Banyandb OAP integration (#9064)

oap-server-bom/pom.xml

@@ -17,7 +17,8 @@
   ~
   -->
 
-<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">
+<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</artifactId>
         <groupId>org.apache.skywalking</groupId>
@@ -75,6 +76,7 @@
         <awaitility.version>3.0.0</awaitility.version>
         <httpcore.version>4.4.13</httpcore.version>
         <commons-compress.version>1.21</commons-compress.version>
+        <banyandb-java-client.version>0.1.0-SNAPSHOT</banyandb-java-client.version>
     </properties>
 
     <dependencyManagement>
@@ -383,6 +385,29 @@
                 <version>${jackson-module-afterburner.version}</version>
             </dependency>
 
+            <dependency>
+                <groupId>org.apache.skywalking</groupId>
+                <artifactId>banyandb-java-client</artifactId>
+                <version>${banyandb-java-client.version}</version>
+                <exclusions>
+                    <exclusion>
+                        <groupId>io.grpc</groupId>
+                        <artifactId>grpc-netty</artifactId>
+                    </exclusion>
+                    <exclusion>
+                        <groupId>io.grpc</groupId>
+                        <artifactId>grpc-protobuf</artifactId>
+                    </exclusion>
+                    <exclusion>
+                        <groupId>io.grpc</groupId>
+                        <artifactId>grpc-stub</artifactId>
+                    </exclusion>
+                    <exclusion>
+                        <groupId>io.netty</groupId>
+                        <artifactId>netty-tcnative-boringssl-static</artifactId>
+                    </exclusion>
+                </exclusions>
+            </dependency>
 
             <dependency>
                 <groupId>org.apache.curator</groupId>

oap-server/server-core/src/main/java/org/apache/skywalking/oap/server/core/analysis/manual/networkalias/NetworkAddressAlias.java

@@ -45,9 +45,9 @@ import static org.apache.skywalking.oap.server.core.source.DefaultScopeDefine.NE
 })
 public class NetworkAddressAlias extends Metrics {
     public static final String INDEX_NAME = "network_address_alias";
-    private static final String ADDRESS = "address";
-    private static final String REPRESENT_SERVICE_ID = "represent_service_id";
-    private static final String REPRESENT_SERVICE_INSTANCE_ID = "represent_service_instance_id";
+    public static final String ADDRESS = "address";
+    public static final String REPRESENT_SERVICE_ID = "represent_service_id";
+    public static final String REPRESENT_SERVICE_INSTANCE_ID = "represent_service_instance_id";
     public static final String LAST_UPDATE_TIME_BUCKET = "last_update_time_bucket";
 
     @Setter

oap-server/server-core/src/main/java/org/apache/skywalking/oap/server/core/profiling/ebpf/storage/EBPFProcessProfilingDataDispatcher.java

@@ -33,7 +33,7 @@ public class EBPFProcessProfilingDataDispatcher implements SourceDispatcher<EBPF
         record.setStacksBinary(source.getStacksBinary());
         record.setUploadTime(source.getUploadTime());
         record.setStackDumpCount(source.getDumpCount());
-        record.setTimeBucket(TimeBucket.getMinuteTimeBucket(source.getUploadTime()));
+        record.setTimeBucket(TimeBucket.getRecordTimeBucket(source.getUploadTime()));
         RecordStreamProcessor.getInstance().in(record);
     }
 }

oap-server/server-starter/pom.xml

@@ -187,6 +187,11 @@
             <artifactId>storage-tidb-plugin</artifactId>
             <version>${project.version}</version>
         </dependency>
+        <dependency>
+            <groupId>org.apache.skywalking</groupId>
+            <artifactId>storage-banyandb-plugin</artifactId>
+            <version>${project.version}</version>
+        </dependency>
         <!-- storage module -->
 
         <!-- queryBuild module -->

oap-server/server-starter/src/main/resources/application.yml

@@ -241,6 +241,14 @@ storage:
     oapAnalyzer: ${SW_STORAGE_ES_OAP_ANALYZER:"{\"analyzer\":{\"oap_analyzer\":{\"type\":\"stop\"}}}"} # the oap analyzer.
     oapLogAnalyzer: ${SW_STORAGE_ES_OAP_LOG_ANALYZER:"{\"analyzer\":{\"oap_log_analyzer\":{\"type\":\"standard\"}}}"} # the oap log analyzer. It could be customized by the ES analyzer configuration to support more language log formats, such as Chinese log, Japanese log and etc.
     advanced: ${SW_STORAGE_ES_ADVANCED:""}
+  banyandb:
+    host: ${SW_STORAGE_BANYANDB_HOST:127.0.0.1}
+    port: ${SW_STORAGE_BANYANDB_PORT:17912}
+    group: ${SW_STORAGE_BANYANDB_GROUP:default}
+    maxBulkSize: ${SW_STORAGE_BANYANDB_MAX_BULK_SIZE:5000}
+    flushInterval: ${SW_STORAGE_BANYANDB_FLUSH_INTERVAL:15}
+    concurrentWriteThreads: ${SW_STORAGE_BANYANDB_CONCURRENT_WRITE_THREADS:15}
+    fetchTaskLogMaxSize: ${SW_STORAGE_BANYANDB_FETCH_TASK_LOG_MAX_SIZE:1000} # the max number of fetch task log in a request
 
 agent-analyzer:
   selector: ${SW_AGENT_ANALYZER:default}

oap-server/server-storage-plugin/pom.xml

@@ -32,5 +32,6 @@
         <module>storage-elasticsearch-plugin</module>
         <module>storage-zipkin-elasticsearch-plugin</module>
         <module>storage-tidb-plugin</module>
+        <module>storage-banyandb-plugin</module>
     </modules>
 </project>

oap-server/server-storage-plugin/storage-banyandb-plugin/pom.xml

@@ -0,0 +1,53 @@
+<?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>server-storage-plugin</artifactId>
+        <groupId>org.apache.skywalking</groupId>
+        <version>9.1.0-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+
+    <artifactId>storage-banyandb-plugin</artifactId>
+    <packaging>jar</packaging>
+
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.skywalking</groupId>
+            <artifactId>server-core</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.skywalking</groupId>
+            <artifactId>library-client</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.skywalking</groupId>
+            <artifactId>library-datacarrier-queue</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.skywalking</groupId>
+            <artifactId>banyandb-java-client</artifactId>
+        </dependency>
+    </dependencies>
+
+</project>

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/BanyanDBAggregationQueryDAO.java

@@ -0,0 +1,110 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb;
+
+import com.google.common.collect.ImmutableSet;
+import org.apache.skywalking.banyandb.v1.client.DataPoint;
+import org.apache.skywalking.banyandb.v1.client.MeasureQuery;
+import org.apache.skywalking.banyandb.v1.client.MeasureQueryResponse;
+import org.apache.skywalking.banyandb.v1.client.TimestampRange;
+import org.apache.skywalking.oap.server.core.analysis.metrics.Metrics;
+import org.apache.skywalking.oap.server.core.query.enumeration.Order;
+import org.apache.skywalking.oap.server.core.query.input.Duration;
+import org.apache.skywalking.oap.server.core.query.input.TopNCondition;
+import org.apache.skywalking.oap.server.core.query.type.KeyValue;
+import org.apache.skywalking.oap.server.core.query.type.SelectedRecord;
+import org.apache.skywalking.oap.server.core.storage.query.IAggregationQueryDAO;
+import org.apache.skywalking.oap.server.library.util.CollectionUtils;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.AbstractBanyanDBDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.util.ByteUtil;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+import java.util.Set;
+
+public class BanyanDBAggregationQueryDAO extends AbstractBanyanDBDAO implements IAggregationQueryDAO {
+    private static final Set<String> TAGS = ImmutableSet.of(Metrics.ENTITY_ID, Metrics.TIME_BUCKET);
+
+    public BanyanDBAggregationQueryDAO(BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    @Override
+    public List<SelectedRecord> sortMetrics(TopNCondition condition, String valueColumnName, Duration duration, List<KeyValue> additionalConditions) throws IOException {
+        final String modelName = condition.getName();
+        final TimestampRange timestampRange = new TimestampRange(duration.getStartTimestamp(), duration.getEndTimestamp());
+        MeasureQueryResponse resp = query(modelName, TAGS, Collections.singleton(valueColumnName),
+                timestampRange, new QueryBuilder<MeasureQuery>() {
+                    @Override
+                    protected void apply(MeasureQuery query) {
+                        query.meanBy(valueColumnName, ImmutableSet.of(Metrics.ENTITY_ID));
+                        query.and(lte(Metrics.TIME_BUCKET, duration.getEndTimeBucket()));
+                        query.and(gte(Metrics.TIME_BUCKET, duration.getStartTimeBucket()));
+                        if (condition.getOrder() == Order.DES) {
+                            query.topN(condition.getTopN(), valueColumnName);
+                        } else {
+                            query.bottomN(condition.getTopN(), valueColumnName);
+                        }
+                        if (CollectionUtils.isNotEmpty(additionalConditions)) {
+                            additionalConditions.forEach(additionalCondition -> query
+                                    .and(eq(
+                                            additionalCondition.getKey(),
+                                            additionalCondition.getValue()
+                                    )));
+                        }
+                    }
+                });
+
+        if (resp.size() == 0) {
+            return Collections.emptyList();
+        }
+
+        MetadataRegistry.Schema schema = MetadataRegistry.INSTANCE.findMetadata(modelName);
+        if (schema == null) {
+            throw new IOException("schema is not registered");
+        }
+
+        MetadataRegistry.ColumnSpec spec = schema.getSpec(valueColumnName);
+        if (spec == null) {
+            throw new IOException("field spec is not registered");
+        }
+
+        final List<SelectedRecord> topNList = new ArrayList<>();
+        for (DataPoint dataPoint : resp.getDataPoints()) {
+            SelectedRecord record = new SelectedRecord();
+            record.setId(dataPoint.getTagValue(Metrics.ENTITY_ID));
+            record.setValue(extractFieldValueAsString(spec, valueColumnName, dataPoint));
+            topNList.add(record);
+        }
+
+        return topNList;
+    }
+
+    private String extractFieldValueAsString(MetadataRegistry.ColumnSpec spec, String fieldName, DataPoint dataPoint) throws IOException {
+        if (double.class.equals(spec.getColumnClass())) {
+            return String.valueOf(ByteUtil.bytes2Double(dataPoint.getFieldValue(fieldName)).longValue());
+        } else if (String.class.equals(spec.getColumnClass())) {
+            return dataPoint.getFieldValue(fieldName);
+        } else {
+            return String.valueOf(((Number) dataPoint.getFieldValue(fieldName)).longValue());
+        }
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/BanyanDBBatchDAO.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.oap.server.storage.plugin.banyandb;
+
+import org.apache.skywalking.banyandb.v1.client.MeasureBulkWriteProcessor;
+import org.apache.skywalking.banyandb.v1.client.StreamBulkWriteProcessor;
+import org.apache.skywalking.oap.server.core.storage.AbstractDAO;
+import org.apache.skywalking.oap.server.core.storage.IBatchDAO;
+import org.apache.skywalking.oap.server.library.client.request.InsertRequest;
+import org.apache.skywalking.oap.server.library.client.request.PrepareRequest;
+import org.apache.skywalking.oap.server.library.util.CollectionUtils;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.measure.BanyanDBMeasureInsertRequest;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.measure.BanyanDBMeasureUpdateRequest;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.BanyanDBStreamInsertRequest;
+
+import java.util.List;
+import java.util.concurrent.CompletableFuture;
+import java.util.concurrent.atomic.AtomicBoolean;
+
+public class BanyanDBBatchDAO extends AbstractDAO<BanyanDBStorageClient> implements IBatchDAO {
+    private StreamBulkWriteProcessor streamBulkWriteProcessor;
+
+    private MeasureBulkWriteProcessor measureBulkWriteProcessor;
+
+    private final int maxBulkSize;
+
+    private final int flushInterval;
+
+    private final int concurrency;
+
+    private final AtomicBoolean initialized = new AtomicBoolean(false);
+
+    public BanyanDBBatchDAO(BanyanDBStorageClient client, int maxBulkSize, int flushInterval, int concurrency) {
+        super(client);
+        this.maxBulkSize = maxBulkSize;
+        this.flushInterval = flushInterval;
+        this.concurrency = concurrency;
+    }
+
+    @Override
+    public void insert(InsertRequest insertRequest) {
+        if (initialized.compareAndSet(false, true)) {
+            this.streamBulkWriteProcessor = getClient().createStreamBulkProcessor(maxBulkSize, flushInterval, concurrency);
+            this.measureBulkWriteProcessor = getClient().createMeasureBulkProcessor(maxBulkSize, flushInterval, concurrency);
+        }
+        if (insertRequest instanceof BanyanDBStreamInsertRequest) {
+            this.streamBulkWriteProcessor.add(((BanyanDBStreamInsertRequest) insertRequest).getStreamWrite());
+        } else if (insertRequest instanceof BanyanDBMeasureInsertRequest) {
+            this.measureBulkWriteProcessor.add(((BanyanDBMeasureInsertRequest) insertRequest).getMeasureWrite());
+        }
+    }
+
+    @Override
+    public CompletableFuture<Void> flush(List<PrepareRequest> prepareRequests) {
+        if (initialized.compareAndSet(false, true)) {
+            this.streamBulkWriteProcessor = getClient().createStreamBulkProcessor(maxBulkSize, flushInterval, concurrency);
+            this.measureBulkWriteProcessor = getClient().createMeasureBulkProcessor(maxBulkSize, flushInterval, concurrency);
+        }
+
+        if (CollectionUtils.isNotEmpty(prepareRequests)) {
+            for (final PrepareRequest r : prepareRequests) {
+                if (r instanceof BanyanDBStreamInsertRequest) {
+                    // TODO: return CompletableFuture<Void>
+                    this.streamBulkWriteProcessor.add(((BanyanDBStreamInsertRequest) r).getStreamWrite());
+                } else if (r instanceof BanyanDBMeasureInsertRequest) {
+                    this.measureBulkWriteProcessor.add(((BanyanDBMeasureInsertRequest) r).getMeasureWrite());
+                } else if (r instanceof BanyanDBMeasureUpdateRequest) {
+                    this.measureBulkWriteProcessor.add(((BanyanDBMeasureUpdateRequest) r).getMeasureWrite());
+                }
+            }
+        }
+
+        return CompletableFuture.completedFuture(null);
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/BanyanDBConverter.java

@@ -0,0 +1,249 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb;
+
+import com.google.gson.JsonObject;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.skywalking.banyandb.model.v1.BanyandbModel;
+import org.apache.skywalking.banyandb.v1.client.DataPoint;
+import org.apache.skywalking.banyandb.v1.client.MeasureWrite;
+import org.apache.skywalking.banyandb.v1.client.RowEntity;
+import org.apache.skywalking.banyandb.v1.client.StreamWrite;
+import org.apache.skywalking.banyandb.v1.client.TagAndValue;
+import org.apache.skywalking.banyandb.v1.client.grpc.exception.BanyanDBException;
+import org.apache.skywalking.banyandb.v1.client.metadata.Serializable;
+import org.apache.skywalking.oap.server.core.storage.type.Convert2Entity;
+import org.apache.skywalking.oap.server.core.storage.type.Convert2Storage;
+import org.apache.skywalking.oap.server.core.storage.type.StorageDataComplexObject;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.util.ByteUtil;
+
+import java.util.List;
+
+public class BanyanDBConverter {
+    public static class StorageToStream implements Convert2Entity {
+        private final MetadataRegistry.Schema schema;
+        private final RowEntity rowEntity;
+
+        public StorageToStream(String modelName, RowEntity rowEntity) {
+            this.schema = MetadataRegistry.INSTANCE.findMetadata(modelName);
+            this.rowEntity = rowEntity;
+        }
+
+        @Override
+        public Object get(String fieldName) {
+            MetadataRegistry.ColumnSpec spec = schema.getSpec(fieldName);
+            if (double.class.equals(spec.getColumnClass())) {
+                return ByteUtil.bytes2Double(rowEntity.getTagValue(fieldName));
+            } else {
+                return rowEntity.getTagValue(fieldName);
+            }
+        }
+
+        @Override
+        public byte[] getBytes(String fieldName) {
+            return rowEntity.getTagValue(fieldName);
+        }
+    }
+
+    @Slf4j
+    @RequiredArgsConstructor
+    public static class StreamToStorage implements Convert2Storage<StreamWrite> {
+        private final MetadataRegistry.Schema schema;
+        private final StreamWrite streamWrite;
+
+        @Override
+        public void accept(String fieldName, Object fieldValue) {
+            MetadataRegistry.ColumnSpec columnSpec = this.schema.getSpec(fieldName);
+            if (columnSpec == null) {
+                throw new IllegalArgumentException("fail to find field[" + fieldName + "]");
+            }
+            try {
+                this.streamWrite.tag(fieldName, buildTag(fieldValue, columnSpec.getColumnClass()));
+            } catch (BanyanDBException ex) {
+                log.error("fail to add tag", ex);
+            }
+        }
+
+        @Override
+        public void accept(String fieldName, byte[] fieldValue) {
+            try {
+                this.streamWrite.tag(fieldName, TagAndValue.binaryTagValue(fieldValue));
+            } catch (BanyanDBException ex) {
+                log.error("fail to add tag", ex);
+            }
+        }
+
+        @Override
+        public void accept(String fieldName, List<String> fieldValue) {
+            try {
+                this.streamWrite.tag(fieldName, TagAndValue.stringArrayTagValue(fieldValue));
+            } catch (BanyanDBException ex) {
+                log.error("fail to accept string array tag", ex);
+            }
+        }
+
+        @Override
+        public Object get(String fieldName) {
+            throw new IllegalStateException("should not reach here");
+        }
+
+        @Override
+        public StreamWrite obtain() {
+            return this.streamWrite;
+        }
+    }
+
+    @Slf4j
+    @RequiredArgsConstructor
+    public static class MeasureToStorage implements Convert2Storage<MeasureWrite> {
+        private final MetadataRegistry.Schema schema;
+        private final MeasureWrite measureWrite;
+
+        @Override
+        public void accept(String fieldName, Object fieldValue) {
+            MetadataRegistry.ColumnSpec columnSpec = this.schema.getSpec(fieldName);
+            if (columnSpec == null) {
+                throw new IllegalArgumentException("fail to find field[" + fieldName + "]");
+            }
+            try {
+                if (columnSpec.getColumnType() == MetadataRegistry.ColumnType.TAG) {
+                    this.measureWrite.tag(fieldName, buildTag(fieldValue, columnSpec.getColumnClass()));
+                } else {
+                    this.measureWrite.field(fieldName, buildField(fieldValue, columnSpec.getColumnClass()));
+                }
+            } catch (BanyanDBException ex) {
+                log.error("fail to add tag", ex);
+            }
+        }
+
+        public void acceptID(String id) {
+            try {
+                this.measureWrite.setID(id);
+            } catch (BanyanDBException ex) {
+                log.error("fail to add ID tag", ex);
+            }
+        }
+
+        @Override
+        public void accept(String fieldName, byte[] fieldValue) {
+            MetadataRegistry.ColumnSpec columnSpec = this.schema.getSpec(fieldName);
+            try {
+                if (columnSpec.getColumnType() == MetadataRegistry.ColumnType.TAG) {
+                    this.measureWrite.tag(fieldName, TagAndValue.binaryTagValue(fieldValue));
+                } else {
+                    this.measureWrite.field(fieldName, TagAndValue.binaryFieldValue(fieldValue));
+                }
+            } catch (BanyanDBException ex) {
+                log.error("fail to add binary tag/field", ex);
+            }
+        }
+
+        @Override
+        public void accept(String fieldName, List<String> fieldValue) {
+            try {
+                this.measureWrite.tag(fieldName, TagAndValue.stringArrayTagValue(fieldValue));
+            } catch (BanyanDBException ex) {
+                log.error("fail to accept string array tag", ex);
+            }
+        }
+
+        @Override
+        public Object get(String fieldName) {
+            throw new IllegalStateException("should not reach here");
+        }
+
+        @Override
+        public MeasureWrite obtain() {
+            return this.measureWrite;
+        }
+    }
+
+    private static Serializable<BanyandbModel.TagValue> buildTag(Object value, final Class<?> clazz) {
+        if (int.class.equals(clazz) || Integer.class.equals(clazz)) {
+            return TagAndValue.longTagValue(((Number) value).longValue());
+        } else if (Long.class.equals(clazz) || long.class.equals(clazz)) {
+            return TagAndValue.longTagValue((Long) value);
+        } else if (String.class.equals(clazz)) {
+            return TagAndValue.stringTagValue((String) value);
+        } else if (Double.class.equals(clazz) || double.class.equals(clazz)) {
+            return TagAndValue.binaryTagValue(ByteUtil.double2Bytes((double) value));
+        } else if (StorageDataComplexObject.class.isAssignableFrom(clazz)) {
+            return TagAndValue.stringTagValue(((StorageDataComplexObject<?>) value).toStorageData());
+        } else if (clazz.isEnum()) {
+            return TagAndValue.longTagValue((int) value);
+        } else if (JsonObject.class.equals(clazz)) {
+            return TagAndValue.stringTagValue((String) value);
+        } else if (byte[].class.equals(clazz)) {
+            return TagAndValue.stringTagValue((String) value);
+        }
+        throw new IllegalStateException(clazz.getSimpleName() + " is not supported");
+    }
+
+    private static Serializable<BanyandbModel.FieldValue> buildField(Object value, final Class<?> clazz) {
+        if (Integer.class.equals(clazz) || int.class.equals(clazz)) {
+            return TagAndValue.longFieldValue(((Number) value).longValue());
+        } else if (Long.class.equals(clazz) || long.class.equals(clazz)) {
+            return TagAndValue.longFieldValue((Long) value);
+        } else if (String.class.equals(clazz)) {
+            return TagAndValue.stringFieldValue((String) value);
+        } else if (Double.class.equals(clazz) || double.class.equals(clazz)) {
+            return TagAndValue.binaryFieldValue(ByteUtil.double2Bytes((double) value));
+        } else if (StorageDataComplexObject.class.isAssignableFrom(clazz)) {
+            return TagAndValue.stringFieldValue(((StorageDataComplexObject<?>) value).toStorageData());
+        }
+        throw new IllegalStateException(clazz.getSimpleName() + " is not supported");
+    }
+
+    public static class StorageToMeasure implements Convert2Entity {
+        private final MetadataRegistry.Schema schema;
+        private final DataPoint dataPoint;
+
+        public StorageToMeasure(String modelName, DataPoint dataPoint) {
+            this.schema = MetadataRegistry.INSTANCE.findMetadata(modelName);
+            this.dataPoint = dataPoint;
+        }
+
+        @Override
+        public Object get(String fieldName) {
+            MetadataRegistry.ColumnSpec spec = schema.getSpec(fieldName);
+            switch (spec.getColumnType()) {
+                case TAG:
+                    if (double.class.equals(spec.getColumnClass())) {
+                        return ByteUtil.bytes2Double(dataPoint.getTagValue(fieldName));
+                    } else {
+                        return dataPoint.getTagValue(fieldName);
+                    }
+                case FIELD:
+                default:
+                    if (double.class.equals(spec.getColumnClass())) {
+                        return ByteUtil.bytes2Double(dataPoint.getFieldValue(fieldName));
+                    } else {
+                        return dataPoint.getFieldValue(fieldName);
+                    }
+            }
+        }
+
+        @Override
+        public byte[] getBytes(String fieldName) {
+            // TODO: double may be a field?
+            return dataPoint.getFieldValue(fieldName);
+        }
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/BanyanDBIndexInstaller.java

@@ -0,0 +1,85 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb;
+
+import lombok.extern.slf4j.Slf4j;
+import org.apache.skywalking.banyandb.v1.client.BanyanDBClient;
+import org.apache.skywalking.banyandb.v1.client.grpc.exception.BanyanDBException;
+import org.apache.skywalking.banyandb.v1.client.metadata.Group;
+import org.apache.skywalking.banyandb.v1.client.metadata.Measure;
+import org.apache.skywalking.banyandb.v1.client.metadata.Stream;
+import org.apache.skywalking.oap.server.core.storage.StorageException;
+import org.apache.skywalking.oap.server.core.storage.model.Model;
+import org.apache.skywalking.oap.server.core.storage.model.ModelInstaller;
+import org.apache.skywalking.oap.server.library.client.Client;
+import org.apache.skywalking.oap.server.library.module.ModuleManager;
+
+import java.io.IOException;
+
+@Slf4j
+public class BanyanDBIndexInstaller extends ModelInstaller {
+    public BanyanDBIndexInstaller(Client client, ModuleManager moduleManager) {
+        super(client, moduleManager);
+    }
+
+    @Override
+    protected boolean isExists(Model model) throws StorageException {
+        final MetadataRegistry.SchemaMetadata metadata = MetadataRegistry.INSTANCE.parseMetadata(model);
+        try {
+            final BanyanDBClient c = ((BanyanDBStorageClient) this.client).client;
+            // first check group
+            Group g = metadata.getOrCreateGroup(c);
+            if (g == null) {
+                throw new StorageException("fail to create group " + metadata.getGroup());
+            }
+            log.info("group {} created", g.name());
+            // then check entity schema
+            if (metadata.findRemoteSchema(c).isPresent()) {
+                MetadataRegistry.INSTANCE.registerModel(model);
+                return true;
+            }
+            return false;
+        } catch (BanyanDBException ex) {
+            throw new StorageException("fail to check existence", ex);
+        }
+    }
+
+    @Override
+    protected void createTable(Model model) throws StorageException {
+        try {
+            if (model.isTimeSeries() && model.isRecord()) { // stream
+                Stream stream = (Stream) MetadataRegistry.INSTANCE.registerModel(model);
+                if (stream != null) {
+                    log.info("install stream schema {}", model.getName());
+                    ((BanyanDBStorageClient) client).define(stream);
+                }
+            } else if (model.isTimeSeries() && !model.isRecord()) { // measure
+                Measure measure = (Measure) MetadataRegistry.INSTANCE.registerModel(model);
+                if (measure != null) {
+                    log.info("install measure schema {}", model.getName());
+                    ((BanyanDBStorageClient) client).define(measure);
+                }
+            } else if (!model.isTimeSeries()) { // UITemplate
+                log.info("skip property index {}", model.getName());
+            }
+        } catch (IOException ex) {
+            throw new StorageException("fail to install schema", ex);
+        }
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/BanyanDBManagementDAO.java

@@ -0,0 +1,40 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb;
+
+import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.skywalking.oap.server.core.analysis.management.ManagementData;
+import org.apache.skywalking.oap.server.core.storage.IManagementDAO;
+import org.apache.skywalking.oap.server.core.storage.model.Model;
+import org.apache.skywalking.oap.server.core.storage.type.StorageBuilder;
+
+import java.io.IOException;
+
+@RequiredArgsConstructor
+@Slf4j
+public class BanyanDBManagementDAO implements IManagementDAO {
+    private final BanyanDBStorageClient client;
+    private final StorageBuilder<ManagementData> storageBuilder;
+
+    @Override
+    public void insert(Model model, ManagementData storageData) throws IOException {
+        log.info("insert Management Model {}", model);
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/BanyanDBNoneStreamDAO.java

@@ -0,0 +1,56 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb;
+
+import lombok.extern.slf4j.Slf4j;
+import org.apache.skywalking.banyandb.v1.client.StreamWrite;
+import org.apache.skywalking.oap.server.core.analysis.TimeBucket;
+import org.apache.skywalking.oap.server.core.analysis.config.NoneStream;
+import org.apache.skywalking.oap.server.core.storage.AbstractDAO;
+import org.apache.skywalking.oap.server.core.storage.INoneStreamDAO;
+import org.apache.skywalking.oap.server.core.storage.model.Model;
+import org.apache.skywalking.oap.server.core.storage.type.Convert2Storage;
+import org.apache.skywalking.oap.server.core.storage.type.StorageBuilder;
+
+import java.io.IOException;
+
+@Slf4j
+public class BanyanDBNoneStreamDAO extends AbstractDAO<BanyanDBStorageClient> implements INoneStreamDAO {
+    private final StorageBuilder<NoneStream> storageBuilder;
+
+    public BanyanDBNoneStreamDAO(BanyanDBStorageClient client, StorageBuilder<NoneStream> storageBuilder) {
+        super(client);
+        this.storageBuilder = storageBuilder;
+    }
+
+    @Override
+    public void insert(Model model, NoneStream noneStream) throws IOException {
+        MetadataRegistry.Schema schema = MetadataRegistry.INSTANCE.findMetadata(model.getName());
+        if (schema == null) {
+            throw new IOException(model.getName() + " is not registered");
+        }
+        StreamWrite streamWrite = new StreamWrite(schema.getMetadata().getGroup(), // group name
+                model.getName(), // index-name
+                noneStream.id(), // identity
+                TimeBucket.getTimestamp(noneStream.getTimeBucket(), model.getDownsampling())); // timestamp
+        Convert2Storage<StreamWrite> convert2Storage = new BanyanDBConverter.StreamToStorage(schema, streamWrite);
+        storageBuilder.entity2Storage(noneStream, convert2Storage);
+        getClient().write(streamWrite);
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/BanyanDBStorageClient.java

@@ -0,0 +1,165 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb;
+
+import io.grpc.Status;
+import org.apache.skywalking.banyandb.v1.client.BanyanDBClient;
+import org.apache.skywalking.banyandb.v1.client.MeasureBulkWriteProcessor;
+import org.apache.skywalking.banyandb.v1.client.MeasureQuery;
+import org.apache.skywalking.banyandb.v1.client.MeasureQueryResponse;
+import org.apache.skywalking.banyandb.v1.client.StreamBulkWriteProcessor;
+import org.apache.skywalking.banyandb.v1.client.StreamQuery;
+import org.apache.skywalking.banyandb.v1.client.StreamQueryResponse;
+import org.apache.skywalking.banyandb.v1.client.StreamWrite;
+import org.apache.skywalking.banyandb.v1.client.grpc.exception.BanyanDBException;
+import org.apache.skywalking.banyandb.v1.client.metadata.Measure;
+import org.apache.skywalking.banyandb.v1.client.metadata.Property;
+import org.apache.skywalking.banyandb.v1.client.metadata.Stream;
+import org.apache.skywalking.oap.server.library.client.Client;
+import org.apache.skywalking.oap.server.library.client.healthcheck.DelegatedHealthChecker;
+import org.apache.skywalking.oap.server.library.client.healthcheck.HealthCheckable;
+import org.apache.skywalking.oap.server.library.util.HealthChecker;
+
+import java.io.IOException;
+import java.util.Collections;
+import java.util.List;
+
+/**
+ * BanyanDBStorageClient is a simple wrapper for the underlying {@link BanyanDBClient},
+ * which implement {@link Client} and {@link HealthCheckable}.
+ */
+public class BanyanDBStorageClient implements Client, HealthCheckable {
+    final BanyanDBClient client;
+    private final DelegatedHealthChecker healthChecker = new DelegatedHealthChecker();
+
+    public BanyanDBStorageClient(String host, int port) {
+        this.client = new BanyanDBClient(host, port);
+    }
+
+    @Override
+    public void connect() throws Exception {
+        this.client.connect();
+    }
+
+    @Override
+    public void shutdown() throws IOException {
+        this.client.close();
+    }
+
+    public List<Property> listProperties(String group, String name) throws IOException {
+        try {
+            List<Property> properties = this.client.findProperties(group, name);
+            this.healthChecker.health();
+            return properties;
+        } catch (BanyanDBException ex) {
+            if (ex.getStatus().equals(Status.Code.NOT_FOUND)) {
+                this.healthChecker.health();
+                return Collections.emptyList();
+            }
+
+            healthChecker.unHealth(ex);
+            throw new IOException("fail to list properties", ex);
+        }
+    }
+
+    public Property queryProperty(String group, String name, String id) throws IOException {
+        try {
+            Property p = this.client.findProperty(group, name, id);
+            this.healthChecker.health();
+            return p;
+        } catch (BanyanDBException ex) {
+            if (ex.getStatus().equals(Status.Code.NOT_FOUND)) {
+                this.healthChecker.health();
+                return null;
+            }
+
+            healthChecker.unHealth(ex);
+            throw new IOException("fail to query property", ex);
+        }
+    }
+
+    public StreamQueryResponse query(StreamQuery q) throws IOException {
+        try {
+            StreamQueryResponse response = this.client.query(q);
+            this.healthChecker.health();
+            return response;
+        } catch (BanyanDBException ex) {
+            healthChecker.unHealth(ex);
+            throw new IOException("fail to query stream", ex);
+        }
+    }
+
+    public MeasureQueryResponse query(MeasureQuery q) throws IOException {
+        try {
+            MeasureQueryResponse response = this.client.query(q);
+            this.healthChecker.health();
+            return response;
+        } catch (BanyanDBException ex) {
+            healthChecker.unHealth(ex);
+            throw new IOException("fail to query measure", ex);
+        }
+    }
+
+    public void define(Property property) throws IOException {
+        try {
+            this.client.save(property);
+            this.healthChecker.health();
+        } catch (BanyanDBException ex) {
+            healthChecker.unHealth(ex);
+            throw new IOException("fail to define property", ex);
+        }
+    }
+
+    public void define(Stream stream) throws IOException {
+        try {
+            this.client.define(stream);
+            this.healthChecker.health();
+        } catch (BanyanDBException ex) {
+            healthChecker.unHealth(ex);
+            throw new IOException("fail to define stream", ex);
+        }
+    }
+
+    public void define(Measure measure) throws IOException {
+        try {
+            this.client.define(measure);
+            this.healthChecker.health();
+        } catch (BanyanDBException ex) {
+            healthChecker.unHealth(ex);
+            throw new IOException("fail to define stream", ex);
+        }
+    }
+
+    public void write(StreamWrite streamWrite) {
+        this.client.write(streamWrite);
+    }
+
+    public StreamBulkWriteProcessor createStreamBulkProcessor(int maxBulkSize, int flushInterval, int concurrency) {
+        return this.client.buildStreamWriteProcessor(maxBulkSize, flushInterval, concurrency);
+    }
+
+    public MeasureBulkWriteProcessor createMeasureBulkProcessor(int maxBulkSize, int flushInterval, int concurrency) {
+        return this.client.buildMeasureWriteProcessor(maxBulkSize, flushInterval, concurrency);
+    }
+
+    @Override
+    public void registerChecker(HealthChecker healthChecker) {
+        this.healthChecker.register(healthChecker);
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/BanyanDBStorageConfig.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.oap.server.storage.plugin.banyandb;
+
+import lombok.Getter;
+import lombok.Setter;
+import org.apache.skywalking.oap.server.library.module.ModuleConfig;
+
+@Getter
+@Setter
+public class BanyanDBStorageConfig extends ModuleConfig {
+    private String host = "127.0.0.1";
+    private int port = 17912;
+    /**
+     * Group of the schema in BanyanDB
+     */
+    private String group = "default";
+    /**
+     * The maximum size of write entities in a single batch write call.
+     */
+    private int maxBulkSize = 5000;
+    /**
+     * Period of flush interval. In the timeunit of seconds.
+     */
+    private int flushInterval = 15;
+    /**
+     * Concurrent consumer threads for batch writing.
+     */
+    private int concurrentWriteThreads = 2;
+    /**
+     * Max size of {@link org.apache.skywalking.oap.server.core.query.type.ProfileTaskLog} to be fetched
+     * in a single request.
+     */
+    private int fetchTaskLogMaxSize;
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/BanyanDBStorageProvider.java

@@ -0,0 +1,164 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb;
+
+import org.apache.skywalking.oap.server.core.CoreModule;
+import org.apache.skywalking.oap.server.core.config.ConfigService;
+import org.apache.skywalking.oap.server.core.storage.IBatchDAO;
+import org.apache.skywalking.oap.server.core.storage.IHistoryDeleteDAO;
+import org.apache.skywalking.oap.server.core.storage.StorageBuilderFactory;
+import org.apache.skywalking.oap.server.core.storage.StorageDAO;
+import org.apache.skywalking.oap.server.core.storage.StorageModule;
+import org.apache.skywalking.oap.server.core.storage.cache.INetworkAddressAliasDAO;
+import org.apache.skywalking.oap.server.core.storage.management.UITemplateManagementDAO;
+import org.apache.skywalking.oap.server.core.storage.model.ModelCreator;
+import org.apache.skywalking.oap.server.core.storage.profiling.ebpf.IEBPFProfilingDataDAO;
+import org.apache.skywalking.oap.server.core.storage.profiling.ebpf.IEBPFProfilingScheduleDAO;
+import org.apache.skywalking.oap.server.core.storage.profiling.ebpf.IEBPFProfilingTaskDAO;
+import org.apache.skywalking.oap.server.core.storage.profiling.ebpf.IServiceLabelDAO;
+import org.apache.skywalking.oap.server.core.storage.profiling.trace.IProfileTaskLogQueryDAO;
+import org.apache.skywalking.oap.server.core.storage.profiling.trace.IProfileTaskQueryDAO;
+import org.apache.skywalking.oap.server.core.storage.profiling.trace.IProfileThreadSnapshotQueryDAO;
+import org.apache.skywalking.oap.server.core.storage.query.IAggregationQueryDAO;
+import org.apache.skywalking.oap.server.core.storage.query.IAlarmQueryDAO;
+import org.apache.skywalking.oap.server.core.storage.query.IBrowserLogQueryDAO;
+import org.apache.skywalking.oap.server.core.storage.query.IEventQueryDAO;
+import org.apache.skywalking.oap.server.core.storage.query.ILogQueryDAO;
+import org.apache.skywalking.oap.server.core.storage.query.IMetadataQueryDAO;
+import org.apache.skywalking.oap.server.core.storage.query.IMetricsQueryDAO;
+import org.apache.skywalking.oap.server.core.storage.query.ITagAutoCompleteQueryDAO;
+import org.apache.skywalking.oap.server.core.storage.query.ITopNRecordsQueryDAO;
+import org.apache.skywalking.oap.server.core.storage.query.ITopologyQueryDAO;
+import org.apache.skywalking.oap.server.core.storage.query.ITraceQueryDAO;
+import org.apache.skywalking.oap.server.library.module.ModuleConfig;
+import org.apache.skywalking.oap.server.library.module.ModuleDefine;
+import org.apache.skywalking.oap.server.library.module.ModuleProvider;
+import org.apache.skywalking.oap.server.library.module.ModuleStartException;
+import org.apache.skywalking.oap.server.library.module.ServiceNotProvidedException;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.measure.BanyanDBEventQueryDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.measure.BanyanDBMetadataQueryDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.measure.BanyanDBMetricsQueryDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.measure.BanyanDBNetworkAddressAliasDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.measure.BanyanDBTagAutocompleteQueryDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.BanyanDBProfileTaskQueryDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.measure.BanyanDBServiceLabelDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.measure.BanyanDBTopologyQueryDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.BanyanDBAlarmQueryDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.BanyanDBBrowserLogQueryDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.BanyanDBEBPFProfilingDataDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.measure.BanyanDBEBPFProfilingScheduleQueryDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.BanyanDBEBPFProfilingTaskDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.BanyanDBHistoryDeleteDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.BanyanDBLogQueryDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.BanyanDBProfileTaskLogQueryDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.BanyanDBProfileThreadSnapshotQueryDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.BanyanDBStorageDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.BanyanDBTraceQueryDAO;
+import org.apache.skywalking.oap.server.telemetry.TelemetryModule;
+import org.apache.skywalking.oap.server.telemetry.api.HealthCheckMetrics;
+import org.apache.skywalking.oap.server.telemetry.api.MetricsCreator;
+import org.apache.skywalking.oap.server.telemetry.api.MetricsTag;
+
+public class BanyanDBStorageProvider extends ModuleProvider {
+    private BanyanDBStorageConfig config;
+    private BanyanDBStorageClient client;
+
+    public BanyanDBStorageProvider() {
+        this.config = new BanyanDBStorageConfig();
+    }
+
+    @Override
+    public String name() {
+        return "banyandb";
+    }
+
+    @Override
+    public Class<? extends ModuleDefine> module() {
+        return StorageModule.class;
+    }
+
+    @Override
+    public ModuleConfig createConfigBeanIfAbsent() {
+        return config;
+    }
+
+    @Override
+    public void prepare() throws ServiceNotProvidedException, ModuleStartException {
+        this.registerServiceImplementation(StorageBuilderFactory.class, new StorageBuilderFactory.Default());
+
+        this.client = new BanyanDBStorageClient(config.getHost(), config.getPort());
+
+        // Stream
+        this.registerServiceImplementation(IBatchDAO.class, new BanyanDBBatchDAO(client, config.getMaxBulkSize(), config.getFlushInterval(), config.getConcurrentWriteThreads()));
+        this.registerServiceImplementation(StorageDAO.class, new BanyanDBStorageDAO(client));
+        this.registerServiceImplementation(INetworkAddressAliasDAO.class, new BanyanDBNetworkAddressAliasDAO(client));
+        this.registerServiceImplementation(ITraceQueryDAO.class, new BanyanDBTraceQueryDAO(client));
+        this.registerServiceImplementation(IBrowserLogQueryDAO.class, new BanyanDBBrowserLogQueryDAO(client));
+        this.registerServiceImplementation(IMetadataQueryDAO.class, new BanyanDBMetadataQueryDAO(client));
+        this.registerServiceImplementation(IAlarmQueryDAO.class, new BanyanDBAlarmQueryDAO(client));
+        this.registerServiceImplementation(ILogQueryDAO.class, new BanyanDBLogQueryDAO(client));
+        this.registerServiceImplementation(IProfileTaskQueryDAO.class, new BanyanDBProfileTaskQueryDAO(client));
+        this.registerServiceImplementation(IProfileTaskLogQueryDAO.class, new BanyanDBProfileTaskLogQueryDAO(client, this.config.getFetchTaskLogMaxSize()));
+        this.registerServiceImplementation(IProfileThreadSnapshotQueryDAO.class, new BanyanDBProfileThreadSnapshotQueryDAO(client));
+        this.registerServiceImplementation(UITemplateManagementDAO.class, new BanyanDBUITemplateManagementDAO(client));
+        this.registerServiceImplementation(IEventQueryDAO.class, new BanyanDBEventQueryDAO(client));
+        this.registerServiceImplementation(ITopologyQueryDAO.class, new BanyanDBTopologyQueryDAO(client));
+        this.registerServiceImplementation(IEBPFProfilingTaskDAO.class, new BanyanDBEBPFProfilingTaskDAO(client));
+        this.registerServiceImplementation(IEBPFProfilingDataDAO.class, new BanyanDBEBPFProfilingDataDAO(client));
+        this.registerServiceImplementation(IEBPFProfilingScheduleDAO.class, new BanyanDBEBPFProfilingScheduleQueryDAO(client));
+
+        this.registerServiceImplementation(IServiceLabelDAO.class, new BanyanDBServiceLabelDAO(client));
+        this.registerServiceImplementation(ITagAutoCompleteQueryDAO.class, new BanyanDBTagAutocompleteQueryDAO(client));
+        this.registerServiceImplementation(IHistoryDeleteDAO.class, new BanyanDBHistoryDeleteDAO());
+        this.registerServiceImplementation(IMetricsQueryDAO.class, new BanyanDBMetricsQueryDAO(client));
+        this.registerServiceImplementation(IAggregationQueryDAO.class, new BanyanDBAggregationQueryDAO(client));
+        this.registerServiceImplementation(ITopNRecordsQueryDAO.class, new BanyanDBTopNRecordsQueryDAO(client));
+    }
+
+    @Override
+    public void start() throws ServiceNotProvidedException, ModuleStartException {
+        final ConfigService configService = getManager().find(CoreModule.NAME)
+                .provider()
+                .getService(ConfigService.class);
+
+        MetricsCreator metricCreator = getManager().find(TelemetryModule.NAME)
+                .provider()
+                .getService(MetricsCreator.class);
+        HealthCheckMetrics healthChecker = metricCreator.createHealthCheckerGauge(
+                "storage_banyandb", MetricsTag.EMPTY_KEY, MetricsTag.EMPTY_VALUE);
+        this.client.registerChecker(healthChecker);
+        try {
+            this.client.connect();
+            BanyanDBIndexInstaller installer = new BanyanDBIndexInstaller(client, getManager());
+            getManager().find(CoreModule.NAME).provider().getService(ModelCreator.class).addModelListener(installer);
+        } catch (Exception e) {
+            throw new ModuleStartException(e.getMessage(), e);
+        }
+    }
+
+    @Override
+    public void notifyAfterCompleted() throws ServiceNotProvidedException, ModuleStartException {
+
+    }
+
+    @Override
+    public String[] requiredModules() {
+        return new String[]{CoreModule.NAME};
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/BanyanDBTopNRecordsQueryDAO.java

@@ -0,0 +1,111 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb;
+
+import com.google.common.collect.ImmutableSet;
+import org.apache.skywalking.banyandb.v1.client.DataPoint;
+import org.apache.skywalking.banyandb.v1.client.MeasureQuery;
+import org.apache.skywalking.banyandb.v1.client.MeasureQueryResponse;
+import org.apache.skywalking.banyandb.v1.client.TimestampRange;
+import org.apache.skywalking.oap.server.core.analysis.IDManager;
+import org.apache.skywalking.oap.server.core.analysis.metrics.Metrics;
+import org.apache.skywalking.oap.server.core.analysis.topn.TopN;
+import org.apache.skywalking.oap.server.core.query.enumeration.Order;
+import org.apache.skywalking.oap.server.core.query.input.Duration;
+import org.apache.skywalking.oap.server.core.query.input.TopNCondition;
+import org.apache.skywalking.oap.server.core.query.type.SelectedRecord;
+import org.apache.skywalking.oap.server.core.storage.query.ITopNRecordsQueryDAO;
+import org.apache.skywalking.oap.server.library.util.StringUtil;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.AbstractBanyanDBDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.util.ByteUtil;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+import java.util.Set;
+
+public class BanyanDBTopNRecordsQueryDAO extends AbstractBanyanDBDAO implements ITopNRecordsQueryDAO {
+    private static final Set<String> TAGS = ImmutableSet.of(TopN.TIME_BUCKET, TopN.SERVICE_ID, TopN.STATEMENT, TopN.TRACE_ID);
+
+    public BanyanDBTopNRecordsQueryDAO(BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    @Override
+    public List<SelectedRecord> readSampledRecords(TopNCondition condition, String valueColumnName, Duration duration) throws IOException {
+        final String modelName = condition.getName();
+        final TimestampRange timestampRange = new TimestampRange(duration.getStartTimestamp(), duration.getEndTimestamp());
+        MeasureQueryResponse resp = query(modelName, TAGS,
+                Collections.singleton(valueColumnName), timestampRange, new QueryBuilder<MeasureQuery>() {
+                    @Override
+                    protected void apply(MeasureQuery query) {
+                        if (StringUtil.isNotEmpty(condition.getParentService())) {
+                            final String serviceId =
+                                    IDManager.ServiceID.buildId(condition.getParentService(), condition.isNormal());
+                            query.and(eq(TopN.SERVICE_ID, serviceId));
+                        }
+                        if (condition.getOrder() == Order.DES) {
+                            query.topN(condition.getTopN(), valueColumnName);
+                        } else {
+                            query.bottomN(condition.getTopN(), valueColumnName);
+                        }
+                        query.and(gte(TopN.TIME_BUCKET, duration.getStartTimeBucketInSec()));
+                        query.and(lte(TopN.TIME_BUCKET, duration.getEndTimeBucketInSec()));
+                    }
+                });
+
+        if (resp.size() == 0) {
+            return Collections.emptyList();
+        }
+
+        MetadataRegistry.Schema schema = MetadataRegistry.INSTANCE.findMetadata(modelName);
+        if (schema == null) {
+            throw new IOException("schema is not registered");
+        }
+
+        MetadataRegistry.ColumnSpec spec = schema.getSpec(valueColumnName);
+        if (spec == null) {
+            throw new IOException("field spec is not registered");
+        }
+
+        List<SelectedRecord> results = new ArrayList<>(condition.getTopN());
+
+        for (final DataPoint dataPoint : resp.getDataPoints()) {
+            SelectedRecord record = new SelectedRecord();
+            record.setName(dataPoint.getTagValue(TopN.STATEMENT));
+            record.setRefId(dataPoint.getTagValue(TopN.TRACE_ID));
+            record.setId(dataPoint.getTagValue(Metrics.ENTITY_ID));
+            record.setValue(extractFieldValueAsString(spec, valueColumnName, dataPoint));
+            results.add(record);
+        }
+
+        return results;
+    }
+
+    private String extractFieldValueAsString(MetadataRegistry.ColumnSpec spec, String fieldName, DataPoint dataPoint) throws IOException {
+        if (double.class.equals(spec.getColumnClass())) {
+            return String.valueOf(ByteUtil.bytes2Double(dataPoint.getFieldValue(fieldName)).longValue());
+        } else if (String.class.equals(spec.getColumnClass())) {
+            return dataPoint.getFieldValue(fieldName);
+        } else {
+            return String.valueOf(((Number) dataPoint.getFieldValue(fieldName)).longValue());
+        }
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/BanyanDBUITemplateManagementDAO.java

@@ -0,0 +1,144 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb;
+
+import lombok.extern.slf4j.Slf4j;
+import org.apache.skywalking.banyandb.v1.client.TagAndValue;
+import org.apache.skywalking.banyandb.v1.client.metadata.Property;
+import org.apache.skywalking.oap.server.core.management.ui.template.UITemplate;
+import org.apache.skywalking.oap.server.core.query.input.DashboardSetting;
+import org.apache.skywalking.oap.server.core.query.type.DashboardConfiguration;
+import org.apache.skywalking.oap.server.core.query.type.TemplateChangeStatus;
+import org.apache.skywalking.oap.server.core.storage.management.UITemplateManagementDAO;
+import org.apache.skywalking.oap.server.library.util.BooleanUtils;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.AbstractBanyanDBDAO;
+
+import java.io.IOException;
+import java.util.List;
+import java.util.stream.Collectors;
+
+@Slf4j
+public class BanyanDBUITemplateManagementDAO extends AbstractBanyanDBDAO implements UITemplateManagementDAO {
+    private static final String GROUP = "sw";
+
+    public BanyanDBUITemplateManagementDAO(BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    @Override
+    public DashboardConfiguration getTemplate(String id) throws IOException {
+        Property p = getClient().queryProperty(GROUP, UITemplate.INDEX_NAME, id);
+        if (p == null) {
+            return null;
+        }
+        return fromEntity(parse(p));
+    }
+
+    @Override
+    public List<DashboardConfiguration> getAllTemplates(Boolean includingDisabled) throws IOException {
+        List<Property> propertyList = getClient().listProperties(GROUP, UITemplate.INDEX_NAME);
+        return propertyList.stream().map(p -> fromEntity(parse(p)))
+                .filter(conf -> includingDisabled || !conf.isDisabled())
+                .collect(Collectors.toList());
+    }
+
+    @Override
+    public TemplateChangeStatus addTemplate(DashboardSetting setting) {
+        Property newTemplate = convert(setting.toEntity());
+        try {
+            this.getClient().define(newTemplate);
+            return TemplateChangeStatus.builder()
+                    .status(true)
+                    .id(newTemplate.id())
+                    .build();
+        } catch (IOException ioEx) {
+            log.error("fail to add new template", ioEx);
+            return TemplateChangeStatus.builder().status(false).id(setting.getId()).message("Can't add a new template")
+                    .build();
+        }
+    }
+
+    @Override
+    public TemplateChangeStatus changeTemplate(DashboardSetting setting) {
+        Property newTemplate = convert(setting.toEntity());
+        try {
+            this.getClient().define(newTemplate);
+            return TemplateChangeStatus.builder()
+                    .status(true)
+                    .id(newTemplate.id())
+                    .build();
+        } catch (IOException ioEx) {
+            log.error("fail to modify the template", ioEx);
+            return TemplateChangeStatus.builder().status(false).id(setting.getId()).message("Can't change an existed template")
+                    .build();
+        }
+    }
+
+    @Override
+    public TemplateChangeStatus disableTemplate(String id) throws IOException {
+        Property oldProperty = this.getClient().queryProperty(GROUP, UITemplate.INDEX_NAME, id);
+        if (oldProperty == null) {
+            return TemplateChangeStatus.builder().status(false).id(id).message("Can't find the template")
+                    .build();
+        }
+        UITemplate uiTemplate = parse(oldProperty);
+        uiTemplate.setDisabled(BooleanUtils.FALSE);
+        try {
+            this.getClient().define(convert(uiTemplate));
+            return TemplateChangeStatus.builder()
+                    .status(true)
+                    .id(uiTemplate.id())
+                    .build();
+        } catch (IOException ioEx) {
+            log.error("fail to disable the template", ioEx);
+            return TemplateChangeStatus.builder().status(false).id(uiTemplate.id()).message("Can't disable the template")
+                    .build();
+        }
+    }
+
+    public DashboardConfiguration fromEntity(UITemplate uiTemplate) {
+        DashboardConfiguration conf = new DashboardConfiguration();
+        conf.fromEntity(uiTemplate);
+        return conf;
+    }
+
+    public UITemplate parse(Property property) {
+        UITemplate uiTemplate = new UITemplate();
+        uiTemplate.setTemplateId(property.id());
+
+        for (TagAndValue<?> tagAndValue : property.tags()) {
+            if (tagAndValue.getTagName().equals(UITemplate.CONFIGURATION)) {
+                uiTemplate.setConfiguration((String) tagAndValue.getValue());
+            } else if (tagAndValue.getTagName().equals(UITemplate.DISABLED)) {
+                uiTemplate.setDisabled(((Number) tagAndValue.getValue()).intValue());
+            } else if (tagAndValue.getTagName().equals(UITemplate.UPDATE_TIME)) {
+                uiTemplate.setUpdateTime(((Number) tagAndValue.getValue()).longValue());
+            }
+        }
+        return uiTemplate;
+    }
+
+    public Property convert(UITemplate uiTemplate) {
+        return Property.create(GROUP, UITemplate.INDEX_NAME, uiTemplate.id())
+                .addTag(TagAndValue.newStringTag(UITemplate.CONFIGURATION, uiTemplate.getConfiguration()))
+                .addTag(TagAndValue.newLongTag(UITemplate.DISABLED, uiTemplate.getDisabled()))
+                .addTag(TagAndValue.newLongTag(UITemplate.UPDATE_TIME, uiTemplate.getUpdateTime()))
+                .build();
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/MetadataRegistry.java

@@ -0,0 +1,423 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb;
+
+import com.google.gson.JsonObject;
+import io.grpc.Status;
+import lombok.Builder;
+import lombok.Data;
+import lombok.EqualsAndHashCode;
+import lombok.Getter;
+import lombok.RequiredArgsConstructor;
+import lombok.Singular;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.skywalking.banyandb.v1.client.BanyanDBClient;
+import org.apache.skywalking.banyandb.v1.client.grpc.exception.BanyanDBException;
+import org.apache.skywalking.banyandb.v1.client.metadata.Catalog;
+import org.apache.skywalking.banyandb.v1.client.metadata.Duration;
+import org.apache.skywalking.banyandb.v1.client.metadata.Group;
+import org.apache.skywalking.banyandb.v1.client.metadata.IndexRule;
+import org.apache.skywalking.banyandb.v1.client.metadata.Measure;
+import org.apache.skywalking.banyandb.v1.client.metadata.NamedSchema;
+import org.apache.skywalking.banyandb.v1.client.metadata.Stream;
+import org.apache.skywalking.banyandb.v1.client.metadata.TagFamilySpec;
+import org.apache.skywalking.oap.server.core.alarm.AlarmRecord;
+import org.apache.skywalking.oap.server.core.analysis.DownSampling;
+import org.apache.skywalking.oap.server.core.analysis.manual.log.LogRecord;
+import org.apache.skywalking.oap.server.core.analysis.manual.segment.SegmentRecord;
+import org.apache.skywalking.oap.server.core.analysis.metrics.DataTable;
+import org.apache.skywalking.oap.server.core.analysis.metrics.IntList;
+import org.apache.skywalking.oap.server.core.storage.annotation.ValueColumnMetadata;
+import org.apache.skywalking.oap.server.core.storage.model.Model;
+import org.apache.skywalking.oap.server.core.storage.model.ModelColumn;
+import org.apache.skywalking.oap.server.library.util.StringUtil;
+
+import javax.annotation.Nullable;
+import java.lang.reflect.ParameterizedType;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Objects;
+import java.util.Optional;
+import java.util.Set;
+import java.util.function.Function;
+import java.util.stream.Collectors;
+
+@Slf4j
+public enum MetadataRegistry {
+    INSTANCE;
+
+    private final Map<String, Schema> registry = new HashMap<>();
+
+    public NamedSchema<?> registerModel(Model model) {
+        final SchemaMetadata schemaMetadata = parseMetadata(model);
+        Schema.SchemaBuilder schemaBuilder = Schema.builder().metadata(schemaMetadata);
+        Map<String, ModelColumn> modelColumnMap = model.getColumns().stream()
+                .collect(Collectors.toMap(modelColumn -> modelColumn.getColumnName().getStorageName(), Function.identity()));
+        // parse and set sharding keys
+        List<String> entities = parseEntityNames(modelColumnMap);
+        // parse tag metadata
+        // this can be used to build both
+        // 1) a list of TagFamilySpec,
+        // 2) a list of IndexRule,
+        List<TagMetadata> tags = parseTagMetadata(model, schemaBuilder);
+        List<TagFamilySpec> tagFamilySpecs = schemaMetadata.extractTagFamilySpec(tags);
+        // iterate over tagFamilySpecs to save tag names
+        for (final TagFamilySpec tagFamilySpec : tagFamilySpecs) {
+            for (final TagFamilySpec.TagSpec tagSpec : tagFamilySpec.tagSpecs()) {
+                schemaBuilder.tag(tagSpec.getTagName());
+            }
+        }
+        List<IndexRule> indexRules = tags.stream()
+                .map(TagMetadata::getIndexRule)
+                .filter(Objects::nonNull)
+                .collect(Collectors.toList());
+
+        if (schemaMetadata.getKind() == Kind.STREAM) {
+            final Stream.Builder builder = Stream.create(schemaMetadata.getGroup(), schemaMetadata.getName());
+            if (entities.isEmpty()) {
+                throw new IllegalStateException("sharding keys of model[stream." + model.getName() + "] must not be empty");
+            }
+            builder.setEntityRelativeTags(entities);
+            builder.addTagFamilies(tagFamilySpecs);
+            builder.addIndexes(indexRules);
+            registry.put(model.getName(), schemaBuilder.build());
+            return builder.build();
+        } else {
+            final Measure.Builder builder = Measure.create(schemaMetadata.getGroup(), schemaMetadata.getName(),
+                    downSamplingDuration(model.getDownsampling()));
+            if (entities.isEmpty()) { // if shardingKeys is empty, for measure, we can use ID as a single sharding key.
+                builder.setEntityRelativeTags(Measure.ID);
+            } else {
+                builder.setEntityRelativeTags(entities);
+            }
+            builder.addTagFamilies(tagFamilySpecs);
+            builder.addIndexes(indexRules);
+            // parse and set field
+            Optional<ValueColumnMetadata.ValueColumn> valueColumnOpt = ValueColumnMetadata.INSTANCE
+                    .readValueColumnDefinition(model.getName());
+            valueColumnOpt.ifPresent(valueColumn -> builder.addField(parseFieldSpec(modelColumnMap.get(valueColumn.getValueCName()), valueColumn)));
+            valueColumnOpt.ifPresent(valueColumn -> schemaBuilder.field(valueColumn.getValueCName()));
+            registry.put(model.getName(), schemaBuilder.build());
+            return builder.build();
+        }
+    }
+
+    public Schema findMetadata(final String name) {
+        return this.registry.get(name);
+    }
+
+    private Measure.FieldSpec parseFieldSpec(ModelColumn modelColumn, ValueColumnMetadata.ValueColumn valueColumn) {
+        if (String.class.equals(modelColumn.getType())) {
+            return Measure.FieldSpec.newIntField(valueColumn.getValueCName())
+                    .compressWithZSTD()
+                    .build();
+        } else if (long.class.equals(modelColumn.getType()) || int.class.equals(modelColumn.getType())) {
+            return Measure.FieldSpec.newIntField(valueColumn.getValueCName())
+                    .compressWithZSTD()
+                    .encodeWithGorilla()
+                    .build();
+        } else if (DataTable.class.equals(modelColumn.getType())) {
+            return Measure.FieldSpec.newBinaryField(valueColumn.getValueCName())
+                    .compressWithZSTD()
+                    .build();
+        } else if (double.class.equals(modelColumn.getType())) {
+            // TODO: natively support double/float in BanyanDB
+            log.warn("Double is stored as binary");
+            return Measure.FieldSpec.newBinaryField(valueColumn.getValueCName())
+                    .compressWithZSTD()
+                    .build();
+        } else {
+            throw new UnsupportedOperationException(modelColumn.getType().getSimpleName() + " is not supported for field");
+        }
+    }
+
+    Duration downSamplingDuration(DownSampling downSampling) {
+        switch (downSampling) {
+            case Hour:
+                return Duration.ofHours(1);
+            case Minute:
+                return Duration.ofMinutes(1);
+            case Day:
+                return Duration.ofDays(1);
+            default:
+                throw new UnsupportedOperationException("unsupported downSampling interval");
+        }
+    }
+
+    IndexRule parseIndexRule(String tagName, ModelColumn modelColumn) {
+        // TODO: we need to add support index type in the OAP core
+        // Currently, we only register INVERTED type
+        // if it is null, it must be a user-defined tag
+        if (modelColumn == null) {
+            return IndexRule.create(tagName, IndexRule.IndexType.INVERTED, IndexRule.IndexLocation.SERIES);
+        }
+        if (modelColumn.getBanyanDBExtension().isGlobalIndexing()) {
+            return IndexRule.create(tagName, IndexRule.IndexType.INVERTED, IndexRule.IndexLocation.GLOBAL);
+        } else {
+            return IndexRule.create(tagName, IndexRule.IndexType.INVERTED, IndexRule.IndexLocation.SERIES);
+        }
+    }
+
+    /**
+     * Parse sharding keys from the {@link Model}
+     *
+     * @param modelColumnMap the mapping between column storageName and {@link ModelColumn}
+     * @return a list of column names in strict order
+     */
+    List<String> parseEntityNames(Map<String, ModelColumn> modelColumnMap) {
+        List<ModelColumn> shardingColumns = new ArrayList<>();
+        for (final ModelColumn col : modelColumnMap.values()) {
+            if (col.getBanyanDBExtension().isShardingKey()) {
+                shardingColumns.add(col);
+            }
+        }
+        return shardingColumns.stream()
+                .sorted(Comparator.comparingInt(col -> col.getBanyanDBExtension().getShardingKeyIdx()))
+                .map(col -> col.getColumnName().getName())
+                .collect(Collectors.toList());
+    }
+
+    List<TagMetadata> parseTagMetadata(Model model, Schema.SchemaBuilder builder) {
+        List<TagMetadata> tagMetadataList = new ArrayList<>();
+        // skip metric
+        Optional<ValueColumnMetadata.ValueColumn> valueColumnOpt = ValueColumnMetadata.INSTANCE
+                .readValueColumnDefinition(model.getName());
+        for (final ModelColumn col : model.getColumns()) {
+            if (valueColumnOpt.isPresent() && valueColumnOpt.get().getValueCName().equals(col.getColumnName().getStorageName())) {
+                builder.spec(col.getColumnName().getStorageName(), new ColumnSpec(ColumnType.FIELD, col.getType()));
+                continue;
+            }
+            final TagFamilySpec.TagSpec tagSpec = parseTagSpec(col);
+            if (tagSpec == null) {
+                continue;
+            }
+            builder.spec(col.getColumnName().getStorageName(), new ColumnSpec(ColumnType.TAG, col.getType()));
+            if (col.shouldIndex()) {
+                // build indexRule
+                IndexRule indexRule = parseIndexRule(tagSpec.getTagName(), col);
+                tagMetadataList.add(new TagMetadata(indexRule, tagSpec));
+            } else {
+                tagMetadataList.add(new TagMetadata(null, tagSpec));
+            }
+        }
+
+        return tagMetadataList;
+    }
+
+    /**
+     * Extract extra tags from Configuration.
+     * They are for tags defined for {@link SegmentRecord}, {@link LogRecord} and {@link AlarmRecord}.
+     *
+     * @param tags a series of tags joint by comma
+     * @return a list of {@link org.apache.skywalking.banyandb.v1.client.metadata.TagFamilySpec.TagSpec} generated from input
+     */
+    private List<TagMetadata> parseExtraTagSpecs(String tags, Schema.SchemaBuilder builder) {
+        if (StringUtil.isEmpty(tags)) {
+            return Collections.emptyList();
+        }
+        String[] tagsArray = tags.split(",");
+        if (tagsArray.length == 0) {
+            return Collections.emptyList();
+        }
+        List<TagMetadata> extraTagMetadataList = new ArrayList<>();
+        for (final String tagName : tagsArray) {
+            builder.spec(tagName, new ColumnSpec(ColumnType.TAG, String.class));
+            extraTagMetadataList.add(new TagMetadata(parseIndexRule(tagName, null),
+                    TagFamilySpec.TagSpec.newStringTag(tagName)));
+        }
+        return extraTagMetadataList;
+    }
+
+    /**
+     * Parse TagSpec from {@link ModelColumn}
+     *
+     * @param modelColumn the column in the model to be parsed
+     * @return a typed tag spec
+     */
+    @Nullable
+    private TagFamilySpec.TagSpec parseTagSpec(ModelColumn modelColumn) {
+        final Class<?> clazz = modelColumn.getType();
+        final String colName = modelColumn.getColumnName().getStorageName();
+        if (String.class.equals(clazz) || DataTable.class.equals(clazz) || JsonObject.class.equals(clazz)) {
+            return TagFamilySpec.TagSpec.newStringTag(colName);
+        } else if (int.class.equals(clazz) || long.class.equals(clazz)) {
+            return TagFamilySpec.TagSpec.newIntTag(colName);
+        } else if (byte[].class.equals(clazz)) {
+            return TagFamilySpec.TagSpec.newBinaryTag(colName);
+        } else if (clazz.isEnum()) {
+            return TagFamilySpec.TagSpec.newIntTag(colName);
+        } else if (double.class.equals(clazz) || Double.class.equals(clazz)) {
+            // serialize double as binary
+            return TagFamilySpec.TagSpec.newBinaryTag(colName);
+        } else if (IntList.class.isAssignableFrom(clazz)) {
+            return TagFamilySpec.TagSpec.newIntArrayTag(colName);
+        } else if (List.class.isAssignableFrom(clazz)) { // handle exceptions
+            ParameterizedType t = (ParameterizedType) modelColumn.getGenericType();
+            if (String.class.equals(t.getActualTypeArguments()[0])) {
+                return TagFamilySpec.TagSpec.newStringArrayTag(colName);
+            }
+        }
+        throw new IllegalStateException("type " + modelColumn.getType().toString() + " is not supported");
+    }
+
+    public SchemaMetadata parseMetadata(Model model) {
+        if (model.isRecord()) {
+            String group = "stream-default";
+            if (model.isSuperDataset()) {
+                // for superDataset, we should use separate group
+                group = "stream-" + model.getName();
+            }
+            return new SchemaMetadata(group, model.getName(), Kind.STREAM);
+        }
+        return new SchemaMetadata("measure-default", model.getName(), Kind.MEASURE);
+    }
+
+    @RequiredArgsConstructor
+    @Data
+    public static class SchemaMetadata {
+        private final String group;
+        private final String name;
+        private final Kind kind;
+
+        public Optional<NamedSchema<?>> findRemoteSchema(BanyanDBClient client) throws BanyanDBException {
+            try {
+                switch (kind) {
+                    case STREAM:
+                        return Optional.ofNullable(client.findStream(this.group, this.name));
+                    case MEASURE:
+                        return Optional.ofNullable(client.findMeasure(this.group, this.name));
+                    default:
+                        throw new IllegalStateException("should not reach here");
+                }
+            } catch (BanyanDBException ex) {
+                if (ex.getStatus().equals(Status.Code.NOT_FOUND)) {
+                    return Optional.empty();
+                }
+
+                throw ex;
+            }
+        }
+
+        private List<TagFamilySpec> extractTagFamilySpec(List<TagMetadata> tagMetadataList) {
+            Map<String, List<TagMetadata>> tagMetadataMap = tagMetadataList.stream()
+                    .collect(Collectors.groupingBy(tagMetadata -> tagMetadata.isIndex() ? SchemaMetadata.this.indexFamily() : SchemaMetadata.this.nonIndexFamily()));
+
+            final List<TagFamilySpec> tagFamilySpecs = new ArrayList<>(tagMetadataMap.size());
+            for (final Map.Entry<String, List<TagMetadata>> entry : tagMetadataMap.entrySet()) {
+                final TagFamilySpec.Builder b = TagFamilySpec.create(entry.getKey())
+                        .addTagSpecs(entry.getValue().stream().map(TagMetadata::getTagSpec).collect(Collectors.toList()));
+                if (this.getKind() == Kind.MEASURE && entry.getKey().equals(this.indexFamily())) {
+                    // append measure ID, but it should not generate an index in the client side.
+                    // BanyanDB will take care of the ID index registration.
+                    b.addIDTagSpec();
+                }
+                tagFamilySpecs.add(b.build());
+            }
+
+            return tagFamilySpecs;
+        }
+
+        public Group getOrCreateGroup(BanyanDBClient client) throws BanyanDBException {
+            Group g = client.findGroup(this.group);
+            if (g != null) {
+                return g;
+            }
+            switch (kind) {
+                case STREAM:
+                    return client.define(Group.create(this.group, Catalog.STREAM, 2, 0, Duration.ofDays(7)));
+                case MEASURE:
+                    return client.define(Group.create(this.group, Catalog.MEASURE, 2, 12, Duration.ofDays(7)));
+                default:
+                    throw new IllegalStateException("should not reach here");
+            }
+        }
+
+        public String indexFamily() {
+            switch (kind) {
+                case MEASURE:
+                    return "default";
+                case STREAM:
+                    return "searchable";
+                default:
+                    throw new IllegalStateException("should not reach here");
+            }
+        }
+
+        public String nonIndexFamily() {
+            switch (kind) {
+                case MEASURE:
+                case STREAM:
+                    return "storage-only";
+                default:
+                    throw new IllegalStateException("should not reach here");
+            }
+        }
+    }
+
+    public enum Kind {
+        MEASURE, STREAM;
+    }
+
+    @RequiredArgsConstructor
+    @Getter
+    private static class TagMetadata {
+        private final IndexRule indexRule;
+        private final TagFamilySpec.TagSpec tagSpec;
+
+        boolean isIndex() {
+            return this.indexRule != null;
+        }
+    }
+
+    @Builder
+    @EqualsAndHashCode
+    public static class Schema {
+        @Getter
+        private final SchemaMetadata metadata;
+        @Singular
+        private final Map<String, ColumnSpec> specs;
+
+        @Getter
+        @Singular
+        private final Set<String> tags;
+
+        @Getter
+        @Singular
+        private final Set<String> fields;
+
+        public ColumnSpec getSpec(String columnName) {
+            return this.specs.get(columnName);
+        }
+    }
+
+    @RequiredArgsConstructor
+    @Getter
+    public static class ColumnSpec {
+        private final ColumnType columnType;
+        private final Class<?> columnClass;
+    }
+
+    public enum ColumnType {
+        TAG, FIELD;
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/measure/BanyanDBEBPFProfilingScheduleQueryDAO.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.oap.server.storage.plugin.banyandb.measure;
+
+import com.google.common.collect.ImmutableSet;
+import org.apache.skywalking.banyandb.v1.client.AbstractQuery;
+import org.apache.skywalking.banyandb.v1.client.DataPoint;
+import org.apache.skywalking.banyandb.v1.client.MeasureQuery;
+import org.apache.skywalking.banyandb.v1.client.MeasureQueryResponse;
+import org.apache.skywalking.oap.server.core.profiling.ebpf.storage.EBPFProfilingScheduleRecord;
+import org.apache.skywalking.oap.server.core.query.type.EBPFProfilingSchedule;
+import org.apache.skywalking.oap.server.core.storage.profiling.ebpf.IEBPFProfilingScheduleDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageClient;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.AbstractBanyanDBDAO;
+
+import java.io.IOException;
+import java.util.Collections;
+import java.util.List;
+import java.util.Set;
+import java.util.stream.Collectors;
+
+public class BanyanDBEBPFProfilingScheduleQueryDAO extends AbstractBanyanDBDAO implements IEBPFProfilingScheduleDAO {
+    private static final Set<String> TAGS = ImmutableSet.of(EBPFProfilingScheduleRecord.START_TIME,
+            EBPFProfilingScheduleRecord.TASK_ID,
+            EBPFProfilingScheduleRecord.PROCESS_ID,
+            EBPFProfilingScheduleRecord.END_TIME);
+
+    public BanyanDBEBPFProfilingScheduleQueryDAO(BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    @Override
+    public List<EBPFProfilingSchedule> querySchedules(String taskId) throws IOException {
+        MeasureQueryResponse resp = query(EBPFProfilingScheduleRecord.INDEX_NAME,
+                TAGS,
+                Collections.emptySet(), new QueryBuilder<MeasureQuery>() {
+                    @Override
+                    protected void apply(MeasureQuery query) {
+                        query.and(eq(EBPFProfilingScheduleRecord.TASK_ID, taskId));
+                        query.setOrderBy(new AbstractQuery.OrderBy(EBPFProfilingScheduleRecord.START_TIME, AbstractQuery.Sort.DESC));
+                    }
+                });
+
+        return resp.getDataPoints().stream().map(this::buildEBPFProfilingSchedule).collect(Collectors.toList());
+    }
+
+    private EBPFProfilingSchedule buildEBPFProfilingSchedule(DataPoint dataPoint) {
+        final EBPFProfilingSchedule schedule = new EBPFProfilingSchedule();
+        schedule.setScheduleId(dataPoint.getId());
+        schedule.setTaskId(dataPoint.getTagValue(EBPFProfilingScheduleRecord.TASK_ID));
+        schedule.setProcessId(dataPoint.getTagValue(EBPFProfilingScheduleRecord.PROCESS_ID));
+        schedule.setStartTime(((Number) dataPoint.getTagValue(EBPFProfilingScheduleRecord.START_TIME)).longValue());
+        schedule.setEndTime(((Number) dataPoint.getTagValue(EBPFProfilingScheduleRecord.END_TIME)).longValue());
+        return schedule;
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/measure/BanyanDBEventQueryDAO.java

@@ -0,0 +1,174 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.measure;
+
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.List;
+import java.util.Set;
+import java.util.stream.Collectors;
+
+import com.google.common.collect.ImmutableSet;
+import org.apache.skywalking.banyandb.v1.client.DataPoint;
+import org.apache.skywalking.banyandb.v1.client.MeasureQuery;
+import org.apache.skywalking.banyandb.v1.client.MeasureQueryResponse;
+import org.apache.skywalking.oap.server.core.analysis.Layer;
+import org.apache.skywalking.oap.server.core.query.PaginationUtils;
+import org.apache.skywalking.oap.server.core.query.enumeration.Order;
+import org.apache.skywalking.oap.server.core.query.input.Duration;
+import org.apache.skywalking.oap.server.core.query.type.event.EventQueryCondition;
+import org.apache.skywalking.oap.server.core.query.type.event.EventType;
+import org.apache.skywalking.oap.server.core.query.type.event.Events;
+import org.apache.skywalking.oap.server.core.query.type.event.Source;
+import org.apache.skywalking.oap.server.core.source.Event;
+import org.apache.skywalking.oap.server.core.storage.query.IEventQueryDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageClient;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.AbstractBanyanDBDAO;
+
+import static com.google.common.base.Strings.isNullOrEmpty;
+import static java.util.Objects.isNull;
+
+public class BanyanDBEventQueryDAO extends AbstractBanyanDBDAO implements IEventQueryDAO {
+    private static final Set<String> TAGS = ImmutableSet.of(
+            Event.UUID, Event.SERVICE, Event.SERVICE_INSTANCE, Event.ENDPOINT, Event.NAME,
+            Event.MESSAGE, Event.TYPE, Event.START_TIME, Event.END_TIME, Event.PARAMETERS, Event.LAYER);
+
+    public BanyanDBEventQueryDAO(final BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    @Override
+    public Events queryEvents(EventQueryCondition condition) throws Exception {
+        MeasureQueryResponse resp = query(Event.INDEX_NAME, TAGS,
+                Collections.emptySet(), new QueryBuilder<MeasureQuery>() {
+                    @Override
+                    protected void apply(MeasureQuery query) {
+                        if (!isNullOrEmpty(condition.getUuid())) {
+                            query.and(eq(Event.UUID, condition.getUuid()));
+                        }
+                        final Source source = condition.getSource();
+                        if (source != null) {
+                            if (!isNullOrEmpty(source.getService())) {
+                                query.and(eq(Event.SERVICE, source.getService()));
+                            }
+                            if (!isNullOrEmpty(source.getServiceInstance())) {
+                                query.and(eq(Event.SERVICE_INSTANCE, source.getServiceInstance()));
+                            }
+                            if (!isNullOrEmpty(source.getEndpoint())) {
+                                query.and(eq(Event.ENDPOINT, source.getEndpoint()));
+                            }
+                        }
+
+                        if (!isNullOrEmpty(condition.getName())) {
+                            query.and(eq(Event.NAME, condition.getName()));
+                        }
+
+                        if (condition.getType() != null) {
+                            query.and(eq(Event.TYPE, condition.getType().name()));
+                        }
+
+                        final Duration startTime = condition.getTime();
+                        if (startTime != null) {
+                            if (startTime.getStartTimestamp() > 0) {
+                                query.and(gte(Event.START_TIME, startTime.getStartTimestamp()));
+                            }
+                            if (startTime.getEndTimestamp() > 0) {
+                                query.and(lte(Event.END_TIME, startTime.getEndTimestamp()));
+                            }
+                        }
+
+                        if (!isNullOrEmpty(condition.getLayer())) {
+                            query.and(eq(Event.LAYER, Layer.valueOf(condition.getLayer()).value()));
+                        }
+                    }
+                });
+        Events events = new Events();
+        if (resp.size() == 0) {
+            return events;
+        }
+        events.setTotal(resp.size());
+        for (final DataPoint dataPoint : resp.getDataPoints()) {
+            events.getEvents().add(buildEventView(dataPoint));
+        }
+        sortEvents(events, condition);
+        return events;
+    }
+
+    @Override
+    public Events queryEvents(List<EventQueryCondition> conditionList) throws Exception {
+        Events totalEvents = new Events();
+        for (final EventQueryCondition cond : conditionList) {
+            final Events singleEvents = this.queryEvents(cond);
+            totalEvents.getEvents().addAll(singleEvents.getEvents());
+            // TODO: a simple sum but may not be accurate
+            totalEvents.setTotal(totalEvents.getTotal() + singleEvents.getTotal());
+        }
+        return totalEvents;
+    }
+
+    protected org.apache.skywalking.oap.server.core.query.type.event.Event buildEventView(
+            final DataPoint dataPoint) {
+        final org.apache.skywalking.oap.server.core.query.type.event.Event event =
+                new org.apache.skywalking.oap.server.core.query.type.event.Event();
+
+        event.setUuid(dataPoint.getTagValue(Event.UUID));
+
+        String service = dataPoint.getTagValue(Event.SERVICE);
+        String serviceInstance = dataPoint.getTagValue(Event.SERVICE_INSTANCE);
+        String endpoint = dataPoint.getTagValue(Event.ENDPOINT);
+        event.setSource(new Source(service, serviceInstance, endpoint));
+
+        event.setName(dataPoint.getTagValue(Event.NAME));
+        event.setType(EventType.parse(dataPoint.getTagValue(Event.TYPE)));
+        event.setMessage(dataPoint.getTagValue(Event.MESSAGE));
+        event.setParameters((String) dataPoint.getTagValue(Event.PARAMETERS));
+        event.setStartTime(dataPoint.getTagValue(Event.START_TIME));
+        event.setEndTime(dataPoint.getTagValue(Event.END_TIME));
+
+        event.setLayer(Layer.valueOf(((Number) dataPoint.getTagValue(Event.LAYER)).intValue()).name());
+
+        return event;
+    }
+
+    private void sortEvents(Events events, EventQueryCondition condition) {
+        if (events.getEvents().isEmpty()) {
+            return;
+        }
+
+        final Comparator<org.apache.skywalking.oap.server.core.query.type.event.Event> c =
+                buildComparator(isNull(condition.getOrder()) ? Order.DES : condition.getOrder());
+        final PaginationUtils.Page page = PaginationUtils.INSTANCE.exchange(condition.getPaging());
+        events.setEvents(
+                events.getEvents()
+                        .stream()
+                        .sorted(c)
+                        .skip(page.getFrom())
+                        .limit(page.getLimit())
+                        .collect(Collectors.toList())
+        );
+    }
+
+    private Comparator<org.apache.skywalking.oap.server.core.query.type.event.Event> buildComparator(Order queryOrder) {
+        Comparator<org.apache.skywalking.oap.server.core.query.type.event.Event> c = Comparator.comparingLong(org.apache.skywalking.oap.server.core.query.type.event.Event::getStartTime);
+        if (queryOrder == Order.DES) {
+            c = c.reversed();
+        }
+        return c;
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/measure/BanyanDBMeasureInsertRequest.java

@@ -0,0 +1,30 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.measure;
+
+import lombok.Getter;
+import lombok.RequiredArgsConstructor;
+import org.apache.skywalking.banyandb.v1.client.MeasureWrite;
+import org.apache.skywalking.oap.server.library.client.request.InsertRequest;
+
+@RequiredArgsConstructor
+@Getter
+public class BanyanDBMeasureInsertRequest implements InsertRequest {
+    private final MeasureWrite measureWrite;
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/measure/BanyanDBMeasureUpdateRequest.java

@@ -0,0 +1,30 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.measure;
+
+import lombok.Getter;
+import lombok.RequiredArgsConstructor;
+import org.apache.skywalking.banyandb.v1.client.MeasureWrite;
+import org.apache.skywalking.oap.server.library.client.request.UpdateRequest;
+
+@RequiredArgsConstructor
+@Getter
+public class BanyanDBMeasureUpdateRequest implements UpdateRequest {
+    private final MeasureWrite measureWrite;
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/measure/BanyanDBMetadataQueryDAO.java

@@ -0,0 +1,368 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.measure;
+
+import com.google.common.base.Strings;
+import com.google.common.collect.ImmutableSet;
+import com.google.gson.Gson;
+import com.google.gson.JsonElement;
+import com.google.gson.JsonObject;
+import org.apache.skywalking.banyandb.v1.client.DataPoint;
+import org.apache.skywalking.banyandb.v1.client.MeasureQuery;
+import org.apache.skywalking.banyandb.v1.client.MeasureQueryResponse;
+import org.apache.skywalking.oap.server.core.analysis.IDManager;
+import org.apache.skywalking.oap.server.core.analysis.Layer;
+import org.apache.skywalking.oap.server.core.analysis.TimeBucket;
+import org.apache.skywalking.oap.server.core.analysis.manual.endpoint.EndpointTraffic;
+import org.apache.skywalking.oap.server.core.analysis.manual.instance.InstanceTraffic;
+import org.apache.skywalking.oap.server.core.analysis.manual.process.ProcessDetectType;
+import org.apache.skywalking.oap.server.core.analysis.manual.process.ProcessTraffic;
+import org.apache.skywalking.oap.server.core.analysis.manual.service.ServiceTraffic;
+import org.apache.skywalking.oap.server.core.query.enumeration.Language;
+import org.apache.skywalking.oap.server.core.query.enumeration.ProfilingSupportStatus;
+import org.apache.skywalking.oap.server.core.query.type.Attribute;
+import org.apache.skywalking.oap.server.core.query.type.Endpoint;
+import org.apache.skywalking.oap.server.core.query.type.Process;
+import org.apache.skywalking.oap.server.core.query.type.Service;
+import org.apache.skywalking.oap.server.core.query.type.ServiceInstance;
+import org.apache.skywalking.oap.server.core.storage.query.IMetadataQueryDAO;
+import org.apache.skywalking.oap.server.library.util.StringUtil;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageClient;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.AbstractBanyanDBDAO;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.function.Function;
+import java.util.stream.Collectors;
+
+import static org.apache.skywalking.oap.server.core.analysis.manual.instance.InstanceTraffic.PropertyUtil.LANGUAGE;
+
+public class BanyanDBMetadataQueryDAO extends AbstractBanyanDBDAO implements IMetadataQueryDAO {
+    private static final Set<String> SERVICE_TRAFFIC_TAGS = ImmutableSet.of(ServiceTraffic.NAME,
+            ServiceTraffic.SHORT_NAME, ServiceTraffic.GROUP, ServiceTraffic.LAYER, ServiceTraffic.SERVICE_ID);
+
+    private static final Set<String> INSTANCE_TRAFFIC_TAGS = ImmutableSet.of(InstanceTraffic.NAME,
+            InstanceTraffic.PROPERTIES, InstanceTraffic.LAST_PING_TIME_BUCKET, InstanceTraffic.SERVICE_ID);
+
+    private static final Set<String> INSTANCE_TRAFFIC_COMPACT_TAGS = ImmutableSet.of(InstanceTraffic.NAME,
+            InstanceTraffic.PROPERTIES);
+
+    private static final Set<String> ENDPOINT_TRAFFIC_TAGS = ImmutableSet.of(EndpointTraffic.NAME,
+            EndpointTraffic.SERVICE_ID);
+
+    private static final Set<String> PROCESS_TRAFFIC_TAGS = ImmutableSet.of(ProcessTraffic.NAME,
+            ProcessTraffic.SERVICE_ID, ProcessTraffic.INSTANCE_ID, ProcessTraffic.AGENT_ID, ProcessTraffic.DETECT_TYPE,
+            ProcessTraffic.PROPERTIES, ProcessTraffic.LABELS_JSON, ProcessTraffic.LAST_PING_TIME_BUCKET,
+            ProcessTraffic.PROFILING_SUPPORT_STATUS);
+
+    private static final Set<String> PROCESS_TRAFFIC_COMPACT_TAGS = ImmutableSet.of(ProcessTraffic.NAME,
+            ProcessTraffic.SERVICE_ID, ProcessTraffic.INSTANCE_ID, ProcessTraffic.AGENT_ID, ProcessTraffic.DETECT_TYPE,
+            ProcessTraffic.PROPERTIES, ProcessTraffic.LABELS_JSON);
+
+    private static final Gson GSON = new Gson();
+
+    public BanyanDBMetadataQueryDAO(BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    @Override
+    public List<Service> listServices(String layer, String group) throws IOException {
+        MeasureQueryResponse resp = query(ServiceTraffic.INDEX_NAME,
+                SERVICE_TRAFFIC_TAGS,
+                Collections.emptySet(), new QueryBuilder<MeasureQuery>() {
+                    @Override
+                    protected void apply(MeasureQuery query) {
+                        if (StringUtil.isNotEmpty(group)) {
+                            query.and(eq(ServiceTraffic.GROUP, group));
+                        }
+                        if (StringUtil.isNotEmpty(layer)) {
+                            query.and(eq(ServiceTraffic.LAYER, Layer.valueOf(layer).value()));
+                        }
+                    }
+                });
+
+        final List<Service> services = new ArrayList<>();
+
+        for (final DataPoint dataPoint : resp.getDataPoints()) {
+            services.add(buildService(dataPoint));
+        }
+
+        return services;
+    }
+
+    @Override
+    public List<Service> getServices(String serviceId) throws IOException {
+        MeasureQueryResponse resp = query(ServiceTraffic.INDEX_NAME,
+                SERVICE_TRAFFIC_TAGS,
+                Collections.emptySet(), new QueryBuilder<MeasureQuery>() {
+                    @Override
+                    protected void apply(MeasureQuery query) {
+                        if (StringUtil.isNotEmpty(serviceId)) {
+                            query.and(eq(ServiceTraffic.SERVICE_ID, serviceId));
+                        }
+                    }
+                });
+
+        final List<Service> services = new ArrayList<>();
+
+        for (final DataPoint dataPoint : resp.getDataPoints()) {
+            services.add(buildService(dataPoint));
+        }
+
+        return services;
+    }
+
+    @Override
+    public List<ServiceInstance> listInstances(long startTimestamp, long endTimestamp, String serviceId) throws IOException {
+        MeasureQueryResponse resp = query(InstanceTraffic.INDEX_NAME,
+                INSTANCE_TRAFFIC_TAGS,
+                Collections.emptySet(),
+                new QueryBuilder<MeasureQuery>() {
+                    @Override
+                    protected void apply(MeasureQuery query) {
+                        if (StringUtil.isNotEmpty(serviceId)) {
+                            query.and(eq(InstanceTraffic.SERVICE_ID, serviceId));
+                        }
+                        final long minuteTimeBucket = TimeBucket.getMinuteTimeBucket(startTimestamp);
+                        query.and(gte(InstanceTraffic.LAST_PING_TIME_BUCKET, minuteTimeBucket));
+                    }
+                });
+
+        final List<ServiceInstance> instances = new ArrayList<>();
+
+        for (final DataPoint dataPoint : resp.getDataPoints()) {
+            instances.add(buildInstance(dataPoint));
+        }
+
+        return instances;
+    }
+
+    @Override
+    public ServiceInstance getInstance(String instanceId) throws IOException {
+        MeasureQueryResponse resp = query(InstanceTraffic.INDEX_NAME,
+                INSTANCE_TRAFFIC_COMPACT_TAGS,
+                Collections.emptySet(),
+                new QueryBuilder<MeasureQuery>() {
+                    @Override
+                    protected void apply(MeasureQuery query) {
+                        if (StringUtil.isNotEmpty(instanceId)) {
+                            query.andWithID(instanceId);
+                        }
+                    }
+                });
+
+        return resp.size() > 0 ? buildInstance(resp.getDataPoints().get(0)) : null;
+    }
+
+    @Override
+    public List<Endpoint> findEndpoint(String keyword, String serviceId, int limit) throws IOException {
+        MeasureQueryResponse resp = query(EndpointTraffic.INDEX_NAME,
+                ENDPOINT_TRAFFIC_TAGS,
+                Collections.emptySet(),
+                new QueryBuilder<MeasureQuery>() {
+                    @Override
+                    protected void apply(MeasureQuery query) {
+                        if (StringUtil.isNotEmpty(serviceId)) {
+                            query.and(eq(EndpointTraffic.SERVICE_ID, serviceId));
+                        }
+                    }
+                });
+
+        final List<Endpoint> endpoints = new ArrayList<>();
+
+        for (final DataPoint dataPoint : resp.getDataPoints()) {
+            endpoints.add(buildEndpoint(dataPoint));
+        }
+
+        if (StringUtil.isNotEmpty(serviceId)) {
+            return endpoints.stream().filter(e -> e.getName().contains(keyword)).collect(Collectors.toList());
+        }
+        return endpoints;
+    }
+
+    @Override
+    public List<Process> listProcesses(String serviceId, String instanceId, String agentId, ProfilingSupportStatus profilingSupportStatus, long lastPingStartTimeBucket, long lastPingEndTimeBucket) throws IOException {
+        MeasureQueryResponse resp = query(ProcessTraffic.INDEX_NAME,
+                PROCESS_TRAFFIC_TAGS,
+                Collections.emptySet(),
+                new QueryBuilder<MeasureQuery>() {
+                    @Override
+                    protected void apply(MeasureQuery query) {
+                        if (StringUtil.isNotEmpty(serviceId)) {
+                            query.and(eq(ProcessTraffic.SERVICE_ID, serviceId));
+                        }
+                        if (StringUtil.isNotEmpty(instanceId)) {
+                            query.and(eq(ProcessTraffic.INSTANCE_ID, instanceId));
+                        }
+                        if (StringUtil.isNotEmpty(agentId)) {
+                            query.and(eq(ProcessTraffic.AGENT_ID, agentId));
+                        }
+                        if (lastPingStartTimeBucket > 0) {
+                            query.and(gte(ProcessTraffic.LAST_PING_TIME_BUCKET, lastPingStartTimeBucket));
+                        }
+                        if (lastPingEndTimeBucket > 0) {
+                            query.and(lte(ProcessTraffic.LAST_PING_TIME_BUCKET, lastPingEndTimeBucket));
+                        }
+                        if (profilingSupportStatus != null) {
+                            query.and(eq(ProcessTraffic.PROFILING_SUPPORT_STATUS, profilingSupportStatus.value()));
+                        }
+                    }
+                });
+
+        final List<Process> processes = new ArrayList<>();
+
+        for (final DataPoint dataPoint : resp.getDataPoints()) {
+            processes.add(buildProcess(dataPoint));
+        }
+
+        return processes;
+    }
+
+    @Override
+    public long getProcessesCount(String serviceId, String instanceId, String agentId, ProfilingSupportStatus profilingSupportStatus, long lastPingStartTimeBucket, long lastPingEndTimeBucket) throws IOException {
+        MeasureQueryResponse resp = query(ProcessTraffic.INDEX_NAME,
+                PROCESS_TRAFFIC_TAGS,
+                Collections.emptySet(),
+                new QueryBuilder<MeasureQuery>() {
+                    @Override
+                    protected void apply(MeasureQuery query) {
+                        if (StringUtil.isNotEmpty(serviceId)) {
+                            query.and(eq(ProcessTraffic.SERVICE_ID, serviceId));
+                        }
+                        if (StringUtil.isNotEmpty(instanceId)) {
+                            query.and(eq(ProcessTraffic.INSTANCE_ID, instanceId));
+                        }
+                        if (StringUtil.isNotEmpty(agentId)) {
+                            query.and(eq(ProcessTraffic.AGENT_ID, instanceId));
+                        }
+                        if (lastPingStartTimeBucket > 0) {
+                            query.and(gte(ProcessTraffic.LAST_PING_TIME_BUCKET, lastPingStartTimeBucket));
+                        }
+                        if (lastPingEndTimeBucket > 0) {
+                            query.and(lte(ProcessTraffic.LAST_PING_TIME_BUCKET, lastPingEndTimeBucket));
+                        }
+                        if (profilingSupportStatus != null) {
+                            query.and(eq(ProcessTraffic.PROFILING_SUPPORT_STATUS, profilingSupportStatus.value()));
+                        }
+                    }
+                });
+
+        return resp.getDataPoints()
+                .stream()
+                .collect(Collectors.groupingBy((Function<DataPoint, String>) dataPoint -> dataPoint.getTagValue(ProcessTraffic.PROPERTIES)))
+                .size();
+    }
+
+    @Override
+    public Process getProcess(String processId) throws IOException {
+        MeasureQueryResponse resp = query(ProcessTraffic.INDEX_NAME,
+                PROCESS_TRAFFIC_COMPACT_TAGS,
+                Collections.emptySet(),
+                new QueryBuilder<MeasureQuery>() {
+                    @Override
+                    protected void apply(MeasureQuery query) {
+                        if (StringUtil.isNotEmpty(processId)) {
+                            query.andWithID(processId);
+                        }
+                    }
+                });
+
+        return resp.size() > 0 ? buildProcess(resp.getDataPoints().get(0)) : null;
+    }
+
+    private Service buildService(DataPoint dataPoint) {
+        Service service = new Service();
+        service.setId(dataPoint.getTagValue(ServiceTraffic.SERVICE_ID));
+        service.setName(dataPoint.getTagValue(ServiceTraffic.NAME));
+        service.setShortName(dataPoint.getTagValue(ServiceTraffic.SHORT_NAME));
+        service.setGroup(dataPoint.getTagValue(ServiceTraffic.GROUP));
+        service.getLayers().add(Layer.valueOf(((Number) dataPoint.getTagValue(ServiceTraffic.LAYER)).intValue()).name());
+        return service;
+    }
+
+    private ServiceInstance buildInstance(DataPoint dataPoint) {
+        ServiceInstance serviceInstance = new ServiceInstance();
+        serviceInstance.setId(dataPoint.getId());
+        serviceInstance.setName(dataPoint.getTagValue(InstanceTraffic.NAME));
+        serviceInstance.setInstanceUUID(dataPoint.getId());
+
+        final String propString = dataPoint.getTagValue(InstanceTraffic.PROPERTIES);
+        JsonObject properties = null;
+        if (StringUtil.isNotEmpty(propString)) {
+            properties = GSON.fromJson(propString, JsonObject.class);
+        }
+        if (properties != null) {
+            for (Map.Entry<String, JsonElement> property : properties.entrySet()) {
+                String key = property.getKey();
+                String value = property.getValue().getAsString();
+                if (key.equals(LANGUAGE)) {
+                    serviceInstance.setLanguage(Language.value(value));
+                } else {
+                    serviceInstance.getAttributes().add(new Attribute(key, value));
+                }
+            }
+        } else {
+            serviceInstance.setLanguage(Language.UNKNOWN);
+        }
+
+        return serviceInstance;
+    }
+
+    private Endpoint buildEndpoint(DataPoint dataPoint) {
+        Endpoint endpoint = new Endpoint();
+        endpoint.setId(dataPoint.getId());
+        endpoint.setName(dataPoint.getTagValue(EndpointTraffic.NAME));
+        return endpoint;
+    }
+
+    private Process buildProcess(DataPoint dataPoint) {
+        Process process = new Process();
+
+        process.setId(dataPoint.getId());
+        process.setName(dataPoint.getTagValue(ProcessTraffic.NAME));
+        String serviceId = dataPoint.getTagValue(ProcessTraffic.SERVICE_ID);
+        process.setServiceId(serviceId);
+        process.setServiceName(IDManager.ServiceID.analysisId(serviceId).getName());
+        String instanceId = dataPoint.getTagValue(ProcessTraffic.INSTANCE_ID);
+        process.setInstanceId(instanceId);
+        process.setInstanceName(IDManager.ServiceInstanceID.analysisId(instanceId).getName());
+        process.setAgentId(dataPoint.getTagValue(ProcessTraffic.AGENT_ID));
+        process.setDetectType(ProcessDetectType.valueOf(((Number) dataPoint.getTagValue(ProcessTraffic.DETECT_TYPE)).intValue()).name());
+
+        String propString = dataPoint.getTagValue(ProcessTraffic.PROPERTIES);
+        if (!Strings.isNullOrEmpty(propString)) {
+            JsonObject properties = GSON.fromJson(propString, JsonObject.class);
+            for (Map.Entry<String, JsonElement> property : properties.entrySet()) {
+                String key = property.getKey();
+                String value = property.getValue().getAsString();
+                process.getAttributes().add(new Attribute(key, value));
+            }
+        }
+        String labelJson = dataPoint.getTagValue(ProcessTraffic.LABELS_JSON);
+        if (!Strings.isNullOrEmpty(labelJson)) {
+            List<String> labels = GSON.<List<String>>fromJson(labelJson, ArrayList.class);
+            process.getLabels().addAll(labels);
+        }
+        return process;
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/measure/BanyanDBMetricsDAO.java

@@ -0,0 +1,108 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.measure;
+
+import lombok.extern.slf4j.Slf4j;
+import org.apache.skywalking.banyandb.v1.client.DataPoint;
+import org.apache.skywalking.banyandb.v1.client.MeasureQuery;
+import org.apache.skywalking.banyandb.v1.client.MeasureQueryResponse;
+import org.apache.skywalking.banyandb.v1.client.MeasureWrite;
+import org.apache.skywalking.oap.server.core.analysis.TimeBucket;
+import org.apache.skywalking.oap.server.core.analysis.metrics.Metrics;
+import org.apache.skywalking.oap.server.core.storage.IMetricsDAO;
+import org.apache.skywalking.oap.server.core.storage.model.Model;
+import org.apache.skywalking.oap.server.core.storage.type.StorageBuilder;
+import org.apache.skywalking.oap.server.library.client.request.InsertRequest;
+import org.apache.skywalking.oap.server.library.client.request.UpdateRequest;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBConverter;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageClient;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.MetadataRegistry;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.AbstractBanyanDBDAO;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+
+@Slf4j
+public class BanyanDBMetricsDAO extends AbstractBanyanDBDAO implements IMetricsDAO {
+    private final StorageBuilder<Metrics> storageBuilder;
+
+    public BanyanDBMetricsDAO(BanyanDBStorageClient client, StorageBuilder<Metrics> storageBuilder) {
+        super(client);
+        this.storageBuilder = storageBuilder;
+    }
+
+    @Override
+    public List<Metrics> multiGet(Model model, List<Metrics> metrics) throws IOException {
+        log.info("multiGet {} from BanyanDB", model.getName());
+        MetadataRegistry.Schema schema = MetadataRegistry.INSTANCE.findMetadata(model.getName());
+        if (schema == null) {
+            throw new IOException(model.getName() + " is not registered");
+        }
+        // TODO: add time range
+        List<Metrics> metricsInStorage = new ArrayList<>(metrics.size());
+        for (final Metrics missCachedMetric : metrics) {
+            MeasureQueryResponse resp = query(model.getName(), schema.getTags(), schema.getFields(), new QueryBuilder<MeasureQuery>() {
+                @Override
+                protected void apply(MeasureQuery query) {
+                    query.andWithID(missCachedMetric.id());
+                }
+            });
+            if (resp.size() == 0) {
+                continue;
+            }
+            for (final DataPoint dataPoint : resp.getDataPoints()) {
+                metricsInStorage.add(storageBuilder.storage2Entity(new BanyanDBConverter.StorageToMeasure(model.getName(), dataPoint)));
+            }
+        }
+        return metricsInStorage;
+    }
+
+    @Override
+    public InsertRequest prepareBatchInsert(Model model, Metrics metrics) throws IOException {
+        log.info("prepare to insert {}", model.getName());
+        MetadataRegistry.Schema schema = MetadataRegistry.INSTANCE.findMetadata(model.getName());
+        if (schema == null) {
+            throw new IOException(model.getName() + " is not registered");
+        }
+        MeasureWrite measureWrite = new MeasureWrite(schema.getMetadata().getGroup(), // group name
+                model.getName(), // index-name
+                TimeBucket.getTimestamp(metrics.getTimeBucket(), model.getDownsampling())); // timestamp
+        final BanyanDBConverter.MeasureToStorage toStorage = new BanyanDBConverter.MeasureToStorage(schema, measureWrite);
+        storageBuilder.entity2Storage(metrics, toStorage);
+        toStorage.acceptID(metrics.id());
+        return new BanyanDBMeasureInsertRequest(toStorage.obtain());
+    }
+
+    @Override
+    public UpdateRequest prepareBatchUpdate(Model model, Metrics metrics) throws IOException {
+        log.info("prepare to update {}", model.getName());
+        MetadataRegistry.Schema schema = MetadataRegistry.INSTANCE.findMetadata(model.getName());
+        if (schema == null) {
+            throw new IOException(model.getName() + " is not registered");
+        }
+        MeasureWrite measureWrite = new MeasureWrite(schema.getMetadata().getGroup(), // group name
+                model.getName(), // index-name
+                TimeBucket.getTimestamp(metrics.getTimeBucket(), model.getDownsampling())); // timestamp
+        final BanyanDBConverter.MeasureToStorage toStorage = new BanyanDBConverter.MeasureToStorage(schema, measureWrite);
+        storageBuilder.entity2Storage(metrics, toStorage);
+        toStorage.acceptID(metrics.id());
+        return new BanyanDBMeasureUpdateRequest(toStorage.obtain());
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/measure/BanyanDBMetricsQueryDAO.java

@@ -0,0 +1,220 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.measure;
+
+import com.google.common.collect.ImmutableSet;
+import org.apache.skywalking.banyandb.v1.client.DataPoint;
+import org.apache.skywalking.banyandb.v1.client.MeasureQuery;
+import org.apache.skywalking.banyandb.v1.client.MeasureQueryResponse;
+import org.apache.skywalking.banyandb.v1.client.TimestampRange;
+import org.apache.skywalking.oap.server.core.analysis.metrics.DataTable;
+import org.apache.skywalking.oap.server.core.analysis.metrics.HistogramMetrics;
+import org.apache.skywalking.oap.server.core.analysis.metrics.Metrics;
+import org.apache.skywalking.oap.server.core.query.PointOfTime;
+import org.apache.skywalking.oap.server.core.query.input.Duration;
+import org.apache.skywalking.oap.server.core.query.input.MetricsCondition;
+import org.apache.skywalking.oap.server.core.query.sql.Function;
+import org.apache.skywalking.oap.server.core.query.type.HeatMap;
+import org.apache.skywalking.oap.server.core.query.type.IntValues;
+import org.apache.skywalking.oap.server.core.query.type.KVInt;
+import org.apache.skywalking.oap.server.core.query.type.MetricsValues;
+import org.apache.skywalking.oap.server.core.storage.annotation.ValueColumnMetadata;
+import org.apache.skywalking.oap.server.core.storage.query.IMetricsQueryDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageClient;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.MetadataRegistry;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.AbstractBanyanDBDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.util.ByteUtil;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+
+public class BanyanDBMetricsQueryDAO extends AbstractBanyanDBDAO implements IMetricsQueryDAO {
+    public BanyanDBMetricsQueryDAO(BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    @Override
+    public long readMetricsValue(MetricsCondition condition, String valueColumnName, Duration duration) throws IOException {
+        int defaultValue = ValueColumnMetadata.INSTANCE.getDefaultValue(condition.getName());
+        Function function = ValueColumnMetadata.INSTANCE.getValueFunction(condition.getName());
+        if (function == Function.Latest) {
+            return readMetricsValues(condition, valueColumnName, duration)
+                    .getValues().latestValue(defaultValue);
+        }
+
+        final String modelName = condition.getName();
+        TimestampRange timestampRange = new TimestampRange(duration.getStartTimestamp(), duration.getEndTimestamp());
+        final MeasureQueryResponse resp = query(modelName,
+                ImmutableSet.of(Metrics.ENTITY_ID),
+                ImmutableSet.of(valueColumnName),
+                timestampRange,
+                new QueryBuilder<MeasureQuery>() {
+                    @Override
+                    protected void apply(MeasureQuery query) {
+                        buildAggregationQuery(query, valueColumnName, function);
+                        if (condition.getEntity().buildId() != null) {
+                            query.and(eq(Metrics.ENTITY_ID, condition.getEntity().buildId()));
+                        }
+                    }
+                });
+
+        for (DataPoint dataPoint : resp.getDataPoints()) {
+            return ((Number) dataPoint.getFieldValue(valueColumnName)).longValue();
+        }
+        return defaultValue;
+    }
+
+    private void buildAggregationQuery(MeasureQuery query, String valueColumnName, Function function) {
+        switch (function) {
+            case Sum:
+                query.sumBy(valueColumnName, Collections.singleton(Metrics.ENTITY_ID));
+                break;
+            case Avg:
+            default:
+                query.meanBy(valueColumnName, Collections.singleton(Metrics.ENTITY_ID));
+                break;
+        }
+    }
+
+    @Override
+    public MetricsValues readMetricsValues(MetricsCondition condition, String valueColumnName, Duration duration) throws IOException {
+        String modelName = condition.getName();
+        MetadataRegistry.Schema schema = MetadataRegistry.INSTANCE.findMetadata(modelName);
+        if (schema == null) {
+            throw new IOException("schema is not registered");
+        }
+        final List<PointOfTime> pointOfTimes = duration.assembleDurationPoints();
+        final List<String> ids = pointOfTimes.stream().map(pointOfTime -> {
+            String id = pointOfTime.id(condition.getEntity().buildId());
+            return id;
+        }).collect(Collectors.toList());
+
+        MetricsValues metricsValues = new MetricsValues();
+        Map<String, DataPoint> idMap = queryIDs(modelName, valueColumnName, ids);
+        if (!idMap.isEmpty()) {
+            // Label is null, because in readMetricsValues, no label parameter.
+            IntValues intValues = metricsValues.getValues();
+            for (String id : ids) {
+                KVInt kvInt = new KVInt();
+                kvInt.setId(id);
+                kvInt.setValue(0);
+                if (idMap.containsKey(id)) {
+                    DataPoint dataPoint = idMap.get(id);
+                    kvInt.setValue(extractFieldValue(schema, valueColumnName, dataPoint));
+                } else {
+                    kvInt.setValue(ValueColumnMetadata.INSTANCE.getDefaultValue(condition.getName()));
+                }
+                intValues.addKVInt(kvInt);
+            }
+        }
+
+        metricsValues.setValues(
+                Util.sortValues(
+                        metricsValues.getValues(), ids, ValueColumnMetadata.INSTANCE.getDefaultValue(condition.getName()))
+        );
+
+        return metricsValues;
+    }
+
+    private long extractFieldValue(MetadataRegistry.Schema schema, String fieldName, DataPoint dataPoint) throws IOException {
+        MetadataRegistry.ColumnSpec spec = schema.getSpec(fieldName);
+        if (spec == null) {
+            throw new IOException("field is not registered");
+        }
+        if (double.class.equals(spec.getColumnClass())) {
+            return ByteUtil.bytes2Double(dataPoint.getFieldValue(fieldName)).longValue();
+        } else {
+            return ((Number) dataPoint.getFieldValue(fieldName)).longValue();
+        }
+    }
+
+    @Override
+    public List<MetricsValues> readLabeledMetricsValues(MetricsCondition condition, String valueColumnName, List<String> labels, Duration duration) throws IOException {
+        final List<PointOfTime> pointOfTimes = duration.assembleDurationPoints();
+        String modelName = condition.getName();
+        List<String> ids = new ArrayList<>(pointOfTimes.size());
+        pointOfTimes.forEach(pointOfTime -> {
+            String id = pointOfTime.id(condition.getEntity().buildId());
+            ids.add(id);
+        });
+
+        Map<String, DataPoint> idMap = queryIDs(modelName, valueColumnName, ids);
+        Map<String, DataTable> dataTableMap = new HashMap<>(idMap.size());
+        for (final Map.Entry<String, DataPoint> entry : idMap.entrySet()) {
+            dataTableMap.put(
+                    entry.getKey(),
+                    new DataTable(entry.getValue().getFieldValue(valueColumnName))
+            );
+        }
+
+        return Util.composeLabelValue(condition, labels, ids, dataTableMap);
+    }
+
+    @Override
+    public HeatMap readHeatMap(MetricsCondition condition, String valueColumnName, Duration duration) throws IOException {
+        final List<PointOfTime> pointOfTimes = duration.assembleDurationPoints();
+        String modelName = condition.getName();
+        List<String> ids = new ArrayList<>(pointOfTimes.size());
+        pointOfTimes.forEach(pointOfTime -> {
+            String id = pointOfTime.id(condition.getEntity().buildId());
+            ids.add(id);
+        });
+
+        HeatMap heatMap = new HeatMap();
+        Map<String, DataPoint> idMap = queryIDs(modelName, valueColumnName, ids);
+
+        if (idMap.isEmpty()) {
+            return heatMap;
+        }
+
+        final int defaultValue = ValueColumnMetadata.INSTANCE.getDefaultValue(condition.getName());
+        for (String id : ids) {
+            DataPoint dataPoint = idMap.get(id);
+            if (dataPoint != null) {
+                String value = dataPoint.getFieldValue(HistogramMetrics.DATASET);
+                heatMap.buildColumn(id, value, defaultValue);
+            }
+        }
+
+        heatMap.fixMissingColumns(ids, defaultValue);
+
+        return heatMap;
+    }
+
+    private Map<String, DataPoint> queryIDs(String modelName, String valueColumnName, List<String> measureIDs) throws IOException {
+        Map<String, DataPoint> map = new HashMap<>(measureIDs.size());
+        for (final String id : measureIDs) {
+            MeasureQueryResponse resp = query(modelName, Collections.emptySet(), ImmutableSet.of(valueColumnName), new QueryBuilder<MeasureQuery>() {
+                @Override
+                protected void apply(MeasureQuery query) {
+                    query.andWithID(id);
+                }
+            });
+            if (resp.size() > 0) {
+                map.putIfAbsent(resp.getDataPoints().get(0).getId(), resp.getDataPoints().get(0));
+            }
+        }
+        return map;
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/measure/BanyanDBNetworkAddressAliasDAO.java

@@ -0,0 +1,75 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.measure;
+
+import com.google.common.collect.ImmutableSet;
+
+import java.io.IOException;
+import java.util.Collections;
+import java.util.List;
+import java.util.Set;
+import java.util.stream.Collectors;
+
+import lombok.extern.slf4j.Slf4j;
+import org.apache.skywalking.banyandb.v1.client.MeasureQuery;
+import org.apache.skywalking.banyandb.v1.client.MeasureQueryResponse;
+import org.apache.skywalking.oap.server.core.analysis.manual.networkalias.NetworkAddressAlias;
+import org.apache.skywalking.oap.server.core.storage.cache.INetworkAddressAliasDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBConverter.StorageToMeasure;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageClient;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.AbstractBanyanDBDAO;
+
+@Slf4j
+public class BanyanDBNetworkAddressAliasDAO extends AbstractBanyanDBDAO implements INetworkAddressAliasDAO {
+    private final NetworkAddressAlias.Builder builder = new NetworkAddressAlias.Builder();
+
+    private static final Set<String> TAGS = ImmutableSet.of(NetworkAddressAlias.ADDRESS,
+            NetworkAddressAlias.TIME_BUCKET, NetworkAddressAlias.LAST_UPDATE_TIME_BUCKET,
+            NetworkAddressAlias.REPRESENT_SERVICE_ID, NetworkAddressAlias.REPRESENT_SERVICE_INSTANCE_ID);
+
+    public BanyanDBNetworkAddressAliasDAO(final BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    @Override
+    public List<NetworkAddressAlias> loadLastUpdate(long timeBucket) {
+        try {
+            MeasureQueryResponse resp = query(
+                    NetworkAddressAlias.INDEX_NAME,
+                    TAGS,
+                    Collections.emptySet(),
+                    new QueryBuilder<MeasureQuery>() {
+                        @Override
+                        protected void apply(final MeasureQuery query) {
+                            query.and(gte(NetworkAddressAlias.LAST_UPDATE_TIME_BUCKET, timeBucket));
+                        }
+                    }
+            );
+            return resp.getDataPoints()
+                    .stream()
+                    .map(
+                            point -> builder.storage2Entity(new StorageToMeasure(NetworkAddressAlias.INDEX_NAME, point))
+                    )
+                    .collect(Collectors.toList());
+        } catch (IOException e) {
+            log.error(e.getMessage(), e);
+        }
+        return Collections.emptyList();
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/measure/BanyanDBServiceLabelDAO.java

@@ -0,0 +1,55 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.measure;
+
+import com.google.common.collect.ImmutableSet;
+
+import java.io.IOException;
+import java.util.Collections;
+import java.util.List;
+import java.util.Set;
+import java.util.stream.Collectors;
+
+import org.apache.skywalking.banyandb.v1.client.MeasureQuery;
+import org.apache.skywalking.oap.server.core.analysis.manual.process.ServiceLabelRecord;
+import org.apache.skywalking.oap.server.core.storage.profiling.ebpf.IServiceLabelDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageClient;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.AbstractBanyanDBDAO;
+
+public class BanyanDBServiceLabelDAO extends AbstractBanyanDBDAO implements IServiceLabelDAO {
+    private static final Set<String> TAGS = ImmutableSet.of(ServiceLabelRecord.LABEL, ServiceLabelRecord.SERVICE_ID);
+
+    public BanyanDBServiceLabelDAO(final BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    @Override
+    public List<String> queryAllLabels(String serviceId) throws IOException {
+        return query(ServiceLabelRecord.INDEX_NAME, TAGS,
+                Collections.emptySet(), new QueryBuilder<MeasureQuery>() {
+                    @Override
+                    protected void apply(final MeasureQuery query) {
+                        query.and(eq(ServiceLabelRecord.SERVICE_ID, serviceId));
+                    }
+                }).getDataPoints()
+                .stream()
+                .map(point -> (String) point.getTagValue(ServiceLabelRecord.LABEL))
+                .collect(Collectors.toList());
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/measure/BanyanDBTagAutocompleteQueryDAO.java

@@ -0,0 +1,108 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.measure;
+
+import com.google.common.collect.ImmutableSet;
+import org.apache.skywalking.banyandb.v1.client.DataPoint;
+import org.apache.skywalking.banyandb.v1.client.MeasureQuery;
+import org.apache.skywalking.banyandb.v1.client.MeasureQueryResponse;
+import org.apache.skywalking.banyandb.v1.client.TimestampRange;
+import org.apache.skywalking.oap.server.core.analysis.TimeBucket;
+import org.apache.skywalking.oap.server.core.analysis.manual.searchtag.TagAutocompleteData;
+import org.apache.skywalking.oap.server.core.analysis.manual.searchtag.TagType;
+import org.apache.skywalking.oap.server.core.storage.query.ITagAutoCompleteQueryDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageClient;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.AbstractBanyanDBDAO;
+
+import java.io.IOException;
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.Set;
+
+public class BanyanDBTagAutocompleteQueryDAO extends AbstractBanyanDBDAO implements ITagAutoCompleteQueryDAO {
+    private static final Set<String> TAGS_KEY = ImmutableSet.of(TagAutocompleteData.TAG_TYPE,
+            TagAutocompleteData.TAG_KEY);
+
+    private static final Set<String> TAGS_KV = ImmutableSet.of(TagAutocompleteData.TAG_TYPE,
+            TagAutocompleteData.TAG_KEY, TagAutocompleteData.TAG_VALUE);
+
+    public BanyanDBTagAutocompleteQueryDAO(BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    @Override
+    public Set<String> queryTagAutocompleteKeys(TagType tagType, long startSecondTB, long endSecondTB) throws IOException {
+        TimestampRange range = null;
+        if (startSecondTB > 0 && endSecondTB > 0) {
+            range = new TimestampRange(TimeBucket.getTimestamp(startSecondTB), TimeBucket.getTimestamp(endSecondTB));
+        }
+        MeasureQueryResponse resp = query(TagAutocompleteData.INDEX_NAME,
+                TAGS_KEY, Collections.emptySet(),
+                range,
+                new QueryBuilder<MeasureQuery>() {
+                    @Override
+                    protected void apply(MeasureQuery query) {
+                        query.groupBy(ImmutableSet.of(TagAutocompleteData.TAG_KEY));
+                        query.and(eq(TagAutocompleteData.TAG_TYPE, tagType.name()));
+                    }
+                }
+        );
+
+        if (resp.size() == 0) {
+            return Collections.emptySet();
+        }
+
+        Set<String> keys = new HashSet<>();
+        for (final DataPoint dp : resp.getDataPoints()) {
+            keys.add(dp.getTagValue(TagAutocompleteData.TAG_KEY));
+        }
+        return keys;
+    }
+
+    @Override
+    public Set<String> queryTagAutocompleteValues(TagType tagType, String tagKey, int limit, long startSecondTB, long endSecondTB) throws IOException {
+        TimestampRange range = null;
+        if (startSecondTB > 0 && endSecondTB > 0) {
+            range = new TimestampRange(TimeBucket.getTimestamp(startSecondTB), TimeBucket.getTimestamp(endSecondTB));
+        }
+        MeasureQueryResponse resp = query(TagAutocompleteData.INDEX_NAME,
+                TAGS_KV, Collections.emptySet(),
+                range,
+                new QueryBuilder<MeasureQuery>() {
+                    @Override
+                    protected void apply(MeasureQuery query) {
+                        query.groupBy(ImmutableSet.of(TagAutocompleteData.TAG_VALUE));
+                        query.setLimit(limit);
+                        query.and(eq(TagAutocompleteData.TAG_TYPE, tagType.name()));
+                        query.and(eq(TagAutocompleteData.TAG_KEY, tagKey));
+                    }
+                }
+        );
+
+        if (resp.size() == 0) {
+            return Collections.emptySet();
+        }
+
+        Set<String> values = new HashSet<>();
+        for (final DataPoint dp : resp.getDataPoints()) {
+            values.add(dp.getTagValue(TagAutocompleteData.TAG_VALUE));
+        }
+        return values;
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/measure/BanyanDBTopologyQueryDAO.java

@@ -0,0 +1,232 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.measure;
+
+import com.google.common.collect.ImmutableSet;
+import org.apache.skywalking.banyandb.v1.client.MeasureQuery;
+import org.apache.skywalking.banyandb.v1.client.MeasureQueryResponse;
+import org.apache.skywalking.banyandb.v1.client.TimestampRange;
+import org.apache.skywalking.oap.server.core.UnexpectedException;
+import org.apache.skywalking.oap.server.core.analysis.TimeBucket;
+import org.apache.skywalking.oap.server.core.analysis.manual.relation.endpoint.EndpointRelationServerSideMetrics;
+import org.apache.skywalking.oap.server.core.analysis.manual.relation.instance.ServiceInstanceRelationServerSideMetrics;
+import org.apache.skywalking.oap.server.core.analysis.manual.relation.service.ServiceRelationClientSideMetrics;
+import org.apache.skywalking.oap.server.core.analysis.manual.relation.service.ServiceRelationServerSideMetrics;
+import org.apache.skywalking.oap.server.core.query.type.Call;
+import org.apache.skywalking.oap.server.core.source.DetectPoint;
+import org.apache.skywalking.oap.server.core.storage.query.ITopologyQueryDAO;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.skywalking.oap.server.library.util.CollectionUtils;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageClient;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.stream.AbstractBanyanDBDAO;
+
+public class BanyanDBTopologyQueryDAO extends AbstractBanyanDBDAO implements ITopologyQueryDAO {
+
+    public BanyanDBTopologyQueryDAO(final BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    @Override
+    public List<Call.CallDetail> loadServiceRelationsDetectedAtServerSide(long startTB, long endTB, List<String> serviceIds) throws IOException {
+        if (CollectionUtils.isEmpty(serviceIds)) {
+            throw new UnexpectedException("Service id is empty");
+        }
+
+        List<QueryBuilder<MeasureQuery>> queryBuilderList = buildServiceRelationsQueries(serviceIds);
+
+        return queryServiceRelation(startTB, endTB, queryBuilderList, DetectPoint.SERVER);
+    }
+
+    @Override
+    public List<Call.CallDetail> loadServiceRelationDetectedAtClientSide(long startTB, long endTB, List<String> serviceIds) throws IOException {
+        if (CollectionUtils.isEmpty(serviceIds)) {
+            throw new UnexpectedException("Service id is empty");
+        }
+
+        List<QueryBuilder<MeasureQuery>> queryBuilderList = buildServiceRelationsQueries(serviceIds);
+
+        return queryServiceRelation(startTB, endTB, queryBuilderList, DetectPoint.CLIENT);
+    }
+
+    @Override
+    public List<Call.CallDetail> loadServiceRelationsDetectedAtServerSide(long startTB, long endTB) throws IOException {
+        return queryServiceRelation(startTB, endTB, Collections.singletonList(emptyMeasureQuery()), DetectPoint.SERVER);
+    }
+
+    @Override
+    public List<Call.CallDetail> loadServiceRelationDetectedAtClientSide(long startTB, long endTB) throws IOException {
+        return queryServiceRelation(startTB, endTB, Collections.singletonList(emptyMeasureQuery()), DetectPoint.CLIENT);
+    }
+
+    private List<QueryBuilder<MeasureQuery>> buildServiceRelationsQueries(List<String> serviceIds) {
+        List<QueryBuilder<MeasureQuery>> queryBuilderList = new ArrayList<>(serviceIds.size());
+        for (final String serviceId : serviceIds) {
+            queryBuilderList.add(new QueryBuilder<MeasureQuery>() {
+                @Override
+                protected void apply(MeasureQuery query) {
+                    query.and(eq(ServiceRelationServerSideMetrics.SOURCE_SERVICE_ID, serviceId));
+                }
+            });
+
+            queryBuilderList.add(new QueryBuilder<MeasureQuery>() {
+                @Override
+                protected void apply(MeasureQuery query) {
+                    query.and(eq(ServiceRelationServerSideMetrics.DEST_SERVICE_ID, serviceId));
+                }
+            });
+        }
+        return queryBuilderList;
+    }
+
+    List<Call.CallDetail> queryServiceRelation(long startTB, long endTB, List<QueryBuilder<MeasureQuery>> queryBuilderList, DetectPoint detectPoint) throws IOException {
+        TimestampRange timestampRange = null;
+        if (startTB > 0 && endTB > 0) {
+            timestampRange = new TimestampRange(TimeBucket.getTimestamp(startTB), TimeBucket.getTimestamp(endTB));
+        }
+        final Map<String, Call.CallDetail> callMap = new HashMap<>();
+        for (final QueryBuilder<MeasureQuery> q : queryBuilderList) {
+            MeasureQueryResponse resp = query(ServiceRelationClientSideMetrics.INDEX_NAME,
+                    ImmutableSet.of(ServiceRelationClientSideMetrics.COMPONENT_ID,
+                            ServiceRelationClientSideMetrics.SOURCE_SERVICE_ID,
+                            ServiceRelationClientSideMetrics.DEST_SERVICE_ID,
+                            ServiceRelationClientSideMetrics.ENTITY_ID),
+                    Collections.emptySet(), timestampRange, q);
+            if (resp.size() == 0) {
+                continue;
+            }
+            final Call.CallDetail call = new Call.CallDetail();
+            final String entityId = resp.getDataPoints().get(0).getTagValue(ServiceRelationClientSideMetrics.ENTITY_ID);
+            final int componentId = ((Number) resp.getDataPoints().get(0).getTagValue(ServiceRelationClientSideMetrics.COMPONENT_ID)).intValue();
+            call.buildFromServiceRelation(entityId, componentId, detectPoint);
+            callMap.putIfAbsent(entityId, call);
+        }
+        return new ArrayList<>(callMap.values());
+    }
+
+    @Override
+    public List<Call.CallDetail> loadInstanceRelationDetectedAtServerSide(String clientServiceId, String serverServiceId, long startTB, long endTB) throws IOException {
+        List<QueryBuilder<MeasureQuery>> queryBuilderList = buildInstanceRelationsQueries(clientServiceId, serverServiceId);
+        return queryInstanceRelation(startTB, endTB, queryBuilderList, DetectPoint.SERVER);
+    }
+
+    @Override
+    public List<Call.CallDetail> loadInstanceRelationDetectedAtClientSide(String clientServiceId, String serverServiceId, long startTB, long endTB) throws IOException {
+        List<QueryBuilder<MeasureQuery>> queryBuilderList = buildInstanceRelationsQueries(clientServiceId, serverServiceId);
+        return queryInstanceRelation(startTB, endTB, queryBuilderList, DetectPoint.CLIENT);
+    }
+
+    private List<QueryBuilder<MeasureQuery>> buildInstanceRelationsQueries(String clientServiceId, String serverServiceId) {
+        List<QueryBuilder<MeasureQuery>> queryBuilderList = new ArrayList<>(2);
+        queryBuilderList.add(new QueryBuilder<MeasureQuery>() {
+            @Override
+            protected void apply(MeasureQuery query) {
+                query.and(eq(ServiceInstanceRelationServerSideMetrics.SOURCE_SERVICE_ID, clientServiceId))
+                        .and(eq(ServiceInstanceRelationServerSideMetrics.DEST_SERVICE_ID, serverServiceId));
+            }
+        });
+
+        queryBuilderList.add(new QueryBuilder<MeasureQuery>() {
+            @Override
+            protected void apply(MeasureQuery query) {
+                query.and(eq(ServiceInstanceRelationServerSideMetrics.DEST_SERVICE_ID, clientServiceId))
+                        .and(eq(ServiceInstanceRelationServerSideMetrics.SOURCE_SERVICE_ID, serverServiceId));
+            }
+        });
+        return queryBuilderList;
+    }
+
+    List<Call.CallDetail> queryInstanceRelation(long startTB, long endTB, List<QueryBuilder<MeasureQuery>> queryBuilderList, DetectPoint detectPoint) throws IOException {
+        TimestampRange timestampRange = null;
+        if (startTB > 0 && endTB > 0) {
+            timestampRange = new TimestampRange(TimeBucket.getTimestamp(startTB), TimeBucket.getTimestamp(endTB));
+        }
+        final Map<String, Call.CallDetail> callMap = new HashMap<>();
+        for (final QueryBuilder<MeasureQuery> q : queryBuilderList) {
+            MeasureQueryResponse resp = query(ServiceInstanceRelationServerSideMetrics.INDEX_NAME,
+                    ImmutableSet.of(ServiceInstanceRelationServerSideMetrics.COMPONENT_ID,
+                            ServiceInstanceRelationServerSideMetrics.SOURCE_SERVICE_ID,
+                            ServiceInstanceRelationServerSideMetrics.DEST_SERVICE_ID,
+                            ServiceInstanceRelationServerSideMetrics.ENTITY_ID),
+                    Collections.emptySet(), timestampRange, q);
+            if (resp.size() == 0) {
+                continue;
+            }
+            final Call.CallDetail call = new Call.CallDetail();
+            final String entityId = resp.getDataPoints().get(0).getTagValue(ServiceInstanceRelationServerSideMetrics.ENTITY_ID);
+            final int componentId = ((Number) resp.getDataPoints().get(0).getTagValue(ServiceRelationClientSideMetrics.COMPONENT_ID)).intValue();
+            call.buildFromInstanceRelation(entityId, componentId, detectPoint);
+            callMap.putIfAbsent(entityId, call);
+        }
+        return new ArrayList<>(callMap.values());
+    }
+
+    @Override
+    public List<Call.CallDetail> loadEndpointRelation(long startTB, long endTB, String destEndpointId) throws IOException {
+        List<QueryBuilder<MeasureQuery>> queryBuilderList = buildEndpointRelationsQueries(destEndpointId);
+        return queryEndpointRelation(startTB, endTB, queryBuilderList, DetectPoint.SERVER);
+    }
+
+    private List<QueryBuilder<MeasureQuery>> buildEndpointRelationsQueries(String destEndpointId) {
+        List<QueryBuilder<MeasureQuery>> queryBuilderList = new ArrayList<>(2);
+        queryBuilderList.add(new QueryBuilder<MeasureQuery>() {
+            @Override
+            protected void apply(MeasureQuery query) {
+                query.and(eq(EndpointRelationServerSideMetrics.SOURCE_ENDPOINT, destEndpointId));
+            }
+        });
+
+        queryBuilderList.add(new QueryBuilder<MeasureQuery>() {
+            @Override
+            protected void apply(MeasureQuery query) {
+                query.and(eq(EndpointRelationServerSideMetrics.DEST_ENDPOINT, destEndpointId));
+            }
+        });
+        return queryBuilderList;
+    }
+
+    List<Call.CallDetail> queryEndpointRelation(long startTB, long endTB, List<QueryBuilder<MeasureQuery>> queryBuilderList, DetectPoint detectPoint) throws IOException {
+        TimestampRange timestampRange = null;
+        if (startTB > 0 && endTB > 0) {
+            timestampRange = new TimestampRange(TimeBucket.getTimestamp(startTB), TimeBucket.getTimestamp(endTB));
+        }
+        final Map<String, Call.CallDetail> callMap = new HashMap<>();
+        for (final QueryBuilder<MeasureQuery> q : queryBuilderList) {
+            MeasureQueryResponse resp = query(EndpointRelationServerSideMetrics.INDEX_NAME,
+                    ImmutableSet.of(EndpointRelationServerSideMetrics.DEST_ENDPOINT,
+                            EndpointRelationServerSideMetrics.SOURCE_ENDPOINT,
+                            EndpointRelationServerSideMetrics.ENTITY_ID),
+                    Collections.emptySet(), timestampRange, q);
+            if (resp.size() == 0) {
+                continue;
+            }
+            final Call.CallDetail call = new Call.CallDetail();
+            final String entityId = resp.getDataPoints().get(0).getTagValue(EndpointRelationServerSideMetrics.ENTITY_ID);
+            call.buildFromEndpointRelation(entityId, detectPoint);
+            callMap.putIfAbsent(entityId, call);
+        }
+        return new ArrayList<>(callMap.values());
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/stream/AbstractBanyanDBDAO.java

@@ -0,0 +1,126 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.stream;
+
+import org.apache.skywalking.banyandb.v1.client.AbstractQuery;
+import org.apache.skywalking.banyandb.v1.client.MeasureQuery;
+import org.apache.skywalking.banyandb.v1.client.MeasureQueryResponse;
+import org.apache.skywalking.banyandb.v1.client.PairQueryCondition;
+import org.apache.skywalking.banyandb.v1.client.StreamQuery;
+import org.apache.skywalking.banyandb.v1.client.StreamQueryResponse;
+import org.apache.skywalking.banyandb.v1.client.TimestampRange;
+import org.apache.skywalking.oap.server.core.storage.AbstractDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageClient;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.MetadataRegistry;
+
+import java.io.IOException;
+import java.time.Instant;
+import java.util.List;
+import java.util.Set;
+
+public abstract class AbstractBanyanDBDAO extends AbstractDAO<BanyanDBStorageClient> {
+    private static final Instant UPPER_BOUND = Instant.ofEpochSecond(0, Long.MAX_VALUE);
+
+    private static final TimestampRange LARGEST_TIME_RANGE = new TimestampRange(0, UPPER_BOUND.toEpochMilli());
+
+    protected AbstractBanyanDBDAO(BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    protected StreamQueryResponse query(String modelName, Set<String> tags, QueryBuilder<StreamQuery> builder) throws IOException {
+        return this.query(modelName, tags, null, builder);
+    }
+
+    protected StreamQueryResponse query(String modelName, Set<String> tags, TimestampRange timestampRange,
+                                        QueryBuilder<StreamQuery> builder) throws IOException {
+        MetadataRegistry.Schema schema = MetadataRegistry.INSTANCE.findMetadata(modelName);
+        if (schema == null) {
+            throw new IllegalStateException("schema is not registered");
+        }
+        final StreamQuery query;
+        if (timestampRange == null) {
+            query = new StreamQuery(schema.getMetadata().getGroup(), schema.getMetadata().getName(), LARGEST_TIME_RANGE, tags);
+        } else {
+            query = new StreamQuery(schema.getMetadata().getGroup(), schema.getMetadata().getName(), timestampRange, tags);
+        }
+
+        builder.apply(query);
+
+        return getClient().query(query);
+    }
+
+    protected MeasureQueryResponse query(String modelName, Set<String> tags, Set<String> fields,
+                                         QueryBuilder<MeasureQuery> builder) throws IOException {
+        return this.query(modelName, tags, fields, null, builder);
+    }
+
+    protected MeasureQueryResponse query(String modelName, Set<String> tags, Set<String> fields,
+                                         TimestampRange timestampRange, QueryBuilder<MeasureQuery> builder) throws IOException {
+        MetadataRegistry.Schema schema = MetadataRegistry.INSTANCE.findMetadata(modelName);
+        if (schema == null) {
+            throw new IllegalStateException("schema is not registered");
+        }
+        final MeasureQuery query;
+        if (timestampRange == null) {
+            query = new MeasureQuery(schema.getMetadata().getGroup(), schema.getMetadata().getName(), LARGEST_TIME_RANGE, tags, fields);
+        } else {
+            query = new MeasureQuery(schema.getMetadata().getGroup(), schema.getMetadata().getName(), timestampRange, tags, fields);
+        }
+
+        builder.apply(query);
+
+        return getClient().query(query);
+    }
+
+    protected static QueryBuilder<MeasureQuery> emptyMeasureQuery() {
+        return new QueryBuilder<MeasureQuery>() {
+            @Override
+            protected void apply(MeasureQuery query) {
+            }
+        };
+    }
+
+    protected abstract static class QueryBuilder<T extends AbstractQuery<? extends com.google.protobuf.GeneratedMessageV3>> {
+        protected abstract void apply(final T query);
+
+        protected PairQueryCondition<Long> eq(String name, long value) {
+            return PairQueryCondition.LongQueryCondition.eq(name, value);
+        }
+
+        protected PairQueryCondition<List<String>> having(String name, List<String> value) {
+            return PairQueryCondition.StringArrayQueryCondition.having(name, value);
+        }
+
+        protected PairQueryCondition<Long> lte(String name, long value) {
+            return PairQueryCondition.LongQueryCondition.le(name, value);
+        }
+
+        protected PairQueryCondition<Long> gte(String name, long value) {
+            return PairQueryCondition.LongQueryCondition.ge(name, value);
+        }
+
+        protected PairQueryCondition<Long> gt(String name, long value) {
+            return PairQueryCondition.LongQueryCondition.gt(name, value);
+        }
+
+        protected PairQueryCondition<String> eq(String name, String value) {
+            return PairQueryCondition.StringQueryCondition.eq(name, value);
+        }
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/stream/BanyanDBAlarmQueryDAO.java

@@ -0,0 +1,108 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.stream;
+
+import com.google.common.collect.ImmutableSet;
+import org.apache.skywalking.banyandb.v1.client.RowEntity;
+import org.apache.skywalking.banyandb.v1.client.StreamQuery;
+import org.apache.skywalking.banyandb.v1.client.StreamQueryResponse;
+import org.apache.skywalking.banyandb.v1.client.TimestampRange;
+import org.apache.skywalking.oap.server.core.alarm.AlarmRecord;
+import org.apache.skywalking.oap.server.core.analysis.TimeBucket;
+import org.apache.skywalking.oap.server.core.analysis.manual.searchtag.Tag;
+import org.apache.skywalking.oap.server.core.query.enumeration.Scope;
+import org.apache.skywalking.oap.server.core.query.type.AlarmMessage;
+import org.apache.skywalking.oap.server.core.query.type.Alarms;
+import org.apache.skywalking.oap.server.core.storage.query.IAlarmQueryDAO;
+import org.apache.skywalking.oap.server.library.util.CollectionUtils;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBConverter;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageClient;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Objects;
+import java.util.Set;
+
+/**
+ * {@link org.apache.skywalking.oap.server.core.alarm.AlarmRecord} is a stream,
+ * which can be used to build a {@link org.apache.skywalking.oap.server.core.query.type.AlarmMessage}
+ */
+public class BanyanDBAlarmQueryDAO extends AbstractBanyanDBDAO implements IAlarmQueryDAO {
+    private static final Set<String> TAGS = ImmutableSet.of(AlarmRecord.SCOPE,
+            AlarmRecord.NAME, AlarmRecord.ID0, AlarmRecord.ID1, AlarmRecord.ALARM_MESSAGE, AlarmRecord.START_TIME,
+            AlarmRecord.TIME_BUCKET, AlarmRecord.RULE_NAME, AlarmRecord.TAGS, AlarmRecord.TAGS_RAW_DATA);
+
+    public BanyanDBAlarmQueryDAO(BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    @Override
+    public Alarms getAlarm(Integer scopeId, String keyword, int limit, int from, long startTB, long endTB, List<Tag> tags) throws IOException {
+        TimestampRange tsRange = null;
+        if (startTB > 0 && endTB > 0) {
+            tsRange = new TimestampRange(TimeBucket.getTimestamp(startTB), TimeBucket.getTimestamp(endTB));
+        }
+
+        StreamQueryResponse resp = query(AlarmRecord.INDEX_NAME, TAGS,
+                tsRange,
+                new QueryBuilder<StreamQuery>() {
+                    @Override
+                    public void apply(StreamQuery query) {
+                        if (Objects.nonNull(scopeId)) {
+                            query.and(eq(AlarmRecord.SCOPE, (long) scopeId));
+                        }
+
+                        if (CollectionUtils.isNotEmpty(tags)) {
+                            List<String> tagsConditions = new ArrayList<>(tags.size());
+                            for (final Tag tag : tags) {
+                                tagsConditions.add(tag.toString());
+                            }
+                            query.and(having(AlarmRecord.TAGS, tagsConditions));
+                        }
+
+                        query.setLimit(limit);
+                        query.setOffset(from);
+                    }
+                });
+
+        Alarms alarms = new Alarms();
+        alarms.setTotal(resp.size());
+
+        for (final RowEntity rowEntity : resp.getElements()) {
+            AlarmRecord.Builder builder = new AlarmRecord.Builder();
+            AlarmRecord alarmRecord = builder.storage2Entity(
+                    new BanyanDBConverter.StorageToStream(AlarmRecord.INDEX_NAME, rowEntity)
+            );
+
+            AlarmMessage message = new AlarmMessage();
+            message.setId(String.valueOf(alarmRecord.getId0()));
+            message.setId1(String.valueOf(alarmRecord.getId1()));
+            message.setMessage(alarmRecord.getAlarmMessage());
+            message.setStartTime(alarmRecord.getStartTime());
+            message.setScope(Scope.Finder.valueOf(alarmRecord.getScope()));
+            message.setScopeId(alarmRecord.getScope());
+            if (!CollectionUtils.isEmpty(alarmRecord.getTagsRawData())) {
+                parserDataBinary(alarmRecord.getTagsRawData(), message.getTags());
+            }
+            alarms.getMsgs().add(message);
+        }
+        return alarms;
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/stream/BanyanDBBrowserLogQueryDAO.java

@@ -0,0 +1,126 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.stream;
+
+import com.google.common.collect.ImmutableSet;
+import com.google.protobuf.InvalidProtocolBufferException;
+import org.apache.skywalking.banyandb.v1.client.RowEntity;
+import org.apache.skywalking.banyandb.v1.client.StreamQuery;
+import org.apache.skywalking.banyandb.v1.client.StreamQueryResponse;
+import org.apache.skywalking.banyandb.v1.client.TimestampRange;
+import org.apache.skywalking.oap.server.core.analysis.TimeBucket;
+import org.apache.skywalking.oap.server.core.browser.manual.errorlog.BrowserErrorLogRecord;
+import org.apache.skywalking.oap.server.core.browser.source.BrowserErrorCategory;
+import org.apache.skywalking.oap.server.core.query.type.BrowserErrorLog;
+import org.apache.skywalking.oap.server.core.query.type.BrowserErrorLogs;
+import org.apache.skywalking.oap.server.core.query.type.ErrorCategory;
+import org.apache.skywalking.oap.server.core.storage.query.IBrowserLogQueryDAO;
+import org.apache.skywalking.oap.server.library.util.StringUtil;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageClient;
+
+import java.io.IOException;
+import java.util.Objects;
+import java.util.Set;
+
+/**
+ * {@link org.apache.skywalking.oap.server.core.browser.manual.errorlog.BrowserErrorLogRecord} is a stream
+ */
+public class BanyanDBBrowserLogQueryDAO extends AbstractBanyanDBDAO implements IBrowserLogQueryDAO {
+    private static final Set<String> TAGS = ImmutableSet.of(BrowserErrorLogRecord.SERVICE_ID,
+            BrowserErrorLogRecord.SERVICE_VERSION_ID, BrowserErrorLogRecord.PAGE_PATH_ID,
+            BrowserErrorLogRecord.ERROR_CATEGORY, BrowserErrorLogRecord.DATA_BINARY);
+
+    public BanyanDBBrowserLogQueryDAO(BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    @Override
+    public BrowserErrorLogs queryBrowserErrorLogs(String serviceId, String serviceVersionId, String pagePathId, BrowserErrorCategory category, long startSecondTB, long endSecondTB, int limit, int from) throws IOException {
+        TimestampRange tsRange = null;
+        if (startSecondTB > 0 && endSecondTB > 0) {
+            tsRange = new TimestampRange(TimeBucket.getTimestamp(startSecondTB), TimeBucket.getTimestamp(endSecondTB));
+        }
+
+        StreamQueryResponse resp = query(BrowserErrorLogRecord.INDEX_NAME, TAGS,
+                tsRange, new QueryBuilder<StreamQuery>() {
+                    @Override
+                    public void apply(StreamQuery query) {
+                        if (StringUtil.isNotEmpty(serviceId)) {
+                            query.and(eq(BrowserErrorLogRecord.SERVICE_ID, serviceId));
+                        }
+
+                        if (StringUtil.isNotEmpty(serviceVersionId)) {
+                            query.and(eq(BrowserErrorLogRecord.SERVICE_VERSION_ID, serviceVersionId));
+                        }
+
+                        if (StringUtil.isNotEmpty(pagePathId)) {
+                            query.and(eq(BrowserErrorLogRecord.PAGE_PATH_ID, pagePathId));
+                        }
+
+                        if (Objects.nonNull(category)) {
+                            query.and(eq(BrowserErrorLogRecord.ERROR_CATEGORY, category.getValue()));
+                        }
+
+                        query.setOffset(from);
+                        query.setLimit(limit);
+                    }
+                });
+
+        BrowserErrorLogs logs = new BrowserErrorLogs();
+        logs.setTotal(resp.size());
+
+        for (final RowEntity rowEntity : resp.getElements()) {
+            final byte[] dataBinary = rowEntity.getTagValue(BrowserErrorLogRecord.DATA_BINARY);
+            if (dataBinary != null && dataBinary.length > 0) {
+                BrowserErrorLog log = parserDataBinary(dataBinary);
+                logs.getLogs().add(log);
+            }
+        }
+        return logs;
+    }
+
+    /**
+     * TODO: merge the default method in the interface
+     */
+    private BrowserErrorLog parserDataBinary(
+            byte[] dataBinary) {
+        try {
+            BrowserErrorLog log = new BrowserErrorLog();
+            org.apache.skywalking.apm.network.language.agent.v3.BrowserErrorLog browserErrorLog = org.apache.skywalking.apm.network.language.agent.v3.BrowserErrorLog
+                    .parseFrom(dataBinary);
+
+            log.setService(browserErrorLog.getService());
+            log.setServiceVersion(browserErrorLog.getServiceVersion());
+            log.setTime(browserErrorLog.getTime());
+            log.setPagePath(browserErrorLog.getPagePath());
+            log.setCategory(ErrorCategory.valueOf(browserErrorLog.getCategory().name().toUpperCase()));
+            log.setGrade(browserErrorLog.getGrade());
+            log.setMessage(browserErrorLog.getMessage());
+            log.setLine(browserErrorLog.getLine());
+            log.setCol(browserErrorLog.getCol());
+            log.setStack(browserErrorLog.getStack());
+            log.setErrorUrl(browserErrorLog.getErrorUrl());
+            log.setFirstReportedError(browserErrorLog.getFirstReportedError());
+
+            return log;
+        } catch (InvalidProtocolBufferException e) {
+            throw new RuntimeException(e);
+        }
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/stream/BanyanDBEBPFProfilingDataDAO.java

@@ -0,0 +1,75 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.stream;
+
+import com.google.common.collect.ImmutableSet;
+import org.apache.skywalking.banyandb.v1.client.RowEntity;
+import org.apache.skywalking.banyandb.v1.client.StreamQuery;
+import org.apache.skywalking.banyandb.v1.client.StreamQueryResponse;
+import org.apache.skywalking.oap.server.core.profiling.ebpf.storage.EBPFProfilingDataRecord;
+import org.apache.skywalking.oap.server.core.storage.profiling.ebpf.IEBPFProfilingDataDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBConverter;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageClient;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Set;
+import java.util.stream.Collectors;
+
+public class BanyanDBEBPFProfilingDataDAO extends AbstractBanyanDBDAO implements IEBPFProfilingDataDAO {
+    private static final Set<String> TAGS = ImmutableSet.of(EBPFProfilingDataRecord.UPLOAD_TIME,
+            EBPFProfilingDataRecord.SCHEDULE_ID,
+            EBPFProfilingDataRecord.STACK_DUMP_COUNT,
+            EBPFProfilingDataRecord.STACK_ID_LIST,
+            EBPFProfilingDataRecord.STACKS_BINARY,
+            EBPFProfilingDataRecord.TASK_ID,
+            EBPFProfilingDataRecord.TIME_BUCKET);
+
+    public BanyanDBEBPFProfilingDataDAO(BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    @Override
+    public List<EBPFProfilingDataRecord> queryData(List<String> scheduleIdList, long beginTime, long endTime) throws IOException {
+        List<EBPFProfilingDataRecord> records = new ArrayList<>();
+        for (final String scheduleId : scheduleIdList) {
+            StreamQueryResponse resp = query(EBPFProfilingDataRecord.INDEX_NAME,
+                    TAGS,
+                    new QueryBuilder<StreamQuery>() {
+                        @Override
+                        protected void apply(StreamQuery query) {
+                            query.and(eq(EBPFProfilingDataRecord.SCHEDULE_ID, scheduleId));
+                            query.and(gte(EBPFProfilingDataRecord.UPLOAD_TIME, beginTime));
+                            query.and(lte(EBPFProfilingDataRecord.UPLOAD_TIME, endTime));
+                        }
+                    }
+            );
+
+            records.addAll(resp.getElements().stream().map(this::buildDataRecord).collect(Collectors.toList()));
+        }
+
+        return records;
+    }
+
+    private EBPFProfilingDataRecord buildDataRecord(RowEntity rowEntity) {
+        final EBPFProfilingDataRecord.Builder builder = new EBPFProfilingDataRecord.Builder();
+        return builder.storage2Entity(new BanyanDBConverter.StorageToStream(EBPFProfilingDataRecord.INDEX_NAME, rowEntity));
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/stream/BanyanDBEBPFProfilingTaskDAO.java

@@ -0,0 +1,111 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.stream;
+
+import com.google.common.collect.ImmutableSet;
+import com.google.gson.Gson;
+import org.apache.skywalking.banyandb.v1.client.AbstractQuery;
+import org.apache.skywalking.banyandb.v1.client.RowEntity;
+import org.apache.skywalking.banyandb.v1.client.StreamQuery;
+import org.apache.skywalking.banyandb.v1.client.StreamQueryResponse;
+import org.apache.skywalking.oap.server.core.analysis.IDManager;
+import org.apache.skywalking.oap.server.core.profiling.ebpf.storage.EBPFProfilingTargetType;
+import org.apache.skywalking.oap.server.core.profiling.ebpf.storage.EBPFProfilingTaskRecord;
+import org.apache.skywalking.oap.server.core.profiling.ebpf.storage.EBPFProfilingTriggerType;
+import org.apache.skywalking.oap.server.core.query.type.EBPFProfilingTask;
+import org.apache.skywalking.oap.server.core.storage.profiling.ebpf.IEBPFProfilingTaskDAO;
+import org.apache.skywalking.oap.server.library.util.StringUtil;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBConverter;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageClient;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+import java.util.Set;
+import java.util.stream.Collectors;
+
+public class BanyanDBEBPFProfilingTaskDAO extends AbstractBanyanDBDAO implements IEBPFProfilingTaskDAO {
+    private static final Set<String> TAGS = ImmutableSet.of(EBPFProfilingTaskRecord.SERVICE_ID,
+            EBPFProfilingTaskRecord.PROCESS_LABELS_JSON,
+            EBPFProfilingTaskRecord.TRIGGER_TYPE,
+            EBPFProfilingTaskRecord.START_TIME,
+            EBPFProfilingTaskRecord.FIXED_TRIGGER_DURATION,
+            EBPFProfilingTaskRecord.TARGET_TYPE,
+            EBPFProfilingTaskRecord.CREATE_TIME,
+            EBPFProfilingTaskRecord.LAST_UPDATE_TIME,
+            EBPFProfilingTaskRecord.TIME_BUCKET);
+
+    private static final Gson GSON = new Gson();
+
+    public BanyanDBEBPFProfilingTaskDAO(BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    @Override
+    public List<EBPFProfilingTask> queryTasks(List<String> serviceIdList, EBPFProfilingTargetType targetType, long taskStartTime, long latestUpdateTime) throws IOException {
+        List<EBPFProfilingTask> tasks = new ArrayList<>();
+        for (final String serviceId : serviceIdList) {
+            StreamQueryResponse resp = query(EBPFProfilingTaskRecord.INDEX_NAME, TAGS,
+                    new QueryBuilder<StreamQuery>() {
+                        @Override
+                        protected void apply(StreamQuery query) {
+                            query.and(eq(EBPFProfilingTaskRecord.SERVICE_ID, serviceId));
+                            if (targetType != null) {
+                                query.and(eq(EBPFProfilingTaskRecord.TARGET_TYPE, targetType.value()));
+                            }
+                            if (taskStartTime > 0) {
+                                query.and(gte(EBPFProfilingTaskRecord.START_TIME, taskStartTime));
+                            }
+                            if (latestUpdateTime > 0) {
+                                query.and(gt(EBPFProfilingTaskRecord.LAST_UPDATE_TIME, latestUpdateTime));
+                            }
+                            query.setOrderBy(new AbstractQuery.OrderBy(EBPFProfilingTaskRecord.CREATE_TIME, AbstractQuery.Sort.DESC));
+                        }
+                    });
+            tasks.addAll(resp.getElements().stream().map(this::buildTask).collect(Collectors.toList()));
+        }
+
+        return tasks;
+    }
+
+    private EBPFProfilingTask buildTask(final RowEntity rowEntity) {
+        final EBPFProfilingTaskRecord.Builder builder = new EBPFProfilingTaskRecord.Builder();
+        final EBPFProfilingTaskRecord record = builder.storage2Entity(new BanyanDBConverter.StorageToStream(
+                EBPFProfilingTaskRecord.INDEX_NAME,
+                rowEntity));
+
+        final EBPFProfilingTask task = new EBPFProfilingTask();
+        task.setTaskId(record.id());
+        task.setServiceId(record.getServiceId());
+        task.setServiceName(IDManager.ServiceID.analysisId(record.getServiceId()).getName());
+        if (StringUtil.isNotEmpty(record.getProcessLabelsJson())) {
+            task.setProcessLabels(GSON.<List<String>>fromJson(record.getProcessLabelsJson(), ArrayList.class));
+        } else {
+            task.setProcessLabels(Collections.emptyList());
+        }
+        task.setTaskStartTime(record.getStartTime());
+        task.setTriggerType(EBPFProfilingTriggerType.valueOf(record.getTriggerType()));
+        task.setFixedTriggerDuration(record.getFixedTriggerDuration());
+        task.setTargetType(EBPFProfilingTargetType.valueOf(record.getTargetType()));
+        task.setCreateTime(record.getCreateTime());
+        task.setLastUpdateTime(record.getLastUpdateTime());
+        return task;
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/stream/BanyanDBHistoryDeleteDAO.java

@@ -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.
+ *
+ */
+
+package org.apache.skywalking.oap.server.storage.plugin.banyandb.stream;
+
+import org.apache.skywalking.oap.server.core.storage.IHistoryDeleteDAO;
+import org.apache.skywalking.oap.server.core.storage.model.Model;
+
+import java.io.IOException;
+
+public class BanyanDBHistoryDeleteDAO implements IHistoryDeleteDAO {
+    @Override
+    public void deleteHistory(Model model, String timeBucketColumnName, int ttl) throws IOException {
+        // do thing since we currently do not support deletion
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/stream/BanyanDBLogQueryDAO.java

@@ -0,0 +1,157 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ *
+ */
+
+package org.apache.skywalking.oap.server.storage.plugin.banyandb.stream;
+
+import com.google.common.collect.ImmutableSet;
+import com.google.protobuf.InvalidProtocolBufferException;
+import org.apache.skywalking.apm.network.logging.v3.LogTags;
+import org.apache.skywalking.banyandb.v1.client.RowEntity;
+import org.apache.skywalking.banyandb.v1.client.StreamQuery;
+import org.apache.skywalking.banyandb.v1.client.StreamQueryResponse;
+import org.apache.skywalking.banyandb.v1.client.TimestampRange;
+import org.apache.skywalking.oap.server.core.analysis.IDManager;
+import org.apache.skywalking.oap.server.core.analysis.TimeBucket;
+import org.apache.skywalking.oap.server.core.analysis.manual.log.AbstractLogRecord;
+import org.apache.skywalking.oap.server.core.analysis.manual.log.LogRecord;
+import org.apache.skywalking.oap.server.core.analysis.manual.searchtag.Tag;
+import org.apache.skywalking.oap.server.core.query.enumeration.Order;
+import org.apache.skywalking.oap.server.core.query.input.TraceScopeCondition;
+import org.apache.skywalking.oap.server.core.query.type.ContentType;
+import org.apache.skywalking.oap.server.core.query.type.KeyValue;
+import org.apache.skywalking.oap.server.core.query.type.Log;
+import org.apache.skywalking.oap.server.core.query.type.Logs;
+import org.apache.skywalking.oap.server.core.storage.query.ILogQueryDAO;
+import org.apache.skywalking.oap.server.library.util.CollectionUtils;
+import org.apache.skywalking.oap.server.library.util.StringUtil;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageClient;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Objects;
+import java.util.Set;
+
+/**
+ * {@link org.apache.skywalking.oap.server.core.analysis.manual.log.LogRecord} is a stream
+ */
+public class BanyanDBLogQueryDAO extends AbstractBanyanDBDAO implements ILogQueryDAO {
+    private static final Set<String> TAGS = ImmutableSet.of(AbstractLogRecord.SERVICE_ID,
+            AbstractLogRecord.SERVICE_INSTANCE_ID,
+            AbstractLogRecord.ENDPOINT_ID,
+            AbstractLogRecord.TRACE_ID,
+            AbstractLogRecord.TRACE_SEGMENT_ID,
+            AbstractLogRecord.SPAN_ID,
+            AbstractLogRecord.TIMESTAMP,
+            AbstractLogRecord.CONTENT_TYPE,
+            AbstractLogRecord.CONTENT,
+            AbstractLogRecord.TAGS,
+            AbstractLogRecord.TAGS_RAW_DATA);
+
+    public BanyanDBLogQueryDAO(BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    @Override
+    public Logs queryLogs(String serviceId, String serviceInstanceId, String endpointId,
+                          TraceScopeCondition relatedTrace, Order queryOrder, int from, int limit,
+                          long startTB, long endTB, List<Tag> tags, List<String> keywordsOfContent,
+                          List<String> excludingKeywordsOfContent) throws IOException {
+        final QueryBuilder<StreamQuery> query = new QueryBuilder<StreamQuery>() {
+            @Override
+            public void apply(StreamQuery query) {
+                if (StringUtil.isNotEmpty(serviceId)) {
+                    query.and(eq(AbstractLogRecord.SERVICE_ID, serviceId));
+                }
+
+                if (StringUtil.isNotEmpty(serviceInstanceId)) {
+                    query.and(eq(AbstractLogRecord.SERVICE_INSTANCE_ID, serviceInstanceId));
+                }
+                if (StringUtil.isNotEmpty(endpointId)) {
+                    query.and(eq(AbstractLogRecord.ENDPOINT_ID, endpointId));
+                }
+                if (Objects.nonNull(relatedTrace)) {
+                    if (StringUtil.isNotEmpty(relatedTrace.getTraceId())) {
+                        query.and(eq(AbstractLogRecord.TRACE_ID, relatedTrace.getTraceId()));
+                    }
+                    if (StringUtil.isNotEmpty(relatedTrace.getSegmentId())) {
+                        query.and(eq(AbstractLogRecord.TRACE_SEGMENT_ID, relatedTrace.getSegmentId()));
+                    }
+                    if (Objects.nonNull(relatedTrace.getSpanId())) {
+                        query.and(eq(AbstractLogRecord.SPAN_ID, (long) relatedTrace.getSpanId()));
+                    }
+                }
+
+                if (CollectionUtils.isNotEmpty(tags)) {
+                    List<String> tagsConditions = new ArrayList<>(tags.size());
+                    for (final Tag tag : tags) {
+                        tagsConditions.add(tag.toString());
+                    }
+                    query.and(having(LogRecord.TAGS, tagsConditions));
+                }
+            }
+        };
+
+        TimestampRange tsRange = null;
+        if (startTB > 0 && endTB > 0) {
+            tsRange = new TimestampRange(TimeBucket.getTimestamp(startTB), TimeBucket.getTimestamp(endTB));
+        }
+
+        StreamQueryResponse resp = query(LogRecord.INDEX_NAME, TAGS, tsRange, query);
+
+        Logs logs = new Logs();
+        logs.setTotal(resp.size());
+
+        for (final RowEntity rowEntity : resp.getElements()) {
+            Log log = new Log();
+            log.setServiceId(rowEntity.getTagValue(AbstractLogRecord.SERVICE_ID));
+            log.setServiceInstanceId(
+                    rowEntity.getTagValue(AbstractLogRecord.SERVICE_INSTANCE_ID));
+            log.setEndpointId(
+                    rowEntity.getTagValue(AbstractLogRecord.ENDPOINT_ID));
+            if (log.getEndpointId() != null) {
+                log.setEndpointName(
+                        IDManager.EndpointID.analysisId(log.getEndpointId()).getEndpointName());
+            }
+            log.setTraceId(rowEntity.getTagValue(AbstractLogRecord.TRACE_ID));
+            log.setTimestamp(((Number) rowEntity.getTagValue(AbstractLogRecord.TIMESTAMP)).longValue());
+            log.setContentType(ContentType.instanceOf(
+                    ((Number) rowEntity.getTagValue(AbstractLogRecord.CONTENT_TYPE)).intValue()));
+            log.setContent(rowEntity.getTagValue(AbstractLogRecord.CONTENT));
+            byte[] dataBinary = rowEntity.getTagValue(AbstractLogRecord.TAGS_RAW_DATA);
+            if (dataBinary != null && dataBinary.length > 0) {
+                parserDataBinary(dataBinary, log.getTags());
+            }
+            logs.getLogs().add(log);
+        }
+        return logs;
+    }
+
+    /**
+     * Parser the raw tags.
+     * TODO: merge default method
+     */
+    private void parserDataBinary(byte[] dataBinary, List<KeyValue> tags) {
+        try {
+            LogTags logTags = LogTags.parseFrom(dataBinary);
+            logTags.getDataList().forEach(pair -> tags.add(new KeyValue(pair.getKey(), pair.getValue())));
+        } catch (InvalidProtocolBufferException e) {
+            throw new RuntimeException(e);
+        }
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/stream/BanyanDBProfileTaskLogQueryDAO.java

@@ -0,0 +1,82 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.stream;
+
+import com.google.common.collect.ImmutableSet;
+import org.apache.skywalking.banyandb.v1.client.RowEntity;
+import org.apache.skywalking.banyandb.v1.client.StreamQuery;
+import org.apache.skywalking.banyandb.v1.client.StreamQueryResponse;
+import org.apache.skywalking.oap.server.core.profiling.trace.ProfileTaskLogRecord;
+import org.apache.skywalking.oap.server.core.query.type.ProfileTaskLog;
+import org.apache.skywalking.oap.server.core.query.type.ProfileTaskLogOperationType;
+import org.apache.skywalking.oap.server.core.storage.profiling.trace.IProfileTaskLogQueryDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageClient;
+
+import java.io.IOException;
+import java.util.Collections;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Set;
+
+/**
+ * {@link ProfileTaskLogRecord} is a stream
+ */
+public class BanyanDBProfileTaskLogQueryDAO extends AbstractBanyanDBDAO implements IProfileTaskLogQueryDAO {
+    private static final Set<String> TAGS = ImmutableSet.of(ProfileTaskLogRecord.OPERATION_TIME,
+            ProfileTaskLogRecord.INSTANCE_ID, ProfileTaskLogRecord.TASK_ID, ProfileTaskLogRecord.OPERATION_TYPE);
+
+    private final int queryMaxSize;
+
+    public BanyanDBProfileTaskLogQueryDAO(BanyanDBStorageClient client, int queryMaxSize) {
+        super(client);
+        this.queryMaxSize = queryMaxSize;
+    }
+
+    @Override
+    public List<ProfileTaskLog> getTaskLogList() throws IOException {
+        StreamQueryResponse resp = query(ProfileTaskLogRecord.INDEX_NAME, TAGS,
+                new QueryBuilder<StreamQuery>() {
+                    @Override
+                    public void apply(StreamQuery query) {
+                        query.setLimit(BanyanDBProfileTaskLogQueryDAO.this.queryMaxSize);
+                    }
+                });
+
+        if (resp.size() == 0) {
+            return Collections.emptyList();
+        }
+
+        final LinkedList<ProfileTaskLog> tasks = new LinkedList<>();
+        for (final RowEntity rowEntity : resp.getElements()) {
+            tasks.add(buildProfileTaskLog(rowEntity));
+        }
+
+        return tasks;
+    }
+
+    private ProfileTaskLog buildProfileTaskLog(RowEntity data) {
+        return ProfileTaskLog.builder()
+                .id(data.getId())
+                .taskId(data.getTagValue(ProfileTaskLogRecord.TASK_ID))
+                .instanceId(data.getTagValue(ProfileTaskLogRecord.INSTANCE_ID))
+                .operationType(ProfileTaskLogOperationType.parse(((Number) data.getTagValue(ProfileTaskLogRecord.OPERATION_TYPE)).intValue()))
+                .operationTime(((Number) data.getTagValue(ProfileTaskLogRecord.OPERATION_TIME)).longValue())
+                .build();
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/stream/BanyanDBProfileTaskQueryDAO.java

@@ -0,0 +1,123 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.stream;
+
+import com.google.common.collect.ImmutableSet;
+import org.apache.skywalking.banyandb.v1.client.RowEntity;
+import org.apache.skywalking.banyandb.v1.client.StreamQuery;
+import org.apache.skywalking.banyandb.v1.client.StreamQueryResponse;
+import org.apache.skywalking.oap.server.core.profiling.trace.ProfileTaskRecord;
+import org.apache.skywalking.oap.server.core.query.type.ProfileTask;
+import org.apache.skywalking.oap.server.core.storage.profiling.trace.IProfileTaskQueryDAO;
+import org.apache.skywalking.oap.server.library.util.StringUtil;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageClient;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+import java.util.Set;
+
+public class BanyanDBProfileTaskQueryDAO extends AbstractBanyanDBDAO implements IProfileTaskQueryDAO {
+    private static final Set<String> TAGS = ImmutableSet.of(
+            ProfileTaskRecord.SERVICE_ID,
+            ProfileTaskRecord.ENDPOINT_NAME,
+            ProfileTaskRecord.START_TIME,
+            ProfileTaskRecord.CREATE_TIME,
+            ProfileTaskRecord.DURATION,
+            ProfileTaskRecord.MIN_DURATION_THRESHOLD,
+            ProfileTaskRecord.DUMP_PERIOD,
+            ProfileTaskRecord.MAX_SAMPLING_COUNT
+    );
+
+    public BanyanDBProfileTaskQueryDAO(BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    @Override
+    public List<ProfileTask> getTaskList(String serviceId, String endpointName, Long startTimeBucket, Long endTimeBucket, Integer limit) throws IOException {
+        StreamQueryResponse resp = query(ProfileTaskRecord.INDEX_NAME, TAGS,
+                new QueryBuilder<StreamQuery>() {
+                    @Override
+                    protected void apply(StreamQuery query) {
+                        if (StringUtil.isNotEmpty(serviceId)) {
+                            query.and(eq(ProfileTaskRecord.SERVICE_ID, serviceId));
+                        }
+                        if (StringUtil.isNotEmpty(endpointName)) {
+                            query.and(eq(ProfileTaskRecord.ENDPOINT_NAME, endpointName));
+                        }
+                        if (startTimeBucket != null) {
+                            query.and(gte(ProfileTaskRecord.TIME_BUCKET, startTimeBucket));
+                        }
+                        if (endTimeBucket != null) {
+                            query.and(lte(ProfileTaskRecord.TIME_BUCKET, endTimeBucket));
+                        }
+                        if (limit != null) {
+                            query.setLimit(limit);
+                        }
+                    }
+                });
+
+        if (resp.size() == 0) {
+            return Collections.emptyList();
+        }
+
+        List<ProfileTask> profileTasks = new ArrayList<>(resp.size());
+        for (final RowEntity entity : resp.getElements()) {
+            profileTasks.add(buildProfileTask(entity));
+        }
+
+        return profileTasks;
+    }
+
+    @Override
+    public ProfileTask getById(String id) throws IOException {
+        StreamQueryResponse resp = query(ProfileTaskRecord.INDEX_NAME, TAGS,
+                new QueryBuilder<StreamQuery>() {
+                    @Override
+                    protected void apply(StreamQuery query) {
+                        if (StringUtil.isNotEmpty(id)) {
+                            // TODO: support search by ID
+                        }
+                        // query.setLimit(1);
+                    }
+                });
+
+        if (resp.size() == 0) {
+            return null;
+        }
+
+        RowEntity first = resp.getElements().stream().filter(e -> id.equals(e.getId())).findFirst().orElse(null);
+        return first == null ? null : buildProfileTask(first);
+    }
+
+    private ProfileTask buildProfileTask(RowEntity data) {
+        return ProfileTask.builder()
+                .id(data.getId())
+                .serviceId(data.getTagValue(ProfileTaskRecord.SERVICE_ID))
+                .endpointName(data.getTagValue(ProfileTaskRecord.ENDPOINT_NAME))
+                .startTime(((Number) data.getTagValue(ProfileTaskRecord.START_TIME)).longValue())
+                .createTime(((Number) data.getTagValue(ProfileTaskRecord.CREATE_TIME)).longValue())
+                .duration(((Number) data.getTagValue(ProfileTaskRecord.DURATION)).intValue())
+                .minDurationThreshold(((Number) data.getTagValue(ProfileTaskRecord.MIN_DURATION_THRESHOLD)).intValue())
+                .dumpPeriod(((Number) data.getTagValue(ProfileTaskRecord.DUMP_PERIOD)).intValue())
+                .maxSamplingCount(((Number) data.getTagValue(ProfileTaskRecord.MAX_SAMPLING_COUNT)).intValue())
+                .build();
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/stream/BanyanDBProfileThreadSnapshotQueryDAO.java

@@ -0,0 +1,239 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.stream;
+
+import com.google.common.collect.ImmutableSet;
+import org.apache.skywalking.banyandb.v1.client.RowEntity;
+import org.apache.skywalking.banyandb.v1.client.StreamQuery;
+import org.apache.skywalking.banyandb.v1.client.StreamQueryResponse;
+import org.apache.skywalking.oap.server.core.analysis.IDManager;
+import org.apache.skywalking.oap.server.core.analysis.manual.segment.SegmentRecord;
+import org.apache.skywalking.oap.server.core.profiling.trace.ProfileThreadSnapshotRecord;
+import org.apache.skywalking.oap.server.core.query.type.BasicTrace;
+import org.apache.skywalking.oap.server.core.storage.profiling.trace.IProfileThreadSnapshotQueryDAO;
+import org.apache.skywalking.oap.server.library.util.BooleanUtils;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBConverter;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageClient;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Set;
+import java.util.function.Function;
+import java.util.stream.Collectors;
+
+/**
+ * {@link ProfileThreadSnapshotRecord} is a stream
+ */
+public class BanyanDBProfileThreadSnapshotQueryDAO extends AbstractBanyanDBDAO implements IProfileThreadSnapshotQueryDAO {
+    private static final Set<String> TAGS_BASIC = ImmutableSet.of(ProfileThreadSnapshotRecord.TASK_ID, ProfileThreadSnapshotRecord.SEGMENT_ID,
+            ProfileThreadSnapshotRecord.DUMP_TIME, ProfileThreadSnapshotRecord.SEQUENCE);
+
+    private static final Set<String> TAGS_ALL = ImmutableSet.of(ProfileThreadSnapshotRecord.TASK_ID,
+            ProfileThreadSnapshotRecord.SEGMENT_ID,
+            ProfileThreadSnapshotRecord.DUMP_TIME,
+            ProfileThreadSnapshotRecord.SEQUENCE,
+            ProfileThreadSnapshotRecord.TIME_BUCKET,
+            ProfileThreadSnapshotRecord.STACK_BINARY);
+
+    private static final Set<String> TAGS_TRACE = ImmutableSet.of(SegmentRecord.TRACE_ID,
+            SegmentRecord.IS_ERROR,
+            SegmentRecord.SERVICE_ID,
+            SegmentRecord.SERVICE_INSTANCE_ID,
+            SegmentRecord.ENDPOINT_ID,
+            SegmentRecord.LATENCY,
+            SegmentRecord.START_TIME);
+
+    private static final Set<String> TAGS_TRACE_ALL = ImmutableSet.of(SegmentRecord.TRACE_ID,
+            SegmentRecord.IS_ERROR,
+            SegmentRecord.SERVICE_ID,
+            SegmentRecord.SERVICE_INSTANCE_ID,
+            SegmentRecord.ENDPOINT_ID,
+            SegmentRecord.LATENCY,
+            SegmentRecord.START_TIME,
+            SegmentRecord.TIME_BUCKET,
+            SegmentRecord.DATA_BINARY);
+
+    protected final ProfileThreadSnapshotRecord.Builder builder =
+            new ProfileThreadSnapshotRecord.Builder();
+
+    public BanyanDBProfileThreadSnapshotQueryDAO(BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    @Override
+    public List<BasicTrace> queryProfiledSegments(String taskId) throws IOException {
+        StreamQueryResponse resp = query(ProfileThreadSnapshotRecord.INDEX_NAME,
+                TAGS_BASIC,
+                new QueryBuilder<StreamQuery>() {
+                    @Override
+                    public void apply(StreamQuery query) {
+                        query.and(eq(ProfileThreadSnapshotRecord.TASK_ID, taskId))
+                                .and(eq(ProfileThreadSnapshotRecord.SEQUENCE, 0L));
+                    }
+                });
+
+        if (resp.getElements().isEmpty()) {
+            return Collections.emptyList();
+        }
+
+        final List<String> segmentIds = new LinkedList<>();
+        for (final RowEntity rowEntity : resp.getElements()) {
+            segmentIds.add(rowEntity.getTagValue(ProfileThreadSnapshotRecord.SEGMENT_ID));
+        }
+
+        // TODO: support `IN` or `OR` logic operation in BanyanDB
+        List<BasicTrace> basicTraces = new ArrayList<>();
+        for (String segmentID : segmentIds) {
+            final StreamQueryResponse segmentRecordResp = query(SegmentRecord.INDEX_NAME,
+                    TAGS_TRACE,
+                    new QueryBuilder<StreamQuery>() {
+                        @Override
+                        public void apply(StreamQuery traceQuery) {
+                            traceQuery.and(eq(SegmentRecord.SEGMENT_ID, segmentID));
+                        }
+                    });
+
+            for (final RowEntity row : segmentRecordResp.getElements()) {
+                BasicTrace basicTrace = new BasicTrace();
+
+                basicTrace.setSegmentId(row.getId());
+                basicTrace.setStart(String.valueOf((Number) row.getTagValue(SegmentRecord.START_TIME)));
+                basicTrace.getEndpointNames().add(IDManager.EndpointID.analysisId(
+                        row.getTagValue(SegmentRecord.ENDPOINT_ID)
+                ).getEndpointName());
+                basicTrace.setDuration(((Number) row.getTagValue(SegmentRecord.LATENCY)).intValue());
+                basicTrace.setError(BooleanUtils.valueToBoolean(
+                        ((Number) row.getTagValue(SegmentRecord.IS_ERROR)).intValue()
+                ));
+                basicTrace.getTraceIds().add(row.getTagValue(SegmentRecord.TRACE_ID));
+
+                basicTraces.add(basicTrace);
+            }
+        }
+
+        // TODO: Sort in DB with DESC
+        basicTraces = basicTraces.stream()
+                // comparing start_time
+                .sorted(Comparator.comparing((Function<BasicTrace, Long>) basicTrace -> Long.parseLong(basicTrace.getStart()))
+                        // and sort in reverse order
+                        .reversed())
+                .collect(Collectors.toList());
+        return basicTraces;
+    }
+
+    @Override
+    public int queryMinSequence(String segmentId, long start, long end) throws IOException {
+        return querySequenceWithAgg(AggType.MIN, segmentId, start, end);
+    }
+
+    @Override
+    public int queryMaxSequence(String segmentId, long start, long end) throws IOException {
+        return querySequenceWithAgg(AggType.MAX, segmentId, start, end);
+    }
+
+    @Override
+    public List<ProfileThreadSnapshotRecord> queryRecords(String segmentId, int minSequence, int maxSequence) throws IOException {
+        StreamQueryResponse resp = query(ProfileThreadSnapshotRecord.INDEX_NAME,
+                TAGS_ALL,
+                new QueryBuilder<StreamQuery>() {
+                    @Override
+                    public void apply(StreamQuery query) {
+                        query.and(eq(ProfileThreadSnapshotRecord.SEGMENT_ID, segmentId))
+                                .and(lte(ProfileThreadSnapshotRecord.SEQUENCE, maxSequence))
+                                .and(gte(ProfileThreadSnapshotRecord.SEQUENCE, minSequence));
+                    }
+                });
+
+        List<ProfileThreadSnapshotRecord> result = new ArrayList<>(maxSequence - minSequence);
+        for (final RowEntity rowEntity : resp.getElements()) {
+            ProfileThreadSnapshotRecord record = this.builder.storage2Entity(
+                    new BanyanDBConverter.StorageToStream(ProfileThreadSnapshotRecord.INDEX_NAME, rowEntity));
+            result.add(record);
+        }
+        return result;
+    }
+
+    @Override
+    public SegmentRecord getProfiledSegment(String segmentId) throws IOException {
+        StreamQueryResponse resp = query(SegmentRecord.INDEX_NAME,
+                TAGS_TRACE_ALL,
+                new QueryBuilder<StreamQuery>() {
+                    @Override
+                    public void apply(StreamQuery query) {
+                        query.and(eq(SegmentRecord.SEGMENT_ID, segmentId));
+                    }
+                });
+
+        if (resp.size() == 0) {
+            return null;
+        }
+
+        final RowEntity rowEntity = resp.getElements().iterator().next();
+        return new SegmentRecord.Builder().storage2Entity(
+                new BanyanDBConverter.StorageToStream(SegmentRecord.INDEX_NAME, rowEntity));
+    }
+
+    private int querySequenceWithAgg(AggType aggType, String segmentId, long start, long end) throws IOException {
+        StreamQueryResponse resp = query(ProfileThreadSnapshotRecord.INDEX_NAME,
+                TAGS_ALL,
+                new QueryBuilder<StreamQuery>() {
+                    @Override
+                    public void apply(StreamQuery query) {
+                        query.and(eq(ProfileThreadSnapshotRecord.SEGMENT_ID, segmentId))
+                                .and(lte(ProfileThreadSnapshotRecord.DUMP_TIME, end))
+                                .and(gte(ProfileThreadSnapshotRecord.DUMP_TIME, start));
+                    }
+                });
+
+        List<ProfileThreadSnapshotRecord> records = new ArrayList<>();
+        for (final RowEntity rowEntity : resp.getElements()) {
+            ProfileThreadSnapshotRecord record = this.builder.storage2Entity(
+                    new BanyanDBConverter.StorageToStream(ProfileThreadSnapshotRecord.INDEX_NAME, rowEntity));
+
+            records.add(record);
+        }
+
+        switch (aggType) {
+            case MIN:
+                int minValue = Integer.MAX_VALUE;
+                for (final ProfileThreadSnapshotRecord record : records) {
+                    int sequence = record.getSequence();
+                    minValue = Math.min(minValue, sequence);
+                }
+                return minValue;
+            case MAX:
+                int maxValue = Integer.MIN_VALUE;
+                for (ProfileThreadSnapshotRecord record : records) {
+                    int sequence = record.getSequence();
+                    maxValue = Math.max(maxValue, sequence);
+                }
+                return maxValue;
+            default:
+                throw new IllegalArgumentException("should not reach this line");
+        }
+    }
+
+    enum AggType {
+        MIN, MAX
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/stream/BanyanDBRecordDAO.java

@@ -0,0 +1,54 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.stream;
+
+import lombok.RequiredArgsConstructor;
+import org.apache.skywalking.banyandb.v1.client.StreamWrite;
+import org.apache.skywalking.oap.server.core.analysis.TimeBucket;
+import org.apache.skywalking.oap.server.core.analysis.record.Record;
+import org.apache.skywalking.oap.server.core.storage.IRecordDAO;
+import org.apache.skywalking.oap.server.core.storage.model.Model;
+import org.apache.skywalking.oap.server.core.storage.type.Convert2Storage;
+import org.apache.skywalking.oap.server.core.storage.type.StorageBuilder;
+import org.apache.skywalking.oap.server.library.client.request.InsertRequest;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBConverter;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.MetadataRegistry;
+
+import java.io.IOException;
+
+@RequiredArgsConstructor
+public class BanyanDBRecordDAO implements IRecordDAO {
+    private final StorageBuilder<Record> storageBuilder;
+
+    @Override
+    public InsertRequest prepareBatchInsert(Model model, Record record) throws IOException {
+        MetadataRegistry.Schema schema = MetadataRegistry.INSTANCE.findMetadata(model.getName());
+        if (schema == null) {
+            throw new IOException(model.getName() + " is not registered");
+        }
+        StreamWrite streamWrite = new StreamWrite(schema.getMetadata().getGroup(), // group name
+                model.getName(), // index-name
+                record.id(), // identity
+                TimeBucket.getTimestamp(record.getTimeBucket(), model.getDownsampling())); // timestamp
+        Convert2Storage<StreamWrite> convert2Storage = new BanyanDBConverter.StreamToStorage(schema, streamWrite);
+        storageBuilder.entity2Storage(record, convert2Storage);
+
+        return new BanyanDBStreamInsertRequest(convert2Storage.obtain());
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/stream/BanyanDBStorageDAO.java

@@ -0,0 +1,63 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.stream;
+
+import lombok.extern.slf4j.Slf4j;
+import org.apache.skywalking.oap.server.core.analysis.config.NoneStream;
+import org.apache.skywalking.oap.server.core.analysis.management.ManagementData;
+import org.apache.skywalking.oap.server.core.analysis.metrics.Metrics;
+import org.apache.skywalking.oap.server.core.analysis.record.Record;
+import org.apache.skywalking.oap.server.core.storage.AbstractDAO;
+import org.apache.skywalking.oap.server.core.storage.IManagementDAO;
+import org.apache.skywalking.oap.server.core.storage.IMetricsDAO;
+import org.apache.skywalking.oap.server.core.storage.INoneStreamDAO;
+import org.apache.skywalking.oap.server.core.storage.IRecordDAO;
+import org.apache.skywalking.oap.server.core.storage.StorageDAO;
+import org.apache.skywalking.oap.server.core.storage.type.StorageBuilder;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBManagementDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.measure.BanyanDBMetricsDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBNoneStreamDAO;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageClient;
+
+@Slf4j
+public class BanyanDBStorageDAO extends AbstractDAO<BanyanDBStorageClient> implements StorageDAO {
+    public BanyanDBStorageDAO(BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    @Override
+    public IMetricsDAO newMetricsDao(StorageBuilder storageBuilder) {
+        return new BanyanDBMetricsDAO(getClient(), (StorageBuilder<Metrics>) storageBuilder);
+    }
+
+    @Override
+    public IRecordDAO newRecordDao(StorageBuilder storageBuilder) {
+        return new BanyanDBRecordDAO((StorageBuilder<Record>) storageBuilder);
+    }
+
+    @Override
+    public INoneStreamDAO newNoneStreamDao(StorageBuilder storageBuilder) {
+        return new BanyanDBNoneStreamDAO(getClient(), (StorageBuilder<NoneStream>) storageBuilder);
+    }
+
+    @Override
+    public IManagementDAO newManagementDao(StorageBuilder storageBuilder) {
+        return new BanyanDBManagementDAO(getClient(), (StorageBuilder<ManagementData>) storageBuilder);
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/stream/BanyanDBStreamInsertRequest.java

@@ -0,0 +1,30 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.stream;
+
+import lombok.Getter;
+import lombok.RequiredArgsConstructor;
+import org.apache.skywalking.banyandb.v1.client.StreamWrite;
+import org.apache.skywalking.oap.server.library.client.request.InsertRequest;
+
+@RequiredArgsConstructor
+@Getter
+public class BanyanDBStreamInsertRequest implements InsertRequest {
+    private final StreamWrite streamWrite;
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/stream/BanyanDBTraceQueryDAO.java

@@ -0,0 +1,193 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.stream;
+
+import com.google.common.collect.ImmutableSet;
+import org.apache.skywalking.banyandb.v1.client.AbstractQuery;
+import org.apache.skywalking.banyandb.v1.client.RowEntity;
+import org.apache.skywalking.banyandb.v1.client.StreamQuery;
+import org.apache.skywalking.banyandb.v1.client.StreamQueryResponse;
+import org.apache.skywalking.banyandb.v1.client.TimestampRange;
+import org.apache.skywalking.oap.server.core.analysis.IDManager;
+import org.apache.skywalking.oap.server.core.analysis.TimeBucket;
+import org.apache.skywalking.oap.server.core.analysis.manual.searchtag.Tag;
+import org.apache.skywalking.oap.server.core.analysis.manual.segment.SegmentRecord;
+import org.apache.skywalking.oap.server.core.query.type.BasicTrace;
+import org.apache.skywalking.oap.server.core.query.type.QueryOrder;
+import org.apache.skywalking.oap.server.core.query.type.Span;
+import org.apache.skywalking.oap.server.core.query.type.TraceBrief;
+import org.apache.skywalking.oap.server.core.query.type.TraceState;
+import org.apache.skywalking.oap.server.core.storage.query.ITraceQueryDAO;
+import org.apache.skywalking.oap.server.library.util.BooleanUtils;
+import org.apache.skywalking.oap.server.library.util.CollectionUtils;
+import org.apache.skywalking.oap.server.library.util.StringUtil;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBConverter;
+import org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageClient;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+import java.util.Set;
+
+public class BanyanDBTraceQueryDAO extends AbstractBanyanDBDAO implements ITraceQueryDAO {
+    private static final Set<String> BASIC_TAGS = ImmutableSet.of(SegmentRecord.TRACE_ID,
+            SegmentRecord.IS_ERROR,
+            SegmentRecord.SERVICE_ID,
+            SegmentRecord.SERVICE_INSTANCE_ID,
+            SegmentRecord.ENDPOINT_ID,
+            SegmentRecord.LATENCY,
+            SegmentRecord.START_TIME,
+            SegmentRecord.TAGS
+    );
+
+    private static final Set<String> TAGS = ImmutableSet.of(SegmentRecord.TRACE_ID,
+            SegmentRecord.IS_ERROR,
+            SegmentRecord.SERVICE_ID,
+            SegmentRecord.SERVICE_INSTANCE_ID,
+            SegmentRecord.ENDPOINT_ID,
+            SegmentRecord.LATENCY,
+            SegmentRecord.START_TIME,
+            SegmentRecord.TIME_BUCKET,
+            SegmentRecord.DATA_BINARY);
+
+    public BanyanDBTraceQueryDAO(BanyanDBStorageClient client) {
+        super(client);
+    }
+
+    @Override
+    public TraceBrief queryBasicTraces(long startSecondTB, long endSecondTB, long minDuration, long maxDuration, String serviceId, String serviceInstanceId, String endpointId, String traceId, int limit, int from, TraceState traceState, QueryOrder queryOrder, List<Tag> tags) throws IOException {
+        final QueryBuilder<StreamQuery> q = new QueryBuilder<StreamQuery>() {
+            @Override
+            public void apply(StreamQuery query) {
+                if (minDuration != 0) {
+                    // duration >= minDuration
+                    query.and(gte(SegmentRecord.LATENCY, minDuration));
+                }
+                if (maxDuration != 0) {
+                    // duration <= maxDuration
+                    query.and(lte(SegmentRecord.LATENCY, maxDuration));
+                }
+
+                if (StringUtil.isNotEmpty(serviceId)) {
+                    query.and(eq(SegmentRecord.SERVICE_ID, serviceId));
+                }
+
+                if (StringUtil.isNotEmpty(serviceInstanceId)) {
+                    query.and(eq(SegmentRecord.SERVICE_INSTANCE_ID, serviceInstanceId));
+                }
+
+                if (StringUtil.isNotEmpty(endpointId)) {
+                    query.and(eq(SegmentRecord.ENDPOINT_ID, endpointId));
+                }
+
+                switch (traceState) {
+                    case ERROR:
+                        query.and(eq(SegmentRecord.IS_ERROR, BooleanUtils.TRUE));
+                        break;
+                    case SUCCESS:
+                        query.and(eq(SegmentRecord.IS_ERROR, BooleanUtils.FALSE));
+                        break;
+                }
+
+                switch (queryOrder) {
+                    case BY_START_TIME:
+                        query.setOrderBy(new StreamQuery.OrderBy(SegmentRecord.START_TIME, AbstractQuery.Sort.DESC));
+                        break;
+                    case BY_DURATION:
+                        query.setOrderBy(new StreamQuery.OrderBy(SegmentRecord.LATENCY, AbstractQuery.Sort.DESC));
+                        break;
+                }
+
+                if (CollectionUtils.isNotEmpty(tags)) {
+                    List<String> tagsConditions = new ArrayList<>(tags.size());
+                    for (final Tag tag : tags) {
+                        tagsConditions.add(tag.toString());
+                    }
+                    query.and(having(SegmentRecord.TAGS, tagsConditions));
+                }
+
+                query.setLimit(limit);
+                query.setOffset(from);
+            }
+        };
+
+        TimestampRange tsRange = null;
+
+        if (startSecondTB > 0 && endSecondTB > 0) {
+            tsRange = new TimestampRange(TimeBucket.getTimestamp(startSecondTB), TimeBucket.getTimestamp(endSecondTB));
+        }
+
+        StreamQueryResponse resp = query(SegmentRecord.INDEX_NAME,
+                BASIC_TAGS,
+                tsRange, q);
+
+        TraceBrief traceBrief = new TraceBrief();
+        traceBrief.setTotal(resp.size());
+
+        if (resp.size() == 0) {
+            return traceBrief;
+        }
+
+        for (final RowEntity row : resp.getElements()) {
+            BasicTrace basicTrace = new BasicTrace();
+
+            basicTrace.setSegmentId(row.getId());
+            basicTrace.setStart(String.valueOf((Number) row.getTagValue(SegmentRecord.START_TIME)));
+            basicTrace.getEndpointNames().add(IDManager.EndpointID.analysisId(
+                    row.getTagValue(SegmentRecord.ENDPOINT_ID)
+            ).getEndpointName());
+            basicTrace.setDuration(((Number) row.getTagValue(SegmentRecord.LATENCY)).intValue());
+            basicTrace.setError(BooleanUtils.valueToBoolean(
+                    ((Number) row.getTagValue(SegmentRecord.IS_ERROR)).intValue()
+            ));
+            basicTrace.getTraceIds().add(row.getTagValue(SegmentRecord.TRACE_ID));
+
+            traceBrief.getTraces().add(basicTrace);
+        }
+
+        return traceBrief;
+    }
+
+    @Override
+    public List<SegmentRecord> queryByTraceId(String traceId) throws IOException {
+        StreamQueryResponse resp = query(SegmentRecord.INDEX_NAME, TAGS,
+                new QueryBuilder<StreamQuery>() {
+                    @Override
+                    public void apply(StreamQuery query) {
+                        query.and(eq(SegmentRecord.TRACE_ID, traceId));
+                    }
+                });
+
+        List<SegmentRecord> segmentRecords = new ArrayList<>(resp.getElements().size());
+
+        for (final RowEntity rowEntity : resp.getElements()) {
+            SegmentRecord segmentRecord = new SegmentRecord.Builder().storage2Entity(
+                    new BanyanDBConverter.StorageToStream(SegmentRecord.INDEX_NAME, rowEntity));
+            segmentRecords.add(segmentRecord);
+        }
+
+        return segmentRecords;
+    }
+
+    @Override
+    public List<Span> doFlexibleTraceQuery(String traceId) throws IOException {
+        return Collections.emptyList();
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/util/ByteUtil.java

@@ -0,0 +1,44 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.util;
+
+import io.netty.buffer.ByteBuf;
+import io.netty.buffer.Unpooled;
+
+public class ByteUtil {
+    private static final ThreadLocal<ByteBuf> BYTE_BUFFER = ThreadLocal.withInitial(() -> Unpooled.buffer(8));
+
+    public static Double bytes2Double(byte[] bytes) {
+        final ByteBuf buf = BYTE_BUFFER.get();
+        try {
+            return buf.writeBytes(bytes).readDouble();
+        } finally {
+            buf.clear();
+        }
+    }
+
+    public static byte[] double2Bytes(double number) {
+        final ByteBuf buf = BYTE_BUFFER.get();
+        try {
+            return buf.writeDouble(number).array();
+        } finally {
+            buf.clear();
+        }
+    }
+}

oap-server/server-storage-plugin/storage-banyandb-plugin/src/main/resources/META-INF/services/org.apache.skywalking.oap.server.library.module.ModuleProvider

@@ -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.
+#
+#
+
+org.apache.skywalking.oap.server.storage.plugin.banyandb.BanyanDBStorageProvider

oap-server/server-storage-plugin/storage-banyandb-plugin/src/test/java/org/apache/skywalking/oap/server/storage/plugin/banyandb/util/ByteUtilTest.java

@@ -0,0 +1,44 @@
+/*
+ * 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.oap.server.storage.plugin.banyandb.util;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+public class ByteUtilTest {
+    @Test
+    public void testConvertDoubleAndBackOnce() {
+        double pi = 3.14159;
+        byte[] data = ByteUtil.double2Bytes(pi);
+        Assert.assertEquals(8, data.length);
+        Assert.assertEquals(pi, ByteUtil.bytes2Double(data), 0.00001);
+    }
+
+    @Test
+    public void testConvertDoubleAndBackTwice() {
+        double pi = 3.14159;
+        byte[] binaryPI = ByteUtil.double2Bytes(pi);
+        Assert.assertEquals(8, binaryPI.length);
+        Assert.assertEquals(pi, ByteUtil.bytes2Double(binaryPI), 0.00001);
+        double e = 2.71828;
+        byte[] binaryE = ByteUtil.double2Bytes(e);
+        Assert.assertEquals(8, binaryE.length);
+        Assert.assertEquals(e, ByteUtil.bytes2Double(binaryE), 0.00001);
+    }
+}

tools/dependencies/known-oap-backend-dependencies.txt

@@ -12,6 +12,7 @@ armeria-graphql-1.14.1.jar
 armeria-graphql-protocol-1.14.1.jar
 armeria-protobuf-1.14.1.jar
 audience-annotations-0.5.0.jar
+banyandb-java-client-0.1.0-SNAPSHOT.jar
 bcpkix-jdk15on-1.69.jar
 bcprov-ext-jdk15on-1.69.jar
 bcprov-jdk15on-1.69.jar