/*
 * 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.pulsar.io.jdbc;

import static org.mockito.Mockito.doAnswer;
import static org.mockito.Mockito.mock;
import static org.mockito.Mockito.when;
import com.google.common.collect.ImmutableMap;
import com.google.common.collect.Maps;
import java.util.Arrays;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Optional;
import java.util.UUID;
import java.util.concurrent.CompletableFuture;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.TimeoutException;
import java.util.concurrent.atomic.AtomicBoolean;
import java.util.concurrent.atomic.AtomicReference;
import lombok.AllArgsConstructor;
import lombok.Data;
import lombok.NoArgsConstructor;
import lombok.extern.slf4j.Slf4j;
import org.apache.avro.util.Utf8;
import org.apache.commons.lang3.reflect.FieldUtils;
import org.apache.pulsar.client.api.Message;
import org.apache.pulsar.client.api.Schema;
import org.apache.pulsar.client.api.schema.GenericObject;
import org.apache.pulsar.client.api.schema.GenericRecord;
import org.apache.pulsar.client.api.schema.GenericSchema;
import org.apache.pulsar.client.api.schema.RecordSchemaBuilder;
import org.apache.pulsar.client.api.schema.SchemaDefinition;
import org.apache.pulsar.client.impl.MessageImpl;
import org.apache.pulsar.client.impl.schema.AutoConsumeSchema;
import org.apache.pulsar.client.impl.schema.AvroSchema;
import org.apache.pulsar.client.impl.schema.generic.GenericAvroSchema;
import org.apache.pulsar.common.schema.KeyValue;
import org.apache.pulsar.common.schema.KeyValueEncodingType;
import org.apache.pulsar.common.schema.SchemaType;
import org.apache.pulsar.functions.api.Record;
import org.apache.pulsar.functions.source.PulsarRecord;
import org.awaitility.Awaitility;
import org.testng.Assert;
import org.testng.annotations.AfterMethod;
import org.testng.annotations.BeforeMethod;
import org.testng.annotations.DataProvider;
import org.testng.annotations.Test;
/**
 * Jdbc Sink test.
 */
@Slf4j
public class SqliteJdbcSinkTest {
    private final SqliteUtils sqliteUtils = new SqliteUtils(UUID.randomUUID().toString());
    private BaseJdbcAutoSchemaSink jdbcSink;
    private final String tableName = "TestOpenAndWriteSink";

    /**
     * A Simple class to test jdbc class.
     */
    @Data
    @NoArgsConstructor
    @AllArgsConstructor
    public static class Foo {
        private String field1;
        private String field2;
        private int field3;
    }

    @BeforeMethod(alwaysRun = true)
    public void setUp() throws Exception {
        sqliteUtils.setUp();
        sqliteUtils.createTable(
                "CREATE TABLE " + tableName + "("
                        + "    field1  TEXT,"
                        + "    field2  TEXT,"
                        + "    field3 INTEGER,"
                        + "PRIMARY KEY (field1));"
        );

        // prepare data for update sql
        String updateSql = "insert into " + tableName + " values('ValueOfField4', 'ValueOfField4', 4)";
        sqliteUtils.execute(updateSql);

        // prepare data for delete sql
        String deleteSql = "insert into " + tableName + " values('ValueOfField5', 'ValueOfField5', 5)";
        sqliteUtils.execute(deleteSql);
        restartSinkWithConfig(null);
    }

    private void restartSinkWithConfig(Map<String, Object> additional) throws Exception {
        if (jdbcSink != null) {
            jdbcSink.close();
        }
        String jdbcUrl = sqliteUtils.sqliteUri();

        Map<String, Object> conf = Maps.newHashMap();
        conf.put("jdbcUrl", jdbcUrl);
        conf.put("tableName", tableName);
        conf.put("key", "field3");
        conf.put("nonKey", "field1,field2");
        // change batchSize to 1, to flush on each write.
        conf.put("batchSize", 1);
        if (additional != null) {
            conf.putAll(additional);
        }
        configure(conf);

        jdbcSink = new SqliteJdbcAutoSchemaSink();

        // open should succeed
        jdbcSink.open(conf, null);
    }

    protected void configure(Map<String, Object> configuration) {
    }

    @AfterMethod(alwaysRun = true)
    public void tearDown() throws Exception {
        jdbcSink.close();
        sqliteUtils.tearDown();
    }

    private void testOpenAndWriteSinkNullValue(Map<String, String> actionProperties) throws Exception {
        CompletableFuture<Boolean> future = new CompletableFuture<>();
        GenericSchema<GenericRecord> genericAvroSchema;
        // prepare a foo Record
        Foo insertObj = new Foo();
        insertObj.setField1("ValueOfField1");
        // Not setting field2
        // Field1 is the key and field3 is used for selecting records
        insertObj.setField3(3);
        final Record<GenericObject> record = createMockFooRecord(insertObj, actionProperties, future);
        jdbcSink.write(record);
        log.info("executed write");
        // sleep to wait backend flush complete
        future.get(1, TimeUnit.SECONDS);

        // value has been written to db, read it out and verify.
        String querySql = "SELECT * FROM " + tableName + " WHERE field3=3";
        int count = sqliteUtils.select(querySql, (resultSet) -> {
            Assert.assertEquals(insertObj.getField1(), resultSet.getString(1));
            Assert.assertNull(insertObj.getField2());
            Assert.assertEquals(insertObj.getField3(), resultSet.getInt(3));
        });
        Assert.assertEquals(count, 1);

    }

    private void testOpenAndWriteSinkJson(Map<String, String> actionProperties) throws Exception {
        // prepare a foo Record
        Foo insertObj = new Foo();
        insertObj.setField1("ValueOfField1");
        insertObj.setField2("ValueOfField2");
        insertObj.setField3(3);
        CompletableFuture<Boolean> future = new CompletableFuture<>();
        final Record<GenericObject> record = createMockFooRecord(insertObj, actionProperties, future);

        // write should success.
        jdbcSink.write(record);
        log.info("executed write");
        // sleep to wait backend flush complete
        future.get(1, TimeUnit.SECONDS);

        // value has been written to db, read it out and verify.
        String querySql = "SELECT * FROM " + tableName + " WHERE field3=3";
        int count = sqliteUtils.select(querySql, (resultSet) -> {
            Assert.assertEquals(insertObj.getField1(), resultSet.getString(1));
            Assert.assertEquals(insertObj.getField2(), resultSet.getString(2));
            Assert.assertEquals(insertObj.getField3(), resultSet.getInt(3));
        });
        Assert.assertEquals(count, 1);

    }

    private void testOpenAndWriteSinkNullValueJson(Map<String, String> actionProperties) throws Exception {
        Message<GenericObject> insertMessage = mock(MessageImpl.class);
        GenericSchema<GenericRecord> genericAvroSchema;
        // prepare a foo Record
        Foo insertObj = new Foo();
        insertObj.setField1("ValueOfField1");
        // Not setting field2
        // Field1 is the key and field3 is used for selecting records
        insertObj.setField3(3);
        CompletableFuture<Boolean> future = new CompletableFuture<>();
        final Record<GenericObject> record = createMockFooRecord(insertObj, actionProperties, future);

        // write should success.
        jdbcSink.write(record);
        log.info("executed write");
        // sleep to wait backend flush complete
        // sleep to wait backend flush complete
        future.get(1, TimeUnit.SECONDS);

        // value has been written to db, read it out and verify.
        String querySql = "SELECT * FROM " + tableName + " WHERE field3=3";
        int count = sqliteUtils.select(querySql, (resultSet) -> {
            Assert.assertEquals(insertObj.getField1(), resultSet.getString(1));
            Assert.assertNull(insertObj.getField2());
            Assert.assertEquals(insertObj.getField3(), resultSet.getInt(3));
        });
        Assert.assertEquals(count, 1);

    }

    private void testOpenAndWriteSink(Map<String, String> actionProperties) throws Exception {
        Message<GenericObject> insertMessage = mock(MessageImpl.class);
        GenericSchema<GenericRecord> genericAvroSchema;
        // prepare a foo Record
        Foo insertObj = new Foo();
        insertObj.setField1("ValueOfField1");
        insertObj.setField2("ValueOfField2");
        insertObj.setField3(3);
        CompletableFuture<Boolean> future = new CompletableFuture<>();
        final Record<GenericObject> record = createMockFooRecord(insertObj, actionProperties, future);

        // write should success.
        jdbcSink.write(record);
        log.info("executed write");
        // sleep to wait backend flush complete
        future.get(1, TimeUnit.SECONDS);

        // value has been written to db, read it out and verify.
        String querySql = "SELECT * FROM " + tableName + " WHERE field3=3";
        int count = sqliteUtils.select(querySql, (resultSet) -> {
            Assert.assertEquals(insertObj.getField1(), resultSet.getString(1));
            Assert.assertEquals(insertObj.getField2(), resultSet.getString(2));
            Assert.assertEquals(insertObj.getField3(), resultSet.getInt(3));
        });
        Assert.assertEquals(count, 1);

    }

    @Test
    public void testInsertAction() throws Exception {
        testOpenAndWriteSink(ImmutableMap.of("ACTION", "INSERT"));
    }

    @Test
    public void testNoAction() throws Exception {
        testOpenAndWriteSink(ImmutableMap.of());
    }

    @Test
    public void testNoActionNullValue() throws Exception {
        testOpenAndWriteSinkNullValue(ImmutableMap.of("ACTION", "INSERT"));
    }

    @Test
    public void testNoActionNullValueJson() throws Exception {
        testOpenAndWriteSinkNullValueJson(ImmutableMap.of("ACTION", "INSERT"));
    }

    @Test
    public void testNoActionJson() throws Exception {
        testOpenAndWriteSinkJson(ImmutableMap.of("ACTION", "INSERT"));
    }

    @Test
    public void testUnknownAction() throws Exception {
        Record<GenericObject> recordRecord = mock(Record.class);
        when(recordRecord.getProperties()).thenReturn(ImmutableMap.of("ACTION", "UNKNOWN"));
        CompletableFuture<Void> future = new CompletableFuture<>();
        doAnswer(a -> future.complete(null)).when(recordRecord).fail();
        jdbcSink.write(recordRecord);
        future.get(1, TimeUnit.SECONDS);
    }

    @Test
    @SuppressWarnings("unchecked")
    public void testUpdateAction() throws Exception {

        AvroSchema<Foo> schema = AvroSchema.of(SchemaDefinition.<Foo>builder().withPojo(Foo.class).build());
        AutoConsumeSchema autoConsumeSchema = new AutoConsumeSchema();
        autoConsumeSchema.setSchema(schema);

        Foo updateObj = new Foo();
        updateObj.setField1("ValueOfField3");
        updateObj.setField2("ValueOfField3");
        updateObj.setField3(4);

        byte[] updateBytes = schema.encode(updateObj);
        Message<GenericRecord> updateMessage = mock(MessageImpl.class);
        CompletableFuture<Boolean> future = new CompletableFuture<>();
        Record<? extends GenericObject> updateRecord = PulsarRecord.<GenericRecord>builder()
                .message(updateMessage)
                .schema(autoConsumeSchema)
                .topicName("fake_topic_name")
                .ackFunction(() -> future.complete(null))
                .build();

        GenericSchema<GenericRecord> updateGenericAvroSchema;
        updateGenericAvroSchema = new GenericAvroSchema(schema.getSchemaInfo());

        Map<String, String> updateProperties = Maps.newHashMap();
        updateProperties.put("ACTION", "UPDATE");
        when(updateMessage.getValue()).thenReturn(updateGenericAvroSchema.decode(updateBytes));
        when(updateMessage.getProperties()).thenReturn(updateProperties);
        log.info("foo:{}, Message.getValue: {}, record.getValue: {}",
                updateObj.toString(),
                updateMessage.getValue().toString(),
                updateRecord.getValue().toString());

        jdbcSink.write((Record<GenericObject>) updateRecord);
        future.get(1, TimeUnit.SECONDS);

        // value has been written to db, read it out and verify.
        String updateQuerySql = "SELECT * FROM " + tableName + " WHERE field3=4";
        sqliteUtils.select(updateQuerySql, (resultSet) -> {
            Assert.assertEquals(updateObj.getField1(), resultSet.getString(1));
            Assert.assertEquals(updateObj.getField2(), resultSet.getString(2));
            Assert.assertEquals(updateObj.getField3(), resultSet.getInt(3));
        });
    }

    @Test
    @SuppressWarnings("unchecked")
    public void testDeleteAction() throws Exception {

        AvroSchema<Foo> schema = AvroSchema.of(SchemaDefinition.<Foo>builder().withPojo(Foo.class).build());
        AutoConsumeSchema autoConsumeSchema = new AutoConsumeSchema();
        autoConsumeSchema.setSchema(schema);

        Foo deleteObj = new Foo();
        deleteObj.setField3(5);

        byte[] deleteBytes = schema.encode(deleteObj);
        Message<GenericRecord> deleteMessage = mock(MessageImpl.class);
        CompletableFuture<Boolean> future = new CompletableFuture<>();
        Record<? extends GenericObject> deleteRecord = PulsarRecord.<GenericRecord>builder()
                .message(deleteMessage)
                .schema(autoConsumeSchema)
                .topicName("fake_topic_name")
                .ackFunction(() -> future.complete(null))
                .build();

        GenericSchema<GenericRecord> deleteGenericAvroSchema = new GenericAvroSchema(schema.getSchemaInfo());

        Map<String, String> deleteProperties = Maps.newHashMap();
        deleteProperties.put("ACTION", "DELETE");
        when(deleteMessage.getValue()).thenReturn(deleteGenericAvroSchema.decode(deleteBytes));
        when(deleteMessage.getProperties()).thenReturn(deleteProperties);
        log.info("foo:{}, Message.getValue: {}, record.getValue: {}",
                deleteObj.toString(),
                deleteMessage.getValue().toString(),
                deleteRecord.getValue().toString());

        jdbcSink.write((Record<GenericObject>) deleteRecord);
        future.get(1, TimeUnit.SECONDS);

        // value has been written to db, read it out and verify.
        String deleteQuerySql = "SELECT * FROM " + tableName + " WHERE field3=5";
        Assert.assertEquals(sqliteUtils.select(deleteQuerySql, (resultSet) -> {}), 0);
    }

    @Test
    public void testBatchMode() throws Exception {
        Map<String, Object> config = new HashMap<>();
        config.put("batchSize", 3);
        config.put("timeoutMs", 0);
        restartSinkWithConfig(config);
        Foo updateObj = new Foo();
        updateObj.setField1("f1");
        updateObj.setField2("f12");
        updateObj.setField3(1);
        Map<String, String> updateProperties = Maps.newHashMap();
        updateProperties.put("ACTION", "INSERT");
        final CompletableFuture<Boolean> futureByEntries1 = new CompletableFuture<>();
        jdbcSink.write(createMockFooRecord(updateObj, updateProperties, futureByEntries1));
        Assert.assertThrows(TimeoutException.class, () -> futureByEntries1.get(1, TimeUnit.SECONDS));
        final CompletableFuture<Boolean> futureByEntries2 = new CompletableFuture<>();
        updateProperties.put("ACTION", "UPDATE");
        updateObj.setField2("f13");
        jdbcSink.write(createMockFooRecord(updateObj, updateProperties, futureByEntries2));
        Assert.assertThrows(TimeoutException.class, () -> futureByEntries1.get(1, TimeUnit.SECONDS));
        Assert.assertThrows(TimeoutException.class, () -> futureByEntries2.get(1, TimeUnit.SECONDS));
        updateObj.setField2("f14");
        final CompletableFuture<Boolean> futureByEntries3 = new CompletableFuture<>();
        jdbcSink.write(createMockFooRecord(updateObj, updateProperties, futureByEntries3));
        futureByEntries1.get(1, TimeUnit.SECONDS);
        futureByEntries2.get(1, TimeUnit.SECONDS);
        futureByEntries3.get(1, TimeUnit.SECONDS);

        config.put("batchSize", 0);
        config.put("timeoutMs", TimeUnit.SECONDS.toMillis(3));
        restartSinkWithConfig(config);
        final CompletableFuture<Boolean> futureByTime = new CompletableFuture<>();
        jdbcSink.write(createMockFooRecord(updateObj, updateProperties, futureByTime));
        Assert.assertThrows(TimeoutException.class, () -> futureByTime.get(1, TimeUnit.SECONDS));
        futureByTime.get(3, TimeUnit.SECONDS);

    }

    /**
     * Verify that if the flush is finished but the incoming records list size is equals
     * or greater than the batch size,
     * the next flush is immediately triggered (without any other writes).
     * @throws Exception
     */
    @Test
    public void testBatchModeContinueFlushing() throws Exception {
        Map<String, Object> config = new HashMap<>();
        config.put("batchSize", 1);
        config.put("timeoutMs", 0);
        restartSinkWithConfig(config);
        // block the auto flushing mechanism
        FieldUtils.writeField(jdbcSink, "isFlushing", new AtomicBoolean(true), true);
        Foo updateObj = new Foo("f1", "f12", 1);
        Map<String, String> updateProperties = Maps.newHashMap();
        updateProperties.put("ACTION", "INSERT");
        final CompletableFuture<Boolean> futureByEntries1 = new CompletableFuture<>();
        jdbcSink.write(createMockFooRecord(updateObj, updateProperties, futureByEntries1));
        Assert.assertThrows(TimeoutException.class, () -> futureByEntries1.get(1, TimeUnit.SECONDS));

        FieldUtils.writeField(jdbcSink, "isFlushing", new AtomicBoolean(false), true);

        updateObj = new Foo("f2", "f12", 1);
        updateProperties = Maps.newHashMap();
        updateProperties.put("ACTION", "INSERT");
        final CompletableFuture<Boolean> futureByEntries2 = new CompletableFuture<>();
        jdbcSink.write(createMockFooRecord(updateObj, updateProperties, futureByEntries2));

        futureByEntries1.get(1, TimeUnit.SECONDS);
        futureByEntries2.get(1, TimeUnit.SECONDS);
    }

    @DataProvider(name = "useTransactions")
    public Object[] useTransactions() {
        return Arrays.asList(true, false).toArray();
    }

    @Test(dataProvider = "useTransactions")
    public void testBatchModeFailures(boolean useTransactions) throws Exception {
        jdbcSink.close();
        jdbcSink = null;
        sqliteUtils.execute("delete from " + tableName);
        restartSinkWithConfig(null);
        Foo foo = new Foo("f1", "f2", 1);
        Map<String, String> updateProperties = Maps.newHashMap();
        updateProperties.put("ACTION", "INSERT");
        final CompletableFuture<Boolean> future0 = new CompletableFuture<>();
        jdbcSink.write(createMockFooRecord(foo, updateProperties, future0));
        Assert.assertTrue(future0.get());

        Map<String, Object> config = new HashMap<>();
        config.put("batchSize", 5);
        config.put("useTransactions", useTransactions);
        restartSinkWithConfig(config);

        foo = new Foo("f2", "f2", 2);
        updateProperties = Maps.newHashMap();
        updateProperties.put("ACTION", "INSERT");
        final CompletableFuture<Boolean> future2 = new CompletableFuture<>();
        jdbcSink.write(createMockFooRecord(foo, updateProperties, future2));

        foo = new Foo("f3", "f2", 3);
        updateProperties = Maps.newHashMap();
        updateProperties.put("ACTION", "INSERT");
        final CompletableFuture<Boolean> future3 = new CompletableFuture<>();
        jdbcSink.write(createMockFooRecord(foo, updateProperties, future3));

        foo = new Foo("f1", "f21", 11);
        updateProperties = Maps.newHashMap();
        updateProperties.put("ACTION", "UPDATE");
        final CompletableFuture<Boolean> future4 = new CompletableFuture<>();
        jdbcSink.write(createMockFooRecord(foo, updateProperties, future4));

        foo = new Foo("f1", "f2no", 9);
        updateProperties = Maps.newHashMap();
        updateProperties.put("ACTION", "INSERT");
        final CompletableFuture<Boolean> future5 = new CompletableFuture<>();
        jdbcSink.write(createMockFooRecord(foo, updateProperties, future5));

        foo = new Foo("f1", "f3", 5);
        updateProperties = Maps.newHashMap();
        updateProperties.put("ACTION", "UPDATE");
        final CompletableFuture<Boolean> future6 = new CompletableFuture<>();
        jdbcSink.write(createMockFooRecord(foo, updateProperties, future6));


        if (jdbcSink.jdbcSinkConfig.isUseTransactions()) {
            if (jdbcSink.jdbcSinkConfig.isUseJdbcBatch()) {
                Assert.assertTrue(future2.get(1, TimeUnit.SECONDS));
                Assert.assertTrue(future3.get(1, TimeUnit.SECONDS));
                Assert.assertTrue(future4.get(1, TimeUnit.SECONDS));
                Assert.assertFalse(future5.get(1, TimeUnit.SECONDS));
                Assert.assertFalse(future6.get(1, TimeUnit.SECONDS));
                final int count = sqliteUtils.select("select field1,field2,field3 from "
                        + tableName
                        + " where (field1='f1' and field2='f21') or field1='f2' or field1='f3'", (r) -> {});
                Assert.assertEquals(count, 2);

            } else {
                Assert.assertFalse(future2.get(1, TimeUnit.SECONDS));
                Assert.assertFalse(future3.get(1, TimeUnit.SECONDS));
                Assert.assertFalse(future4.get(1, TimeUnit.SECONDS));
                Assert.assertFalse(future5.get(1, TimeUnit.SECONDS));
                Assert.assertFalse(future6.get(1, TimeUnit.SECONDS));
                final int count = sqliteUtils.select("select field1,field2,field3 from "
                        + tableName
                        + " where (field1='f1' and field2='f2') or field1='f2' or field1='f3'", (r) -> {});
                Assert.assertEquals(count, 1);
            }
        } else {
            Assert.assertTrue(future2.get(1, TimeUnit.SECONDS));
            Assert.assertTrue(future3.get(1, TimeUnit.SECONDS));
            Assert.assertTrue(future4.get(1, TimeUnit.SECONDS));
            Assert.assertFalse(future5.get(1, TimeUnit.SECONDS));
            Assert.assertFalse(future6.get(1, TimeUnit.SECONDS));
            System.out.println("dump:\n" + sqliteUtils.dump("select field1,field2,field3 from " + tableName));

            final int count = sqliteUtils.select("select field1,field2,field3 from "
                    + tableName
                    + " where (field1='f1' and field2='f21') or field1='f2' or field1='f3'", (r) -> {
                log.info("got {};{};{}", r.getString(1), r.getString(2), r.getInt(3));
            });
            Assert.assertEquals(count, 2);
        }
    }


    private static class MockKeyValueGenericRecord implements Record<GenericObject> {

        public MockKeyValueGenericRecord(Schema<KeyValue<GenericRecord, GenericRecord>> keyValueSchema) {
            this.keyValueSchema = keyValueSchema;
        }

        int ackCount;
        int failCount;
        AtomicReference<KeyValue> keyValueHolder = new AtomicReference<>();
        Schema<KeyValue<GenericRecord, GenericRecord>> keyValueSchema;

        private final GenericObject genericObject = new GenericObject() {
            @Override
            public SchemaType getSchemaType() {
                return SchemaType.KEY_VALUE;
            }

            @Override
            public Object getNativeObject() {
                return keyValueHolder.get();
            }
        };
        @Override
        public Optional<String> getTopicName() {
            return Optional.of("topic");
        }

        @Override
        public org.apache.pulsar.client.api.Schema getSchema() {
            return keyValueSchema;
        }

        @Override
        public GenericObject getValue() {
            return genericObject;
        }

        public void setKeyValue(KeyValue kv) {
            keyValueHolder.set(kv);
        }

        @Override
        public void ack() {
            ackCount++;
        }

        @Override
        public void fail() {
            failCount++;
        }
    }

    @Data
    @AllArgsConstructor
    static class InsertModeTestConfig {
        SchemaType schemaType;
        JdbcSinkConfig.InsertMode insertMode;
    }

    @DataProvider(name = "insertModes")
    public Object[] schemaType() {
        List<SchemaType> schemas = Arrays.asList(SchemaType.JSON, SchemaType.AVRO);
        JdbcSinkConfig.InsertMode[] insertModes = JdbcSinkConfig.InsertMode.values();
        Object[] result = new Object[schemas.size() * insertModes.length];
        int i = 0;
        for (SchemaType schema : schemas) {
            for (JdbcSinkConfig.InsertMode insertMode : insertModes) {
                result[i++] = new InsertModeTestConfig(schema, insertMode);
            }
        }
        return result;
    }


    @Test(dataProvider = "insertModes")
    public void testInsertMode(InsertModeTestConfig config) throws Exception {
        jdbcSink.close();
        final JdbcSinkConfig.InsertMode insertMode = config.getInsertMode();
        final SchemaType schemaType = config.getSchemaType();

        final String tableName = "kvtable_insertmode";
        RecordSchemaBuilder keySchemaBuilder = org.apache.pulsar.client.api.schema.SchemaBuilder.record("key");
        keySchemaBuilder.field("key").type(SchemaType.STRING).optional().defaultValue(null);
        GenericSchema<GenericRecord> keySchema = Schema.generic(keySchemaBuilder.build(schemaType));
        GenericRecord keyGenericRecord = keySchema.newRecordBuilder()
                .set("key", "mykey")
                .build();

        RecordSchemaBuilder valueSchemaBuilder = org.apache.pulsar.client.api.schema.SchemaBuilder.record("value");
        valueSchemaBuilder.field("string").type(SchemaType.STRING).optional().defaultValue(null);
        valueSchemaBuilder.field("stringutf8").type(SchemaType.STRING).optional().defaultValue(null);
        valueSchemaBuilder.field("nulltext").type(SchemaType.STRING).optional().defaultValue(null);
        valueSchemaBuilder.field("int").type(SchemaType.INT32).optional().defaultValue(null);
        valueSchemaBuilder.field("bool").type(SchemaType.BOOLEAN).optional().defaultValue(null);
        valueSchemaBuilder.field("double").type(SchemaType.DOUBLE).optional().defaultValue(null);
        valueSchemaBuilder.field("float").type(SchemaType.FLOAT).optional().defaultValue(null);
        valueSchemaBuilder.field("long").type(SchemaType.INT64).optional().defaultValue(null);
        GenericSchema<GenericRecord> valueSchema = Schema.generic(valueSchemaBuilder.build(schemaType));

        Schema<KeyValue<GenericRecord, GenericRecord>> keyValueSchema = Schema.KeyValue(keySchema, valueSchema,
                KeyValueEncodingType.INLINE);
        MockKeyValueGenericRecord genericObjectRecord = new MockKeyValueGenericRecord(keyValueSchema);
        genericObjectRecord.setKeyValue(new KeyValue<>(keyGenericRecord, valueSchema.newRecordBuilder()
                .set("string", "thestring")
                .set("stringutf8", schemaType == SchemaType.AVRO ? new Utf8("thestringutf8") : "thestringutf8")
                .set("int", Integer.MAX_VALUE)
                .set("bool", true)
                .set("double", Double.MAX_VALUE)
                .set("float", Float.MAX_VALUE)
                .set("long", Long.MIN_VALUE)
                .build()));

        sqliteUtils.createTable(
                "CREATE TABLE " + tableName + " ("
                        + "    key  TEXT,"
                        + "    int  INTEGER,"
                        + "    string TEXT,"
                        + "    stringutf8 TEXT,"
                        + "    nulltext  TEXT,"
                        + "    bool  NUMERIC,"
                        + "    double NUMERIC,"
                        + "    float NUMERIC,"
                        + "    long INTEGER,"
                        + "PRIMARY KEY (key));"
        );
        String jdbcUrl = sqliteUtils.sqliteUri();

        Map<String, Object> conf = Maps.newHashMap();
        conf.put("jdbcUrl", jdbcUrl);
        conf.put("tableName", tableName);
        conf.put("key", "key");
        conf.put("nonKey", "long,int,double,float,bool,nulltext,string,stringutf8");
        // change batchSize to 1, to flush on each write.
        conf.put("batchSize", 1);
        conf.put("insertMode", insertMode.toString());
        try (SqliteJdbcAutoSchemaSink kvSchemaJdbcSink = new SqliteJdbcAutoSchemaSink();) {
            kvSchemaJdbcSink.open(conf, null);
            kvSchemaJdbcSink.write(genericObjectRecord);

            Awaitility.await().untilAsserted(() -> {
                final int count = sqliteUtils.select("select int,string,stringutf8,bool,double,float,"
                        + "long,nulltext from " + tableName + " where key='mykey'", (resultSet) -> {
                    int index = 1;
                    Assert.assertEquals(resultSet.getInt(index++), Integer.MAX_VALUE);
                    Assert.assertEquals(resultSet.getString(index++), "thestring");
                    Assert.assertEquals(resultSet.getString(index++), "thestringutf8");
                    Assert.assertEquals(resultSet.getBoolean(index++), true);
                    Assert.assertEquals(resultSet.getDouble(index++), Double.MAX_VALUE);
                    Assert.assertEquals(resultSet.getFloat(index++), Float.MAX_VALUE);
                    Assert.assertEquals(resultSet.getLong(index++), Long.MIN_VALUE);
                    Assert.assertNull(resultSet.getString(index++));
                });
                if (insertMode == JdbcSinkConfig.InsertMode.INSERT
                        || insertMode == JdbcSinkConfig.InsertMode.UPSERT) {
                    Assert.assertEquals(count, 1);
                } else {
                    Assert.assertEquals(count, 0);
                }
            });
        }

        if (insertMode == JdbcSinkConfig.InsertMode.UPDATE) {
            conf.put("insertMode", JdbcSinkConfig.InsertMode.INSERT);
            try (SqliteJdbcAutoSchemaSink kvSchemaJdbcSink = new SqliteJdbcAutoSchemaSink();) {
                kvSchemaJdbcSink.open(conf, null);
                kvSchemaJdbcSink.write(genericObjectRecord);
                Awaitility.await().untilAsserted(() -> {
                    final int count = sqliteUtils.select("select key from " + tableName + " where key='mykey'",
                            (resultSet) -> {
                    });
                    Assert.assertEquals(count, 1);
                });
            }
        }
        conf.put("insertMode", insertMode.toString());
        try (SqliteJdbcAutoSchemaSink kvSchemaJdbcSink = new SqliteJdbcAutoSchemaSink();) {
            kvSchemaJdbcSink.open(conf, null);
            genericObjectRecord = new MockKeyValueGenericRecord(keyValueSchema);
            genericObjectRecord.setKeyValue(new KeyValue<>(keyGenericRecord, valueSchema.newRecordBuilder()
                    .set("string", "thestring_updated")
                    .set("stringutf8", schemaType == SchemaType.AVRO
                            ? new Utf8("thestringutf8_updated") : "thestringutf8_updated")
                    .set("int", Integer.MIN_VALUE)
                    .set("bool", false)
                    .set("double", Double.MIN_VALUE)
                    .set("float", Float.MIN_VALUE)
                    .set("long", Long.MAX_VALUE)
                    .set("nulltext", "nomore-null")
                    .build()));
            kvSchemaJdbcSink.write(genericObjectRecord);

            Awaitility.await().untilAsserted(() -> {
                final int count = sqliteUtils.select("select int,string,stringutf8,bool,double,float,"
                         + "long,nulltext from " + tableName + "  where key='mykey'", (resultSet) -> {
                    int index = 1;
                    if (insertMode == JdbcSinkConfig.InsertMode.INSERT) {
                        Assert.assertEquals(resultSet.getInt(index++), Integer.MAX_VALUE);
                        Assert.assertEquals(resultSet.getString(index++), "thestring");
                        Assert.assertEquals(resultSet.getString(index++), "thestringutf8");
                        Assert.assertEquals(resultSet.getBoolean(index++), true);
                        Assert.assertEquals(resultSet.getDouble(index++), Double.MAX_VALUE);
                        Assert.assertEquals(resultSet.getFloat(index++), Float.MAX_VALUE);
                        Assert.assertEquals(resultSet.getLong(index++), Long.MIN_VALUE);
                        Assert.assertNull(resultSet.getString(index++));
                    } else {
                        Assert.assertEquals(resultSet.getInt(index++), Integer.MIN_VALUE);
                        Assert.assertEquals(resultSet.getString(index++), "thestring_updated");
                        Assert.assertEquals(resultSet.getString(index++), "thestringutf8_updated");
                        Assert.assertEquals(resultSet.getBoolean(index++), false);
                        Assert.assertEquals(resultSet.getDouble(index++), Double.MIN_VALUE);
                        Assert.assertEquals(resultSet.getFloat(index++), Float.MIN_VALUE);
                        Assert.assertEquals(resultSet.getLong(index++), Long.MAX_VALUE);
                        Assert.assertEquals(resultSet.getString(index++), "nomore-null");
                    }
                });
                if (insertMode == JdbcSinkConfig.InsertMode.INSERT) {
                    Assert.assertEquals(count, 1);
                } else if (insertMode == JdbcSinkConfig.InsertMode.UPSERT) {
                    Assert.assertEquals(count, 1);
                } else {
                    Assert.assertEquals(count, 1);
                }
            });
        }
    }

    @Data
    @AllArgsConstructor
    static class NullValueActionTestConfig {
        SchemaType schemaType;
        JdbcSinkConfig.NullValueAction nullValueAction;
    }
    @DataProvider(name = "nullValueActions")
    public Object[] nullValueActions() {
        List<SchemaType> schemas = Arrays.asList(SchemaType.JSON, SchemaType.AVRO);
        JdbcSinkConfig.NullValueAction[] nullValueActions = JdbcSinkConfig.NullValueAction.values();
        Object[] result = new Object[schemas.size() * nullValueActions.length];
        int i = 0;
        for (SchemaType schema : schemas) {
            for (JdbcSinkConfig.NullValueAction nullValueAction : nullValueActions) {
                result[i++] = new NullValueActionTestConfig(schema, nullValueAction);
            }
        }
        return result;
    }

    @Test(dataProvider = "nullValueActions")
    public void testNullValueAction(NullValueActionTestConfig config) throws Exception {
        jdbcSink.close();
        final SchemaType schemaType = config.getSchemaType();
        final JdbcSinkConfig.NullValueAction nullValueAction = config.getNullValueAction();
        final String tableName = "kvtable_nullvalue";

        RecordSchemaBuilder keySchemaBuilder = org.apache.pulsar.client.api.schema.SchemaBuilder.record("key");
        keySchemaBuilder.field("key").type(SchemaType.STRING).optional().defaultValue(null);
        GenericSchema<GenericRecord> keySchema = Schema.generic(keySchemaBuilder.build(schemaType));
        GenericRecord keyGenericRecord = keySchema.newRecordBuilder()
                .set("key", "mykey")
                .build();

        RecordSchemaBuilder valueSchemaBuilder = org.apache.pulsar.client.api.schema.SchemaBuilder.record("value");
        valueSchemaBuilder.field("string").type(SchemaType.STRING).optional().defaultValue(null);
        GenericSchema<GenericRecord> valueSchema = Schema.generic(valueSchemaBuilder.build(schemaType));

        Schema<KeyValue<GenericRecord, GenericRecord>> keyValueSchema = Schema.KeyValue(keySchema, valueSchema,
                KeyValueEncodingType.INLINE);
        MockKeyValueGenericRecord genericObjectRecord = new MockKeyValueGenericRecord(keyValueSchema);

        sqliteUtils.createTable("CREATE TABLE " + tableName + " ("
                        + "    key  TEXT,"
                        + "    string TEXT,"
                        + "PRIMARY KEY (key));"
        );
        String jdbcUrl = sqliteUtils.sqliteUri();

        Map<String, Object> conf = Maps.newHashMap();
        conf.put("jdbcUrl", jdbcUrl);
        conf.put("tableName", tableName);
        conf.put("key", "key");
        conf.put("nonKey", "string");
        conf.put("batchSize", 3);
        conf.put("insertMode", JdbcSinkConfig.InsertMode.UPSERT.toString());
        conf.put("nullValueAction", nullValueAction.toString());
        try (SqliteJdbcAutoSchemaSink kvSchemaJdbcSink = new SqliteJdbcAutoSchemaSink();) {
            kvSchemaJdbcSink.open(conf, null);
            genericObjectRecord.setKeyValue(new KeyValue<>(keyGenericRecord, valueSchema.newRecordBuilder()
                    .set("string", "thestring")
                    .build()));
            kvSchemaJdbcSink.write(genericObjectRecord);

            genericObjectRecord = new MockKeyValueGenericRecord(keyValueSchema);
            genericObjectRecord.setKeyValue(new KeyValue<>(keySchema.newRecordBuilder()
                    .set("key", "mykey2")
                    .build(), valueSchema.newRecordBuilder()
                    .set("string", "thestring")
                    .build()));
            kvSchemaJdbcSink.write(genericObjectRecord);

            genericObjectRecord = new MockKeyValueGenericRecord(keyValueSchema);
            genericObjectRecord.setKeyValue(new KeyValue<>(keyGenericRecord, null));
            kvSchemaJdbcSink.write(genericObjectRecord);

            Awaitility.await().untilAsserted(() -> {
                final int count = sqliteUtils.select("select key,string from " + tableName, (resultSet) -> {
                    int index = 1;
                    final String key = resultSet.getString(index++);
                    final String value = resultSet.getString(index++);
                    if (key.equals("mykey2")) {
                        Assert.assertEquals(value, "thestring");
                    } else {
                        throw new IllegalStateException("got unexpected key " + key);
                    }
                });
                if (nullValueAction == JdbcSinkConfig.NullValueAction.DELETE) {
                    Assert.assertEquals(count, 1);
                } else if (nullValueAction == JdbcSinkConfig.NullValueAction.FAIL) {
                    Assert.assertEquals(count, 0);
                } else {
                    throw new IllegalStateException();
                }
            });

        }
    }

    @SuppressWarnings("unchecked")
    private Record<GenericObject> createMockFooRecord(Foo record, Map<String, String> actionProperties,
                                                        CompletableFuture<Boolean> future) {
        Message<GenericRecord> insertMessage = mock(MessageImpl.class);
        GenericSchema<GenericRecord> genericAvroSchema;
        AvroSchema<Foo> schema = AvroSchema.of(SchemaDefinition.<Foo>builder()
                .withPojo(Foo.class).withAlwaysAllowNull(true).build());
        AutoConsumeSchema autoConsumeSchema = new AutoConsumeSchema();
        autoConsumeSchema.setSchema(schema);

        byte[] insertBytes = schema.encode(record);

        Record<? extends GenericObject> insertRecord = PulsarRecord.<GenericRecord>builder()
                .message(insertMessage)
                .topicName("fake_topic_name")
                .schema(autoConsumeSchema)
                .ackFunction(() -> future.complete(true))
                .failFunction(() -> future.complete(false))
                .build();

        genericAvroSchema = new GenericAvroSchema(schema.getSchemaInfo());
        when(insertMessage.getValue()).thenReturn(genericAvroSchema.decode(insertBytes));
        when(insertMessage.getProperties()).thenReturn(actionProperties);
        return (Record<GenericObject>) insertRecord;
    }

}
