jerryshao commented on code in PR #7828:
URL: https://github.com/apache/gravitino/pull/7828#discussion_r2289979199


##########
catalogs/catalog-hive/src/test/java/org/apache/gravitino/catalog/hive/integration/test/StatisticHiveIT.java:
##########
@@ -0,0 +1,391 @@
+/*
+ * 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.gravitino.catalog.hive.integration.test;
+
+import static 
org.apache.gravitino.catalog.hive.HiveCatalogPropertiesMetadata.METASTORE_URIS;
+
+import com.google.common.collect.Lists;
+import com.google.common.collect.Maps;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import org.apache.gravitino.Catalog;
+import org.apache.gravitino.NameIdentifier;
+import org.apache.gravitino.client.GravitinoMetalake;
+import org.apache.gravitino.exceptions.IllegalStatisticNameException;
+import org.apache.gravitino.integration.test.container.ContainerSuite;
+import org.apache.gravitino.integration.test.container.HiveContainer;
+import org.apache.gravitino.integration.test.util.BaseIT;
+import org.apache.gravitino.integration.test.util.GravitinoITUtils;
+import org.apache.gravitino.rel.Column;
+import org.apache.gravitino.rel.Table;
+import org.apache.gravitino.rel.expressions.NamedReference;
+import org.apache.gravitino.rel.expressions.distributions.Distribution;
+import org.apache.gravitino.rel.expressions.distributions.Distributions;
+import org.apache.gravitino.rel.expressions.distributions.Strategy;
+import org.apache.gravitino.rel.expressions.sorts.NullOrdering;
+import org.apache.gravitino.rel.expressions.sorts.SortDirection;
+import org.apache.gravitino.rel.expressions.sorts.SortOrder;
+import org.apache.gravitino.rel.expressions.sorts.SortOrders;
+import org.apache.gravitino.rel.expressions.transforms.Transforms;
+import org.apache.gravitino.rel.types.Types;
+import org.apache.gravitino.stats.PartitionRange;
+import org.apache.gravitino.stats.PartitionStatistics;
+import org.apache.gravitino.stats.PartitionStatisticsDrop;
+import org.apache.gravitino.stats.PartitionStatisticsModification;
+import org.apache.gravitino.stats.PartitionStatisticsUpdate;
+import org.apache.gravitino.stats.Statistic;
+import org.apache.gravitino.stats.StatisticValue;
+import org.apache.gravitino.stats.StatisticValues;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Tag;
+import org.junit.jupiter.api.Test;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+@Tag("gravitino-docker-test")
+public class StatisticHiveIT extends BaseIT {
+
+  private static final Logger LOG = 
LoggerFactory.getLogger(StatisticHiveIT.class);
+  public static final String metalakeName =
+      GravitinoITUtils.genRandomName("cataloghiveit_metalake");
+  public String catalogName = 
GravitinoITUtils.genRandomName("cataloghiveit_catalog");
+  public String SCHEMA_PREFIX = "cataloghiveit_schema";
+  public String schemaName = GravitinoITUtils.genRandomName(SCHEMA_PREFIX);
+  public String TABLE_PREFIX = "cataloghiveit_table";
+  public String tableName = GravitinoITUtils.genRandomName(TABLE_PREFIX);
+  public static final String TABLE_COMMENT = "table_comment";
+  public static final String HIVE_COL_NAME1 = "hive_col_name1";
+  public static final String HIVE_COL_NAME2 = "hive_col_name2";
+  public static final String HIVE_COL_NAME3 = "hive_col_name3";
+  private String HIVE_METASTORE_URIS;
+  private final String provider = "hive";
+  private final ContainerSuite containerSuite = ContainerSuite.getInstance();
+  private GravitinoMetalake metalake;
+  private Catalog catalog;
+  private Table table;
+
+  @BeforeAll
+  public void startup() {
+    startNecessaryContainer();
+
+    createMetalake();
+    createCatalog();
+    createSchema();
+    createTable();
+  }
+
+  @Test
+  public void testTableStatisticLifeCycle() {
+    // list empty statistics
+    List<Statistic> statistics = table.supportsStatistics().listStatistics();
+    Assertions.assertTrue(statistics.isEmpty());
+
+    // update statistics
+    Map<String, StatisticValue<?>> updateStatistics = Maps.newHashMap();
+    updateStatistics.put("custom-k1", StatisticValues.stringValue("v1"));
+    updateStatistics.put("custom-k2", StatisticValues.stringValue("v2"));
+    table.supportsStatistics().updateStatistics(updateStatistics);
+
+    statistics = table.supportsStatistics().listStatistics();
+    Assertions.assertEquals(2, statistics.size());
+    statistics.sort(Comparator.comparing(Statistic::name));
+
+    Assertions.assertEquals(statistics.get(0).name(), "custom-k1");
+    Assertions.assertEquals(statistics.get(0).value().get(), 
StatisticValues.stringValue("v1"));
+    Assertions.assertEquals(statistics.get(1).name(), "custom-k2");
+    Assertions.assertEquals(statistics.get(1).value().get(), 
StatisticValues.stringValue("v2"));
+
+    // update partial statistics
+    updateStatistics.clear();
+    updateStatistics.put("custom-k1", StatisticValues.stringValue("v1-1"));
+    updateStatistics.put("custom-k3", StatisticValues.stringValue("v3"));
+    table.supportsStatistics().updateStatistics(updateStatistics);
+
+    statistics = table.supportsStatistics().listStatistics();
+    Assertions.assertEquals(3, statistics.size());
+    statistics.sort(Comparator.comparing(Statistic::name));
+
+    Assertions.assertEquals(statistics.get(0).name(), "custom-k1");
+    Assertions.assertEquals(statistics.get(0).value().get(), 
StatisticValues.stringValue("v1-1"));
+    Assertions.assertEquals(statistics.get(1).name(), "custom-k2");
+    Assertions.assertEquals(statistics.get(1).value().get(), 
StatisticValues.stringValue("v2"));
+    Assertions.assertEquals(statistics.get(2).name(), "custom-k3");
+    Assertions.assertEquals(statistics.get(2).value().get(), 
StatisticValues.stringValue("v3"));
+
+    // update illegal stats
+    Map<String, StatisticValue<?>> illegalUpdateStatistics = Maps.newHashMap();
+    illegalUpdateStatistics.put("k1", StatisticValues.stringValue("v1-2"));
+    Assertions.assertThrows(
+        IllegalStatisticNameException.class,
+        () -> 
table.supportsStatistics().updateStatistics(illegalUpdateStatistics));
+
+    // drop statistics
+    List<String> statisticsToDrop = Lists.newArrayList("custom-k1");
+    table.supportsStatistics().dropStatistics(statisticsToDrop);
+
+    statistics = table.supportsStatistics().listStatistics();
+    Assertions.assertEquals(2, statistics.size());
+
+    statistics.sort(Comparator.comparing(Statistic::name));
+    Assertions.assertEquals(statistics.get(0).name(), "custom-k2");
+    Assertions.assertEquals(statistics.get(0).value().get(), 
StatisticValues.stringValue("v2"));
+    Assertions.assertEquals(statistics.get(1).name(), "custom-k3");
+    Assertions.assertEquals(statistics.get(1).value().get(), 
StatisticValues.stringValue("v3"));
+  }
+
+  @Test
+  public void testPartitionStatisticLifeCycle() {
+    // list empty partition statistics
+    PartitionRange range = PartitionRange.downTo("p0", 
PartitionRange.BoundType.CLOSED);
+    table.supportsPartitionStatistics().listPartitionStatistics(range);
+
+    // update partition statistics
+    List<PartitionStatisticsUpdate> statisticsToUpdate = Lists.newArrayList();
+    Map<String, StatisticValue<?>> stats = Maps.newHashMap();
+    stats.put("custom-k1", StatisticValues.stringValue("v1"));
+    stats.put("custom-k2", StatisticValues.stringValue("v2"));
+    statisticsToUpdate.add(PartitionStatisticsModification.update("p1", 
stats));
+    
table.supportsPartitionStatistics().updatePartitionStatistics(statisticsToUpdate);
+
+    List<PartitionStatistics> listedStats =
+        table.supportsPartitionStatistics().listPartitionStatistics(range);
+    Assertions.assertEquals(1, listedStats.size());
+    PartitionStatistics partitionStatistics = listedStats.get(0);
+    Assertions.assertEquals("p1", partitionStatistics.partitionName());
+    Statistic[] statistics = partitionStatistics.statistics();
+    Assertions.assertEquals(2, statistics.length);
+    Arrays.sort(statistics, Comparator.comparing(Statistic::name));
+    Assertions.assertEquals(statistics[0].name(), "custom-k1");
+    Assertions.assertEquals(statistics[0].value().get(), 
StatisticValues.stringValue("v1"));
+    Assertions.assertEquals(statistics[1].name(), "custom-k2");
+    Assertions.assertEquals(statistics[1].value().get(), 
StatisticValues.stringValue("v2"));
+
+    // update partial partition statistics
+    statisticsToUpdate.clear();
+    stats.clear();
+    stats.put("custom-k1", StatisticValues.stringValue("v1-1"));
+    stats.put("custom-k3", StatisticValues.stringValue("v3"));
+    statisticsToUpdate.add(PartitionStatisticsModification.update("p0", 
stats));
+    statisticsToUpdate.add(PartitionStatisticsModification.update("p1", 
stats));
+    
table.supportsPartitionStatistics().updatePartitionStatistics(statisticsToUpdate);
+
+    listedStats = 
table.supportsPartitionStatistics().listPartitionStatistics(range);
+    Assertions.assertEquals(2, listedStats.size());
+    listedStats.sort(Comparator.comparing(PartitionStatistics::partitionName));
+    partitionStatistics = listedStats.get(0);
+    Assertions.assertEquals("p0", partitionStatistics.partitionName());
+    statistics = partitionStatistics.statistics();
+    Assertions.assertEquals(2, statistics.length);
+    Arrays.sort(statistics, Comparator.comparing(Statistic::name));
+    Assertions.assertEquals(statistics[0].name(), "custom-k1");
+    Assertions.assertEquals(statistics[0].value().get(), 
StatisticValues.stringValue("v1-1"));
+    Assertions.assertEquals(statistics[1].name(), "custom-k3");
+    Assertions.assertEquals(statistics[1].value().get(), 
StatisticValues.stringValue("v3"));
+    partitionStatistics = listedStats.get(1);
+    Assertions.assertEquals("p1", partitionStatistics.partitionName());
+    statistics = partitionStatistics.statistics();
+    Assertions.assertEquals(3, statistics.length);
+    Arrays.sort(statistics, Comparator.comparing(Statistic::name));
+    Assertions.assertEquals(statistics[0].name(), "custom-k1");
+    Assertions.assertEquals(statistics[0].value().get(), 
StatisticValues.stringValue("v1-1"));
+    Assertions.assertEquals(statistics[1].name(), "custom-k2");
+    Assertions.assertEquals(statistics[1].value().get(), 
StatisticValues.stringValue("v2"));
+    Assertions.assertEquals(statistics[2].name(), "custom-k3");
+    Assertions.assertEquals(statistics[2].value().get(), 
StatisticValues.stringValue("v3"));
+
+    // update illegal partition stats
+    Map<String, StatisticValue<?>> illegalUpdateStatistics = Maps.newHashMap();
+    illegalUpdateStatistics.put("k1", StatisticValues.stringValue("v1-2"));
+    Assertions.assertThrows(
+        IllegalStatisticNameException.class,
+        () ->
+            table
+                .supportsPartitionStatistics()
+                .updatePartitionStatistics(
+                    Lists.newArrayList(
+                        PartitionStatisticsModification.update("p0", 
illegalUpdateStatistics))));
+
+    // drop partition statistics
+    List<PartitionStatisticsDrop> statisticsToDrop = Lists.newArrayList();
+    statisticsToDrop.add(
+        PartitionStatisticsModification.drop("p0", 
Lists.newArrayList("custom-k1")));
+
+    
table.supportsPartitionStatistics().dropPartitionStatistics(statisticsToDrop);
+
+    listedStats = 
table.supportsPartitionStatistics().listPartitionStatistics(range);
+    Assertions.assertEquals(2, listedStats.size());
+    listedStats.sort(Comparator.comparing(PartitionStatistics::partitionName));
+    partitionStatistics = listedStats.get(0);
+    Assertions.assertEquals("p0", partitionStatistics.partitionName());
+    statistics = partitionStatistics.statistics();
+    Assertions.assertEquals(1, statistics.length);
+    Assertions.assertEquals(statistics[0].name(), "custom-k3");
+    Assertions.assertEquals(statistics[0].value().get(), 
StatisticValues.stringValue("v3"));
+
+    partitionStatistics = listedStats.get(1);
+    Assertions.assertEquals("p1", partitionStatistics.partitionName());
+    statistics = partitionStatistics.statistics();
+    Assertions.assertEquals(3, statistics.length);
+    Arrays.sort(statistics, Comparator.comparing(Statistic::name));
+    Assertions.assertEquals(statistics[0].name(), "custom-k1");
+    Assertions.assertEquals(statistics[0].value().get(), 
StatisticValues.stringValue("v1-1"));
+    Assertions.assertEquals(statistics[1].name(), "custom-k2");
+    Assertions.assertEquals(statistics[1].value().get(), 
StatisticValues.stringValue("v2"));
+    Assertions.assertEquals(statistics[2].name(), "custom-k3");
+    Assertions.assertEquals(statistics[2].value().get(), 
StatisticValues.stringValue("v3"));
+
+    // Test range cases
+    range = PartitionRange.downTo("p1", PartitionRange.BoundType.OPEN);
+    listedStats = 
table.supportsPartitionStatistics().listPartitionStatistics(range);
+    Assertions.assertTrue(listedStats.isEmpty());
+
+    range = PartitionRange.upTo("p1", PartitionRange.BoundType.OPEN);
+    listedStats = 
table.supportsPartitionStatistics().listPartitionStatistics(range);
+    Assertions.assertEquals(1, listedStats.size());
+
+    range = PartitionRange.upTo("p1", PartitionRange.BoundType.CLOSED);
+    listedStats = 
table.supportsPartitionStatistics().listPartitionStatistics(range);
+    Assertions.assertEquals(2, listedStats.size());
+  }
+
+  protected void startNecessaryContainer() {
+    containerSuite.startHiveContainer();
+
+    HIVE_METASTORE_URIS =
+        String.format(
+            "thrift://%s:%d",
+            containerSuite.getHiveContainer().getContainerIpAddress(),
+            HiveContainer.HIVE_METASTORE_PORT);
+  }
+
+  private void createMetalake() {
+    GravitinoMetalake[] gravitinoMetalakes = client.listMetalakes();
+    Assertions.assertEquals(0, gravitinoMetalakes.length);
+
+    client.createMetalake(metalakeName, "comment", Collections.emptyMap());
+    GravitinoMetalake loadMetalake = client.loadMetalake(metalakeName);
+    Assertions.assertEquals(metalakeName, loadMetalake.name());
+
+    metalake = loadMetalake;
+  }
+
+  protected void createCatalog() {
+    Map<String, String> properties = Maps.newHashMap();
+    properties.put(METASTORE_URIS, HIVE_METASTORE_URIS);
+
+    metalake.createCatalog(catalogName, Catalog.Type.RELATIONAL, provider, 
"comment", properties);
+
+    catalog = metalake.loadCatalog(catalogName);
+  }
+
+  private void createSchema() {
+    Map<String, String> schemaProperties = createSchemaProperties();
+    String comment = "comment";
+    catalog.asSchemas().createSchema(schemaName, comment, schemaProperties);
+  }
+
+  private void createTable() {
+    Column[] columns = createColumns();
+
+    NameIdentifier nameIdentifier = NameIdentifier.of(schemaName, tableName);
+
+    Distribution distribution =
+        Distributions.of(Strategy.EVEN, 10, 
NamedReference.field(HIVE_COL_NAME1));
+
+    final SortOrder[] sortOrders =
+        new SortOrder[] {
+          SortOrders.of(
+              NamedReference.field(HIVE_COL_NAME2),
+              SortDirection.DESCENDING,
+              NullOrdering.NULLS_FIRST)
+        };
+
+    Map<String, String> properties = createProperties();
+    table =
+        catalog
+            .asTableCatalog()
+            .createTable(
+                nameIdentifier,
+                columns,
+                TABLE_COMMENT,
+                properties,
+                Transforms.EMPTY_TRANSFORM,
+                distribution,
+                sortOrders);
+  }
+
+  @AfterAll
+  public void stop() {
+    if (client != null) {
+      Arrays.stream(catalog.asSchemas().listSchemas())
+          .filter(schema -> !schema.equals("default"))
+          .forEach(
+              (schema -> {
+                catalog.asSchemas().dropSchema(schema, true);
+              }));
+      Arrays.stream(metalake.listCatalogs())
+          .forEach(
+              catalogName -> {
+                metalake.dropCatalog(catalogName, true);
+              });
+      client.dropMetalake(metalakeName, true);
+    }
+    try {
+      closer.close();
+    } catch (Exception e) {
+      LOG.error("Failed to close CloseableGroup", e);
+    }
+
+    client = null;
+  }
+
+  protected Map<String, String> createSchemaProperties() {
+    Map<String, String> properties = new HashMap<>();
+    properties.put("key1", "val1");
+    properties.put("key2", "val2");
+    properties.put(
+        "location",
+        String.format(
+            "hdfs://%s:%d/user/hive/warehouse/%s.db",
+            containerSuite.getHiveContainer().getContainerIpAddress(),
+            HiveContainer.HDFS_DEFAULTFS_PORT,
+            schemaName.toLowerCase()));
+    return properties;
+  }
+
+  private Column[] createColumns() {
+    Column col1 = Column.of(HIVE_COL_NAME1, Types.ByteType.get(), 
"col_1_comment");
+    Column col2 = Column.of(HIVE_COL_NAME2, Types.DateType.get(), 
"col_2_comment");
+    Column col3 = Column.of(HIVE_COL_NAME3, Types.StringType.get(), 
"col_3_comment");
+    return new Column[] {col1, col2, col3};
+  }
+
+  protected Map<String, String> createProperties() {
+    Map<String, String> properties = Maps.newHashMap();
+    properties.put("key1", "val1");
+    properties.put("key2", "val2");
+    return properties;
+  }
+}

Review Comment:
   Why do you put the IT here, it is unrelated to hive catalog.



##########
catalogs/catalog-hive/src/test/java/org/apache/gravitino/catalog/hive/integration/test/StatisticHiveIT.java:
##########
@@ -0,0 +1,391 @@
+/*
+ * 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.gravitino.catalog.hive.integration.test;
+
+import static 
org.apache.gravitino.catalog.hive.HiveCatalogPropertiesMetadata.METASTORE_URIS;
+
+import com.google.common.collect.Lists;
+import com.google.common.collect.Maps;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import org.apache.gravitino.Catalog;
+import org.apache.gravitino.NameIdentifier;
+import org.apache.gravitino.client.GravitinoMetalake;
+import org.apache.gravitino.exceptions.IllegalStatisticNameException;
+import org.apache.gravitino.integration.test.container.ContainerSuite;
+import org.apache.gravitino.integration.test.container.HiveContainer;
+import org.apache.gravitino.integration.test.util.BaseIT;
+import org.apache.gravitino.integration.test.util.GravitinoITUtils;
+import org.apache.gravitino.rel.Column;
+import org.apache.gravitino.rel.Table;
+import org.apache.gravitino.rel.expressions.NamedReference;
+import org.apache.gravitino.rel.expressions.distributions.Distribution;
+import org.apache.gravitino.rel.expressions.distributions.Distributions;
+import org.apache.gravitino.rel.expressions.distributions.Strategy;
+import org.apache.gravitino.rel.expressions.sorts.NullOrdering;
+import org.apache.gravitino.rel.expressions.sorts.SortDirection;
+import org.apache.gravitino.rel.expressions.sorts.SortOrder;
+import org.apache.gravitino.rel.expressions.sorts.SortOrders;
+import org.apache.gravitino.rel.expressions.transforms.Transforms;
+import org.apache.gravitino.rel.types.Types;
+import org.apache.gravitino.stats.PartitionRange;
+import org.apache.gravitino.stats.PartitionStatistics;
+import org.apache.gravitino.stats.PartitionStatisticsDrop;
+import org.apache.gravitino.stats.PartitionStatisticsModification;
+import org.apache.gravitino.stats.PartitionStatisticsUpdate;
+import org.apache.gravitino.stats.Statistic;
+import org.apache.gravitino.stats.StatisticValue;
+import org.apache.gravitino.stats.StatisticValues;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Tag;
+import org.junit.jupiter.api.Test;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+@Tag("gravitino-docker-test")
+public class StatisticHiveIT extends BaseIT {
+
+  private static final Logger LOG = 
LoggerFactory.getLogger(StatisticHiveIT.class);
+  public static final String metalakeName =
+      GravitinoITUtils.genRandomName("cataloghiveit_metalake");
+  public String catalogName = 
GravitinoITUtils.genRandomName("cataloghiveit_catalog");
+  public String SCHEMA_PREFIX = "cataloghiveit_schema";
+  public String schemaName = GravitinoITUtils.genRandomName(SCHEMA_PREFIX);
+  public String TABLE_PREFIX = "cataloghiveit_table";
+  public String tableName = GravitinoITUtils.genRandomName(TABLE_PREFIX);
+  public static final String TABLE_COMMENT = "table_comment";
+  public static final String HIVE_COL_NAME1 = "hive_col_name1";
+  public static final String HIVE_COL_NAME2 = "hive_col_name2";
+  public static final String HIVE_COL_NAME3 = "hive_col_name3";
+  private String HIVE_METASTORE_URIS;
+  private final String provider = "hive";
+  private final ContainerSuite containerSuite = ContainerSuite.getInstance();
+  private GravitinoMetalake metalake;
+  private Catalog catalog;
+  private Table table;
+
+  @BeforeAll
+  public void startup() {
+    startNecessaryContainer();
+
+    createMetalake();
+    createCatalog();
+    createSchema();
+    createTable();
+  }
+
+  @Test
+  public void testTableStatisticLifeCycle() {
+    // list empty statistics
+    List<Statistic> statistics = table.supportsStatistics().listStatistics();
+    Assertions.assertTrue(statistics.isEmpty());
+
+    // update statistics
+    Map<String, StatisticValue<?>> updateStatistics = Maps.newHashMap();
+    updateStatistics.put("custom-k1", StatisticValues.stringValue("v1"));
+    updateStatistics.put("custom-k2", StatisticValues.stringValue("v2"));
+    table.supportsStatistics().updateStatistics(updateStatistics);
+
+    statistics = table.supportsStatistics().listStatistics();
+    Assertions.assertEquals(2, statistics.size());
+    statistics.sort(Comparator.comparing(Statistic::name));
+
+    Assertions.assertEquals(statistics.get(0).name(), "custom-k1");
+    Assertions.assertEquals(statistics.get(0).value().get(), 
StatisticValues.stringValue("v1"));
+    Assertions.assertEquals(statistics.get(1).name(), "custom-k2");
+    Assertions.assertEquals(statistics.get(1).value().get(), 
StatisticValues.stringValue("v2"));
+
+    // update partial statistics
+    updateStatistics.clear();
+    updateStatistics.put("custom-k1", StatisticValues.stringValue("v1-1"));
+    updateStatistics.put("custom-k3", StatisticValues.stringValue("v3"));
+    table.supportsStatistics().updateStatistics(updateStatistics);
+
+    statistics = table.supportsStatistics().listStatistics();
+    Assertions.assertEquals(3, statistics.size());
+    statistics.sort(Comparator.comparing(Statistic::name));
+
+    Assertions.assertEquals(statistics.get(0).name(), "custom-k1");
+    Assertions.assertEquals(statistics.get(0).value().get(), 
StatisticValues.stringValue("v1-1"));
+    Assertions.assertEquals(statistics.get(1).name(), "custom-k2");
+    Assertions.assertEquals(statistics.get(1).value().get(), 
StatisticValues.stringValue("v2"));
+    Assertions.assertEquals(statistics.get(2).name(), "custom-k3");
+    Assertions.assertEquals(statistics.get(2).value().get(), 
StatisticValues.stringValue("v3"));
+
+    // update illegal stats
+    Map<String, StatisticValue<?>> illegalUpdateStatistics = Maps.newHashMap();
+    illegalUpdateStatistics.put("k1", StatisticValues.stringValue("v1-2"));
+    Assertions.assertThrows(
+        IllegalStatisticNameException.class,
+        () -> 
table.supportsStatistics().updateStatistics(illegalUpdateStatistics));
+
+    // drop statistics
+    List<String> statisticsToDrop = Lists.newArrayList("custom-k1");
+    table.supportsStatistics().dropStatistics(statisticsToDrop);
+
+    statistics = table.supportsStatistics().listStatistics();
+    Assertions.assertEquals(2, statistics.size());
+
+    statistics.sort(Comparator.comparing(Statistic::name));
+    Assertions.assertEquals(statistics.get(0).name(), "custom-k2");
+    Assertions.assertEquals(statistics.get(0).value().get(), 
StatisticValues.stringValue("v2"));
+    Assertions.assertEquals(statistics.get(1).name(), "custom-k3");
+    Assertions.assertEquals(statistics.get(1).value().get(), 
StatisticValues.stringValue("v3"));
+  }
+
+  @Test
+  public void testPartitionStatisticLifeCycle() {
+    // list empty partition statistics
+    PartitionRange range = PartitionRange.downTo("p0", 
PartitionRange.BoundType.CLOSED);
+    table.supportsPartitionStatistics().listPartitionStatistics(range);
+
+    // update partition statistics
+    List<PartitionStatisticsUpdate> statisticsToUpdate = Lists.newArrayList();
+    Map<String, StatisticValue<?>> stats = Maps.newHashMap();
+    stats.put("custom-k1", StatisticValues.stringValue("v1"));
+    stats.put("custom-k2", StatisticValues.stringValue("v2"));
+    statisticsToUpdate.add(PartitionStatisticsModification.update("p1", 
stats));
+    
table.supportsPartitionStatistics().updatePartitionStatistics(statisticsToUpdate);
+
+    List<PartitionStatistics> listedStats =
+        table.supportsPartitionStatistics().listPartitionStatistics(range);
+    Assertions.assertEquals(1, listedStats.size());
+    PartitionStatistics partitionStatistics = listedStats.get(0);
+    Assertions.assertEquals("p1", partitionStatistics.partitionName());
+    Statistic[] statistics = partitionStatistics.statistics();
+    Assertions.assertEquals(2, statistics.length);
+    Arrays.sort(statistics, Comparator.comparing(Statistic::name));
+    Assertions.assertEquals(statistics[0].name(), "custom-k1");
+    Assertions.assertEquals(statistics[0].value().get(), 
StatisticValues.stringValue("v1"));
+    Assertions.assertEquals(statistics[1].name(), "custom-k2");
+    Assertions.assertEquals(statistics[1].value().get(), 
StatisticValues.stringValue("v2"));
+
+    // update partial partition statistics
+    statisticsToUpdate.clear();
+    stats.clear();
+    stats.put("custom-k1", StatisticValues.stringValue("v1-1"));
+    stats.put("custom-k3", StatisticValues.stringValue("v3"));
+    statisticsToUpdate.add(PartitionStatisticsModification.update("p0", 
stats));
+    statisticsToUpdate.add(PartitionStatisticsModification.update("p1", 
stats));
+    
table.supportsPartitionStatistics().updatePartitionStatistics(statisticsToUpdate);
+
+    listedStats = 
table.supportsPartitionStatistics().listPartitionStatistics(range);
+    Assertions.assertEquals(2, listedStats.size());
+    listedStats.sort(Comparator.comparing(PartitionStatistics::partitionName));
+    partitionStatistics = listedStats.get(0);
+    Assertions.assertEquals("p0", partitionStatistics.partitionName());
+    statistics = partitionStatistics.statistics();
+    Assertions.assertEquals(2, statistics.length);
+    Arrays.sort(statistics, Comparator.comparing(Statistic::name));
+    Assertions.assertEquals(statistics[0].name(), "custom-k1");
+    Assertions.assertEquals(statistics[0].value().get(), 
StatisticValues.stringValue("v1-1"));
+    Assertions.assertEquals(statistics[1].name(), "custom-k3");
+    Assertions.assertEquals(statistics[1].value().get(), 
StatisticValues.stringValue("v3"));
+    partitionStatistics = listedStats.get(1);
+    Assertions.assertEquals("p1", partitionStatistics.partitionName());
+    statistics = partitionStatistics.statistics();
+    Assertions.assertEquals(3, statistics.length);
+    Arrays.sort(statistics, Comparator.comparing(Statistic::name));
+    Assertions.assertEquals(statistics[0].name(), "custom-k1");
+    Assertions.assertEquals(statistics[0].value().get(), 
StatisticValues.stringValue("v1-1"));
+    Assertions.assertEquals(statistics[1].name(), "custom-k2");
+    Assertions.assertEquals(statistics[1].value().get(), 
StatisticValues.stringValue("v2"));
+    Assertions.assertEquals(statistics[2].name(), "custom-k3");
+    Assertions.assertEquals(statistics[2].value().get(), 
StatisticValues.stringValue("v3"));
+
+    // update illegal partition stats
+    Map<String, StatisticValue<?>> illegalUpdateStatistics = Maps.newHashMap();
+    illegalUpdateStatistics.put("k1", StatisticValues.stringValue("v1-2"));
+    Assertions.assertThrows(
+        IllegalStatisticNameException.class,
+        () ->
+            table
+                .supportsPartitionStatistics()
+                .updatePartitionStatistics(
+                    Lists.newArrayList(
+                        PartitionStatisticsModification.update("p0", 
illegalUpdateStatistics))));
+
+    // drop partition statistics
+    List<PartitionStatisticsDrop> statisticsToDrop = Lists.newArrayList();
+    statisticsToDrop.add(
+        PartitionStatisticsModification.drop("p0", 
Lists.newArrayList("custom-k1")));
+
+    
table.supportsPartitionStatistics().dropPartitionStatistics(statisticsToDrop);
+
+    listedStats = 
table.supportsPartitionStatistics().listPartitionStatistics(range);
+    Assertions.assertEquals(2, listedStats.size());
+    listedStats.sort(Comparator.comparing(PartitionStatistics::partitionName));
+    partitionStatistics = listedStats.get(0);
+    Assertions.assertEquals("p0", partitionStatistics.partitionName());
+    statistics = partitionStatistics.statistics();
+    Assertions.assertEquals(1, statistics.length);
+    Assertions.assertEquals(statistics[0].name(), "custom-k3");
+    Assertions.assertEquals(statistics[0].value().get(), 
StatisticValues.stringValue("v3"));
+
+    partitionStatistics = listedStats.get(1);
+    Assertions.assertEquals("p1", partitionStatistics.partitionName());
+    statistics = partitionStatistics.statistics();
+    Assertions.assertEquals(3, statistics.length);
+    Arrays.sort(statistics, Comparator.comparing(Statistic::name));
+    Assertions.assertEquals(statistics[0].name(), "custom-k1");
+    Assertions.assertEquals(statistics[0].value().get(), 
StatisticValues.stringValue("v1-1"));
+    Assertions.assertEquals(statistics[1].name(), "custom-k2");
+    Assertions.assertEquals(statistics[1].value().get(), 
StatisticValues.stringValue("v2"));
+    Assertions.assertEquals(statistics[2].name(), "custom-k3");
+    Assertions.assertEquals(statistics[2].value().get(), 
StatisticValues.stringValue("v3"));
+
+    // Test range cases
+    range = PartitionRange.downTo("p1", PartitionRange.BoundType.OPEN);
+    listedStats = 
table.supportsPartitionStatistics().listPartitionStatistics(range);
+    Assertions.assertTrue(listedStats.isEmpty());
+
+    range = PartitionRange.upTo("p1", PartitionRange.BoundType.OPEN);
+    listedStats = 
table.supportsPartitionStatistics().listPartitionStatistics(range);
+    Assertions.assertEquals(1, listedStats.size());
+
+    range = PartitionRange.upTo("p1", PartitionRange.BoundType.CLOSED);
+    listedStats = 
table.supportsPartitionStatistics().listPartitionStatistics(range);
+    Assertions.assertEquals(2, listedStats.size());
+  }
+
+  protected void startNecessaryContainer() {
+    containerSuite.startHiveContainer();
+
+    HIVE_METASTORE_URIS =
+        String.format(
+            "thrift://%s:%d",
+            containerSuite.getHiveContainer().getContainerIpAddress(),
+            HiveContainer.HIVE_METASTORE_PORT);
+  }
+
+  private void createMetalake() {
+    GravitinoMetalake[] gravitinoMetalakes = client.listMetalakes();
+    Assertions.assertEquals(0, gravitinoMetalakes.length);
+
+    client.createMetalake(metalakeName, "comment", Collections.emptyMap());
+    GravitinoMetalake loadMetalake = client.loadMetalake(metalakeName);
+    Assertions.assertEquals(metalakeName, loadMetalake.name());
+
+    metalake = loadMetalake;
+  }
+
+  protected void createCatalog() {
+    Map<String, String> properties = Maps.newHashMap();
+    properties.put(METASTORE_URIS, HIVE_METASTORE_URIS);
+
+    metalake.createCatalog(catalogName, Catalog.Type.RELATIONAL, provider, 
"comment", properties);
+
+    catalog = metalake.loadCatalog(catalogName);
+  }
+
+  private void createSchema() {
+    Map<String, String> schemaProperties = createSchemaProperties();
+    String comment = "comment";
+    catalog.asSchemas().createSchema(schemaName, comment, schemaProperties);
+  }
+
+  private void createTable() {
+    Column[] columns = createColumns();
+
+    NameIdentifier nameIdentifier = NameIdentifier.of(schemaName, tableName);
+
+    Distribution distribution =
+        Distributions.of(Strategy.EVEN, 10, 
NamedReference.field(HIVE_COL_NAME1));
+
+    final SortOrder[] sortOrders =
+        new SortOrder[] {
+          SortOrders.of(
+              NamedReference.field(HIVE_COL_NAME2),
+              SortDirection.DESCENDING,
+              NullOrdering.NULLS_FIRST)
+        };
+
+    Map<String, String> properties = createProperties();
+    table =
+        catalog
+            .asTableCatalog()
+            .createTable(
+                nameIdentifier,
+                columns,
+                TABLE_COMMENT,
+                properties,
+                Transforms.EMPTY_TRANSFORM,
+                distribution,
+                sortOrders);
+  }
+
+  @AfterAll
+  public void stop() {
+    if (client != null) {
+      Arrays.stream(catalog.asSchemas().listSchemas())
+          .filter(schema -> !schema.equals("default"))
+          .forEach(
+              (schema -> {
+                catalog.asSchemas().dropSchema(schema, true);
+              }));
+      Arrays.stream(metalake.listCatalogs())
+          .forEach(
+              catalogName -> {
+                metalake.dropCatalog(catalogName, true);
+              });
+      client.dropMetalake(metalakeName, true);
+    }
+    try {
+      closer.close();
+    } catch (Exception e) {
+      LOG.error("Failed to close CloseableGroup", e);
+    }
+
+    client = null;
+  }
+
+  protected Map<String, String> createSchemaProperties() {
+    Map<String, String> properties = new HashMap<>();
+    properties.put("key1", "val1");
+    properties.put("key2", "val2");
+    properties.put(
+        "location",
+        String.format(
+            "hdfs://%s:%d/user/hive/warehouse/%s.db",
+            containerSuite.getHiveContainer().getContainerIpAddress(),
+            HiveContainer.HDFS_DEFAULTFS_PORT,
+            schemaName.toLowerCase()));
+    return properties;
+  }
+
+  private Column[] createColumns() {
+    Column col1 = Column.of(HIVE_COL_NAME1, Types.ByteType.get(), 
"col_1_comment");
+    Column col2 = Column.of(HIVE_COL_NAME2, Types.DateType.get(), 
"col_2_comment");
+    Column col3 = Column.of(HIVE_COL_NAME3, Types.StringType.get(), 
"col_3_comment");
+    return new Column[] {col1, col2, col3};
+  }
+
+  protected Map<String, String> createProperties() {
+    Map<String, String> properties = Maps.newHashMap();
+    properties.put("key1", "val1");
+    properties.put("key2", "val2");
+    return properties;
+  }
+}

Review Comment:
   We can move this IT to client IT package.



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