+     * The meter type
+     */
+    public static enum MeterType {
+        COUNTER,
+        GAUGE,
+        HISTOGRAM
+    }
+
+    /**
+     * Using name/value pair as the tag, also it will {@link Comparable} when we sort all of tags
+     */
+    public static class Tag implements Comparable<Tag> {
+        private String name;
+        private String value;
+
+        public Tag(String name, String value) {
+            this.name = name;
+            this.value = value;
+        }
+
+        public String getName() {
+            return name;
+        }
+
+        public String getValue() {
+            return value;
+        }
+
+        @Override
+        public boolean equals(Object o) {
+            if (this == o) return true;
+            if (o == null || getClass() != o.getClass()) return false;
+            Tag tag = (Tag) o;
+            return Objects.equals(name, tag.name) &&
+                Objects.equals(value, tag.value);
+        }
+
+        @Override
+        public int hashCode() {
+            return Objects.hash(name, value);
+        }
+
+        @Override
+        public int compareTo(Tag o) {
+            return this.name.compareTo(o.name);
+        }
+    }
+
+}

apm-application-toolkit/apm-toolkit-meter/src/main/java/org/apache/skywalking/apm/toolkit/meter/impl/AbstractBuilder.java

@@ -0,0 +1,98 @@
+/*
+ * 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.skywalking.apm.toolkit.meter.impl;
+
+import org.apache.skywalking.apm.toolkit.meter.BaseBuilder;
+import org.apache.skywalking.apm.toolkit.meter.BaseMeter;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+
+import java.util.Objects;
+
+/**
+ * Help to build the meter
+ */
+public abstract class AbstractBuilder<BUILDER extends BaseBuilder, BASE extends BaseMeter, IMPL extends AbstractMeter> implements BaseBuilder<BUILDER, BASE> {
+    protected final MeterId meterId;
+
+    /**
+     * Build a new meter build, meter name is required
+     */
+    public AbstractBuilder(String name) {
+        if (name == null) {
+            throw new IllegalArgumentException("Meter name cannot be null");
+        }
+        this.meterId = new MeterId(name, getType());
+    }
+
+    /**
+     * Build a new meter build from exists meter id
+     */
+    public AbstractBuilder(MeterId meterId) {
+        if (meterId == null) {
+            throw new IllegalArgumentException("Meter id cannot be null");
+        }
+        if (!Objects.equals(meterId.getType(), getType())) {
+            throw new IllegalArgumentException("Meter id type is not matches");
+        }
+        this.meterId = meterId;
+    }
+
+    /**
+     * append new tag to this meter
+     */
+    public BUILDER tag(String name, String value) {
+        meterId.getTags().add(new MeterId.Tag(name, value));
+        return (BUILDER) this;
+    }
+
+    /**
+     * Create a meter
+     */
+    protected abstract BASE create(MeterId meterId);
+
+    /**
+     * Accept the new meter when register, could use it to judge histogram buckets is correct.
+     * It's working on the same meter id only.
+     * @throws IllegalArgumentException if cannot be accept, throws information
+     */
+    protected void accept(IMPL meter) throws IllegalArgumentException {
+    }
+
+    /**
+     * Get supported build meter type
+     */
+    protected abstract MeterId.MeterType getType();
+
+    /**
+     * Get current meter id
+     */
+    public MeterId getMeterId() {
+        return meterId;
+    }
+
+    /**
+     * Build a new meter object
+     */
+    public BASE build() {
+        // sort the tags
+        this.meterId.getTags().sort(MeterId.Tag::compareTo);
+        // create or get the meter
+        return MeterCenter.getOrCreateMeter(this);
+    }
+}

apm-application-toolkit/apm-toolkit-meter/src/main/java/org/apache/skywalking/apm/toolkit/meter/impl/AbstractMeter.java

@@ -0,0 +1,72 @@
+/*
+ * 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.skywalking.apm.toolkit.meter.impl;
+
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+
+import java.util.Objects;
+
+/**
+ * Base meter implementation bean
+ */
+public abstract class AbstractMeter {
+
+    protected final MeterId meterId;
+
+    public AbstractMeter(MeterId meterId) {
+        this.meterId = meterId;
+    }
+
+    /**
+     * Get meter name
+     */
+    public String getName() {
+        return meterId.getName();
+    }
+
+    /**
+     * Get tag value
+     */
+    public String getTag(String tagKey) {
+        for (MeterId.Tag tag : meterId.getTags()) {
+            if (tag.getName().equals(tagKey)) {
+                return tag.getValue();
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (this == o) return true;
+        if (o == null || getClass() != o.getClass()) return false;
+        AbstractMeter abstractMeter = (AbstractMeter) o;
+        return Objects.equals(meterId, abstractMeter.meterId);
+    }
+
+    public MeterId getMeterId() {
+        return meterId;
+    }
+
+    @Override
+    public int hashCode() {
+        return Objects.hash(meterId);
+    }
+
+}

apm-application-toolkit/apm-toolkit-meter/src/main/java/org/apache/skywalking/apm/toolkit/meter/impl/CounterImpl.java

@@ -0,0 +1,117 @@
+/*
+ * 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.skywalking.apm.toolkit.meter.impl;
+
+import org.apache.skywalking.apm.toolkit.meter.Counter;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+
+import java.util.Objects;
+import java.util.concurrent.atomic.AtomicReference;
+import java.util.concurrent.atomic.DoubleAdder;
+
+/**
+ * Using {@link DoubleAdder} to add count
+ */
+public class CounterImpl extends AbstractMeter implements Counter {
+
+    protected final DoubleAdder count;
+    protected final Mode mode;
+
+    private final AtomicReference<Double> previous = new AtomicReference();
+
+    protected CounterImpl(MeterId meterId, Mode mode) {
+        super(meterId);
+        this.count = new DoubleAdder();
+        this.mode = mode;
+    }
+
+    /**
+     * Increment count
+     */
+    public void increment(double count) {
+        this.count.add(count);
+    }
+
+    /**
+     * Get count value
+     */
+    public double get() {
+        return this.count.doubleValue();
+    }
+
+    /**
+     * Using at the Skywalking agent get, make is support {@link Mode#RATE}
+     */
+    public double agentGet() {
+        final double currentValue = get();
+        double count;
+        if (Objects.equals(Mode.RATE, this.mode)) {
+            final Double previousValue = previous.getAndSet(currentValue);
+
+            // calculate the add count
+            if (previousValue == null) {
+                count = currentValue;
+            } else {
+                count = currentValue - previousValue;
+            }
+        } else {
+            count = currentValue;
+        }
+
+        return count;
+    }
+
+    public static class Builder extends AbstractBuilder<Counter.Builder, Counter, CounterImpl> implements Counter.Builder {
+        private Counter.Mode mode = Counter.Mode.INCREMENT;
+
+        public Builder(String name) {
+            super(name);
+        }
+
+        public Builder(MeterId meterId) {
+            super(meterId);
+        }
+
+        /**
+         * Setting counter mode
+         */
+        public Builder mode(Counter.Mode mode) {
+            this.mode = mode;
+            return this;
+        }
+
+        @Override
+        protected void accept(CounterImpl meter) throws IllegalArgumentException {
+            // Rate mode must be same
+            if (!Objects.equals(meter.mode, this.mode)) {
+                throw new IllegalArgumentException("Mode is not same");
+            }
+        }
+
+        @Override
+        protected Counter create(MeterId meterId) {
+            return new CounterImpl(meterId, mode);
+        }
+
+        @Override
+        protected MeterId.MeterType getType() {
+            return MeterId.MeterType.COUNTER;
+        }
+    }
+}

apm-application-toolkit/apm-toolkit-meter/src/main/java/org/apache/skywalking/apm/toolkit/meter/impl/GaugeImpl.java

@@ -0,0 +1,79 @@
+/*
+ * 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.skywalking.apm.toolkit.meter.impl;
+
+import org.apache.skywalking.apm.toolkit.meter.Gauge;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+
+import java.util.function.Supplier;
+
+/**
+ * Using {@link Supplier} as the value.
+ */
+public class GaugeImpl extends AbstractMeter implements Gauge {
+
+    protected Supplier<Double> getter;
+
+    public GaugeImpl(MeterId meterId, Supplier<Double> getter) {
+        super(meterId);
+        this.getter = getter;
+    }
+
+    /**
+     * Get count
+     */
+    public double get() {
+        return getter.get();
+    }
+
+    public static class Builder extends AbstractBuilder<Gauge.Builder, Gauge, GaugeImpl> implements Gauge.Builder {
+        private final Supplier<Double> getter;
+
+        public Builder(String name, Supplier<Double> getter) {
+            super(name);
+            this.getter = getter;
+        }
+
+        public Builder(MeterId meterId, Supplier<Double> getter) {
+            super(meterId);
+            this.getter = getter;
+        }
+
+        @Override
+        public void accept(GaugeImpl meter) {
+            if (this.getter != meter.getter) {
+                throw new IllegalArgumentException("Getter is not same");
+            }
+        }
+
+        @Override
+        public GaugeImpl create(MeterId meterId) {
+            if (getter == null) {
+                throw new IllegalArgumentException("getter cannot be null");
+            }
+            return new GaugeImpl(meterId, getter);
+        }
+
+        @Override
+        public MeterId.MeterType getType() {
+            return MeterId.MeterType.GAUGE;
+        }
+    }
+
+}

apm-application-toolkit/apm-toolkit-meter/src/main/java/org/apache/skywalking/apm/toolkit/meter/impl/HistogramImpl.java

@@ -0,0 +1,209 @@
+/*
+ * 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.skywalking.apm.toolkit.meter.impl;
+
+import org.apache.skywalking.apm.toolkit.meter.Histogram;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Objects;
+import java.util.concurrent.atomic.AtomicLong;
+import java.util.stream.Collectors;
+
+/**
+ * Custom bucket as the steps.
+ */
+public class HistogramImpl extends AbstractMeter implements Histogram {
+
+    protected final Bucket[] buckets;
+    protected final List<Double> steps;
+
+    public static HistogramImpl.Builder create(String name) {
+        return new Builder(name);
+    }
+
+    protected HistogramImpl(MeterId meterId, List<Double> steps) {
+        super(meterId);
+        this.steps = steps;
+        this.buckets = initBuckets(steps);
+    }
+
+    /**
+     * Add value into the histogram, automatic analyze what bucket count need to be increment
+     * [step1, step2)
+     */
+    public void addValue(double value) {
+        Bucket bucket = findBucket(value);
+        if (bucket == null) {
+            return;
+        }
+
+        bucket.increment(1L);
+    }
+
+    /**
+     * Getting all buckets
+     */
+    public Bucket[] getBuckets() {
+        return buckets;
+    }
+
+    /**
+     * Using binary search the bucket
+     */
+    private Bucket findBucket(double value) {
+        int low = 0;
+        int high = buckets.length - 1;
+
+        while (low <= high) {
+            int mid = (low + high) / 2;
+            if (buckets[mid].bucket < value)
+                low = mid + 1;
+            else if (buckets[mid].bucket > value)
+                high = mid - 1;
+            else
+                return buckets[mid];
+        }
+
+        // because using min value as bucket, need using previous bucket
+        low -= 1;
+
+        return low < buckets.length && low >= 0 ? buckets[low] : null;
+    }
+
+    private Bucket[] initBuckets(List<Double> buckets) {
+        final Bucket[] list = new Bucket[buckets.size()];
+        for (int i = 0; i < buckets.size(); i++) {
+            list[i] = new Bucket(buckets.get(i));
+        }
+        return list;
+    }
+
+    /**
+     * Histogram builder
+     */
+    public static class Builder extends AbstractBuilder<Histogram.Builder, Histogram, HistogramImpl> implements Histogram.Builder {
+        private double minValue = 0;
+        private List<Double> steps;
+
+        public Builder(String name) {
+            super(name);
+        }
+
+        public Builder(MeterId meterId) {
+            super(meterId);
+        }
+
+        /**
+         * Setting bucket steps
+         */
+        public Builder steps(List<Double> steps) {
+            this.steps = new ArrayList<>(steps);
+            return this;
+        }
+
+        /**
+         * Setting min value, default is zero
+         */
+        public Builder minValue(double minValue) {
+            this.minValue = minValue;
+            return this;
+        }
+
+        @Override
+        public void accept(HistogramImpl meter) {
+            if (this.steps.get(0) != minValue) {
+                this.steps.add(0, minValue);
+            }
+            if (meter.buckets.length != this.steps.size()) {
+                throw new IllegalArgumentException("Steps are not has the same size");
+            }
+            List<Double> meterSteps = new ArrayList<>(meter.buckets.length);
+            for (Bucket bucket : meter.buckets) {
+                meterSteps.add(bucket.bucket);
+            }
+            if (!Objects.equals(meterSteps, this.steps)) {
+                throw new IllegalArgumentException("Steps are not the same");
+            }
+        }
+
+        @Override
+        public HistogramImpl create(MeterId meterId) {
+            if (steps == null || steps.isEmpty()) {
+                throw new IllegalArgumentException("Missing steps setting");
+            }
+
+            // sort and distinct the steps
+            steps = steps.stream().distinct().sorted().collect(Collectors.toList());
+
+            // verify steps with except min value
+            if (steps.get(0) < minValue) {
+                throw new IllegalArgumentException("First step must bigger than min value");
+            } else if (steps.get(0) != minValue) {
+                // add the min value to the steps
+                steps.add(0, minValue);
+            }
+
+            return new HistogramImpl(meterId, steps);
+        }
+
+        @Override
+        public MeterId.MeterType getType() {
+            return MeterId.MeterType.HISTOGRAM;
+        }
+    }
+
+    /**
+     * Histogram bucket
+     */
+    private static class Bucket implements Histogram.Bucket {
+        protected double bucket;
+        protected AtomicLong count = new AtomicLong();
+
+        public Bucket(double bucket) {
+            this.bucket = bucket;
+        }
+
+        public void increment(long count) {
+            this.count.addAndGet(count);
+        }
+
+        public double getBucket() {
+            return bucket;
+        }
+
+        public long getCount() {
+            return count.get();
+        }
+
+        @Override
+        public boolean equals(Object o) {
+            if (this == o) return true;
+            if (o == null || getClass() != o.getClass()) return false;
+            Bucket bucket1 = (Bucket) o;
+            return bucket == bucket1.bucket;
+        }
+
+        @Override
+        public int hashCode() {
+            return Objects.hash(bucket);
+        }
+    }
+}

apm-application-toolkit/apm-toolkit-meter/src/main/java/org/apache/skywalking/apm/toolkit/meter/impl/MeterCenter.java

@@ -0,0 +1,65 @@
+/*
+ * 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.skywalking.apm.toolkit.meter.impl;
+
+import org.apache.skywalking.apm.toolkit.meter.BaseBuilder;
+import org.apache.skywalking.apm.toolkit.meter.BaseMeter;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
+
+/**
+ * Management all the meter.
+ */
+public class MeterCenter {
+
+    private static final Map<MeterId, BaseMeter> METER_MAP = new ConcurrentHashMap<>();
+
+    /**
+     * Get or create a new meter
+     * @return If already exists, it will return existed meter, otherwise it will register it.
+     */
+    public static <BUILDER extends BaseBuilder, BASE extends BaseMeter, IMPL extends AbstractMeter> BASE getOrCreateMeter(AbstractBuilder<BUILDER, BASE, IMPL> builder) {
+        if (builder == null) {
+            return null;
+        }
+        return (BASE) METER_MAP.compute(builder.getMeterId(), (meterId, previous) -> {
+            if (previous == null) {
+                return builder.create(meterId);
+            }
+
+            // Check previous meter is accept the new meter
+            builder.accept((IMPL) previous);
+
+            return previous;
+        });
+    }
+
+    /**
+     * Remove meter
+     * @return Meter reference if exists
+     */
+    public static BaseMeter removeMeter(MeterId id) {
+        if (id == null) {
+            return null;
+        }
+        return METER_MAP.remove(id);
+    }
+}

apm-application-toolkit/apm-toolkit-meter/src/test/java/org/apache/skywalking/apm/toolkit/meter/AbstractMeterTest.java

@@ -0,0 +1,194 @@
+/*
+ * 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.skywalking.apm.toolkit.meter;
+
+import org.apache.skywalking.apm.toolkit.meter.impl.AbstractBuilder;
+import org.apache.skywalking.apm.toolkit.meter.impl.AbstractMeter;
+import org.junit.Assert;
+import org.junit.Test;
+import org.mockito.Mockito;
+import org.mockito.internal.util.reflection.Whitebox;
+
+import java.util.Arrays;
+import java.util.Collections;
+
+import static org.mockito.Matchers.any;
+import static org.mockito.Mockito.times;
+import static org.mockito.Mockito.verify;
+
+public class AbstractMeterTest {
+
+    @Test
+    public void testBuild() {
+        // simple name and tags
+        TestCounter.Builder meterBuilder1 = Mockito.spy(TestCounter.create("test_meter"));
+        meterBuilder1.tag("k1", "v1");
+        final Counter testCounter1 = meterBuilder1.build();
+        Assert.assertNotNull(testCounter1);
+
+        verify(meterBuilder1, times(1)).create(any());
+        verify(meterBuilder1, times(0)).accept(any());
+
+        final MeterId meterId = (MeterId) Whitebox.getInternalState(testCounter1, "meterId");
+        Assert.assertNotNull(meterId);
+        Assert.assertEquals(meterId.getName(), "test_meter");
+        Assert.assertEquals(meterId.getType(), MeterId.MeterType.COUNTER);
+        Assert.assertEquals(meterId.getTags(), Arrays.asList(new MeterId.Tag("k1", "v1")));
+
+        // same name and tags
+        TestCounter.Builder meterBuilder2 = Mockito.spy(TestCounter.create("test_meter"));
+        meterBuilder2.tag("k1", "v1");
+        final Counter testCounter2 = meterBuilder2.build();
+        Assert.assertNotNull(testCounter2);
+        verify(meterBuilder2, times(0)).create(any());
+        verify(meterBuilder2, times(1)).accept(any());
+
+        // empty name
+        try {
+            TestCounter.create(null).build();
+            throw new RuntimeException();
+        } catch (IllegalArgumentException e) {
+        } catch (Exception e) {
+            throw e;
+        }
+
+        // correct meter id
+        final MeterId tmpMeterId = new MeterId("test_meter_builder", MeterId.MeterType.COUNTER, Collections.emptyList());
+        new TestCounter.Builder(tmpMeterId).build();
+
+        final MeterId copiedMeterId = tmpMeterId.copyTo("test_meter_builder", MeterId.MeterType.GAUGE);
+        // not matched type
+        try {
+            new TestCounter.Builder(copiedMeterId).build();
+            throw new RuntimeException();
+        } catch (IllegalArgumentException e) {
+        } catch (Exception e) {
+            throw e;
+        }
+
+        // empty meterId
+        try {
+            MeterId emptyId = null;
+            new TestCounter.Builder(emptyId).build();
+            throw new RuntimeException();
+        } catch (IllegalArgumentException e) {
+        } catch (Exception e) {
+            throw e;
+        }
+    }
+
+    @Test
+    public void testEquals() {
+        // same name
+        Assert.assertEquals(
+            TestCounter.create("test").build(),
+            TestCounter.create("test").build()
+        );
+
+        // same name and tag
+        Assert.assertEquals(
+            TestCounter.create("test").tag("k1", "v1").build(),
+            TestCounter.create("test").tag("k1", "v1").build()
+        );
+
+        // not orders tags
+        Assert.assertEquals(
+            TestCounter.create("test").tag("k2", "v2").tag("k3", "v3").build(),
+            TestCounter.create("test").tag("k3", "v3").tag("k2", "v2").build()
+        );
+
+        // not same name
+        Assert.assertNotEquals(
+            TestCounter.create("test1").build(),
+            TestCounter.create("test2").build()
+        );
+
+        // same name, not same tag
+        Assert.assertNotEquals(
+            TestCounter.create("test3").tag("k1", "v1").build(),
+            TestCounter.create("test4").tag("k1", "v2").build()
+        );
+    }
+
+    @Test
+    public void testGetName() {
+        final Counter meter = TestCounter.create("test").build();
+        Assert.assertEquals(meter.getName(), "test");
+    }
+
+    @Test
+    public void testGetTag() {
+        final Counter meter = TestCounter.create("test").tag("k1", "v1").build();
+        Assert.assertEquals(meter.getTag("k1"), "v1");
+        Assert.assertNull(meter.getTag("k2"));
+    }
+
+    @Test
+    public void testGetMeterId() {
+        final Counter meter = TestCounter.create("test").tag("k1", "v1").build();
+        final MeterId tmpMeterId = new MeterId("test", MeterId.MeterType.COUNTER,
+            Arrays.asList(new MeterId.Tag("k1", "v1")));
+        final TestCounter counter = (TestCounter) meter;
+        Assert.assertEquals(tmpMeterId, counter.getMeterId());
+    }
+
+    private static class TestCounter extends AbstractMeter implements Counter {
+        private TestCounter(MeterId meterId) {
+            super(meterId);
+        }
+
+        public static TestCounter.Builder create(String name) {
+            return new Builder(name);
+        }
+
+        @Override
+        public void increment(double count) {
+        }
+
+        @Override
+        public double get() {
+            return 0;
+        }
+
+        public static class Builder extends AbstractBuilder<Builder, Counter, TestCounter> {
+
+            public Builder(String name) {
+                super(name);
+            }
+
+            public Builder(MeterId meterId) {
+                super(meterId);
+            }
+
+            @Override
+            public TestCounter create(MeterId meterId) {
+                return new TestCounter(meterId);
+            }
+
+            @Override
+            protected void accept(TestCounter meter) throws IllegalArgumentException {
+            }
+
+            @Override
+            public MeterId.MeterType getType() {
+                return MeterId.MeterType.COUNTER;
+            }
+        }
+    }
+}

apm-application-toolkit/apm-toolkit-meter/src/test/java/org/apache/skywalking/apm/toolkit/meter/CounterTest.java

@@ -0,0 +1,117 @@
+/*
+ * 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.skywalking.apm.toolkit.meter;
+
+import org.apache.skywalking.apm.toolkit.meter.impl.CounterImpl;
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.util.Arrays;
+
+public class CounterTest {
+
+    @Test
+    public void testBuild() {
+        Counter counter1 = MeterFactory.counter("test_counter").tag("k1", "v1").build();
+        Assert.assertNotNull(counter1);
+
+        final Counter counter2 = MeterFactory.counter(new MeterId("test_counter", MeterId.MeterType.COUNTER, Arrays.asList(new MeterId.Tag("k1", "v1")))).build();
+        Assert.assertNotNull(counter2);
+        Assert.assertEquals(counter1, counter2);
+    }
+
+    @Test
+    public void testIncrement() {
+        Counter counter = MeterFactory.counter("test_counter1").tag("k1", "v1").build();
+        counter.increment(1);
+        Assert.assertEquals(counter.get(), 1d, 0.0);
+
+        counter.increment(1.5);
+        Assert.assertEquals(counter.get(), 2.5d, 0.0);
+
+        counter.increment(-1d);
+        Assert.assertEquals(counter.get(), 1.5d, 0.0);
+    }
+
+    @Test
+    public void testAccept() {
+        Counter counter = MeterFactory.counter("test_counter_accept")
+            .tag("k1", "v1")
+            .mode(Counter.Mode.INCREMENT)
+            .build();
+
+        // Check the same mode
+        try {
+            MeterFactory.counter("test_counter_accept")
+                .tag("k1", "v1")
+                .mode(Counter.Mode.INCREMENT)
+                .build();
+        } catch (IllegalArgumentException e) {
+            throw e;
+        } catch (Exception e) {
+        }
+
+        // Check the different mode
+        try {
+            MeterFactory.counter("test_counter_accept")
+                .tag("k1", "v1")
+                .mode(Counter.Mode.RATE)
+                .build();
+            throw new IllegalStateException();
+        } catch (IllegalStateException e) {
+            throw e;
+        } catch (Exception e) {
+        }
+    }
+
+    @Test
+    public void testAgentGetWithoutRate() {
+        final Counter counter = MeterFactory.counter("test_counter_without_rate")
+            .tag("k1", "v1")
+            .build();
+
+        final CounterImpl counterImpl = (CounterImpl) counter;
+        counter.increment(1);
+        Assert.assertEquals(counterImpl.agentGet(), 1d, 0.0);
+        Assert.assertEquals(counterImpl.agentGet(), 1d, 0.0);
+
+        counter.increment(1.5);
+        counter.increment(-0.5);
+        Assert.assertEquals(counterImpl.agentGet(), 2d, 0.0);
+        Assert.assertEquals(counterImpl.agentGet(), 2d, 0.0);
+    }
+
+    @Test
+    public void testAgentGetWithRate() {
+        final Counter counter = MeterFactory.counter("test_counter_with_rate")
+            .tag("k1", "v1")
+            .mode(Counter.Mode.RATE).build();
+
+        final CounterImpl counterImpl = (CounterImpl) counter;
+        counter.increment(1);
+        Assert.assertEquals(counterImpl.agentGet(), 1d, 0.0);
+        Assert.assertEquals(counterImpl.agentGet(), 0d, 0.0);
+
+        counter.increment(1.5);
+        counter.increment(-0.5);
+        Assert.assertEquals(counterImpl.agentGet(), 1d, 0.0);
+        Assert.assertEquals(counterImpl.agentGet(), 0d, 0.0);
+    }
+
+}

apm-application-toolkit/apm-toolkit-meter/src/test/java/org/apache/skywalking/apm/toolkit/meter/GaugeTest.java

@@ -0,0 +1,72 @@
+/*
+ * 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.skywalking.apm.toolkit.meter;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.util.Collections;
+
+public class GaugeTest {
+
+    @Test
+    public void testBuild() {
+        Gauge gauge = MeterFactory.gauge("test_gauge1", () -> 1d).tag("k1", "v1").build();
+        Assert.assertNotNull(gauge);
+
+        // Same meter name and new getter
+        try {
+            MeterFactory.gauge("test_gauge1", () -> 1d).tag("k1", "v1").build();
+            throw new IllegalStateException();
+        } catch (IllegalStateException e) {
+            throw e;
+        } catch (Exception e) {
+        }
+
+        // Missing getter reference
+        try {
+            MeterFactory.gauge("test_gauge2", null).build();
+            throw new IllegalStateException();
+        } catch (IllegalStateException e) {
+            throw e;
+        } catch (Exception e) {
+        }
+
+        // Build by meterId
+        final Gauge gauge1 = MeterFactory.gauge(new MeterId("test_gauge3", MeterId.MeterType.GAUGE, Collections.emptyList()), () -> 1d).build();
+        Assert.assertNotNull(gauge1);
+    }
+
+    @Test
+    public void testGet() {
+        Gauge gauge = MeterFactory.gauge("test_gauge3", () -> 1d).tag("k1", "v1").build();
+        Assert.assertEquals(gauge.get(), 1d, 0.0);
+
+        // Need throw exception
+        gauge = MeterFactory.gauge("test_gauge4", () -> Double.valueOf(1 / 0)).build();
+        try {
+            gauge.get();
+            throw new IllegalStateException();
+        } catch (IllegalStateException e) {
+            throw e;
+        } catch (Exception e) {
+        }
+    }
+
+}

apm-application-toolkit/apm-toolkit-meter/src/test/java/org/apache/skywalking/apm/toolkit/meter/HistogramTest.java

@@ -0,0 +1,131 @@
+/*
+ * 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.skywalking.apm.toolkit.meter;
+
+import org.apache.skywalking.apm.toolkit.meter.impl.HistogramImpl;
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.util.Arrays;
+import java.util.Collections;
+
+public class HistogramTest {
+
+    @Test
+    public void testBuild() {
+        // normal
+        Histogram histogram = MeterFactory.histogram("test_histogram1").steps(Arrays.asList(1d, 5d, 10d)).minValue(-10)
+            .tag("k1", "v1").build();
+        verifyHistogram(histogram, -10d, 0, 1d, 0, 5d, 0, 10d, 0);
+
+        // except value bigger than first bucket
+        try {
+            histogram = HistogramImpl.create("test_histogram2").steps(Arrays.asList(1d, 5d, 10d)).minValue(2).build();
+            throw new IllegalStateException("valid failed");
+        } catch (IllegalStateException e) {
+            throw e;
+        } catch (Exception e) {
+            Assert.assertTrue(e instanceof IllegalArgumentException);
+        }
+
+        // except min value is equals first step
+        histogram = HistogramImpl.create("test_histogram3").steps(Arrays.asList(1d, 5d, 10d)).minValue(1d)
+            .tag("k1", "v1").build();
+        verifyHistogram(histogram, 1d, 0, 5d, 0, 10d, 0);
+
+        // empty step
+        try {
+            HistogramImpl.create("test").build();
+            throw new IllegalStateException();
+        } catch (IllegalStateException e) {
+            throw e;
+        } catch (Exception e) {
+            Assert.assertTrue(e instanceof IllegalArgumentException);
+        }
+
+        // Build by meterId
+        histogram = MeterFactory.histogram(new MeterId("test_histogram4", MeterId.MeterType.HISTOGRAM, Collections.emptyList()))
+            .steps(Arrays.asList(1d, 5d, 10d)).minValue(0d).build();
+        Assert.assertNotNull(histogram);
+    }
+
+    @Test
+    public void testAccept() {
+        MeterFactory.histogram("test_histogram_accept").steps(Arrays.asList(1d, 3d, 5d)).minValue(0).build();
+
+        // same histogram
+        HistogramImpl.create("test_histogram_accept").steps(Arrays.asList(1d, 3d, 5d)).minValue(0).build();
+
+        // not same steps size
+        try {
+            HistogramImpl.create("test_histogram_accept").steps(Arrays.asList(1d, 3d, 5d, 7d)).minValue(-1).build();
+        } catch (IllegalArgumentException e) {
+        } catch (Exception e) {
+            throw e;
+        }
+
+        // not same steps value
+        try {
+            HistogramImpl.create("test_histogram_accept").steps(Arrays.asList(1d, 3d, 6d)).minValue(-1).build();
+        } catch (IllegalArgumentException e) {
+        } catch (Exception e) {
+            throw e;
+        }
+    }
+
+    @Test
+    public void testAddValue() {
+        Histogram histogram = MeterFactory.histogram("test_histogram5").steps(Arrays.asList(1d, 5d, 10d)).minValue(-10)
+            .tag("k1", "v1").build();
+
+        // single value
+        histogram.addValue(2);
+        verifyHistogram(histogram, -10d, 0L, 1d, 1L, 5d, 0L, 10d, 0L);
+
+        // multiple values
+        histogram.addValue(2);
+        histogram.addValue(2);
+        histogram.addValue(9);
+        verifyHistogram(histogram, -10d, 0L, 1d, 3L, 5d, 1L, 10d, 0L);
+
+        // un-support value
+        histogram.addValue(-11);
+        verifyHistogram(histogram, -10d, 0L, 1d, 3L, 5d, 1L, 10d, 0L);
+
+        // max value
+        histogram.addValue(Integer.MAX_VALUE);
+        histogram.addValue(9);
+        histogram.addValue(10);
+        verifyHistogram(histogram, -10d, 0L, 1d, 3L, 5d, 2L, 10d, 2L);
+    }
+
+    /**
+     * Verify histogram bucket counts
+     */
+    public static void verifyHistogram(Histogram histogram, double... buckets) {
+        Assert.assertNotNull(histogram);
+        final Histogram.Bucket[] histogramBuckets = histogram.getBuckets();
+        Assert.assertEquals(histogramBuckets.length, buckets.length / 2);
+        for (int i = 0; i < histogramBuckets.length; i++) {
+            Assert.assertNotNull(buckets[i]);
+            Assert.assertEquals(buckets[i * 2], histogramBuckets[i].getBucket(), 0.0);
+            Assert.assertEquals(buckets[i * 2 + 1], histogramBuckets[i].getCount(), 0.0);
+        }
+    }
+}

apm-application-toolkit/apm-toolkit-meter/src/test/java/org/apache/skywalking/apm/toolkit/meter/MeterCenterTest.java

@@ -0,0 +1,76 @@
+/*
+ * 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.skywalking.apm.toolkit.meter;
+
+import org.apache.skywalking.apm.toolkit.meter.impl.AbstractMeter;
+import org.apache.skywalking.apm.toolkit.meter.impl.MeterCenter;
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+import org.powermock.reflect.Whitebox;
+
+import java.util.Collections;
+import java.util.Map;
+
+public class MeterCenterTest {
+
+    private Map<MeterId, AbstractMeter> meterMap;
+
+    @Before
+    public void setup() {
+        meterMap = Whitebox.getInternalState(MeterCenter.class, "METER_MAP");
+        meterMap.clear();
+    }
+
+    @Test
+    public void testCreateOrGet() {
+        // null
+        Assert.assertNull(MeterCenter.getOrCreateMeter(null));
+
+        // simple counter
+        final Counter counter = MeterFactory.counter("test").build();
+        final MeterId counterMeterId = Whitebox.getInternalState(counter, "meterId");
+        Assert.assertNotNull(counterMeterId);
+        Assert.assertNotNull(meterMap.get(counterMeterId));
+        Assert.assertEquals(meterMap.get(counterMeterId), counter);
+
+        // same counter
+        Assert.assertEquals(counter, MeterFactory.counter("test").build());
+        Assert.assertEquals(meterMap.size(), 1);
+        Assert.assertNotNull(meterMap.get(counterMeterId));
+        Assert.assertEquals(meterMap.get(counterMeterId), counter);
+    }
+
+    @Test
+    public void testRemoveMeter() {
+        final Counter counter = MeterFactory.counter("test").build();
+        Assert.assertEquals(meterMap.size(), 1);
+        final MeterId counterMeterId = Whitebox.getInternalState(counter, "meterId");
+        MeterCenter.removeMeter(counterMeterId);
+        Assert.assertEquals(meterMap.size(), 0);
+
+        // not registered meter id
+        final MeterId newMeterId = new MeterId("test1", MeterId.MeterType.COUNTER, Collections.emptyList());
+        MeterCenter.removeMeter(newMeterId);
+        Assert.assertEquals(meterMap.size(), 0);
+
+        // remove null
+        MeterCenter.removeMeter(null);
+    }
+}

apm-application-toolkit/apm-toolkit-meter/src/test/java/org/apache/skywalking/apm/toolkit/meter/MeterIdTest.java

@@ -0,0 +1,37 @@
+/*
+ * 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.skywalking.apm.toolkit.meter;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.util.Arrays;
+
+public class MeterIdTest {
+
+    @Test
+    public void testCopyTo() {
+        final MeterId meterId = new MeterId("test", MeterId.MeterType.COUNTER, Arrays.asList(new MeterId.Tag("k1", "v1")));
+        final MeterId copied = meterId.copyTo("test_copied", MeterId.MeterType.GAUGE);
+
+        Assert.assertEquals("test_copied", copied.getName());
+        Assert.assertEquals(MeterId.MeterType.GAUGE, copied.getType());
+        Assert.assertEquals(meterId.getTags(), copied.getTags());
+    }
+}

apm-application-toolkit/apm-toolkit-micrometer-registry/pom.xml

@@ -0,0 +1,48 @@
+<!--
+  ~ 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.
+  ~
+  -->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>apm-application-toolkit</artifactId>
+        <groupId>org.apache.skywalking</groupId>
+        <version>8.1.0-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+
+    <artifactId>apm-toolkit-micrometer-registry</artifactId>
+    <packaging>jar</packaging>
+
+    <url>http://maven.apache.org</url>
+
+    <properties>
+        <micrometer-core.version>1.5.0</micrometer-core.version>
+    </properties>
+
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.skywalking</groupId>
+            <artifactId>apm-toolkit-meter</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>io.micrometer</groupId>
+            <artifactId>micrometer-core</artifactId>
+            <version>${micrometer-core.version}</version>
+        </dependency>
+    </dependencies>
+</project>

apm-application-toolkit/apm-toolkit-micrometer-registry/src/main/java/org/apache/skywalking/apm/meter/micrometer/MeterBuilder.java

@@ -0,0 +1,103 @@
+/*
+ * 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.skywalking.apm.meter.micrometer;
+
+import io.micrometer.core.instrument.Meter;
+import io.micrometer.core.instrument.distribution.DistributionStatisticConfig;
+import io.micrometer.core.instrument.util.TimeUtils;
+import org.apache.skywalking.apm.toolkit.meter.Counter;
+import org.apache.skywalking.apm.toolkit.meter.Histogram;
+import org.apache.skywalking.apm.toolkit.meter.MeterFactory;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+
+import java.util.List;
+import java.util.NavigableSet;
+import java.util.Optional;
+import java.util.concurrent.TimeUnit;
+import java.util.stream.Collectors;
+
+/**
+ * Help to build the meter
+ */
+public class MeterBuilder {
+
+    /**
+     * Build the counter
+     */
+    public static Counter buildCounter(MeterId meterId, SkywalkingConfig config) {
+        return MeterFactory.counter(meterId)
+            .mode(getCounterMode(meterId, config))
+            .build();
+    }
+
+    /**
+     * Get counter mode
+     */
+    public static Counter.Mode getCounterMode(MeterId meterId, SkywalkingConfig config) {
+        return config.isRateCounter(meterId.getName()) ? Counter.Mode.RATE : Counter.Mode.INCREMENT;
+    }
+
+    /**
+     * Build the histogram
+     * @return return histogram if support
+     */
+    public static Optional<Histogram> buildHistogram(MeterId meterId, boolean supportsAggregablePercentiles,
+                                                     DistributionStatisticConfig distributionStatisticConfig,
+                                                     boolean useNanoTime) {
+        if (!distributionStatisticConfig.isPublishingHistogram()) {
+            return Optional.empty();
+        }
+
+        final NavigableSet<Double> buckets = distributionStatisticConfig.getHistogramBuckets(supportsAggregablePercentiles);
+        final List<Double> steps = buckets.stream().sorted(Double::compare)
+            .map(t -> useNanoTime ? TimeUtils.nanosToUnit(t, TimeUnit.MILLISECONDS) : t).collect(Collectors.toList());
+
+        final Histogram.Builder histogramBuilder = MeterFactory.histogram(
+            meterId.copyTo(meterId.getName() + "_histogram", MeterId.MeterType.HISTOGRAM)).steps(steps);
+        final Double minimumExpectedValueAsDouble = distributionStatisticConfig.getMinimumExpectedValueAsDouble();
+        if (minimumExpectedValueAsDouble != null) {
+            histogramBuilder.minValue(useNanoTime ?
+                TimeUtils.nanosToUnit(minimumExpectedValueAsDouble, TimeUnit.MILLISECONDS) : minimumExpectedValueAsDouble);
+        }
+        return Optional.of(histogramBuilder.build());
+    }
+
+    /**
+     * Convert micrometer {@link Meter.Id} to skywalking {@link MeterId}
+     */
+    public static MeterId convertId(Meter.Id id, String name) {
+        MeterId.MeterType type;
+        switch (id.getType()) {
+            case COUNTER:
+                type = MeterId.MeterType.COUNTER;
+                break;
+            case GAUGE:
+                type = MeterId.MeterType.GAUGE;
+                break;
+            default:
+                // other meter need to use multiple customize meter
+                type = MeterId.MeterType.HISTOGRAM;
+                break;
+        }
+        final List<MeterId.Tag> tags = id.getTags().stream().map(t -> new MeterId.Tag(t.getKey(), t.getValue())).collect(Collectors.toList());
+        final MeterId meterId = new MeterId(name, type, tags);
+        return meterId;
+    }
+
+}

apm-application-toolkit/apm-toolkit-micrometer-registry/src/main/java/org/apache/skywalking/apm/meter/micrometer/SkywalkingConfig.java

@@ -0,0 +1,58 @@
+/*
+ * 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.skywalking.apm.meter.micrometer;
+
+import io.micrometer.core.instrument.config.MeterRegistryConfig;
+
+import java.util.Collections;
+import java.util.List;
+
+/**
+ * Skywalking config
+ */
+public class SkywalkingConfig implements MeterRegistryConfig {
+
+    public static final SkywalkingConfig DEFAULT = new SkywalkingConfig(Collections.emptyList());
+
+    /**
+     * Supporting rate by agent side counter names
+     */
+    private final List<String> rateCounterNames;
+
+    public SkywalkingConfig(List<String> rateCounterNames) {
+        this.rateCounterNames = rateCounterNames;
+    }
+
+    /**
+     * Is counter need rate by agent side
+     */
+    public boolean isRateCounter(String name) {
+        return rateCounterNames == null ? false : rateCounterNames.contains(name);
+    }
+
+    @Override
+    public String prefix() {
+        return "";
+    }
+
+    @Override
+    public String get(String key) {
+        return null;
+    }
+}

apm-application-toolkit/apm-toolkit-micrometer-registry/src/main/java/org/apache/skywalking/apm/meter/micrometer/SkywalkingCounter.java

@@ -0,0 +1,46 @@
+/*
+ * 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.skywalking.apm.meter.micrometer;
+
+import io.micrometer.core.instrument.AbstractMeter;
+import org.apache.skywalking.apm.toolkit.meter.Counter;
+import org.apache.skywalking.apm.toolkit.meter.impl.CounterImpl;
+
+/**
+ * Wrapper the {@link CounterImpl} to {@link io.micrometer.core.instrument.Counter}
+ */
+public class SkywalkingCounter extends AbstractMeter implements io.micrometer.core.instrument.Counter {
+    private final Counter counter;
+
+    SkywalkingCounter(Id id, Counter counter) {
+        super(id);
+        this.counter = counter;
+    }
+
+    @Override
+    public void increment(double amount) {
+        this.counter.increment(amount);
+    }
+
+    @Override
+    public double count() {
+        return counter.get();
+    }
+
+}

apm-application-toolkit/apm-toolkit-micrometer-registry/src/main/java/org/apache/skywalking/apm/meter/micrometer/SkywalkingCustomCounter.java

@@ -0,0 +1,67 @@
+/*
+ * 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.skywalking.apm.meter.micrometer;
+
+import io.micrometer.core.instrument.Measurement;
+import org.apache.skywalking.apm.toolkit.meter.Counter;
+import org.apache.skywalking.apm.toolkit.meter.impl.AbstractBuilder;
+import org.apache.skywalking.apm.toolkit.meter.impl.CounterImpl;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+
+/**
+ * Work for custom {@link Measurement}, support the skywalking rate mode
+ */
+public class SkywalkingCustomCounter extends CounterImpl {
+
+    private final Measurement measurement;
+
+    protected SkywalkingCustomCounter(MeterId meterId, Measurement measurement, SkywalkingConfig config) {
+        super(meterId, MeterBuilder.getCounterMode(meterId, config));
+        this.measurement = measurement;
+    }
+
+    @Override
+    public double get() {
+        return measurement.getValue();
+    }
+
+    /**
+     * Custom counter builder
+     */
+    public static class Builder extends AbstractBuilder<Builder, Counter, SkywalkingCustomCounter> {
+        private final Measurement measurement;
+        private final SkywalkingConfig config;
+
+        public Builder(MeterId meterId, Measurement measurement, SkywalkingConfig config) {
+            super(meterId);
+            this.measurement = measurement;
+            this.config = config;
+        }
+
+        @Override
+        protected SkywalkingCustomCounter create(MeterId meterId) {
+            return new SkywalkingCustomCounter(meterId, measurement, config);
+        }
+
+        @Override
+        protected MeterId.MeterType getType() {
+            return MeterId.MeterType.COUNTER;
+        }
+    }
+}

apm-application-toolkit/apm-toolkit-micrometer-registry/src/main/java/org/apache/skywalking/apm/meter/micrometer/SkywalkingDistributionSummary.java

@@ -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.skywalking.apm.meter.micrometer;
+
+import io.micrometer.core.instrument.AbstractDistributionSummary;
+import io.micrometer.core.instrument.Clock;
+import io.micrometer.core.instrument.distribution.DistributionStatisticConfig;
+import org.apache.skywalking.apm.toolkit.meter.Counter;
+import org.apache.skywalking.apm.toolkit.meter.Gauge;
+import org.apache.skywalking.apm.toolkit.meter.Histogram;
+import org.apache.skywalking.apm.toolkit.meter.MeterFactory;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+
+import java.util.Optional;
+import java.util.concurrent.atomic.DoubleAccumulator;
+
+/**
+ * Combine the meters to {@link io.micrometer.core.instrument.DistributionSummary}
+ */
+public class SkywalkingDistributionSummary extends AbstractDistributionSummary {
+
+    /**
+     * Summary record count
+     */
+    private final Counter counter;
+
+    /**
+     * Total summary count
+     */
+    private final Counter sum;
+
+    /**
+     * Max amount in this summary
+     */
+    private final Gauge max;
+    private final DoubleAccumulator maxAdder;
+
+    /**
+     * Histogram of summary
+     */
+    private final Optional<Histogram> histogram;
+
+    protected SkywalkingDistributionSummary(Id id, MeterId meterId, SkywalkingConfig config, Clock clock,
+                                            DistributionStatisticConfig distributionStatisticConfig, double scale,
+                                            boolean supportsAggregablePercentiles) {
+        super(id, clock, distributionStatisticConfig, scale, supportsAggregablePercentiles);
+
+        // meter base name
+        String baseName = meterId.getName();
+
+        this.counter = MeterBuilder.buildCounter(meterId.copyTo(baseName + "_count", MeterId.MeterType.COUNTER), config);
+        this.sum = MeterBuilder.buildCounter(meterId.copyTo(baseName + "_sum", MeterId.MeterType.COUNTER), config);
+        this.maxAdder = new DoubleAccumulator((a, b) -> a > b ? a : b, 0.000);
+        this.max = MeterFactory.gauge(meterId.copyTo(baseName + "_max", MeterId.MeterType.GAUGE),
+            () -> maxAdder.doubleValue()).build();
+
+        this.histogram = MeterBuilder.buildHistogram(meterId, supportsAggregablePercentiles, distributionStatisticConfig, false);
+    }
+
+    @Override
+    protected void recordNonNegative(double amount) {
+        counter.increment(1d);
+        this.sum.increment(amount);
+        maxAdder.accumulate(amount);
+
+        histogram.ifPresent(h -> h.addValue(amount));
+    }
+
+    @Override
+    public long count() {
+        return (long) counter.get();
+    }
+
+    @Override
+    public double totalAmount() {
+        return sum.get();
+    }
+
+    @Override
+    public double max() {
+        return max.get();
+    }
+}

apm-application-toolkit/apm-toolkit-micrometer-registry/src/main/java/org/apache/skywalking/apm/meter/micrometer/SkywalkingLongTaskTimer.java

@@ -0,0 +1,46 @@
+/*
+ * 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.skywalking.apm.meter.micrometer;
+
+import io.micrometer.core.instrument.Clock;
+import io.micrometer.core.instrument.distribution.DistributionStatisticConfig;
+import io.micrometer.core.instrument.internal.DefaultLongTaskTimer;
+import org.apache.skywalking.apm.toolkit.meter.MeterFactory;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+
+import java.util.concurrent.TimeUnit;
+
+/**
+ * Combine the meters to {@link io.micrometer.core.instrument.LongTaskTimer}
+ */
+public class SkywalkingLongTaskTimer extends DefaultLongTaskTimer {
+
+    public SkywalkingLongTaskTimer(Id id, MeterId meterId, Clock clock, TimeUnit baseTimeUnit, DistributionStatisticConfig distributionStatisticConfig, boolean supportsAggregablePercentiles) {
+        super(id, clock, baseTimeUnit, distributionStatisticConfig, supportsAggregablePercentiles);
+        final String baseName = meterId.getName();
+
+        MeterFactory.gauge(
+            meterId.copyTo(baseName + "_active_count", MeterId.MeterType.GAUGE), () -> (double) activeTasks()).build();
+        MeterFactory.gauge(
+            meterId.copyTo(baseName + "_duration_sum", MeterId.MeterType.GAUGE), () -> duration(TimeUnit.MILLISECONDS)).build();
+        MeterFactory.gauge(
+            meterId.copyTo(baseName + "_max", MeterId.MeterType.GAUGE), () -> max(TimeUnit.MILLISECONDS)).build();
+    }
+
+}

apm-application-toolkit/apm-toolkit-micrometer-registry/src/main/java/org/apache/skywalking/apm/meter/micrometer/SkywalkingMeterRegistry.java

@@ -0,0 +1,187 @@
+/*
+ * 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.skywalking.apm.meter.micrometer;
+
+import io.micrometer.core.instrument.Clock;
+import io.micrometer.core.instrument.DistributionSummary;
+import io.micrometer.core.instrument.FunctionCounter;
+import io.micrometer.core.instrument.FunctionTimer;
+import io.micrometer.core.instrument.LongTaskTimer;
+import io.micrometer.core.instrument.Measurement;
+import io.micrometer.core.instrument.Meter;
+import io.micrometer.core.instrument.MeterRegistry;
+import io.micrometer.core.instrument.Statistic;
+import io.micrometer.core.instrument.Timer;
+import io.micrometer.core.instrument.config.NamingConvention;
+import io.micrometer.core.instrument.cumulative.CumulativeFunctionCounter;
+import io.micrometer.core.instrument.cumulative.CumulativeFunctionTimer;
+import io.micrometer.core.instrument.distribution.DistributionStatisticConfig;
+import io.micrometer.core.instrument.distribution.pause.PauseDetector;
+import io.micrometer.core.instrument.internal.DefaultGauge;
+import io.micrometer.core.instrument.internal.DefaultMeter;
+import org.apache.skywalking.apm.toolkit.meter.MeterFactory;
+import org.apache.skywalking.apm.toolkit.meter.impl.MeterCenter;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+
+import java.util.concurrent.TimeUnit;
+import java.util.function.ToDoubleFunction;
+import java.util.function.ToLongFunction;
+
+/**
+ * Skywalking adapt the micrometer registry.
+ */
+public class SkywalkingMeterRegistry extends MeterRegistry {
+
+    private final SkywalkingConfig config;
+
+    public SkywalkingMeterRegistry() {
+        this(SkywalkingConfig.DEFAULT, Clock.SYSTEM);
+    }
+
+    public SkywalkingMeterRegistry(SkywalkingConfig config) {
+        this(config, Clock.SYSTEM);
+    }
+
+    public SkywalkingMeterRegistry(Clock clock) {
+        this(SkywalkingConfig.DEFAULT, clock);
+    }
+
+    public SkywalkingMeterRegistry(SkywalkingConfig config, Clock clock) {
+        super(clock);
+        this.config = config;
+        config().namingConvention(NamingConvention.snakeCase);
+        config().onMeterRemoved(this::onMeterRemoved);
+    }
+
+    @Override
+    protected <T> io.micrometer.core.instrument.Gauge newGauge(Meter.Id id, T obj, ToDoubleFunction<T> valueFunction) {
+        final MeterId meterId = convertId(id);
+        MeterFactory.gauge(meterId, () -> valueFunction.applyAsDouble(obj)).build();
+        return new DefaultGauge<>(id, obj, valueFunction);
+    }
+
+    @Override
+    protected io.micrometer.core.instrument.Counter newCounter(Meter.Id id) {
+        final MeterId meterId = convertId(id);
+        return new SkywalkingCounter(id, MeterBuilder.buildCounter(meterId, config));
+    }
+
+    @Override
+    protected LongTaskTimer newLongTaskTimer(Meter.Id id, DistributionStatisticConfig distributionStatisticConfig) {
+        final MeterId meterId = convertId(id);
+        return new SkywalkingLongTaskTimer(id, meterId, clock, TimeUnit.MILLISECONDS, distributionStatisticConfig, true);
+    }
+
+    @Override
+    protected Timer newTimer(Meter.Id id, DistributionStatisticConfig distributionStatisticConfig, PauseDetector pauseDetector) {
+        final MeterId meterId = convertId(id);
+        return new SkywalkingTimer(id, meterId, config, clock, distributionStatisticConfig, pauseDetector, TimeUnit.MILLISECONDS, true);
+    }
+
+    @Override
+    protected DistributionSummary newDistributionSummary(Meter.Id id, DistributionStatisticConfig distributionStatisticConfig, double scale) {
+        final MeterId meterId = convertId(id);
+        return new SkywalkingDistributionSummary(id, meterId, config, clock, distributionStatisticConfig, scale, true);
+    }
+
+    @Override
+    protected Meter newMeter(Meter.Id id, Meter.Type type, Iterable<Measurement> measurements) {
+        final MeterId meterId = convertId(id);
+        final String baseName = meterId.getName();
+
+        measurements.forEach(m -> {
+            String meterName = baseName;
+            boolean isCounter = false;
+            switch (m.getStatistic()) {
+                case TOTAL:
+                case TOTAL_TIME:
+                    meterName = baseName + "_sum";
+                    isCounter = true;
+                    break;
+                case COUNT:
+                    isCounter = true;
+                    break;
+                case MAX:
+                    meterName = baseName + "_max";
+                    break;
+                case ACTIVE_TASKS:
+                    meterName = baseName + "_active_count";
+                    break;
+                case DURATION:
+                    meterName = baseName + "_duration_sum";
+                    break;
+            }
+
+            if (isCounter) {
+                new SkywalkingCustomCounter.Builder(meterId.copyTo(meterName, MeterId.MeterType.COUNTER), m, config).build();
+            } else {
+                MeterFactory.gauge(meterId.copyTo(meterName, MeterId.MeterType.GAUGE), () -> m.getValue()).build();
+            }
+        });
+
+        return new DefaultMeter(id, type, measurements);
+    }
+
+    @Override
+    protected <T> FunctionTimer newFunctionTimer(Meter.Id id, T obj, ToLongFunction<T> countFunction, ToDoubleFunction<T> totalTimeFunction, TimeUnit totalTimeFunctionUnit) {
+        final MeterId meterId = convertId(id);
+        FunctionTimer ft = new CumulativeFunctionTimer<>(id, obj, countFunction, totalTimeFunction, totalTimeFunctionUnit, getBaseTimeUnit());
+        final String baseName = meterId.getName();
+
+        MeterFactory.gauge(
+            meterId.copyTo(baseName + "_count", MeterId.MeterType.GAUGE), () -> ft.count()).build();
+        MeterFactory.gauge(
+            meterId.copyTo(baseName + "_sum", MeterId.MeterType.GAUGE), () -> ft.totalTime(TimeUnit.MILLISECONDS)).build();
+        return ft;
+    }
+
+    @Override
+    protected <T> FunctionCounter newFunctionCounter(Meter.Id id, T obj, ToDoubleFunction<T> countFunction) {
+        final MeterId meterId = convertId(id);
+        FunctionCounter fc = new CumulativeFunctionCounter<>(id, obj, countFunction);
+
+        new SkywalkingCustomCounter.Builder(meterId, new Measurement(() -> countFunction.applyAsDouble(obj), Statistic.COUNT), config).build();
+        return fc;
+    }
+
+    @Override
+    protected TimeUnit getBaseTimeUnit() {
+        return TimeUnit.MILLISECONDS;
+    }
+
+    @Override
+    protected DistributionStatisticConfig defaultHistogramConfig() {
+        return DistributionStatisticConfig.DEFAULT;
+    }
+
+    /**
+     * Notify on the meter has been removed
+     */
+    private void onMeterRemoved(Meter meter) {
+        final MeterId meterId = convertId(meter.getId());
+        MeterCenter.removeMeter(meterId);
+    }
+
+    /**
+     * Convert the micrometer meter id to skywalking meter id
+     */
+    private MeterId convertId(Meter.Id id) {
+        return MeterBuilder.convertId(id, getConventionName(id));
+    }
+}

apm-application-toolkit/apm-toolkit-micrometer-registry/src/main/java/org/apache/skywalking/apm/meter/micrometer/SkywalkingTimer.java

@@ -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.skywalking.apm.meter.micrometer;
+
+import io.micrometer.core.instrument.AbstractTimer;
+import io.micrometer.core.instrument.Clock;
+import io.micrometer.core.instrument.distribution.DistributionStatisticConfig;
+import io.micrometer.core.instrument.distribution.pause.PauseDetector;
+import org.apache.skywalking.apm.toolkit.meter.Counter;
+import org.apache.skywalking.apm.toolkit.meter.Gauge;
+import org.apache.skywalking.apm.toolkit.meter.Histogram;
+import org.apache.skywalking.apm.toolkit.meter.MeterFactory;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+
+import java.util.Optional;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.DoubleAccumulator;
+
+public class SkywalkingTimer extends AbstractTimer {
+
+    /**
+     * Execute finished count
+     */
+    private final Counter counter;
+
+    /**
+     * Total execute finished duration
+     */
+    private final Counter sum;
+
+    /**
+     * Max duration of execute finished time
+     */
+    private final Gauge max;
+    private final DoubleAccumulator maxAdder;
+
+    /**
+     * Histogram of execute finished duration
+     */
+    private final Optional<Histogram> histogram;
+
+    protected SkywalkingTimer(Id id, MeterId meterId, SkywalkingConfig config, Clock clock,
+                              DistributionStatisticConfig distributionStatisticConfig, PauseDetector pauseDetector,
+                              TimeUnit baseTimeUnit, boolean supportsAggregablePercentiles) {
+        super(id, clock, distributionStatisticConfig, pauseDetector, baseTimeUnit, supportsAggregablePercentiles);
+
+        // meter base name
+        String baseName = meterId.getName();
+
+        this.counter = MeterBuilder.buildCounter(meterId.copyTo(baseName + "_count", MeterId.MeterType.COUNTER), config);
+        this.sum = MeterBuilder.buildCounter(meterId.copyTo(baseName + "_sum", MeterId.MeterType.COUNTER), config);
+        this.maxAdder = new DoubleAccumulator((a, b) -> a > b ? a : b, 0.000);
+        this.max = MeterFactory.gauge(meterId.copyTo(baseName + "_max", MeterId.MeterType.GAUGE),
+            () -> maxAdder.doubleValue()).build();
+
+        this.histogram = MeterBuilder.buildHistogram(meterId, supportsAggregablePercentiles, distributionStatisticConfig, true);
+    }
+
+    @Override
+    protected void recordNonNegative(long amount, TimeUnit unit) {
+        counter.increment(1d);
+        final long amountToMillisecond = TimeUnit.MILLISECONDS.convert(amount, unit);
+        sum.increment(amountToMillisecond);
+        maxAdder.accumulate(amountToMillisecond);
+
+        histogram.ifPresent(h -> h.addValue(amountToMillisecond));
+    }
+
+    @Override
+    public long count() {
+        return (long) counter.get();
+    }
+
+    @Override
+    public double totalTime(TimeUnit unit) {
+        return unit.convert((long) sum.get(), TimeUnit.MILLISECONDS);
+    }
+
+    @Override
+    public double max(TimeUnit unit) {
+        return unit.convert((long) max.get(), TimeUnit.MILLISECONDS);
+    }
+}

apm-application-toolkit/apm-toolkit-micrometer-registry/src/test/java/org/apache/skywalking/apm/meter/micrometer/MeterBuilderTest.java

@@ -0,0 +1,92 @@
+/*
+ * 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.skywalking.apm.meter.micrometer;
+
+import io.micrometer.core.instrument.Meter;
+import io.micrometer.core.instrument.Tags;
+import io.micrometer.core.instrument.distribution.DistributionStatisticConfig;
+import org.apache.skywalking.apm.toolkit.meter.Histogram;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.time.Duration;
+import java.util.Arrays;
+import java.util.List;
+import java.util.Optional;
+
+public class MeterBuilderTest {
+
+    @Test
+    public void testBuildHistogram() {
+        final MeterId meterId = new MeterId("test", MeterId.MeterType.COUNTER,
+            Arrays.asList(new MeterId.Tag("k1", "v1")));
+
+        // Build a new distribution config
+        final DistributionStatisticConfig statisticConfig = DistributionStatisticConfig.builder()
+            .serviceLevelObjectives(Duration.ofMillis(1).toNanos(), Duration.ofMillis(5).toNanos(), Duration.ofMillis(10).toNanos())
+            .minimumExpectedValue(0d).build();
+
+        // Check buckets
+        final Optional<Histogram> histogramOptional = MeterBuilder.buildHistogram(meterId, true, statisticConfig, true);
+        final Histogram histogram = histogramOptional.orElse(null);
+        Assert.assertNotNull(histogram);
+        final Histogram.Bucket[] buckets = histogram.getBuckets();
+        Assert.assertEquals(4, buckets.length);
+        Assert.assertEquals(0d, buckets[0].getBucket(), 0.0);
+        Assert.assertEquals(1d, buckets[1].getBucket(), 0.0);
+        Assert.assertEquals(5d, buckets[2].getBucket(), 0.0);
+        Assert.assertEquals(10d, buckets[3].getBucket(), 0.0);
+
+        // Check meter id
+        Assert.assertEquals("test_histogram", histogram.getMeterId().getName());
+        Assert.assertEquals(MeterId.MeterType.HISTOGRAM, histogram.getMeterId().getType());
+        Assert.assertEquals(Arrays.asList(new MeterId.Tag("k1", "v1")), histogram.getMeterId().getTags());
+
+        // Don't need the histogram
+        Assert.assertNull(MeterBuilder.buildHistogram(meterId, true, DistributionStatisticConfig.DEFAULT, true).orElse(null));
+    }
+
+    @Test
+    public void testConvertId() {
+        final List<MeterId.Tag> meterTags = Arrays.asList(new MeterId.Tag("k1", "v1"));
+
+        // Counter type check
+        final Meter.Id counterId = new Meter.Id("test", Tags.of("k1", "v1"), null, "test", Meter.Type.COUNTER);
+        assertId(MeterBuilder.convertId(counterId, "test"), "test", MeterId.MeterType.COUNTER, meterTags);
+
+        // Gauge type check
+        final Meter.Id gaugeId = new Meter.Id("test", Tags.of("k1", "v1"), null, "test", Meter.Type.GAUGE);
+        assertId(MeterBuilder.convertId(gaugeId, "test"), "test", MeterId.MeterType.GAUGE, meterTags);
+
+        // Histogram type check
+        final Meter.Id otherId = new Meter.Id("test", Tags.of("k1", "v1"), null, "test", Meter.Type.DISTRIBUTION_SUMMARY);
+        assertId(MeterBuilder.convertId(otherId, "test"), "test", MeterId.MeterType.HISTOGRAM, meterTags);
+    }
+
+    /**
+     * Assert the meter id
+     */
+    private void assertId(MeterId meterId, String name, MeterId.MeterType type, List<MeterId.Tag> tags) {
+        Assert.assertEquals(name, meterId.getName());
+        Assert.assertEquals(type, meterId.getType());
+        Assert.assertEquals(tags, meterId.getTags());
+    }
+
+}

apm-application-toolkit/apm-toolkit-micrometer-registry/src/test/java/org/apache/skywalking/apm/meter/micrometer/SkywalkingCounterTest.java

@@ -0,0 +1,74 @@
+/*
+ * 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.skywalking.apm.meter.micrometer;
+
+import io.micrometer.core.instrument.Counter;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+import org.apache.skywalking.apm.toolkit.meter.impl.CounterImpl;
+import org.junit.Assert;
+import org.junit.Test;
+import org.powermock.reflect.Whitebox;
+
+import java.util.Arrays;
+import java.util.List;
+
+public class SkywalkingCounterTest extends SkywalkingMeterBaseTest {
+
+    @Test
+    public void testCounter() {
+        // Creating a simplify micrometer counter
+        final SkywalkingMeterRegistry registry = new SkywalkingMeterRegistry();
+        Counter counter = registry.counter("test_counter", "skywalking", "test");
+
+        // Check Skywalking counter type
+        Assert.assertTrue(counter instanceof SkywalkingCounter);
+        final SkywalkingCounter skywalkingCounter = (SkywalkingCounter) counter;
+        final org.apache.skywalking.apm.toolkit.meter.Counter realCounter =
+            Whitebox.getInternalState(skywalkingCounter, "counter");
+
+        final List<MeterId.Tag> tags = Arrays.asList(new MeterId.Tag("skywalking", "test"));
+
+        // Simplify increment
+        skywalkingCounter.increment(1d);
+        assertCounter(realCounter, "test_counter", tags, 1);
+        Assert.assertEquals(1d, skywalkingCounter.count(), 0.0);
+
+        // Multiple increment
+        skywalkingCounter.increment(2d);
+        skywalkingCounter.increment(3d);
+        assertCounter(realCounter, "test_counter", tags, 6);
+        Assert.assertEquals(6d, skywalkingCounter.count(), 0.0);
+    }
+
+    @Test
+    public void testRateCounter() {
+        final SkywalkingMeterRegistry registry = new SkywalkingMeterRegistry(new SkywalkingConfig(Arrays.asList("test_rate_counter")));
+        final Counter counter = registry.counter("test_rate_counter", "skywalking", "test");
+
+        // Check Skywalking counter type
+        Assert.assertTrue(counter instanceof SkywalkingCounter);
+        final SkywalkingCounter skywalkingCounter = (SkywalkingCounter) counter;
+        final CounterImpl realCounter =
+            Whitebox.getInternalState(skywalkingCounter, "counter");
+
+        // check mode
+        final org.apache.skywalking.apm.toolkit.meter.Counter.Mode counterMode = Whitebox.getInternalState(realCounter, "mode");
+        Assert.assertEquals(org.apache.skywalking.apm.toolkit.meter.Counter.Mode.RATE, counterMode);
+    }
+}

apm-application-toolkit/apm-toolkit-micrometer-registry/src/test/java/org/apache/skywalking/apm/meter/micrometer/SkywalkingCustomCounterTest.java

@@ -0,0 +1,43 @@
+/*
+ * 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.skywalking.apm.meter.micrometer;
+
+import io.micrometer.core.instrument.Measurement;
+import io.micrometer.core.instrument.Statistic;
+import org.apache.skywalking.apm.toolkit.meter.Counter;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+import org.junit.Test;
+
+import java.util.Arrays;
+import java.util.List;
+
+public class SkywalkingCustomCounterTest extends SkywalkingMeterBaseTest {
+
+    @Test
+    public void testBuild() {
+        // Creating a custom measurement
+        Measurement measurement = new Measurement(() -> 1d, Statistic.COUNT);
+        final List<MeterId.Tag> tags = Arrays.asList(new MeterId.Tag("skywalking", "custom_counter"));
+        final MeterId meterId = new MeterId("test_custom_conter", MeterId.MeterType.COUNTER, tags);
+        final Counter counter = new SkywalkingCustomCounter.Builder(meterId, measurement, SkywalkingConfig.DEFAULT).build();
+
+        // Check is counter meter id and value
+        assertCounter(counter, "test_custom_conter", tags, 1d);
+    }
+}

apm-application-toolkit/apm-toolkit-micrometer-registry/src/test/java/org/apache/skywalking/apm/meter/micrometer/SkywalkingDistributionSummaryTest.java

@@ -0,0 +1,88 @@
+/*
+ * 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.skywalking.apm.meter.micrometer;
+
+import io.micrometer.core.instrument.DistributionSummary;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+import org.junit.Assert;
+import org.junit.Test;
+import org.powermock.reflect.Whitebox;
+
+import java.util.Arrays;
+import java.util.List;
+
+public class SkywalkingDistributionSummaryTest extends SkywalkingMeterBaseTest {
+
+    @Test
+    public void testSimple() {
+        // Creating a simplify distribution summary
+        final SkywalkingMeterRegistry registry = new SkywalkingMeterRegistry();
+        final DistributionSummary summary = registry.summary("test_simple_distribution_summary", "skywalking", "test");
+
+        // Check Skywalking type
+        Assert.assertTrue(summary instanceof SkywalkingDistributionSummary);
+        final List<MeterId.Tag> tags = Arrays.asList(new MeterId.Tag("skywalking", "test"));
+
+        // Multiple record data
+        summary.record(10d);
+        summary.record(13d);
+        summary.record(2d);
+
+        // Check micrometer data
+        Assert.assertEquals(3, summary.count());
+        Assert.assertEquals(25d, summary.totalAmount(), 0.0);
+        Assert.assertEquals(13d, summary.max(), 0.0);
+
+        // Check Skywalking data
+        assertCounter(Whitebox.getInternalState(summary, "counter"), "test_simple_distribution_summary_count", tags, 3d);
+        assertCounter(Whitebox.getInternalState(summary, "sum"), "test_simple_distribution_summary_sum", tags, 25d);
+        assertGauge(Whitebox.getInternalState(summary, "max"), "test_simple_distribution_summary_max", tags, 13d);
+        assertHistogramNull(Whitebox.getInternalState(summary, "histogram"));
+    }
+
+    @Test
+    public void testComplex() {
+        // Creating a support histogram distribution summary
+        final SkywalkingMeterRegistry registry = new SkywalkingMeterRegistry();
+        final DistributionSummary summary = DistributionSummary.builder("test_complex_distribution_summary")
+            .tags("skywalking", "test")
+            .publishPercentiles(0.5, 0.95)
+            .serviceLevelObjectives(10, 20)
+            .minimumExpectedValue(1d)
+            .register(registry);
+
+        final List<MeterId.Tag> tags = Arrays.asList(new MeterId.Tag("skywalking", "test"));
+
+        // Multiple record data
+        summary.record(10d);
+        summary.record(13d);
+        summary.record(2d);
+
+        // Check micrometer data
+        Assert.assertEquals(3, summary.count());
+        Assert.assertEquals(25d, summary.totalAmount(), 0.0);
+        Assert.assertEquals(13d, summary.max(), 0.0);
+
+        // Check Skywalking data
+        assertCounter(Whitebox.getInternalState(summary, "counter"), "test_complex_distribution_summary_count", tags, 3d);
+        assertCounter(Whitebox.getInternalState(summary, "sum"), "test_complex_distribution_summary_sum", tags, 25d);
+        assertGauge(Whitebox.getInternalState(summary, "max"), "test_complex_distribution_summary_max", tags, 13d);
+        assertHistogram(Whitebox.getInternalState(summary, "histogram"), "test_complex_distribution_summary_histogram", tags, 1, 1, 10, 2, 20, 0);
+    }
+}

apm-application-toolkit/apm-toolkit-micrometer-registry/src/test/java/org/apache/skywalking/apm/meter/micrometer/SkywalkingLongTaskTimerTest.java

@@ -0,0 +1,89 @@
+/*
+ * 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.skywalking.apm.meter.micrometer;
+
+import io.micrometer.core.instrument.LongTaskTimer;
+import org.apache.skywalking.apm.toolkit.meter.Gauge;
+import org.apache.skywalking.apm.toolkit.meter.impl.AbstractMeter;
+import org.apache.skywalking.apm.toolkit.meter.impl.MeterCenter;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+import org.powermock.reflect.Whitebox;
+
+import java.util.Arrays;
+import java.util.Map;
+import java.util.concurrent.TimeUnit;
+
+public class SkywalkingLongTaskTimerTest extends SkywalkingMeterBaseTest {
+
+    private Map<MeterId, AbstractMeter> meterMap;
+
+    @Before
+    public void setup() {
+        // Need to clear all of the meter, long task timer has some meter not field field reference
+        meterMap = Whitebox.getInternalState(MeterCenter.class, "METER_MAP");
+        meterMap.clear();
+    }
+
+    @Test
+    public void testSimple() throws InterruptedException {
+        // Creating a simplify long task timer
+        final SkywalkingMeterRegistry registry = new SkywalkingMeterRegistry();
+        final LongTaskTimer longTaskTimer = registry.more().longTaskTimer("test_simple_long_task_timer", "skywalking", "test");
+
+        // Adding tasks
+        addLongTask(longTaskTimer, 450);
+        addLongTask(longTaskTimer, 20);
+
+        // Make sure the second task has finished
+        TimeUnit.MILLISECONDS.sleep(200);
+
+        // Check Skywalking type
+        Assert.assertTrue(longTaskTimer instanceof SkywalkingLongTaskTimer);
+        final SkywalkingLongTaskTimer timer = (SkywalkingLongTaskTimer) longTaskTimer;
+
+        // Check Original data
+        Assert.assertEquals(1, timer.activeTasks());
+        Assert.assertTrue(timer.duration(TimeUnit.MILLISECONDS) > 0);
+        Assert.assertTrue(timer.max(TimeUnit.MILLISECONDS) > 0);
+
+        // Check Skywalking data
+        assertGauge((Gauge) meterMap.values().stream().filter(m -> m.getName().endsWith("_active_count")).findFirst().orElse(null),
+            "test_simple_long_task_timer_active_count", Arrays.asList(new MeterId.Tag("skywalking", "test")), 1);
+        assertGauge((Gauge) meterMap.values().stream().filter(m -> m.getName().endsWith("_duration_sum")).findFirst().orElse(null),
+            "test_simple_long_task_timer_duration_sum", Arrays.asList(new MeterId.Tag("skywalking", "test")), 0, true);
+        assertGauge((Gauge) meterMap.values().stream().filter(m -> m.getName().endsWith("_max")).findFirst().orElse(null),
+            "test_simple_long_task_timer_max", Arrays.asList(new MeterId.Tag("skywalking", "test")), 0, true);
+    }
+
+    // Add long time task
+    private void addLongTask(LongTaskTimer longTaskTimer, int sleepMills) {
+        new Thread(() -> {
+            longTaskTimer.record(() -> {
+                try {
+                    TimeUnit.MILLISECONDS.sleep(sleepMills);
+                } catch (InterruptedException e) {
+                }
+            });
+        }).start();
+    }
+
+}

apm-application-toolkit/apm-toolkit-micrometer-registry/src/test/java/org/apache/skywalking/apm/meter/micrometer/SkywalkingMeterBaseTest.java

@@ -0,0 +1,91 @@
+/*
+ * 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.skywalking.apm.meter.micrometer;
+
+import org.apache.skywalking.apm.toolkit.meter.Counter;
+import org.apache.skywalking.apm.toolkit.meter.Gauge;
+import org.apache.skywalking.apm.toolkit.meter.Histogram;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+import org.junit.Assert;
+
+import java.util.List;
+import java.util.Optional;
+
+public class SkywalkingMeterBaseTest {
+
+    /**
+     * Check counter data
+     */
+    public void assertCounter(Counter counter, String name, List<MeterId.Tag> tags, double count) {
+        Assert.assertEquals(name, counter.getMeterId().getName());
+        Assert.assertEquals(tags, counter.getMeterId().getTags());
+        Assert.assertEquals(MeterId.MeterType.COUNTER, counter.getMeterId().getType());
+
+        Assert.assertEquals(count, counter.get(), 0.0);
+    }
+
+    /**
+     * Check gauge data, and value must be same
+     */
+    public void assertGauge(Gauge gauge, String name, List<MeterId.Tag> tags, double value) {
+        assertGauge(gauge, name, tags, value, false);
+    }
+
+    /**
+     * Check gauge data, and value could greater than provide value
+     */
+    public void assertGauge(Gauge gauge, String name, List<MeterId.Tag> tags, double value, boolean greaterThanValueMode) {
+        Assert.assertEquals(name, gauge.getMeterId().getName());
+        Assert.assertEquals(tags, gauge.getMeterId().getTags());
+        Assert.assertEquals(MeterId.MeterType.GAUGE, gauge.getMeterId().getType());
+
+        if (greaterThanValueMode) {
+            Assert.assertTrue(gauge.get() > value);
+        } else {
+            Assert.assertEquals(value, gauge.get(), 0.0);
+        }
+    }
+
+    /**
+     * Check not have histogram
+     */
+    public void assertHistogramNull(Optional<Histogram> histogramOptional) {
+        Assert.assertNull(histogramOptional.orElse(null));
+    }
+
+    /**
+     * Check histogram cannot be null and data correct
+     * @param bucketsAndCount bucket and value array
+     */
+    public void assertHistogram(Optional<Histogram> histogramOptional, String name, List<MeterId.Tag> tags, double... bucketsAndCount) {
+        final Histogram histogram = histogramOptional.orElse(null);
+        Assert.assertNotNull(histogram);
+        Assert.assertEquals(name, histogram.getMeterId().getName());
+        Assert.assertEquals(tags, histogram.getMeterId().getTags());
+        Assert.assertEquals(MeterId.MeterType.HISTOGRAM, histogram.getMeterId().getType());
+
+        final Histogram.Bucket[] buckets = histogram.getBuckets();
+        Assert.assertEquals(bucketsAndCount.length / 2, buckets.length);
+        for (int i = 0; i < buckets.length; i++) {
+            Assert.assertEquals(bucketsAndCount[i * 2], buckets[i].getBucket(), 0.0);
+            Assert.assertEquals((long) bucketsAndCount[i * 2 + 1], buckets[i].getCount());
+        }
+    }
+
+}

apm-application-toolkit/apm-toolkit-micrometer-registry/src/test/java/org/apache/skywalking/apm/meter/micrometer/SkywalkingMeterRegistryTest.java

@@ -0,0 +1,241 @@
+/*
+ * 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.skywalking.apm.meter.micrometer;
+
+import io.micrometer.core.instrument.Measurement;
+import io.micrometer.core.instrument.Meter;
+import io.micrometer.core.instrument.Statistic;
+import io.micrometer.core.instrument.Tags;
+import org.apache.skywalking.apm.toolkit.meter.BaseMeter;
+import org.apache.skywalking.apm.toolkit.meter.Counter;
+import org.apache.skywalking.apm.toolkit.meter.Gauge;
+import org.apache.skywalking.apm.toolkit.meter.impl.MeterCenter;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+import org.junit.After;
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+import org.powermock.reflect.Whitebox;
+
+import java.util.Arrays;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.TimeUnit;
+import java.util.function.Consumer;
+
+/**
+ * Only test in build-in meters
+ */
+public class SkywalkingMeterRegistryTest extends SkywalkingMeterBaseTest {
+
+    private Map<MeterId, BaseMeter> meterMap;
+
+    @Before
+    public void setup() {
+        // Make sure meters are clear
+        meterMap = Whitebox.getInternalState(MeterCenter.class, "METER_MAP");
+        meterMap.clear();
+    }
+
+    @After
+    public void cleanup() {
+        // Clear meters after finish each test case
+        meterMap.clear();
+    }
+
+    @Test
+    public void testGauge() {
+        final SkywalkingMeterRegistry registry = new SkywalkingMeterRegistry();
+        final GaugeTestBean gaugeTestBean = new GaugeTestBean(1d);
+        registry.gauge("test_counter", gaugeTestBean, GaugeTestBean::getCount);
+
+        // Check meter and count
+        Assert.assertEquals(1, meterMap.size());
+        final BaseMeter meter = meterMap.values().iterator().next();
+        Assert.assertTrue(meter instanceof Gauge);
+        final Gauge gauge = (Gauge) meter;
+
+        Assert.assertEquals(1d, gauge.get(), 0.0);
+    }
+
+    @Test
+    public void testFunctionTimer() {
+        final SkywalkingMeterRegistry registry = new SkywalkingMeterRegistry();
+        final FunctionTimerBean task = new FunctionTimerBean(1, 200);
+        registry.more().timer("test_function_timer", Tags.of("skywalking", "test"), task,
+            FunctionTimerBean::getCount, FunctionTimerBean::getTotalTime, TimeUnit.MILLISECONDS);
+        final List<MeterId.Tag> tags = Arrays.asList(new MeterId.Tag("skywalking", "test"));
+
+        // Check is has appoint meter
+        Assert.assertEquals(2, meterMap.size());
+        Gauge countGauge = null;
+        Gauge sumGauge = null;
+        for (BaseMeter meter : meterMap.values()) {
+            if (meter.getName().endsWith("count")) {
+                countGauge = (Gauge) meter;
+            } else if (meter.getName().endsWith("sum")) {
+                sumGauge = (Gauge) meter;
+            }
+        }
+
+        // Check data
+        assertGauge(countGauge, "test_function_timer_count", tags, 1);
+        assertGauge(sumGauge, "test_function_timer_sum", tags, 200);
+    }
+
+    @Test
+    public void testFunctionCounter() {
+        final SkywalkingMeterRegistry registry = new SkywalkingMeterRegistry();
+        final FunctionTimerBean task = new FunctionTimerBean(1, 200);
+        registry.more().counter("test_function_counter", Tags.of("skywalking", "test"), task,
+            FunctionTimerBean::getCount);
+        final List<MeterId.Tag> tags = Arrays.asList(new MeterId.Tag("skywalking", "test"));
+
+        // Check meter and count
+        Assert.assertEquals(1, meterMap.size());
+        Counter countGauge = (Counter) meterMap.values().iterator().next();
+
+        // Check data
+        assertCounter(countGauge, "test_function_counter", tags, 1);
+    }
+
+    @Test
+    public void testNewMeterSum() {
+        // sum
+        testNewMeter("test_meter", Meter.Type.GAUGE, Statistic.TOTAL, data -> {
+            assertCounter((Counter) data.getMeter(),
+                "test_meter_sum", data.getTags(), 1d);
+        });
+
+        // count
+        testNewMeter("test_meter", Meter.Type.COUNTER, Statistic.COUNT, data -> {
+            assertCounter((Counter) data.getMeter(),
+                "test_meter", data.getTags(), 1d);
+        });
+
+        // max
+        testNewMeter("test_meter", Meter.Type.GAUGE, Statistic.MAX, data -> {
+            assertGauge((Gauge) data.getMeter(),
+                "test_meter_max", data.getTags(), 1d);
+        });
+
+        // activeCount
+        testNewMeter("test_meter", Meter.Type.GAUGE, Statistic.ACTIVE_TASKS, data -> {
+            assertGauge((Gauge) data.getMeter(),
+                "test_meter_active_count", data.getTags(), 1d);
+        });
+
+        // durationSum
+        testNewMeter("test_meter", Meter.Type.GAUGE, Statistic.DURATION, data -> {
+            assertGauge((Gauge) data.getMeter(),
+                "test_meter_duration_sum", data.getTags(), 1d);
+        });
+
+        // others
+        testNewMeter("test_meter", Meter.Type.GAUGE, Statistic.VALUE, data -> {
+            assertGauge((Gauge) data.getMeter(),
+                "test_meter", data.getTags(), 1d);
+        });
+    }
+
+    /**
+     * Check custom measurement
+     */
+    private void testNewMeter(String meterName, Meter.Type type, Statistic statistic, Consumer<MeterData> meterChecker) {
+        final SkywalkingMeterRegistry registry = new SkywalkingMeterRegistry();
+
+        // Create measurement
+        Meter.builder(meterName, type, Arrays.asList(new Measurement(() -> 1d, statistic)))
+            .tag("skywalking", "test")
+            .register(registry);
+        final List<MeterId.Tag> tags = Arrays.asList(new MeterId.Tag("skywalking", "test"));
+        Assert.assertEquals(1, meterMap.size());
+        meterChecker.accept(new MeterData(meterMap.values().iterator().next(), tags));
+
+        // clear all data
+        cleanup();
+    }
+
+    @Test
+    public void testRemove() {
+        final SkywalkingMeterRegistry registry = new SkywalkingMeterRegistry();
+        final io.micrometer.core.instrument.Counter counter = registry.counter("test_remove_counter");
+        Assert.assertEquals(1, meterMap.size());
+
+        registry.remove(counter.getId());
+        Assert.assertEquals(0, meterMap.size());
+    }
+
+    /**
+     * Working on {@link io.micrometer.core.instrument.Gauge} check
+     */
+    private static class GaugeTestBean {
+        private final double count;
+
+        public GaugeTestBean(double count) {
+            this.count = count;
+        }
+
+        public double getCount() {
+            return count;
+        }
+    }
+
+    /**
+     * Working on {@link io.micrometer.core.instrument.FunctionTimer} check
+     */
+    private static class FunctionTimerBean {
+        private final long count;
+        private final double totalTime;
+
+        public FunctionTimerBean(long count, double totalTime) {
+            this.count = count;
+            this.totalTime = totalTime;
+        }
+
+        public long getCount() {
+            return count;
+        }
+
+        public double getTotalTime() {
+            return totalTime;
+        }
+    }
+
+    /**
+     * Working on custom {@link Measurement} check
+     */
+    private static class MeterData {
+        private final BaseMeter meter;
+        private final List<MeterId.Tag> tags;
+
+        public MeterData(BaseMeter meter, List<MeterId.Tag> tags) {
+            this.meter = meter;
+            this.tags = tags;
+        }
+
+        public BaseMeter getMeter() {
+            return meter;
+        }
+
+        public List<MeterId.Tag> getTags() {
+            return tags;
+        }
+    }
+}

apm-application-toolkit/apm-toolkit-micrometer-registry/src/test/java/org/apache/skywalking/apm/meter/micrometer/SkywalkingTimerTest.java

@@ -0,0 +1,92 @@
+/*
+ * 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.skywalking.apm.meter.micrometer;
+
+import io.micrometer.core.instrument.Timer;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+import org.junit.Assert;
+import org.junit.Test;
+import org.powermock.reflect.Whitebox;
+
+import java.time.Duration;
+import java.util.Arrays;
+import java.util.List;
+import java.util.concurrent.TimeUnit;
+
+public class SkywalkingTimerTest extends SkywalkingMeterBaseTest {
+
+    @Test
+    public void testSimpleTimer() {
+        // Creating a simplify timer
+        final SkywalkingMeterRegistry registry = new SkywalkingMeterRegistry();
+        final Timer timer = registry.timer("test_simple_timer", "skywalking", "test");
+
+        // Check Skywalking type
+        Assert.assertTrue(timer instanceof SkywalkingTimer);
+        final List<MeterId.Tag> tags = Arrays.asList(new MeterId.Tag("skywalking", "test"));
+
+        // Multiple record data
+        timer.record(10, TimeUnit.MILLISECONDS);
+        timer.record(20, TimeUnit.MILLISECONDS);
+        timer.record(3, TimeUnit.MILLISECONDS);
+
+        // Check micrometer data
+        Assert.assertEquals(3, timer.count());
+        Assert.assertEquals(33d, timer.totalTime(TimeUnit.MILLISECONDS), 0.0);
+        Assert.assertEquals(20d, timer.max(TimeUnit.MILLISECONDS), 0.0);
+
+        // Check Skywalking data
+        assertCounter(Whitebox.getInternalState(timer, "counter"), "test_simple_timer_count", tags, 3d);
+        assertCounter(Whitebox.getInternalState(timer, "sum"), "test_simple_timer_sum", tags, 33d);
+        assertGauge(Whitebox.getInternalState(timer, "max"), "test_simple_timer_max", tags, 20d);
+        assertHistogramNull(Whitebox.getInternalState(timer, "histogram"));
+    }
+
+    @Test
+    public void testBuilder() {
+        // Creating a support histogram timer
+        final SkywalkingMeterRegistry registry = new SkywalkingMeterRegistry();
+        Timer timer = Timer.builder("test_complex_timer")
+            .tag("skywalking", "test")
+            .publishPercentiles(0.5, 0.95) // median and 95th percentile
+            .serviceLevelObjectives(Duration.ofMillis(10), Duration.ofMillis(20))
+            .minimumExpectedValue(Duration.ofMillis(1))
+            .register(registry);
+
+        // Check Skywalking type
+        Assert.assertTrue(timer instanceof SkywalkingTimer);
+        final List<MeterId.Tag> tags = Arrays.asList(new MeterId.Tag("skywalking", "test"));
+
+        // Multiple record data
+        timer.record(10, TimeUnit.MILLISECONDS);
+        timer.record(22, TimeUnit.MILLISECONDS);
+        timer.record(13, TimeUnit.MILLISECONDS);
+
+        // Check micrometer data
+        Assert.assertEquals(3, timer.count());
+        Assert.assertEquals(45d, timer.totalTime(TimeUnit.MILLISECONDS), 0.0);
+        Assert.assertEquals(22d, timer.max(TimeUnit.MILLISECONDS), 0.0);
+
+        // Check Skywalking data
+        assertCounter(Whitebox.getInternalState(timer, "counter"), "test_complex_timer_count", tags, 3d);
+        assertCounter(Whitebox.getInternalState(timer, "sum"), "test_complex_timer_sum", tags, 45d);
+        assertGauge(Whitebox.getInternalState(timer, "max"), "test_complex_timer_max", tags, 22d);
+        assertHistogram(Whitebox.getInternalState(timer, "histogram"), "test_complex_timer_histogram", tags, 1, 0, 10, 2, 20, 1);
+    }
+}

apm-application-toolkit/pom.xml

@@ -36,5 +36,7 @@
         <module>apm-toolkit-logback-1.x</module>
         <module>apm-toolkit-opentracing</module>
         <module>apm-toolkit-trace</module>
+        <module>apm-toolkit-meter</module>
+        <module>apm-toolkit-micrometer-registry</module>
     </modules>
 </project>

apm-protocol/apm-network/src/main/proto

@@ -1 +1 @@
-Subproject commit 7e563891f3cfaf5c19ad086434af93aaab996719
+Subproject commit 24788cf41807048dcbe8dba0958688aaaf630d73

apm-sniffer/apm-agent-core/src/main/java/org/apache/skywalking/apm/agent/core/conf/Config.java

@@ -170,6 +170,23 @@ public class Config {
         public static int SNAPSHOT_TRANSPORT_BUFFER_SIZE = 500;
     }
 
+    public static class Meter {
+        /**
+         * If true, skywalking agent will enable sending meters. Otherwise disable meter report.
+         */
+        public static boolean ACTIVE = true;
+
+        /**
+         * Report meters interval
+         */
+        public static Integer REPORT_INTERVAL = 20;
+
+        /**
+         * Max size of the meter count, using {@link org.apache.skywalking.apm.agent.core.meter.MeterId} as identity
+         */
+        public static Integer MAX_METER_SIZE = 500;
+    }
+
     public static class Jvm {
         /**
          * The buffer size of collected JVM info.

apm-sniffer/apm-agent-core/src/main/java/org/apache/skywalking/apm/agent/core/meter/MeterId.java

@@ -0,0 +1,84 @@
+/*
+ * 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.skywalking.apm.agent.core.meter;
+
+import org.apache.skywalking.apm.network.language.agent.v3.Label;
+
+import java.util.List;
+import java.util.Objects;
+import java.util.stream.Collectors;
+
+/**
+ * Identity the meter, including name, type and tags.
+ */
+public class MeterId {
+
+    private final String name;
+    private final MeterType type;
+    private final List<MeterTag> tags;
+
+    // cache the gRPC label message
+    private List<Label> labels;
+
+    public MeterId(String name, MeterType type, List<MeterTag> tags) {
+        this.name = name;
+        this.type = type;
+        this.tags = tags;
+    }
+
+    public String getName() {
+        return name;
+    }
+
+    public List<MeterTag> getTags() {
+        return tags;
+    }
+
+    public MeterType getType() {
+        return type;
+    }
+
+    /**
+     * transform tags to label message
+     */
+    public List<Label> transformTags() {
+        if (labels != null) {
+            return labels;
+        }
+
+        return labels = tags.stream()
+            .map(t -> Label.newBuilder().setName(t.getKey()).setValue(t.getValue()).build())
+            .collect(Collectors.toList());
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (this == o) return true;
+        if (o == null || getClass() != o.getClass()) return false;
+        MeterId meterId = (MeterId) o;
+        return Objects.equals(name, meterId.name) &&
+            type == meterId.type &&
+            Objects.equals(tags, meterId.tags);
+    }
+
+    @Override
+    public int hashCode() {
+        return Objects.hash(name, type, tags);
+    }
+}

apm-sniffer/apm-agent-core/src/main/java/org/apache/skywalking/apm/agent/core/meter/MeterService.java

@@ -0,0 +1,190 @@
+/*
+ * 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.skywalking.apm.agent.core.meter;
+
+import io.grpc.Channel;
+import io.grpc.Status;
+import io.grpc.StatusRuntimeException;
+import io.grpc.stub.StreamObserver;
+import org.apache.skywalking.apm.agent.core.boot.BootService;
+import org.apache.skywalking.apm.agent.core.boot.DefaultImplementor;
+import org.apache.skywalking.apm.agent.core.boot.DefaultNamedThreadFactory;
+import org.apache.skywalking.apm.agent.core.boot.ServiceManager;
+import org.apache.skywalking.apm.agent.core.conf.Config;
+import org.apache.skywalking.apm.agent.core.logging.api.ILog;
+import org.apache.skywalking.apm.agent.core.logging.api.LogManager;
+import org.apache.skywalking.apm.agent.core.meter.transform.MeterTransformer;
+import org.apache.skywalking.apm.agent.core.remote.GRPCChannelListener;
+import org.apache.skywalking.apm.agent.core.remote.GRPCChannelManager;
+import org.apache.skywalking.apm.agent.core.remote.GRPCChannelStatus;
+import org.apache.skywalking.apm.agent.core.remote.GRPCStreamServiceStatus;
+import org.apache.skywalking.apm.network.common.v3.Commands;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterData;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterReportServiceGrpc;
+import org.apache.skywalking.apm.util.RunnableWithExceptionProtection;
+
+import java.util.concurrent.ConcurrentHashMap;
+import java.util.concurrent.Executors;
+import java.util.concurrent.ScheduledFuture;
+import java.util.concurrent.TimeUnit;
+
+import static org.apache.skywalking.apm.agent.core.conf.Config.Collector.GRPC_UPSTREAM_TIMEOUT;
+
+@DefaultImplementor
+public class MeterService implements BootService, Runnable, GRPCChannelListener {
+    private static final ILog logger = LogManager.getLogger(MeterService.class);
+
+    // all meters
+    private final ConcurrentHashMap<MeterId, MeterTransformer> meterMap = new ConcurrentHashMap<>();
+
+    // channel status
+    private volatile GRPCChannelStatus status = GRPCChannelStatus.DISCONNECT;
+
+    // gRPC stub
+    private volatile MeterReportServiceGrpc.MeterReportServiceStub meterReportServiceStub;
+
+    // report meters
+    private volatile ScheduledFuture<?> reportMeterFuture;
+
+    /**
+     * Register the meterTransformer
+     */
+    public <T extends MeterTransformer> void register(T meterTransformer) {
+        if (meterTransformer == null) {
+            return;
+        }
+        if (meterMap.size() >= Config.Meter.MAX_METER_SIZE) {
+            logger.warn("Already out of the meter system max size, will not report. meter name:{}", meterTransformer.getName());
+            return;
+        }
+
+        meterMap.putIfAbsent(meterTransformer.getId(), meterTransformer);
+    }
+
+    @Override
+    public void prepare() throws Throwable {
+        ServiceManager.INSTANCE.findService(GRPCChannelManager.class).addChannelListener(this);
+    }
+
+    @Override
+    public void boot() throws Throwable {
+        if (Config.Meter.ACTIVE) {
+            reportMeterFuture = Executors.newSingleThreadScheduledExecutor(
+                new DefaultNamedThreadFactory("MeterReportService")
+            ).scheduleWithFixedDelay(new RunnableWithExceptionProtection(
+                this,
+                t -> logger.error("Report meters failure.", t)
+            ), 0, Config.Meter.REPORT_INTERVAL, TimeUnit.SECONDS);
+        }
+    }
+
+    @Override
+    public void onComplete() throws Throwable {
+    }
+
+    @Override
+    public void shutdown() throws Throwable {
+        if (reportMeterFuture != null) {
+            reportMeterFuture.cancel(true);
+        }
+        // clear all of the meter report
+        meterMap.clear();
+    }
+
+    @Override
+    public void run() {
+        if (status != GRPCChannelStatus.CONNECTED || meterMap.isEmpty()) {
+            return;
+        }
+        StreamObserver<MeterData> reportStreamObserver = null;
+        final GRPCStreamServiceStatus status = new GRPCStreamServiceStatus(false);
+        try {
+            reportStreamObserver = meterReportServiceStub.withDeadlineAfter(
+                GRPC_UPSTREAM_TIMEOUT, TimeUnit.SECONDS
+            ).collect(new StreamObserver<Commands>() {
+                @Override
+                public void onNext(Commands commands) {
+                }
+
+                @Override
+                public void onError(Throwable throwable) {
+                    status.finished();
+                    if (logger.isErrorEnable()) {
+                        logger.error(throwable, "Send meters to collector fail with a grpc internal exception.");
+                    }
+                    ServiceManager.INSTANCE.findService(GRPCChannelManager.class).reportError(throwable);
+                }
+
+                @Override
+                public void onCompleted() {
+                    status.finished();
+                }
+            });
+
+            // build and report meters
+            boolean hasSendMachineInfo = false;
+            for (MeterTransformer meterTransformer : meterMap.values()) {
+                final MeterData.Builder dataBuilder = meterTransformer.transform();
+                if (dataBuilder == null) {
+                    continue;
+                }
+
+                // only send the service base info at the first data
+                if (!hasSendMachineInfo) {
+                    dataBuilder.setService(Config.Agent.SERVICE_NAME);
+                    dataBuilder.setServiceInstance(Config.Agent.INSTANCE_NAME);
+                    dataBuilder.setTimestamp(System.currentTimeMillis());
+                    hasSendMachineInfo = true;
+                }
+
+                reportStreamObserver.onNext(dataBuilder.build());
+            }
+        } catch (Throwable e) {
+            if (!(e instanceof StatusRuntimeException)) {
+                logger.error(e, "Report meters to backend fail.");
+                return;
+            }
+            final StatusRuntimeException statusRuntimeException = (StatusRuntimeException) e;
+            if (statusRuntimeException.getStatus().getCode() == Status.Code.UNIMPLEMENTED) {
+                logger.warn("Backend doesn't support meter, it will be disabled");
+                if (reportMeterFuture != null) {
+                    reportMeterFuture.cancel(true);
+                }
+            }
+        } finally {
+            if (reportStreamObserver != null) {
+                reportStreamObserver.onCompleted();
+            }
+            status.wait4Finish();
+        }
+
+    }
+
+    @Override
+    public void statusChanged(GRPCChannelStatus status) {
+        if (GRPCChannelStatus.CONNECTED.equals(status)) {
+            Channel channel = ServiceManager.INSTANCE.findService(GRPCChannelManager.class).getChannel();
+            meterReportServiceStub = MeterReportServiceGrpc.newStub(channel);
+        } else {
+            meterReportServiceStub = null;
+        }
+        this.status = status;
+    }
+
+}

apm-sniffer/apm-agent-core/src/main/java/org/apache/skywalking/apm/agent/core/meter/MeterTag.java

@@ -0,0 +1,62 @@
+/*
+ * 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.skywalking.apm.agent.core.meter;
+
+import java.util.Objects;
+
+public class MeterTag {
+
+    private String key;
+    private String value;
+
+    public MeterTag(String key, String value) {
+        this.key = key;
+        this.value = value;
+    }
+
+    public String getKey() {
+        return key;
+    }
+
+    public void setKey(String key) {
+        this.key = key;
+    }
+
+    public String getValue() {
+        return value;
+    }
+
+    public void setValue(String value) {
+        this.value = value;
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (this == o) return true;
+        if (o == null || getClass() != o.getClass()) return false;
+        MeterTag meterTag = (MeterTag) o;
+        return Objects.equals(key, meterTag.key) &&
+            Objects.equals(value, meterTag.value);
+    }
+
+    @Override
+    public int hashCode() {
+        return Objects.hash(key, value);
+    }
+}

apm-sniffer/apm-agent-core/src/main/java/org/apache/skywalking/apm/agent/core/meter/MeterType.java

@@ -0,0 +1,25 @@
+/*
+ * 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.skywalking.apm.agent.core.meter;
+
+public enum MeterType {
+    COUNTER,
+    GAUGE,
+    HISTOGRAM
+}

apm-sniffer/apm-agent-core/src/main/java/org/apache/skywalking/apm/agent/core/meter/adapter/CounterAdapter.java

@@ -0,0 +1,23 @@
+/*
+ * 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.skywalking.apm.agent.core.meter.adapter;
+
+public interface CounterAdapter extends MeterAdapter {
+    Double getCount();
+}

apm-sniffer/apm-agent-core/src/main/java/org/apache/skywalking/apm/agent/core/meter/adapter/GaugeAdapter.java

@@ -0,0 +1,23 @@
+/*
+ * 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.skywalking.apm.agent.core.meter.adapter;
+
+public interface GaugeAdapter extends MeterAdapter {
+    Double getCount();
+}

apm-sniffer/apm-agent-core/src/main/java/org/apache/skywalking/apm/agent/core/meter/adapter/HistogramAdapter.java

@@ -0,0 +1,33 @@
+/*
+ * 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.skywalking.apm.agent.core.meter.adapter;
+
+public interface HistogramAdapter extends MeterAdapter {
+
+    /**
+     * Get all buckets
+     */
+    double[] getAllBuckets();
+
+    /**
+     * Get currently bucket values
+     */
+    long[] getBucketValues();
+
+}

apm-sniffer/apm-agent-core/src/main/java/org/apache/skywalking/apm/agent/core/meter/adapter/MeterAdapter.java

@@ -0,0 +1,28 @@
+/*
+ * 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.skywalking.apm.agent.core.meter.adapter;
+
+import org.apache.skywalking.apm.agent.core.meter.MeterId;
+
+/**
+ * Working on adapt the tool-kit side with agent core
+ */
+public interface MeterAdapter {
+    MeterId getId();
+}

apm-sniffer/apm-agent-core/src/main/java/org/apache/skywalking/apm/agent/core/meter/transform/CounterTransformer.java

@@ -0,0 +1,49 @@
+/*
+ * 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.skywalking.apm.agent.core.meter.transform;
+
+import org.apache.skywalking.apm.agent.core.boot.ServiceManager;
+import org.apache.skywalking.apm.agent.core.meter.MeterService;
+import org.apache.skywalking.apm.agent.core.meter.adapter.CounterAdapter;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterData;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterSingleValue;
+
+public class CounterTransformer extends MeterTransformer<CounterAdapter> {
+    private static MeterService METER_SERVICE;
+
+    public CounterTransformer(CounterAdapter adapter) {
+        super(adapter);
+    }
+
+    @Override
+    public MeterData.Builder transform() {
+        if (METER_SERVICE == null) {
+            METER_SERVICE = ServiceManager.INSTANCE.findService(MeterService.class);
+        }
+
+        final MeterData.Builder builder = MeterData.newBuilder();
+        builder.setSingleValue(MeterSingleValue.newBuilder()
+            .setName(getName())
+            .addAllLabels(transformTags())
+            .setValue(adapter.getCount()).build());
+
+        return builder;
+    }
+
+}

apm-sniffer/apm-agent-core/src/main/java/org/apache/skywalking/apm/agent/core/meter/transform/GaugeTransformer.java

@@ -0,0 +1,57 @@
+/*
+ * 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.skywalking.apm.agent.core.meter.transform;
+
+import org.apache.skywalking.apm.agent.core.logging.api.ILog;
+import org.apache.skywalking.apm.agent.core.logging.api.LogManager;
+import org.apache.skywalking.apm.agent.core.meter.adapter.GaugeAdapter;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterData;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterSingleValue;
+
+public class GaugeTransformer extends MeterTransformer<GaugeAdapter> {
+    private static final ILog logger = LogManager.getLogger(GaugeTransformer.class);
+
+    public GaugeTransformer(GaugeAdapter adapter) {
+        super(adapter);
+    }
+
+    @Override
+    public MeterData.Builder transform() {
+        // get count
+        Double count;
+        try {
+            count = adapter.getCount();
+        } catch (Exception e) {
+            logger.warn(e, "Cannot get the count in meter:{}", adapter.getId().getName());
+            return null;
+        }
+
+        if (count == null) {
+            return null;
+        }
+
+        final MeterData.Builder builder = MeterData.newBuilder();
+        builder.setSingleValue(MeterSingleValue.newBuilder()
+            .setName(getName())
+            .addAllLabels(transformTags())
+            .setValue(count).build());
+
+        return builder;
+    }
+}

apm-sniffer/apm-agent-core/src/main/java/org/apache/skywalking/apm/agent/core/meter/transform/HistogramTransformer.java

@@ -0,0 +1,92 @@
+/*
+ * 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.skywalking.apm.agent.core.meter.transform;
+
+import org.apache.skywalking.apm.agent.core.meter.adapter.HistogramAdapter;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterBucketValue;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterData;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterHistogram;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Objects;
+
+public class HistogramTransformer extends MeterTransformer<HistogramAdapter> {
+
+    private final Bucket[] buckets;
+
+    public HistogramTransformer(HistogramAdapter adapter) {
+        super(adapter);
+        this.buckets = initBuckets(adapter.getAllBuckets());
+    }
+
+    @Override
+    public MeterData.Builder transform() {
+        final MeterData.Builder builder = MeterData.newBuilder();
+
+        // get all values
+        List<MeterBucketValue> values = new ArrayList<>(this.buckets.length);
+        final long[] bucketValues = adapter.getBucketValues();
+        for (int i = 0; i < bucketValues.length; i++) {
+            values.add(buckets[i].transform(bucketValues[i]));
+        }
+
+        return builder.setHistogram(MeterHistogram.newBuilder()
+            .setName(getName())
+            .addAllLabels(transformTags())
+            .addAllValues(values)
+            .build());
+    }
+
+    private Bucket[] initBuckets(double[] buckets) {
+        final Bucket[] list = new Bucket[buckets.length];
+        for (int i = 0; i < buckets.length; i++) {
+            list[i] = new Bucket(buckets[i]);
+        }
+        return list;
+    }
+
+    public static class Bucket {
+        private double bucket;
+
+        public Bucket(double bucket) {
+            this.bucket = bucket;
+        }
+
+        public MeterBucketValue transform(long currentCount) {
+            return MeterBucketValue.newBuilder()
+                .setBucket(bucket)
+                .setCount(currentCount)
+                .build();
+        }
+
+        @Override
+        public boolean equals(Object o) {
+            if (this == o) return true;
+            if (o == null || getClass() != o.getClass()) return false;
+            Bucket bucket1 = (Bucket) o;
+            return Double.compare(bucket1.bucket, bucket) == 0;
+        }
+
+        @Override
+        public int hashCode() {
+            return Objects.hash(bucket);
+        }
+    }
+}

apm-sniffer/apm-agent-core/src/main/java/org/apache/skywalking/apm/agent/core/meter/transform/MeterTransformer.java

@@ -0,0 +1,93 @@
+/*
+ * 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.skywalking.apm.agent.core.meter.transform;
+
+import org.apache.skywalking.apm.agent.core.meter.MeterId;
+import org.apache.skywalking.apm.agent.core.meter.adapter.MeterAdapter;
+import org.apache.skywalking.apm.network.language.agent.v3.Label;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterData;
+
+import java.util.List;
+import java.util.Objects;
+import java.util.stream.Collectors;
+
+/**
+ * Meter transformer base data
+ *
+ * @see CounterTransformer
+ * @see GaugeTransformer
+ * @see HistogramTransformer
+ */
+public abstract class MeterTransformer<T extends MeterAdapter> {
+
+    protected T adapter;
+
+    // cache the gRPC label message
+    private List<Label> labels;
+
+    public MeterTransformer(T adapter) {
+        this.adapter = adapter;
+    }
+
+    /**
+     * Identity the meter
+     */
+    public MeterId getId() {
+        return adapter.getId();
+    }
+
+    /**
+     * Get meter name
+     */
+    public String getName() {
+        return getId().getName();
+    }
+
+    /**
+     * Transform all tags to gRPC message
+     */
+    public List<Label> transformTags() {
+        if (labels != null) {
+            return labels;
+        }
+
+        return labels = getId().getTags().stream()
+            .map(t -> Label.newBuilder().setName(t.getKey()).setValue(t.getValue()).build())
+            .collect(Collectors.toList());
+    }
+
+    /**
+     * Transform the meter to gRPC message bean
+     * @return if dont need to transform or no changed, return null to ignore
+     */
+    public abstract MeterData.Builder transform();
+
+    @Override
+    public boolean equals(Object o) {
+        if (this == o) return true;
+        if (o == null || getClass() != o.getClass()) return false;
+        MeterTransformer meterTransformer = (MeterTransformer) o;
+        return Objects.equals(getId(), meterTransformer.getId());
+    }
+
+    @Override
+    public int hashCode() {
+        return Objects.hash(getId());
+    }
+}

apm-sniffer/apm-agent-core/src/main/resources/META-INF/services/org.apache.skywalking.apm.agent.core.boot.BootService

@@ -27,3 +27,4 @@ org.apache.skywalking.apm.agent.core.commands.CommandService
 org.apache.skywalking.apm.agent.core.commands.CommandExecutorService
 org.apache.skywalking.apm.agent.core.profile.ProfileTaskChannelService
 org.apache.skywalking.apm.agent.core.profile.ProfileTaskExecutionService
+org.apache.skywalking.apm.agent.core.meter.MeterService

apm-sniffer/apm-agent-core/src/test/java/org/apache/skywalking/apm/agent/core/boot/ServiceManagerTest.java

@@ -27,6 +27,7 @@ import org.apache.skywalking.apm.agent.core.context.TracingContext;
 import org.apache.skywalking.apm.agent.core.context.TracingContextListener;
 import org.apache.skywalking.apm.agent.core.context.TracingThreadListener;
 import org.apache.skywalking.apm.agent.core.jvm.JVMService;
+import org.apache.skywalking.apm.agent.core.meter.MeterService;
 import org.apache.skywalking.apm.agent.core.profile.ProfileTaskChannelService;
 import org.apache.skywalking.apm.agent.core.profile.ProfileTaskExecutionService;
 import org.apache.skywalking.apm.agent.core.remote.GRPCChannelListener;
@@ -57,7 +58,7 @@ public class ServiceManagerTest {
     public void testServiceDependencies() throws Exception {
         HashMap<Class, BootService> registryService = getFieldValue(ServiceManager.INSTANCE, "bootedServices");
 
-        assertThat(registryService.size(), is(11));
+        assertThat(registryService.size(), is(12));
 
         assertTraceSegmentServiceClient(ServiceManager.INSTANCE.findService(TraceSegmentServiceClient.class));
         assertContextManager(ServiceManager.INSTANCE.findService(ContextManager.class));
@@ -66,6 +67,7 @@ public class ServiceManagerTest {
         assertJVMService(ServiceManager.INSTANCE.findService(JVMService.class));
         assertProfileTaskQueryService(ServiceManager.INSTANCE.findService(ProfileTaskChannelService.class));
         assertProfileTaskExecuteService(ServiceManager.INSTANCE.findService(ProfileTaskExecutionService.class));
+        assertMeterRegisterService(ServiceManager.INSTANCE.findService(MeterService.class));
 
         assertTracingContextListener();
         assertIgnoreTracingContextListener();
@@ -105,7 +107,7 @@ public class ServiceManagerTest {
         assertNotNull(service);
 
         List<GRPCChannelListener> listeners = getFieldValue(service, "listeners");
-        assertEquals(listeners.size(), 5);
+        assertEquals(listeners.size(), 6);
     }
 
     private void assertSamplingService(SamplingService service) {
@@ -120,6 +122,10 @@ public class ServiceManagerTest {
         assertNotNull(service);
     }
 
+    private void assertMeterRegisterService(MeterService service) {
+        assertNotNull(service);
+    }
+
     private <T> T getFieldValue(Object instance, String fieldName) throws Exception {
         Field field = instance.getClass().getDeclaredField(fieldName);
         field.setAccessible(true);

apm-sniffer/apm-agent-core/src/test/java/org/apache/skywalking/apm/agent/core/meter/MeterIdTest.java

@@ -0,0 +1,62 @@
+/*
+ * 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.skywalking.apm.agent.core.meter;
+
+import org.apache.skywalking.apm.network.language.agent.v3.Label;
+import org.junit.Assert;
+import org.junit.Test;
+import org.mockito.internal.util.reflection.Whitebox;
+
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.List;
+
+public class MeterIdTest {
+
+    @Test
+    public void testTransformTags() {
+        MeterId meterId = new MeterId("test", MeterType.COUNTER, Arrays.asList(new MeterTag("k1", "v1")));
+
+        // Label message check
+        List<Label> labels = meterId.transformTags();
+        Assert.assertEquals(1, labels.size());
+        final Label label = labels.get(0);
+        Assert.assertEquals("k1", label.getName());
+        Assert.assertEquals("v1", label.getValue());
+        Assert.assertEquals(MeterType.COUNTER, meterId.getType());
+
+        // Must cache the Label message
+        final List<Label> cacheLabels = (List<Label>) Whitebox.getInternalState(meterId, "labels");
+        Assert.assertEquals(labels, cacheLabels);
+
+        // Check empty tags
+        meterId = new MeterId("test", MeterType.COUNTER, Collections.emptyList());
+        labels = meterId.transformTags();
+        Assert.assertEquals(0, labels.size());
+    }
+
+    @Test
+    public void testEquals() {
+        final MeterId meterId1 = new MeterId("test", MeterType.COUNTER, Arrays.asList(new MeterTag("k1", "v1")));
+        final MeterId meterId2 = new MeterId("test", MeterType.COUNTER, Arrays.asList(new MeterTag("k1", "v1")));
+
+        Assert.assertEquals(meterId1, meterId2);
+    }
+
+}

apm-sniffer/apm-agent-core/src/test/java/org/apache/skywalking/apm/agent/core/meter/MeterServiceTest.java

@@ -0,0 +1,271 @@
+/*
+ * 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.skywalking.apm.agent.core.meter;
+
+import io.grpc.stub.StreamObserver;
+import io.grpc.testing.GrpcServerRule;
+import org.apache.skywalking.apm.agent.core.boot.ServiceManager;
+import org.apache.skywalking.apm.agent.core.conf.Config;
+import org.apache.skywalking.apm.agent.core.meter.adapter.CounterAdapter;
+import org.apache.skywalking.apm.agent.core.meter.adapter.HistogramAdapter;
+import org.apache.skywalking.apm.agent.core.meter.transform.CounterTransformer;
+import org.apache.skywalking.apm.agent.core.meter.transform.HistogramTransformer;
+import org.apache.skywalking.apm.agent.core.meter.transform.MeterTransformer;
+import org.apache.skywalking.apm.agent.core.remote.GRPCChannelStatus;
+import org.apache.skywalking.apm.agent.core.test.tools.AgentServiceRule;
+import org.apache.skywalking.apm.agent.core.test.tools.TracingSegmentRunner;
+import org.apache.skywalking.apm.network.common.v3.Commands;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterBucketValue;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterData;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterHistogram;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterReportServiceGrpc;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterSingleValue;
+import org.junit.AfterClass;
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.BeforeClass;
+import org.junit.Rule;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.powermock.reflect.Whitebox;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+import java.util.Map;
+import java.util.Objects;
+
+import static org.hamcrest.CoreMatchers.is;
+import static org.hamcrest.MatcherAssert.assertThat;
+import static org.mockito.Mockito.spy;
+
+@RunWith(TracingSegmentRunner.class)
+public class MeterServiceTest {
+
+    @Rule
+    public AgentServiceRule agentServiceRule = new AgentServiceRule();
+
+    @Rule
+    public GrpcServerRule grpcServerRule = new GrpcServerRule().directExecutor();
+
+    private MeterService registryService = new MeterService();
+    private List<MeterData> upstreamMeters;
+
+    private MeterReportServiceGrpc.MeterReportServiceImplBase serviceImplBase = new MeterReportServiceGrpc.MeterReportServiceImplBase() {
+        @Override
+        public StreamObserver<MeterData> collect(final StreamObserver<Commands> responseObserver) {
+            return new StreamObserver<MeterData>() {
+                @Override
+                public void onNext(MeterData value) {
+                    upstreamMeters.add(value);
+                }
+
+                @Override
+                public void onError(Throwable t) {
+                }
+
+                @Override
+                public void onCompleted() {
+                    responseObserver.onNext(Commands.getDefaultInstance());
+                    responseObserver.onCompleted();
+                }
+            };
+        }
+    };
+
+    @BeforeClass
+    public static void beforeClass() {
+        Config.Meter.ACTIVE = true;
+        Config.Agent.SERVICE_NAME = "testService";
+        Config.Agent.INSTANCE_NAME = "testServiceInstance";
+    }
+
+    @AfterClass
+    public static void afterClass() {
+        Config.Agent.KEEP_TRACING = false;
+        ServiceManager.INSTANCE.shutdown();
+    }
+
+    @Before
+    public void setUp() throws Throwable {
+        spy(registryService);
+
+        Whitebox.setInternalState(
+            registryService, "meterReportServiceStub", MeterReportServiceGrpc.newStub(grpcServerRule.getChannel()));
+        Whitebox.setInternalState(registryService, "status", GRPCChannelStatus.CONNECTED);
+
+        upstreamMeters = new ArrayList<>();
+    }
+
+    @Test
+    public void testRegister() {
+        grpcServerRule.getServiceRegistry().addService(serviceImplBase);
+
+        // Register null
+        registryService.register(null);
+        assertThat(upstreamMeters.size(), is(0));
+
+        // Empty meter
+        registryService.run();
+        assertThat(upstreamMeters.size(), is(0));
+
+        // Add one
+        final MeterId counterId = new MeterId("test1", MeterType.COUNTER, Arrays.asList(new MeterTag("k1", "v1")));
+        final CounterTransformer transformer1 = new CounterTransformer(new TestCounterAdapter(counterId));
+        registryService.register(transformer1);
+        registryService.run();
+        assertThat(upstreamMeters.size(), is(1));
+        isSameWithCounter(upstreamMeters.get(0), true, counterId, 2);
+
+        // Add second
+        upstreamMeters.clear();
+        final MeterId percentileId = new MeterId("test2", MeterType.HISTOGRAM, Arrays.asList(new MeterTag("k1", "v1")));
+        final HistogramTransformer transformer2 = new HistogramTransformer(new TestHistogramAdapter(percentileId));
+        registryService.register(transformer2);
+        registryService.run();
+        assertThat(upstreamMeters.size(), is(2));
+        for (int i = 0; i < upstreamMeters.size(); i++) {
+            if (Objects.equals(upstreamMeters.get(i).getMetricCase(), MeterData.MetricCase.HISTOGRAM)) {
+                isSameWithHistogram(upstreamMeters.get(i), i == 0, percentileId, 2d, 1L);
+            } else {
+                isSameWithCounter(upstreamMeters.get(i), i == 0, counterId, 2);
+            }
+        }
+    }
+
+    @Test
+    public void testMeterSizeAndShutdown() throws Throwable {
+        final Map<MeterId, MeterTransformer> map = Whitebox.getInternalState(registryService, "meterMap");
+        map.clear();
+
+        // Check max meter size
+        for (Integer i = 0; i < Config.Meter.MAX_METER_SIZE + 1; i++) {
+            final MeterId counterId = new MeterId("test_" + i, MeterType.COUNTER, Arrays.asList(new MeterTag("k1", "v1")));
+            final CounterTransformer transformer1 = new CounterTransformer(new TestCounterAdapter(counterId));
+            registryService.register(transformer1);
+        }
+        assertThat(map.size(), is(Config.Meter.MAX_METER_SIZE));
+
+        // Check shutdown
+        registryService.shutdown();
+        assertThat(map.size(), is(0));
+    }
+
+    /**
+     * Check counter message
+     */
+    private void isSameWithCounter(MeterData meterData, boolean firstData, MeterId meterId, long count) {
+        Assert.assertNotNull(meterData);
+        if (firstData) {
+            Assert.assertEquals(meterData.getService(), "testService");
+            Assert.assertEquals(meterData.getServiceInstance(), "testServiceInstance");
+            Assert.assertTrue(meterData.getTimestamp() > 0);
+        } else {
+            Assert.assertEquals(meterData.getService(), "");
+            Assert.assertEquals(meterData.getServiceInstance(), "");
+            Assert.assertTrue(meterData.getTimestamp() == 0L);
+        }
+
+        Assert.assertEquals(meterData.getMetricCase(), MeterData.MetricCase.SINGLEVALUE);
+        Assert.assertNotNull(meterData.getSingleValue());
+        final MeterSingleValue singleValue = meterData.getSingleValue();
+
+        Assert.assertEquals(singleValue.getName(), meterId.getName());
+        Assert.assertEquals(singleValue.getLabelsList(), meterId.transformTags());
+        Assert.assertEquals(singleValue.getValue(), count, 0.0);
+    }
+
+    /**
+     * Check histogram message
+     */
+    public void isSameWithHistogram(MeterData meterData, boolean firstData, MeterId meterId, Object... values) {
+        Assert.assertNotNull(meterData);
+        if (firstData) {
+            Assert.assertEquals(meterData.getService(), "testService");
+            Assert.assertEquals(meterData.getServiceInstance(), "testServiceInstance");
+            Assert.assertTrue(meterData.getTimestamp() > 0);
+        } else {
+            Assert.assertEquals(meterData.getService(), "");
+            Assert.assertEquals(meterData.getServiceInstance(), "");
+            Assert.assertTrue(meterData.getTimestamp() == 0L);
+        }
+
+        Assert.assertEquals(meterData.getMetricCase(), MeterData.MetricCase.HISTOGRAM);
+        Assert.assertNotNull(meterData.getSingleValue());
+        final MeterHistogram histogram = meterData.getHistogram();
+
+        Assert.assertEquals(histogram.getName(), meterId.getName());
+        Assert.assertEquals(histogram.getLabelsList(), meterId.transformTags());
+        for (int i = 0; i < values.length; i += 2) {
+            final MeterBucketValue bucketValue = histogram.getValues(i);
+            Assert.assertNotNull(bucketValue);
+            Assert.assertEquals(bucketValue.getBucket(), (double) values[i], 0.0);
+            Assert.assertEquals(bucketValue.getCount(), values[i + 1]);
+        }
+    }
+
+    /**
+     * Creating a new {@link CounterAdapter} with appoint count
+     */
+    private static class TestCounterAdapter implements CounterAdapter {
+
+        private final MeterId meterId;
+
+        public TestCounterAdapter(MeterId meterId) {
+            this.meterId = meterId;
+        }
+
+        @Override
+        public Double getCount() {
+            return 2d;
+        }
+
+        @Override
+        public MeterId getId() {
+            return this.meterId;
+        }
+    }
+
+    /**
+     * Creating a new {@link HistogramAdapter} with appoint bucket and value
+     */
+    private static class TestHistogramAdapter implements HistogramAdapter {
+        private final MeterId meterId;
+
+        public TestHistogramAdapter(MeterId meterId) {
+            this.meterId = meterId;
+        }
+
+        @Override
+        public MeterId getId() {
+            return meterId;
+        }
+
+        @Override
+        public double[] getAllBuckets() {
+            return new double[] {2};
+        }
+
+        @Override
+        public long[] getBucketValues() {
+            return new long[] {1};
+        }
+    }
+
+}

apm-sniffer/apm-agent-core/src/test/java/org/apache/skywalking/apm/agent/core/meter/MeterTagTest.java

@@ -0,0 +1,38 @@
+/*
+ * 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.skywalking.apm.agent.core.meter;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+public class MeterTagTest {
+
+    @Test
+    public void testGetSet() {
+        // Different key and value
+        final MeterTag tag1 = new MeterTag("k1", "v1");
+        final MeterTag tag2 = new MeterTag("k2", "v2");
+        Assert.assertNotEquals(tag1, tag2);
+
+        // Change to same
+        tag2.setKey("k1");
+        tag2.setValue("v1");
+        Assert.assertEquals(tag1, tag2);
+    }
+}

apm-sniffer/apm-agent-core/src/test/java/org/apache/skywalking/apm/agent/core/meter/transform/CounterTransformerTest.java

@@ -0,0 +1,95 @@
+/*
+ * 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.skywalking.apm.agent.core.meter.transform;
+
+import org.apache.skywalking.apm.agent.core.boot.ServiceManager;
+import org.apache.skywalking.apm.agent.core.meter.MeterId;
+import org.apache.skywalking.apm.agent.core.meter.MeterTag;
+import org.apache.skywalking.apm.agent.core.meter.MeterType;
+import org.apache.skywalking.apm.agent.core.meter.adapter.CounterAdapter;
+import org.apache.skywalking.apm.agent.core.test.tools.AgentServiceRule;
+import org.apache.skywalking.apm.network.language.agent.v3.Label;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterData;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterSingleValue;
+import org.junit.AfterClass;
+import org.junit.Assert;
+import org.junit.Rule;
+import org.junit.Test;
+
+import java.util.Arrays;
+import java.util.List;
+import java.util.concurrent.atomic.DoubleAdder;
+
+public class CounterTransformerTest {
+
+    @Rule
+    public AgentServiceRule agentServiceRule = new AgentServiceRule();
+
+    @AfterClass
+    public static void afterClass() {
+        ServiceManager.INSTANCE.shutdown();
+    }
+
+    @Test
+    public void testTransform() {
+        final MeterId meterId = new MeterId("test", MeterType.COUNTER, Arrays.asList(new MeterTag("k1", "v1")));
+        final DoubleAdder counter = new DoubleAdder();
+        CounterTransformer transformer = new CounterTransformer(new TestCounterAdapter(meterId, counter));
+
+        counter.add(2d);
+
+        validateMeterData("test", Arrays.asList(Label.newBuilder().setName("k1").setValue("v1").build()), 2d, transformer.transform());
+    }
+
+    /**
+     * Check the single value message
+     */
+    private void validateMeterData(String name, List<Label> labels, double value, MeterData.Builder validate) {
+        Assert.assertNotNull(validate);
+        Assert.assertEquals(validate.getMetricCase().getNumber(), MeterData.SINGLEVALUE_FIELD_NUMBER);
+        MeterSingleValue singleValue = validate.getSingleValue();
+        Assert.assertNotNull(singleValue);
+        Assert.assertEquals(value, singleValue.getValue(), 0.0);
+        Assert.assertEquals(name, singleValue.getName());
+        Assert.assertEquals(labels, singleValue.getLabelsList());
+    }
+
+    /**
+     * Custom {@link CounterAdapter} using {@link DoubleAdder} as the counter value
+     */
+    private static class TestCounterAdapter implements CounterAdapter {
+        private final MeterId meterId;
+        private DoubleAdder counter;
+
+        public TestCounterAdapter(MeterId meterId, DoubleAdder counter) {
+            this.meterId = meterId;
+            this.counter = counter;
+        }
+
+        @Override
+        public Double getCount() {
+            return counter.doubleValue();
+        }
+
+        @Override
+        public MeterId getId() {
+            return meterId;
+        }
+    }
+}

apm-sniffer/apm-agent-core/src/test/java/org/apache/skywalking/apm/agent/core/meter/transform/GaugeTransformerTest.java

@@ -0,0 +1,90 @@
+/*
+ * 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.skywalking.apm.agent.core.meter.transform;
+
+import org.apache.skywalking.apm.agent.core.meter.MeterId;
+import org.apache.skywalking.apm.agent.core.meter.MeterTag;
+import org.apache.skywalking.apm.agent.core.meter.MeterType;
+import org.apache.skywalking.apm.agent.core.meter.adapter.GaugeAdapter;
+import org.apache.skywalking.apm.network.language.agent.v3.Label;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterData;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterSingleValue;
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.util.Arrays;
+import java.util.List;
+import java.util.function.Supplier;
+
+public class GaugeTransformerTest {
+
+    @Test
+    public void testTransform() {
+        final MeterId meterId = new MeterId("test", MeterType.COUNTER, Arrays.asList(new MeterTag("k1", "v1")));
+        final List<Label> labels = Arrays.asList(Label.newBuilder().setName("k1").setValue("v1").build());
+
+        // Normal
+        GaugeTransformer transformer1 = new GaugeTransformer(new TestGaugeAdapter(meterId, () -> 2d));
+        validateMeterData("test", labels, 2d, transformer1.transform());
+
+        // Exception
+        GaugeTransformer transformer2 = new GaugeTransformer(new TestGaugeAdapter(meterId, () -> Double.valueOf(2 / 0)));
+        Assert.assertNull(transformer2.transform());
+
+        // Null
+        GaugeTransformer transformer3 = new GaugeTransformer(new TestGaugeAdapter(meterId, () -> null));
+        Assert.assertNull(transformer3.transform());
+    }
+
+    /**
+     * Check the single value message
+     */
+    private void validateMeterData(String name, List<Label> labels, double value, MeterData.Builder validate) {
+        Assert.assertNotNull(validate);
+        Assert.assertEquals(validate.getMetricCase().getNumber(), MeterData.SINGLEVALUE_FIELD_NUMBER);
+        MeterSingleValue singleValue = validate.getSingleValue();
+        Assert.assertNotNull(singleValue);
+        Assert.assertEquals(singleValue.getValue(), value, 0.0);
+        Assert.assertEquals(singleValue.getName(), name);
+        Assert.assertEquals(singleValue.getLabelsList(), labels);
+    }
+
+    /**
+     * Custom {@link GaugeAdapter} using {@link Supplier} as data getter
+     */
+    private static class TestGaugeAdapter implements GaugeAdapter {
+        private final MeterId meterId;
+        private Supplier<Double> supplier;
+
+        public TestGaugeAdapter(MeterId meterId, Supplier<Double> supplier) {
+            this.meterId = meterId;
+            this.supplier = supplier;
+        }
+
+        @Override
+        public Double getCount() {
+            return supplier.get();
+        }
+
+        @Override
+        public MeterId getId() {
+            return meterId;
+        }
+    }
+}

apm-sniffer/apm-agent-core/src/test/java/org/apache/skywalking/apm/agent/core/meter/transform/HistogramTransformerTest.java

@@ -0,0 +1,119 @@
+/*
+ * 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.skywalking.apm.agent.core.meter.transform;
+
+import org.apache.skywalking.apm.agent.core.meter.MeterId;
+import org.apache.skywalking.apm.agent.core.meter.MeterTag;
+import org.apache.skywalking.apm.agent.core.meter.MeterType;
+import org.apache.skywalking.apm.agent.core.meter.adapter.HistogramAdapter;
+import org.apache.skywalking.apm.network.language.agent.v3.Label;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterData;
+import org.apache.skywalking.apm.network.language.agent.v3.MeterHistogram;
+import org.junit.Assert;
+import org.junit.Test;
+import org.mockito.internal.util.reflection.Whitebox;
+
+import java.util.Arrays;
+import java.util.List;
+
+public class HistogramTransformerTest {
+
+    @Test
+    public void testBuckets() {
+        final MeterId meterId = new MeterId("test", MeterType.COUNTER, Arrays.asList(new MeterTag("k1", "v1")));
+
+        // Check buckets
+        final TestHistogramAdapter adapter = new TestHistogramAdapter(meterId, new double[] {2d, 5d});
+        final HistogramTransformer transformer = new HistogramTransformer(adapter);
+        final HistogramTransformer.Bucket[] buckets = (HistogramTransformer.Bucket[]) Whitebox.getInternalState(transformer, "buckets");
+        Assert.assertEquals(2, buckets.length);
+        Assert.assertEquals(buckets[0], new HistogramTransformer.Bucket(2));
+        Assert.assertEquals(buckets[1], new HistogramTransformer.Bucket(5));
+    }
+
+    @Test
+    public void testTransform() {
+        final MeterId meterId = new MeterId("test", MeterType.COUNTER, Arrays.asList(new MeterTag("k1", "v1")));
+        final List<Label> labels = Arrays.asList(Label.newBuilder().setName("k1").setValue("v1").build());
+
+        // Check histogram message
+        final TestHistogramAdapter adapter = new TestHistogramAdapter(meterId, new double[] {2d, 5d});
+        final HistogramTransformer transformer = new HistogramTransformer(adapter);
+        adapter.setValues(new long[] {5L, 10L});
+        verifyHistogram("test", labels, Arrays.asList(2d, 5d), Arrays.asList(5L, 10L), transformer.transform());
+
+        adapter.setValues(new long[] {6L, 12L});
+        verifyHistogram("test", labels, Arrays.asList(2d, 5d), Arrays.asList(6L, 12L), transformer.transform());
+    }
+
+    /**
+     * Check histogram message
+     */
+    public static void verifyHistogram(String name, List<Label> labels, List<Double> buckets,
+                                       List<Long> bucketValues, MeterData.Builder validate) {
+        Assert.assertNotNull(validate);
+        Assert.assertEquals(validate.getMetricCase().getNumber(), MeterData.HISTOGRAM_FIELD_NUMBER);
+        MeterHistogram histogram = validate.getHistogram();
+        Assert.assertNotNull(histogram);
+        Assert.assertEquals(histogram.getName(), name);
+        Assert.assertEquals(histogram.getLabelsList(), labels);
+        Assert.assertNotNull(histogram.getValuesList());
+        Assert.assertEquals(histogram.getValuesCount(), bucketValues.size());
+
+        for (int i = 0; i < bucketValues.size(); i++) {
+            Assert.assertNotNull(histogram.getValues(i));
+            Assert.assertEquals(histogram.getValues(i).getBucket(), buckets.get(i).doubleValue(), 0.0);
+            Assert.assertEquals(histogram.getValues(i).getCount(), bucketValues.get(i).longValue());
+        }
+    }
+
+    /**
+     * Custom {@link HistogramAdapter} with appoint buckets and values
+     */
+    private static class TestHistogramAdapter implements HistogramAdapter {
+        private final MeterId meterId;
+        private final double[] buckets;
+        private long[] values;
+
+        public TestHistogramAdapter(MeterId meterId, double[] buckets) {
+            this.meterId = meterId;
+            this.buckets = buckets;
+        }
+
+        @Override
+        public double[] getAllBuckets() {
+            return buckets;
+        }
+
+        @Override
+        public long[] getBucketValues() {
+            return values;
+        }
+
+        @Override
+        public MeterId getId() {
+            return meterId;
+        }
+
+        public void setValues(long[] values) {
+            this.values = values;
+        }
+    }
+
+}

apm-sniffer/apm-toolkit-activation/apm-toolkit-meter-activation/pom.xml

@@ -0,0 +1,38 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!--
+  ~ 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.
+  ~
+  -->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>apm-toolkit-activation</artifactId>
+        <groupId>org.apache.skywalking</groupId>
+        <version>8.1.0-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+
+    <artifactId>apm-toolkit-meter-activation</artifactId>
+
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.skywalking</groupId>
+            <artifactId>apm-toolkit-meter</artifactId>
+            <version>${project.version}</version>
+            <scope>provided</scope>
+        </dependency>
+    </dependencies>
+</project>

apm-sniffer/apm-toolkit-activation/apm-toolkit-meter-activation/src/main/java/org/apache/skywalking/apm/toolkit/activation/meter/CounterActivation.java

@@ -0,0 +1,59 @@
+/*
+ * 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.skywalking.apm.toolkit.activation.meter;
+
+import net.bytebuddy.description.method.MethodDescription;
+import net.bytebuddy.matcher.ElementMatcher;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.ConstructorInterceptPoint;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.InstanceMethodsInterceptPoint;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.enhance.ClassInstanceMethodsEnhancePluginDefine;
+import org.apache.skywalking.apm.agent.core.plugin.match.ClassMatch;
+
+import static net.bytebuddy.matcher.ElementMatchers.takesArguments;
+import static org.apache.skywalking.apm.agent.core.plugin.match.NameMatch.byName;
+
+public class CounterActivation extends ClassInstanceMethodsEnhancePluginDefine {
+
+    @Override
+    protected ClassMatch enhanceClass() {
+        return byName("org.apache.skywalking.apm.toolkit.meter.impl.CounterImpl");
+    }
+
+    @Override
+    public ConstructorInterceptPoint[] getConstructorsInterceptPoints() {
+        return new ConstructorInterceptPoint[] {
+            new ConstructorInterceptPoint() {
+                @Override
+                public ElementMatcher<MethodDescription> getConstructorMatcher() {
+                    return takesArguments(2);
+                }
+
+                @Override
+                public String getConstructorInterceptor() {
+                    return "org.apache.skywalking.apm.toolkit.activation.meter.CounterInterceptor";
+                }
+            }
+        };
+    }
+
+    @Override
+    public InstanceMethodsInterceptPoint[] getInstanceMethodsInterceptPoints() {
+        return new InstanceMethodsInterceptPoint[0];
+    }
+}

apm-sniffer/apm-toolkit-activation/apm-toolkit-meter-activation/src/main/java/org/apache/skywalking/apm/toolkit/activation/meter/CounterInterceptor.java

@@ -0,0 +1,45 @@
+/*
+ * 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.skywalking.apm.toolkit.activation.meter;
+
+import org.apache.skywalking.apm.agent.core.boot.ServiceManager;
+import org.apache.skywalking.apm.agent.core.meter.transform.CounterTransformer;
+import org.apache.skywalking.apm.agent.core.meter.MeterService;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.enhance.EnhancedInstance;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.enhance.InstanceConstructorInterceptor;
+import org.apache.skywalking.apm.toolkit.meter.impl.CounterImpl;
+import org.apache.skywalking.apm.toolkit.activation.meter.adapter.TookitCounterAdapter;
+
+public class CounterInterceptor implements InstanceConstructorInterceptor {
+    private static MeterService METER_SERVICE;
+
+    @Override
+    public void onConstruct(EnhancedInstance objInst, Object[] allArguments) {
+        final CounterImpl toolkitCounter = (CounterImpl) objInst;
+
+        final TookitCounterAdapter counterAdapter = new TookitCounterAdapter(toolkitCounter);
+        final CounterTransformer counterTransformer = new CounterTransformer(counterAdapter);
+
+        if (METER_SERVICE == null) {
+            METER_SERVICE = ServiceManager.INSTANCE.findService(MeterService.class);
+        }
+        METER_SERVICE.register(counterTransformer);
+    }
+
+}

apm-sniffer/apm-toolkit-activation/apm-toolkit-meter-activation/src/main/java/org/apache/skywalking/apm/toolkit/activation/meter/GaugeActivation.java

@@ -0,0 +1,59 @@
+/*
+ * 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.skywalking.apm.toolkit.activation.meter;
+
+import net.bytebuddy.description.method.MethodDescription;
+import net.bytebuddy.matcher.ElementMatcher;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.ConstructorInterceptPoint;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.InstanceMethodsInterceptPoint;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.enhance.ClassInstanceMethodsEnhancePluginDefine;
+import org.apache.skywalking.apm.agent.core.plugin.match.ClassMatch;
+
+import static net.bytebuddy.matcher.ElementMatchers.takesArguments;
+import static org.apache.skywalking.apm.agent.core.plugin.match.NameMatch.byName;
+
+public class GaugeActivation extends ClassInstanceMethodsEnhancePluginDefine {
+
+    @Override
+    protected ClassMatch enhanceClass() {
+        return byName("org.apache.skywalking.apm.toolkit.meter.impl.GaugeImpl");
+    }
+
+    @Override
+    public ConstructorInterceptPoint[] getConstructorsInterceptPoints() {
+        return new ConstructorInterceptPoint[] {
+            new ConstructorInterceptPoint() {
+                @Override
+                public ElementMatcher<MethodDescription> getConstructorMatcher() {
+                    return takesArguments(2);
+                }
+
+                @Override
+                public String getConstructorInterceptor() {
+                    return "org.apache.skywalking.apm.toolkit.activation.meter.GaugeInterceptor";
+                }
+            }
+        };
+    }
+
+    @Override
+    public InstanceMethodsInterceptPoint[] getInstanceMethodsInterceptPoints() {
+        return new InstanceMethodsInterceptPoint[0];
+    }
+}

apm-sniffer/apm-toolkit-activation/apm-toolkit-meter-activation/src/main/java/org/apache/skywalking/apm/toolkit/activation/meter/GaugeInterceptor.java

@@ -0,0 +1,45 @@
+/*
+ * 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.skywalking.apm.toolkit.activation.meter;
+
+import org.apache.skywalking.apm.agent.core.boot.ServiceManager;
+import org.apache.skywalking.apm.agent.core.meter.transform.GaugeTransformer;
+import org.apache.skywalking.apm.agent.core.meter.MeterService;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.enhance.EnhancedInstance;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.enhance.InstanceConstructorInterceptor;
+import org.apache.skywalking.apm.toolkit.meter.impl.GaugeImpl;
+import org.apache.skywalking.apm.toolkit.activation.meter.adapter.ToolkitGaugeAdapter;
+
+public class GaugeInterceptor implements InstanceConstructorInterceptor {
+    private static MeterService METER_SERVICE;
+
+    @Override
+    public void onConstruct(EnhancedInstance objInst, Object[] allArguments) {
+        final GaugeImpl toolkitGauge = (GaugeImpl) objInst;
+
+        final ToolkitGaugeAdapter gaugeAdapter = new ToolkitGaugeAdapter(toolkitGauge);
+        final GaugeTransformer gaugeTransformer = new GaugeTransformer(gaugeAdapter);
+
+        if (METER_SERVICE == null) {
+            METER_SERVICE = ServiceManager.INSTANCE.findService(MeterService.class);
+        }
+        METER_SERVICE.register(gaugeTransformer);
+    }
+
+}

apm-sniffer/apm-toolkit-activation/apm-toolkit-meter-activation/src/main/java/org/apache/skywalking/apm/toolkit/activation/meter/HistogramActivation.java

@@ -0,0 +1,59 @@
+/*
+ * 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.skywalking.apm.toolkit.activation.meter;
+
+import net.bytebuddy.description.method.MethodDescription;
+import net.bytebuddy.matcher.ElementMatcher;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.ConstructorInterceptPoint;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.InstanceMethodsInterceptPoint;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.enhance.ClassInstanceMethodsEnhancePluginDefine;
+import org.apache.skywalking.apm.agent.core.plugin.match.ClassMatch;
+
+import static net.bytebuddy.matcher.ElementMatchers.takesArguments;
+import static org.apache.skywalking.apm.agent.core.plugin.match.NameMatch.byName;
+
+public class HistogramActivation extends ClassInstanceMethodsEnhancePluginDefine {
+
+    @Override
+    protected ClassMatch enhanceClass() {
+        return byName("org.apache.skywalking.apm.toolkit.meter.impl.HistogramImpl");
+    }
+
+    @Override
+    public ConstructorInterceptPoint[] getConstructorsInterceptPoints() {
+        return new ConstructorInterceptPoint[] {
+            new ConstructorInterceptPoint() {
+                @Override
+                public ElementMatcher<MethodDescription> getConstructorMatcher() {
+                    return takesArguments(2);
+                }
+
+                @Override
+                public String getConstructorInterceptor() {
+                    return "org.apache.skywalking.apm.toolkit.activation.meter.HistogramInterceptor";
+                }
+            }
+        };
+    }
+
+    @Override
+    public InstanceMethodsInterceptPoint[] getInstanceMethodsInterceptPoints() {
+        return new InstanceMethodsInterceptPoint[0];
+    }
+}

apm-sniffer/apm-toolkit-activation/apm-toolkit-meter-activation/src/main/java/org/apache/skywalking/apm/toolkit/activation/meter/HistogramInterceptor.java

@@ -0,0 +1,46 @@
+/*
+ * 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.skywalking.apm.toolkit.activation.meter;
+
+import org.apache.skywalking.apm.agent.core.boot.ServiceManager;
+import org.apache.skywalking.apm.agent.core.meter.transform.HistogramTransformer;
+import org.apache.skywalking.apm.agent.core.meter.MeterService;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.enhance.EnhancedInstance;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.enhance.InstanceConstructorInterceptor;
+import org.apache.skywalking.apm.toolkit.meter.impl.HistogramImpl;
+import org.apache.skywalking.apm.toolkit.activation.meter.adapter.ToolkitHistogramAdapter;
+
+public class HistogramInterceptor implements InstanceConstructorInterceptor {
+    private static MeterService METER_SERVICE;
+
+    @Override
+    public void onConstruct(EnhancedInstance objInst, Object[] allArguments) {
+        final HistogramImpl toolkitHistogram = (HistogramImpl) objInst;
+
+        final ToolkitHistogramAdapter histogramAdapter = new ToolkitHistogramAdapter(toolkitHistogram);
+        final HistogramTransformer histogramTransformer = new HistogramTransformer(histogramAdapter);
+
+        // register the meter
+        if (METER_SERVICE == null) {
+            METER_SERVICE = ServiceManager.INSTANCE.findService(MeterService.class);
+        }
+        METER_SERVICE.register(histogramTransformer);
+    }
+
+}

apm-sniffer/apm-toolkit-activation/apm-toolkit-meter-activation/src/main/java/org/apache/skywalking/apm/toolkit/activation/meter/adapter/TookitCounterAdapter.java

@@ -0,0 +1,46 @@
+/*
+ * 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.skywalking.apm.toolkit.activation.meter.adapter;
+
+import org.apache.skywalking.apm.agent.core.meter.MeterId;
+import org.apache.skywalking.apm.agent.core.meter.adapter.CounterAdapter;
+import org.apache.skywalking.apm.toolkit.activation.meter.util.MeterIdConverter;
+import org.apache.skywalking.apm.toolkit.meter.impl.CounterImpl;
+
+public class TookitCounterAdapter implements CounterAdapter {
+
+    private final CounterImpl counter;
+    private final MeterId id;
+
+    public TookitCounterAdapter(CounterImpl counter) {
+        this.counter = counter;
+        this.id = MeterIdConverter.convert(counter.getMeterId());
+    }
+
+    @Override
+    public Double getCount() {
+        // Using agent get, support rate mode
+        return counter.agentGet();
+    }
+
+    @Override
+    public MeterId getId() {
+        return id;
+    }
+}

apm-sniffer/apm-toolkit-activation/apm-toolkit-meter-activation/src/main/java/org/apache/skywalking/apm/toolkit/activation/meter/adapter/ToolkitGaugeAdapter.java

@@ -0,0 +1,46 @@
+/*
+ * 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.skywalking.apm.toolkit.activation.meter.adapter;
+
+import org.apache.skywalking.apm.agent.core.meter.MeterId;
+import org.apache.skywalking.apm.agent.core.meter.adapter.GaugeAdapter;
+import org.apache.skywalking.apm.toolkit.activation.meter.util.MeterIdConverter;
+import org.apache.skywalking.apm.toolkit.meter.Gauge;
+
+public class ToolkitGaugeAdapter implements GaugeAdapter {
+
+    private final Gauge gauge;
+    private final MeterId id;
+
+    public ToolkitGaugeAdapter(Gauge gauge) {
+        this.gauge = gauge;
+        this.id = MeterIdConverter.convert(gauge.getMeterId());
+    }
+
+    @Override
+    public Double getCount() {
+        return gauge.get();
+    }
+
+    @Override
+    public MeterId getId() {
+        return id;
+    }
+
+}

apm-sniffer/apm-toolkit-activation/apm-toolkit-meter-activation/src/main/java/org/apache/skywalking/apm/toolkit/activation/meter/adapter/ToolkitHistogramAdapter.java

@@ -0,0 +1,61 @@
+/*
+ * 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.skywalking.apm.toolkit.activation.meter.adapter;
+
+import org.apache.skywalking.apm.agent.core.meter.MeterId;
+import org.apache.skywalking.apm.agent.core.meter.adapter.HistogramAdapter;
+import org.apache.skywalking.apm.toolkit.activation.meter.util.MeterIdConverter;
+import org.apache.skywalking.apm.toolkit.meter.Histogram;
+
+public class ToolkitHistogramAdapter implements HistogramAdapter {
+
+    private final Histogram histogram;
+    private final MeterId id;
+
+    public ToolkitHistogramAdapter(Histogram histogram) {
+        this.histogram = histogram;
+        this.id = MeterIdConverter.convert(histogram.getMeterId());
+    }
+
+    @Override
+    public double[] getAllBuckets() {
+        final int bucketLength = histogram.getBuckets().length;
+        final double[] buckets = new double[bucketLength];
+        for (int i = 0; i < bucketLength; i++) {
+            buckets[i] = histogram.getBuckets()[i].getBucket();
+        }
+        return buckets;
+    }
+
+    @Override
+    public long[] getBucketValues() {
+        final int bucketLength = histogram.getBuckets().length;
+        final long[] bucketValues = new long[bucketLength];
+        for (int i = 0; i < bucketLength; i++) {
+            bucketValues[i] = histogram.getBuckets()[i].getCount();
+        }
+        return bucketValues;
+    }
+
+    @Override
+    public MeterId getId() {
+        return id;
+    }
+
+}

apm-sniffer/apm-toolkit-activation/apm-toolkit-meter-activation/src/main/java/org/apache/skywalking/apm/toolkit/activation/meter/util/MeterIdConverter.java

@@ -0,0 +1,57 @@
+/*
+ * 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.skywalking.apm.toolkit.activation.meter.util;
+
+import org.apache.skywalking.apm.agent.core.meter.MeterId;
+import org.apache.skywalking.apm.agent.core.meter.MeterTag;
+import org.apache.skywalking.apm.agent.core.meter.MeterType;
+
+import java.util.Collections;
+import java.util.List;
+import java.util.stream.Collectors;
+
+public class MeterIdConverter {
+
+    /**
+     * Convert toolkit id to agent core id
+     */
+    public static MeterId convert(org.apache.skywalking.apm.toolkit.meter.MeterId id) {
+        final String meterName = id.getName();
+        MeterType type = convertType(id);
+        List<MeterTag> tags = Collections.emptyList();
+        if (id.getTags() != null) {
+            tags = id.getTags().stream().map(t -> new MeterTag(t.getName(), t.getValue())).collect(Collectors.toList());
+        }
+
+        return new MeterId(meterName, type, tags);
+    }
+
+    private static MeterType convertType(org.apache.skywalking.apm.toolkit.meter.MeterId id) {
+        switch (id.getType()) {
+            case GAUGE:
+                return MeterType.GAUGE;
+            case COUNTER:
+                return MeterType.COUNTER;
+            case HISTOGRAM:
+                return MeterType.HISTOGRAM;
+            default:
+                throw new IllegalStateException("Could not found the meter type: " + id.getType());
+        }
+    }
+}

apm-sniffer/apm-toolkit-activation/apm-toolkit-meter-activation/src/main/resources/skywalking-plugin.def

@@ -0,0 +1,19 @@
+# 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.
+
+toolkit-counter=org.apache.skywalking.apm.toolkit.activation.meter.CounterActivation
+toolkit-gauge=org.apache.skywalking.apm.toolkit.activation.meter.GaugeActivation
+toolkit-histogram=org.apache.skywalking.apm.toolkit.activation.meter.HistogramActivation

apm-sniffer/apm-toolkit-activation/apm-toolkit-meter-activation/src/test/java/org/apache/skywalking/apm/toolkit/activation/meter/CounterInterceptorTest.java

@@ -0,0 +1,81 @@
+/*
+ * 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.skywalking.apm.toolkit.activation.meter;
+
+import org.apache.skywalking.apm.agent.core.boot.ServiceManager;
+import org.apache.skywalking.apm.agent.core.meter.MeterService;
+import org.apache.skywalking.apm.agent.core.meter.transform.CounterTransformer;
+import org.apache.skywalking.apm.agent.core.meter.MeterTag;
+import org.apache.skywalking.apm.agent.core.meter.MeterType;
+import org.apache.skywalking.apm.agent.core.meter.transform.MeterTransformer;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.enhance.EnhancedInstance;
+import org.apache.skywalking.apm.agent.test.tools.AgentServiceRule;
+import org.apache.skywalking.apm.toolkit.meter.impl.CounterImpl;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+import org.junit.Assert;
+import org.junit.Rule;
+import org.junit.Test;
+import org.mockito.internal.util.reflection.Whitebox;
+
+import java.util.Arrays;
+import java.util.Map;
+
+public class CounterInterceptorTest {
+
+    @Rule
+    public AgentServiceRule agentServiceRule = new AgentServiceRule();
+
+    private CounterInterceptor counterInterceptor = new CounterInterceptor();
+    private EnhancedInstance enhancedInstance = new CounterEnhance(
+        new MeterId("test", MeterId.MeterType.COUNTER, Arrays.asList(new MeterId.Tag("k1", "v1"))));
+
+    @Test
+    public void testConstruct() {
+        counterInterceptor.onConstruct(enhancedInstance, null);
+
+        final MeterService service = ServiceManager.INSTANCE.findService(MeterService.class);
+        final Map<MeterId, MeterTransformer> meterMap = (Map<MeterId, MeterTransformer>) Whitebox.getInternalState(service, "meterMap");
+        Assert.assertEquals(1, meterMap.size());
+
+        final MeterTransformer transformer = meterMap.values().iterator().next();
+        Assert.assertTrue(transformer instanceof CounterTransformer);
+        final CounterTransformer counterTransformer = (CounterTransformer) transformer;
+
+        Assert.assertNotNull(counterTransformer.getId());
+        Assert.assertEquals("test", counterTransformer.getId().getName());
+        Assert.assertEquals(MeterType.COUNTER, counterTransformer.getId().getType());
+        Assert.assertEquals(Arrays.asList(new MeterTag("k1", "v1")), counterTransformer.getId().getTags());
+    }
+
+    private static class CounterEnhance extends CounterImpl implements EnhancedInstance {
+        protected CounterEnhance(MeterId meterId) {
+            super(meterId, Mode.INCREMENT);
+        }
+
+        @Override
+        public Object getSkyWalkingDynamicField() {
+            return null;
+        }
+
+        @Override
+        public void setSkyWalkingDynamicField(Object value) {
+        }
+    }
+
+}

apm-sniffer/apm-toolkit-activation/apm-toolkit-meter-activation/src/test/java/org/apache/skywalking/apm/toolkit/activation/meter/GaugeInterceptorTest.java

@@ -0,0 +1,83 @@
+/*
+ * 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.skywalking.apm.toolkit.activation.meter;
+
+import org.apache.skywalking.apm.agent.core.boot.ServiceManager;
+import org.apache.skywalking.apm.agent.core.meter.MeterService;
+import org.apache.skywalking.apm.agent.core.meter.transform.GaugeTransformer;
+import org.apache.skywalking.apm.agent.core.meter.MeterTag;
+import org.apache.skywalking.apm.agent.core.meter.MeterType;
+import org.apache.skywalking.apm.agent.core.meter.transform.MeterTransformer;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.enhance.EnhancedInstance;
+import org.apache.skywalking.apm.agent.test.tools.AgentServiceRule;
+import org.apache.skywalking.apm.toolkit.meter.impl.GaugeImpl;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+import org.junit.Assert;
+import org.junit.Rule;
+import org.junit.Test;
+import org.mockito.internal.util.reflection.Whitebox;
+
+import java.util.Arrays;
+import java.util.Map;
+import java.util.function.Supplier;
+
+public class GaugeInterceptorTest {
+
+    @Rule
+    public AgentServiceRule agentServiceRule = new AgentServiceRule();
+
+    private GaugeInterceptor gaugeInterceptor = new GaugeInterceptor();
+    private EnhancedInstance enhancedInstance = new GaugeEnhance(
+        new MeterId("test", MeterId.MeterType.GAUGE, Arrays.asList(new MeterId.Tag("k1", "v1"))), () -> 1d);
+
+    @Test
+    public void testConstruct() {
+        gaugeInterceptor.onConstruct(enhancedInstance, null);
+
+        final MeterService service = ServiceManager.INSTANCE.findService(MeterService.class);
+        final Map<MeterId, MeterTransformer> meterMap = (Map<MeterId, MeterTransformer>) Whitebox.getInternalState(service, "meterMap");
+        Assert.assertEquals(1, meterMap.size());
+
+        final Object field = meterMap.values().iterator().next();
+        Assert.assertNotNull(field);
+        Assert.assertTrue(field instanceof GaugeTransformer);
+        final GaugeTransformer gaugeTransformer = (GaugeTransformer) field;
+
+        Assert.assertNotNull(gaugeTransformer.getId());
+        Assert.assertEquals("test", gaugeTransformer.getId().getName());
+        Assert.assertEquals(MeterType.GAUGE, gaugeTransformer.getId().getType());
+        Assert.assertEquals(Arrays.asList(new MeterTag("k1", "v1")), gaugeTransformer.getId().getTags());
+    }
+
+    private static class GaugeEnhance extends GaugeImpl implements EnhancedInstance {
+        protected GaugeEnhance(MeterId meterId, Supplier<Double> getter) {
+            super(meterId, getter);
+        }
+
+        @Override
+        public Object getSkyWalkingDynamicField() {
+            return null;
+        }
+
+        @Override
+        public void setSkyWalkingDynamicField(Object value) {
+        }
+    }
+
+}

apm-sniffer/apm-toolkit-activation/apm-toolkit-meter-activation/src/test/java/org/apache/skywalking/apm/toolkit/activation/meter/HistogramInterceptorTest.java

@@ -0,0 +1,83 @@
+/*
+ * 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.skywalking.apm.toolkit.activation.meter;
+
+import org.apache.skywalking.apm.agent.core.boot.ServiceManager;
+import org.apache.skywalking.apm.agent.core.meter.MeterService;
+import org.apache.skywalking.apm.agent.core.meter.transform.HistogramTransformer;
+import org.apache.skywalking.apm.agent.core.meter.MeterTag;
+import org.apache.skywalking.apm.agent.core.meter.MeterType;
+import org.apache.skywalking.apm.agent.core.meter.transform.MeterTransformer;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.enhance.EnhancedInstance;
+import org.apache.skywalking.apm.agent.test.tools.AgentServiceRule;
+import org.apache.skywalking.apm.toolkit.meter.impl.HistogramImpl;
+import org.apache.skywalking.apm.toolkit.meter.MeterId;
+import org.junit.Assert;
+import org.junit.Rule;
+import org.junit.Test;
+import org.mockito.internal.util.reflection.Whitebox;
+
+import java.util.Arrays;
+import java.util.List;
+import java.util.Map;
+
+public class HistogramInterceptorTest {
+
+    @Rule
+    public AgentServiceRule agentServiceRule = new AgentServiceRule();
+
+    private HistogramInterceptor histogramInterceptor = new HistogramInterceptor();
+    private EnhancedInstance enhancedInstance = new HistogramEnhance(
+        new MeterId("test", MeterId.MeterType.HISTOGRAM, Arrays.asList(new MeterId.Tag("k1", "v1"))),
+        Arrays.asList(1d, 2d, 3d));
+
+    @Test
+    public void testConstruct() {
+        histogramInterceptor.onConstruct(enhancedInstance, null);
+
+        final MeterService service = ServiceManager.INSTANCE.findService(MeterService.class);
+        final Map<MeterId, MeterTransformer> meterMap = (Map<MeterId, MeterTransformer>) Whitebox.getInternalState(service, "meterMap");
+        Assert.assertEquals(1, meterMap.size());
+
+        final Object field = meterMap.values().iterator().next();
+        Assert.assertNotNull(field);
+        Assert.assertTrue(field instanceof HistogramTransformer);
+        final HistogramTransformer histogramTransformer = (HistogramTransformer) field;
+
+        Assert.assertNotNull(histogramTransformer.getId());
+        Assert.assertEquals("test", histogramTransformer.getId().getName());
+        Assert.assertEquals(MeterType.HISTOGRAM, histogramTransformer.getId().getType());
+        Assert.assertEquals(Arrays.asList(new MeterTag("k1", "v1")), histogramTransformer.getId().getTags());
+    }
+
+    private static class HistogramEnhance extends HistogramImpl implements EnhancedInstance {
+        protected HistogramEnhance(MeterId meterId, List<Double> steps) {
+            super(meterId, steps);
+        }
+
+        @Override
+        public Object getSkyWalkingDynamicField() {
+            return null;
+        }
+
+        @Override
+        public void setSkyWalkingDynamicField(Object value) {
+        }
+    }
+}

apm-sniffer/apm-toolkit-activation/apm-toolkit-meter-activation/src/test/java/org/apache/skywalking/apm/toolkit/meter/ToolkitCounterAdapterTest.java

@@ -0,0 +1,71 @@
+/*
+ * 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.skywalking.apm.toolkit.meter;
+
+import org.apache.skywalking.apm.agent.core.meter.MeterId;
+import org.apache.skywalking.apm.agent.core.meter.MeterTag;
+import org.apache.skywalking.apm.agent.core.meter.MeterType;
+import org.apache.skywalking.apm.toolkit.activation.meter.adapter.TookitCounterAdapter;
+import org.apache.skywalking.apm.toolkit.meter.impl.CounterImpl;
+import org.junit.Assert;
+import org.junit.Test;
+
+public class ToolkitCounterAdapterTest {
+
+    @Test
+    public void testGetCount() {
+        final Counter counter = MeterFactory.counter("test").build();
+        final TookitCounterAdapter adapter = new TookitCounterAdapter((CounterImpl) counter);
+
+        counter.increment(1d);
+        counter.increment(2d);
+
+        Assert.assertEquals(adapter.getCount(), 3d, 0.0);
+
+        counter.increment(-4d);
+        Assert.assertEquals(adapter.getCount(), -1d, 0.0);
+    }
+
+    @Test
+    public void testGetCountWithRate() {
+        final Counter counter = MeterFactory.counter("test_with_rate").mode(Counter.Mode.RATE).build();
+        final TookitCounterAdapter adapter = new TookitCounterAdapter((CounterImpl) counter);
+
+        counter.increment(1d);
+        counter.increment(2d);
+
+        Assert.assertEquals(adapter.getCount(), 3d, 0.0);
+        Assert.assertEquals(adapter.getCount(), 0d, 0.0);
+
+        counter.increment(-4d);
+        Assert.assertEquals(adapter.getCount(), -4d, 0.0);
+    }
+
+    @Test
+    public void testGetId() {
+        final Counter counter = MeterFactory.counter("test").tag("k1", "v1").build();
+        final TookitCounterAdapter adapter = new TookitCounterAdapter((CounterImpl) counter);
+
+        final MeterId id = adapter.getId();
+        Assert.assertEquals("test", id.getName());
+        Assert.assertEquals(MeterType.COUNTER, id.getType());
+        Assert.assertEquals(1, id.getTags().size());
+        Assert.assertEquals(new MeterTag("k1", "v1"), id.getTags().get(0));
+    }
+}

apm-sniffer/apm-toolkit-activation/apm-toolkit-meter-activation/src/test/java/org/apache/skywalking/apm/toolkit/meter/ToolkitGaugeAdapterTest.java

@@ -0,0 +1,49 @@
+/*
+ * 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.skywalking.apm.toolkit.meter;
+
+import org.apache.skywalking.apm.agent.core.meter.MeterId;
+import org.apache.skywalking.apm.agent.core.meter.MeterTag;
+import org.apache.skywalking.apm.agent.core.meter.MeterType;
+import org.apache.skywalking.apm.toolkit.activation.meter.adapter.ToolkitGaugeAdapter;
+import org.junit.Assert;
+import org.junit.Test;
+
+public class ToolkitGaugeAdapterTest {
+
+    @Test
+    public void testGetCount() {
+        final Gauge gauge = MeterFactory.gauge("test", () -> 1d).build();
+        final ToolkitGaugeAdapter adapter = new ToolkitGaugeAdapter(gauge);
+
+        Assert.assertEquals(adapter.getCount(), 1d, 0.0);
+    }
+
+    @Test
+    public void testGetId() {
+        final Gauge gauge = MeterFactory.gauge("test", () -> 1d).tag("k1", "v1").build();
+        final ToolkitGaugeAdapter adapter = new ToolkitGaugeAdapter(gauge);
+
+        final MeterId id = adapter.getId();
+        Assert.assertEquals("test", id.getName());
+        Assert.assertEquals(MeterType.GAUGE, id.getType());
+        Assert.assertEquals(1, id.getTags().size());
+        Assert.assertEquals(new MeterTag("k1", "v1"), id.getTags().get(0));
+    }
+}

apm-sniffer/apm-toolkit-activation/apm-toolkit-meter-activation/src/test/java/org/apache/skywalking/apm/toolkit/meter/ToolkitHistogramAdapterTest.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.skywalking.apm.toolkit.meter;
+
+import org.apache.skywalking.apm.agent.core.meter.MeterId;
+import org.apache.skywalking.apm.agent.core.meter.MeterTag;
+import org.apache.skywalking.apm.agent.core.meter.MeterType;
+import org.apache.skywalking.apm.toolkit.activation.meter.adapter.ToolkitHistogramAdapter;
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.util.Arrays;
+
+public class ToolkitHistogramAdapterTest {
+
+    @Test
+    public void testGetAllBuckets() {
+        final Histogram histogram = MeterFactory.histogram("test").steps(Arrays.asList(2d, 5d)).build();
+        final ToolkitHistogramAdapter adapter = new ToolkitHistogramAdapter(histogram);
+
+        Assert.assertArrayEquals(adapter.getAllBuckets(), new double[] {0d, 2d, 5d}, 0.0);
+    }
+
+    @Test
+    public void testGetBucketValues() {
+        final Histogram histogram = MeterFactory.histogram("test").steps(Arrays.asList(2d, 5d)).build();
+        final ToolkitHistogramAdapter adapter = new ToolkitHistogramAdapter(histogram);
+
+        histogram.addValue(1d);
+        histogram.addValue(2d);
+        histogram.addValue(3d);
+        histogram.addValue(20d);
+
+        Assert.assertArrayEquals(adapter.getBucketValues(), new long[] {1L, 2L, 1L});
+    }
+
+    @Test
+    public void testGetId() {
+        final Histogram histogram = MeterFactory.histogram("test").steps(Arrays.asList(2d, 5d)).tag("k1", "v1").build();
+        final ToolkitHistogramAdapter adapter = new ToolkitHistogramAdapter(histogram);
+
+        final MeterId id = adapter.getId();
+        Assert.assertEquals("test", id.getName());
+        Assert.assertEquals(MeterType.HISTOGRAM, id.getType());
+        Assert.assertEquals(1, id.getTags().size());
+        Assert.assertEquals(new MeterTag("k1", "v1"), id.getTags().get(0));
+    }
+}

apm-sniffer/apm-toolkit-activation/pom.xml

@@ -31,6 +31,7 @@
         <module>apm-toolkit-logback-1.x-activation</module>
         <module>apm-toolkit-opentracing-activation</module>
         <module>apm-toolkit-trace-activation</module>
+        <module>apm-toolkit-meter-activation</module>
     </modules>
 
     <artifactId>apm-toolkit-activation</artifactId>

docs/en/setup/service-agent/java-agent/Application-toolkit-meter.md

@@ -0,0 +1,46 @@
+* Dependency the toolkit, such as using maven or gradle
+```xml
+   <dependency>
+      <groupId>org.apache.skywalking</groupId>
+      <artifactId>apm-toolkit-meter</artifactId>
+      <version>${skywalking.version}</version>
+   </dependency>
+```
+
+* `Counter` API represents a single monotonically increasing counter, automatic collect data and report to backend.
+```java
+import org.apache.skywalking.apm.toolkit.meter.MeterFactory;
+
+Counter counter = MeterFactory.counter(meterName).tag("tagKey", "tagValue").mode(Counter.Mode.INCREMENT).build();
+counter.increment(1d);
+```
+1. `MeterFactory.counter` Create a new counter builder with the meter name.
+1. `Counter.Builder.tag(String key, String value)` Mark a tag key/value pair.
+1. `Counter.Builder.mode(Counter.Mode mode)` Change the counter mode, `RATE` mode means reporting rate to the backend.
+1. `Counter.Builder.build()` Build a new `Counter` which is collected and reported to the backend.
+1. `Counter.increment(double count)` Increment count to the `Counter`, It could be a positive/negative value.
+
+* `Gauge` API represents a single numerical value.
+```java
+import org.apache.skywalking.apm.toolkit.meter.MeterFactory;
+
+ThreadPoolExecutor threadPool = ...;
+Gauge gauge = MeterFactory.gauge(meterName, () -> threadPool.getActiveCount()).tag("tagKey", "tagValue").build();
+```
+1. `MeterFactory.gauge(String name, Supplier<Double> getter)` Create a new gauge builder with the meter name and supplier function, this function need to return a `double` value.
+1. `Gauge.Builder.tag(String key, String value)` Mark a tag key/value pair.
+1. `Gauge.Builder.build()` Build a new `Gauge` which is collected and reported to the backend.
+
+* `Histogram` API represents a summary sample observations with customize buckets.
+```java
+import org.apache.skywalking.apm.toolkit.meter.MeterFactory;
+
+Histogram histogram = MeterFactory.histogram("test").tag("tagKey", "tagValue").steps(Arrays.asList(1, 5, 10)).minValue(0).build();
+histogram.addValue(3);
+```
+1. `MeterFactory.histogram(String name)` Create a new histogram builder with the meter name.
+1. `Histogram.Builder.tag(String key, String value)` Mark a tag key/value pair.
+1. `Histogram.Builder.steps(List<Double> steps)` Set up the max values of every histogram buckets.
+1. `Histogram.Builder.minValue(double value)` Set up the minimal value of this histogram, default is `0`.
+1. `Histogram.Builder.build()` Build a new `Histogram` which is collected and reported to the backend.
+1. `Histogram.addValue(double value)` Add value into the histogram, automatically analyze what bucket count needs to be increment. rule: count into [step1, step2).

docs/en/setup/service-agent/java-agent/Application-toolkit-micrometer.md

@@ -0,0 +1,55 @@
+* Dependency the toolkit, such as using maven or gradle
+```xml
+   <dependency>
+      <groupId>org.apache.skywalking</groupId>
+      <artifactId>apm-toolkit-micrometer-registry</artifactId>
+      <version>${skywalking.version}</version>
+   </dependency>
+```
+
+* Using `org.apache.skywalking.apm.meter.micrometer.SkywalkingMeterRegistry` as the registry, it could forward the MicroMeter collected metrics to OAP server.
+```java
+import org.apache.skywalking.apm.meter.micrometer.SkywalkingMeterRegistry;
+
+SkywalkingMeterRegistry registry = new SkywalkingMeterRegistry();
+
+// If you has some counter want to rate by agent side
+SkywalkingConfig config = new SkywalkingConfig(Arrays.asList("test_rate_counter"));
+new SkywalkingMeterRegistry(config);
+
+// Also you could using composite registry to combine multiple meter registry, such as collect to Skywalking and prometheus
+CompositeMeterRegistry compositeRegistry = new CompositeMeterRegistry();
+compositeRegistry.add(new PrometheusMeterRegistry(PrometheusConfig.DEFAULT));
+compositeRegistry.add(new SkywalkingMeterRegistry());
+```
+
+* Using snake case as the naming convention. Such as `test.meter` will be send to `test_meter`.
+
+* Using `Millisecond` as the time unit.
+
+* Adapt micrometer data convention.
+
+|Micrometer data type|Transform to meter name|Skywalking data type| Description|
+|----- |----- |----- |----- |
+|Counter|Counter name|Counter|Same with counter|
+|Gauges|Gauges name|Gauges|Same with gauges|
+|Timer|Timer name + "_count"|Counter|Execute finished count|
+| |Timer name + "_sum"|Counter|Total execute finished duration|
+| |Timer name + "_max"|Gauges|Max duration of execute finished time|
+| |Timer name + "_histogram"|Histogram|Histogram of execute finished duration|
+|LongTaskTimer|Timer name + "_active_count"|Gauges|Executing task count|
+| |Timer name + "_duration_sum"|Counter|All of executing task sum duration|
+| |Timer name + "_max"|Counter|Current longest running task execute duration|
+|Function Timer|Timer name + "_count"|Gauges|Execute finished timer count|
+| |Timer name + "_sum"|Gauges|Execute finished timer total duration|
+|Function Counter|Counter name|Counter|Custom counter value|
+|Distribution summary|Summary name + "_count"|Counter|Total record count|
+| |Summary name + "_sum"|Counter|Total record amount sum|
+| |Summary name + "_max"|Gauges|Max record amount|
+| |Summary name + "_histogram"|Gauges|Histogram of the amount|
+
+* Not Adapt data convention.
+
+|Micrometer data type|Data type|
+|----- |----- |
+|LongTaskTimer|Histogram|

docs/en/setup/service-agent/java-agent/README.md

@@ -105,6 +105,9 @@ property key | Description | Default |
 `profile.duration`|Max monitor segment time(minutes), if current segment monitor time out of limit, then stop it.|`10`|
 `profile.dump_max_stack_depth`|Max dump thread stack depth|`500`|
 `profile.snapshot_transport_buffer_size`|Snapshot transport to backend buffer size|`50`|
+`meter.active`|If true, the agent collects and reports metrics to the backend.|`true`|
+`meter.report_interval`|Report meters interval. The unit is second|`20`|
+`meter.max_meter_size`| Max size of the meter pool |`500`|
 `plugin.peer_max_length `|Peer maximum description limit.|`200`|
 `plugin.mongodb.trace_param`|If true, trace all the parameters in MongoDB access, default is false. Only trace the operation, not include parameters.|`false`|
 `plugin.mongodb.filter_length_limit`|If set to positive number, the `WriteRequest.params` would be truncated to this length, otherwise it would be completely saved, which may cause performance problem.|`256`|
@@ -159,11 +162,13 @@ Now, we have the following known bootstrap plugins.
 * Monitor a big cluster by different SkyWalking services. Use [Namespace](Namespace.md) to isolate the context propagation. 
 * Set client [token](Token-auth.md) if backend open [token authentication](../../backend/backend-token-auth.md).
 * Application Toolkit, are a collection of libraries, provided by SkyWalking APM. Using them, you have a bridge between your application and SkyWalking APM agent. 
-    * If you want to use OpenTracing Java APIs, try [SkyWalking OpenTracing compatible tracer](Opentracing.md). More details you could find at http://opentracing.io
+    * If you want your codes to interact with SkyWalking agent, including `getting trace id`, `setting tags`, `propagating custom data` etc.. Try [SkyWalking manual APIs](Application-toolkit-trace.md).
+    * If you require customized metrics, try [SkyWalking Meter System Toolkit](Application-toolkit-meter.md).
     * If you want to print trace context(e.g. traceId) in your logs, choose the log frameworks, [log4j](Application-toolkit-log4j-1.x.md), 
 [log4j2](Application-toolkit-log4j-2.x.md), [logback](Application-toolkit-logback-1.x.md)
-    * If you want your codes to interact with SkyWalking agent, including `getting trace id`, `setting tags`, `propagating custom data` etc.. Try [SkyWalking manual APIs](Application-toolkit-trace.md).
     * If you want to continue traces across thread manually, use [across thread solution APIs](Application-toolkit-trace-cross-thread.md).
+    * If you want to forward MicroMeter/Spring Sleuth metrics to Meter System, use [SkyWalking MicroMeter Register](Application-toolkit-micrometer.md).
+    * If you want to use OpenTracing Java APIs, try [SkyWalking OpenTracing compatible tracer](Opentracing.md). More details you could find at http://opentracing.io
 * If you want to specify the path of your agent.config file. Read [set config file through system properties](Specified-agent-config.md)
 
 ## Plugin Development Guide