[Feature-447][client] CDCSource sync sql

[Feature-447][client] CDCSource sync sql

dlink-client/dlink-client-1.11/src/main/java/com/dlink/cdc/AbstractSinkBuilder.java

@@ -12,6 +12,7 @@ import org.apache.flink.table.data.DecimalData;
 import org.apache.flink.table.data.GenericRowData;
 import org.apache.flink.table.data.RowData;
 import org.apache.flink.table.data.StringData;
+import org.apache.flink.table.operations.ModifyOperation;
 import org.apache.flink.table.types.logical.BigIntType;
 import org.apache.flink.table.types.logical.BooleanType;
 import org.apache.flink.table.types.logical.DecimalType;
@@ -49,6 +50,7 @@ import com.dlink.model.Table;
 public abstract class AbstractSinkBuilder {
 
     protected FlinkCDCConfig config;
+    protected List<ModifyOperation> modifyOperations = new ArrayList();
 
     public AbstractSinkBuilder() {
     }
@@ -220,6 +222,9 @@ public abstract class AbstractSinkBuilder {
     }
 
     protected Object convertValue(Object value, LogicalType logicalType) {
+        if (value == null) {
+            return null;
+        }
         if (logicalType instanceof VarCharType) {
             return StringData.fromString((String) value);
         } else if (logicalType instanceof DecimalType) {

dlink-client/dlink-client-1.11/src/main/java/com/dlink/cdc/CDCBuilder.java

@@ -7,7 +7,6 @@ import java.util.List;
 import java.util.Map;
 
 import com.dlink.model.FlinkCDCConfig;
-import com.dlink.model.Table;
 
 /**
  * CDCBuilder
@@ -29,7 +28,5 @@ public interface CDCBuilder {
 
     Map<String, Map<String, String>> parseMetaDataConfigs();
 
-    String getInsertSQL(Table table, String sourceName);
-
     String getSchemaFieldName();
 }

dlink-client/dlink-client-1.11/src/main/java/com/dlink/cdc/doris/DorisSinkBuilder.java

@@ -26,7 +26,7 @@ import com.dlink.model.Table;
  **/
 public class DorisSinkBuilder extends AbstractSinkBuilder implements SinkBuilder, Serializable {
 
-    private final static String KEY_WORD = "doris";
+    private final static String KEY_WORD = "datastream-doris";
     private static final long serialVersionUID = 8330362249137471854L;
 
     public DorisSinkBuilder() {

dlink-client/dlink-client-1.11/src/main/java/com/dlink/cdc/kafka/KafkaSinkBuilder.java

@@ -33,7 +33,7 @@ import com.dlink.model.Table;
  **/
 public class KafkaSinkBuilder extends AbstractSinkBuilder implements SinkBuilder {
 
-    private final static String KEY_WORD = "kafka";
+    private final static String KEY_WORD = "datastream-kafka";
 
     public KafkaSinkBuilder() {
     }

dlink-client/dlink-client-1.11/src/main/java/com/dlink/cdc/mysql/MysqlCDCBuilder.java

@@ -103,26 +103,4 @@ public class MysqlCDCBuilder extends AbstractCDCBuilder implements CDCBuilder {
         }
         return allConfigMap;
     }
-
-    @Override
-    public String getInsertSQL(Table table, String sourceName) {
-        StringBuilder sb = new StringBuilder("INSERT INTO ");
-        sb.append(table.getName());
-        sb.append(" SELECT\n");
-        for (int i = 0; i < table.getColumns().size(); i++) {
-            sb.append("    ");
-            if (i > 0) {
-                sb.append(",");
-            }
-            sb.append("`" + table.getColumns().get(i).getName() + "` \n");
-        }
-        sb.append(" FROM ");
-        sb.append(sourceName);
-       /* sb.append(" WHERE database_name = '");
-        sb.append(table.getSchema());
-        sb.append("' and table_name = '");
-        sb.append(table.getName());
-        sb.append("'");*/
-        return sb.toString();
-    }
 }

dlink-client/dlink-client-1.11/src/main/java/com/dlink/cdc/sql/SQLSinkBuilder.java

+package com.dlink.cdc.sql;
+
+import org.apache.commons.lang3.StringUtils;
+import org.apache.flink.api.common.functions.FlatMapFunction;
+import org.apache.flink.api.common.typeinfo.TypeInformation;
+import org.apache.flink.api.dag.Transformation;
+import org.apache.flink.api.java.typeutils.RowTypeInfo;
+import org.apache.flink.streaming.api.datastream.DataStream;
+import org.apache.flink.streaming.api.datastream.DataStreamSource;
+import org.apache.flink.streaming.api.datastream.SingleOutputStreamOperator;
+import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
+import org.apache.flink.table.data.DecimalData;
+import org.apache.flink.table.data.RowData;
+import org.apache.flink.table.operations.ModifyOperation;
+import org.apache.flink.table.operations.Operation;
+import org.apache.flink.table.types.logical.DecimalType;
+import org.apache.flink.table.types.logical.LogicalType;
+import org.apache.flink.table.types.logical.VarCharType;
+import org.apache.flink.table.types.utils.TypeConversions;
+import org.apache.flink.types.Row;
+import org.apache.flink.types.RowKind;
+import org.apache.flink.util.Collector;
+
+import java.io.Serializable;
+import java.math.BigDecimal;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+
+import com.dlink.assertion.Asserts;
+import com.dlink.cdc.AbstractSinkBuilder;
+import com.dlink.cdc.CDCBuilder;
+import com.dlink.cdc.SinkBuilder;
+import com.dlink.executor.CustomTableEnvironment;
+import com.dlink.model.FlinkCDCConfig;
+import com.dlink.model.Schema;
+import com.dlink.model.Table;
+import com.dlink.utils.SqlUtil;
+
+/**
+ * SQLSinkBuilder
+ *
+ * @author wenmo
+ * @since 2022/4/25 23:02
+ */
+public class SQLSinkBuilder extends AbstractSinkBuilder implements SinkBuilder, Serializable {
+
+    private final static String KEY_WORD = "sql";
+    private static final long serialVersionUID = -3699685106324048226L;
+
+    public SQLSinkBuilder() {
+    }
+
+    public SQLSinkBuilder(FlinkCDCConfig config) {
+        super(config);
+    }
+
+    @Override
+    public void addSink(StreamExecutionEnvironment env, DataStream<RowData> rowDataDataStream, Table table, List<String> columnNameList, List<LogicalType> columnTypeList) {
+
+    }
+
+    protected DataStream<Row> buildRow(
+        SingleOutputStreamOperator<Map> filterOperator,
+        List<String> columnNameList,
+        List<LogicalType> columnTypeList) {
+        final String[] columnNames = columnNameList.toArray(new String[columnNameList.size()]);
+        final LogicalType[] columnTypes = columnTypeList.toArray(new LogicalType[columnTypeList.size()]);
+
+        TypeInformation<?>[] typeInformations = TypeConversions.fromDataTypeToLegacyInfo(TypeConversions.fromLogicalToDataType(columnTypes));
+        RowTypeInfo rowTypeInfo = new RowTypeInfo(typeInformations, columnNames);
+
+        return filterOperator
+            .flatMap(new FlatMapFunction<Map, Row>() {
+                @Override
+                public void flatMap(Map value, Collector<Row> out) throws Exception {
+                    switch (value.get("op").toString()) {
+                        case "c":
+                            Row irow = Row.ofKind(RowKind.INSERT);
+                            Map idata = (Map) value.get("after");
+                            for (int i = 0; i < columnNameList.size(); i++) {
+                                irow.setField(i, convertValue(idata.get(columnNameList.get(i)), columnTypeList.get(i)));
+                            }
+                            out.collect(irow);
+                            break;
+                        case "d":
+                            Row drow = Row.ofKind(RowKind.DELETE);
+                            Map ddata = (Map) value.get("before");
+                            for (int i = 0; i < columnNameList.size(); i++) {
+                                drow.setField(i, convertValue(ddata.get(columnNameList.get(i)), columnTypeList.get(i)));
+                            }
+                            out.collect(drow);
+                            break;
+                        case "u":
+                            Row ubrow = Row.ofKind(RowKind.UPDATE_BEFORE);
+                            Map ubdata = (Map) value.get("before");
+                            for (int i = 0; i < columnNameList.size(); i++) {
+                                ubrow.setField(i, convertValue(ubdata.get(columnNameList.get(i)), columnTypeList.get(i)));
+                            }
+                            out.collect(ubrow);
+                            Row uarow = Row.ofKind(RowKind.UPDATE_AFTER);
+                            Map uadata = (Map) value.get("after");
+                            for (int i = 0; i < columnNameList.size(); i++) {
+                                uarow.setField(i, convertValue(uadata.get(columnNameList.get(i)), columnTypeList.get(i)));
+                            }
+                            out.collect(uarow);
+                            break;
+                    }
+                }
+            }, rowTypeInfo);
+    }
+
+    public void addTableSink(
+        CustomTableEnvironment customTableEnvironment,
+        DataStream<Row> rowDataDataStream,
+        Table table,
+        List<String> columnNameList) {
+
+        String sinkTableName = getSinkTableName(table);
+
+        customTableEnvironment.createTemporaryView(table.getSchemaTableNameWithUnderline(), rowDataDataStream, StringUtils.join(columnNameList, ","));
+        customTableEnvironment.executeSql(table.getFlinkDDL(getSinkConfigurationString(table), sinkTableName));
+
+        List<Operation> operations = customTableEnvironment.getParser().parse(table.getCDCSqlInsert(sinkTableName, table.getSchemaTableNameWithUnderline()));
+        if (operations.size() > 0) {
+            Operation operation = operations.get(0);
+            if (operation instanceof ModifyOperation) {
+                modifyOperations.add((ModifyOperation) operation);
+            }
+        }
+    }
+
+    @Override
+    public String getHandle() {
+        return KEY_WORD;
+    }
+
+    @Override
+    public SinkBuilder create(FlinkCDCConfig config) {
+        return new SQLSinkBuilder(config);
+    }
+
+    @Override
+    public DataStreamSource build(
+        CDCBuilder cdcBuilder,
+        StreamExecutionEnvironment env,
+        CustomTableEnvironment customTableEnvironment,
+        DataStreamSource<String> dataStreamSource) {
+        final List<Schema> schemaList = config.getSchemaList();
+        final String schemaFieldName = config.getSchemaFieldName();
+        if (Asserts.isNotNullCollection(schemaList)) {
+            SingleOutputStreamOperator<Map> mapOperator = deserialize(dataStreamSource);
+            for (Schema schema : schemaList) {
+                for (Table table : schema.getTables()) {
+                    SingleOutputStreamOperator<Map> filterOperator = shunt(mapOperator, table, schemaFieldName);
+                    List<String> columnNameList = new ArrayList<>();
+                    List<LogicalType> columnTypeList = new ArrayList<>();
+                    buildColumn(columnNameList, columnTypeList, table.getColumns());
+                    DataStream<Row> rowDataDataStream = buildRow(filterOperator, columnNameList, columnTypeList);
+                    addTableSink(customTableEnvironment, rowDataDataStream, table, columnNameList);
+                }
+            }
+            List<Transformation<?>> trans = customTableEnvironment.getPlanner().translate(modifyOperations);
+            for (Transformation<?> item : trans) {
+                env.addOperator(item);
+            }
+        }
+        return dataStreamSource;
+    }
+
+    protected Object convertValue(Object value, LogicalType logicalType) {
+        if (value == null) {
+            return null;
+        }
+        if (logicalType instanceof VarCharType) {
+            return value;
+        } else if (logicalType instanceof DecimalType) {
+            final DecimalType decimalType = ((DecimalType) logicalType);
+            final int precision = decimalType.getPrecision();
+            final int scala = decimalType.getScale();
+            return DecimalData.fromBigDecimal(new BigDecimal((String) value), precision, scala);
+        } else {
+            return value;
+        }
+    }
+
+    protected String getSinkConfigurationString(Table table) {
+        String configurationString = SqlUtil.replaceAllParam(config.getSinkConfigurationString(), "schemaName", getSinkSchemaName(table));
+        return SqlUtil.replaceAllParam(configurationString, "tableName", getSinkTableName(table));
+    }
+}

dlink-client/dlink-client-1.11/src/main/java/com/dlink/executor/CustomTableEnvironmentImpl.java

@@ -7,6 +7,7 @@ import org.apache.flink.configuration.PipelineOptions;
 import org.apache.flink.runtime.jobgraph.JobGraph;
 import org.apache.flink.runtime.jobgraph.jsonplan.JsonPlanGenerator;
 import org.apache.flink.runtime.rest.messages.JobPlanInfo;
+import org.apache.flink.streaming.api.TimeCharacteristic;
 import org.apache.flink.streaming.api.datastream.DataStream;
 import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
 import org.apache.flink.streaming.api.graph.JSONGenerator;
@@ -16,6 +17,7 @@ import org.apache.flink.table.api.ExplainDetail;
 import org.apache.flink.table.api.Table;
 import org.apache.flink.table.api.TableConfig;
 import org.apache.flink.table.api.TableException;
+import org.apache.flink.table.api.ValidationException;
 import org.apache.flink.table.api.internal.TableEnvironmentImpl;
 import org.apache.flink.table.catalog.CatalogManager;
 import org.apache.flink.table.catalog.FunctionCatalog;
@@ -24,26 +26,26 @@ import org.apache.flink.table.delegation.Executor;
 import org.apache.flink.table.delegation.ExecutorFactory;
 import org.apache.flink.table.delegation.Planner;
 import org.apache.flink.table.delegation.PlannerFactory;
+import org.apache.flink.table.expressions.Expression;
+import org.apache.flink.table.expressions.ExpressionParser;
 import org.apache.flink.table.factories.ComponentFactoryService;
-import org.apache.flink.table.functions.AggregateFunction;
-import org.apache.flink.table.functions.TableAggregateFunction;
-import org.apache.flink.table.functions.TableFunction;
-import org.apache.flink.table.functions.UserDefinedFunctionHelper;
 import org.apache.flink.table.module.ModuleManager;
 import org.apache.flink.table.operations.ExplainOperation;
+import org.apache.flink.table.operations.JavaDataStreamQueryOperation;
 import org.apache.flink.table.operations.ModifyOperation;
 import org.apache.flink.table.operations.Operation;
 import org.apache.flink.table.operations.QueryOperation;
 import org.apache.flink.table.planner.delegation.ExecutorBase;
 import org.apache.flink.table.planner.utils.ExecutorUtils;
-import org.apache.flink.types.Row;
+import org.apache.flink.table.typeutils.FieldInfoUtils;
 
 import java.lang.reflect.Method;
 import java.util.ArrayList;
+import java.util.Arrays;
 import java.util.List;
 import java.util.Map;
+import java.util.Optional;
 
-import com.dlink.exception.FlinkClientException;
 import com.dlink.result.SqlExplainResult;
 import com.fasterxml.jackson.core.JsonProcessingException;
 import com.fasterxml.jackson.databind.ObjectMapper;
@@ -272,40 +274,63 @@ public class CustomTableEnvironmentImpl extends TableEnvironmentImpl implements
         return record;
     }
 
-    public <T> void registerFunction(String name, TableFunction<T> tableFunction) {
-        TypeInformation<T> typeInfo = UserDefinedFunctionHelper.getReturnTypeOfTableFunction(tableFunction);
-        this.functionCatalog.registerTempSystemTableFunction(name, tableFunction, typeInfo);
+    public boolean parseAndLoadConfiguration(String statement, StreamExecutionEnvironment environment, Map<String, Object> setMap) {
+        return false;
     }
 
-    public <T, ACC> void registerFunction(String name, AggregateFunction<T, ACC> aggregateFunction) {
-        TypeInformation<T> typeInfo = UserDefinedFunctionHelper.getReturnTypeOfAggregateFunction(aggregateFunction);
-        TypeInformation<ACC> accTypeInfo = UserDefinedFunctionHelper.getAccumulatorTypeOfAggregateFunction(aggregateFunction);
-        this.functionCatalog.registerTempSystemAggregateFunction(name, aggregateFunction, typeInfo, accTypeInfo);
-    }
+    public <T> Table fromDataStream(DataStream<T> dataStream, Expression... fields) {
+        JavaDataStreamQueryOperation<T> queryOperation =
+            asQueryOperation(dataStream, Optional.of(Arrays.asList(fields)));
 
-    public <T, ACC> void registerFunction(String name, TableAggregateFunction<T, ACC> tableAggregateFunction) {
-        TypeInformation<T> typeInfo = UserDefinedFunctionHelper.getReturnTypeOfAggregateFunction(tableAggregateFunction);
-        TypeInformation<ACC> accTypeInfo = UserDefinedFunctionHelper.getAccumulatorTypeOfAggregateFunction(tableAggregateFunction);
-        this.functionCatalog.registerTempSystemAggregateFunction(name, tableAggregateFunction, typeInfo, accTypeInfo);
+        return createTable(queryOperation);
     }
 
-    public boolean parseAndLoadConfiguration(String statement, StreamExecutionEnvironment environment, Map<String, Object> setMap) {
-        return false;
+    public <T> Table fromDataStream(DataStream<T> dataStream, String fields) {
+        List<Expression> expressions = ExpressionParser.parseExpressionList(fields);
+        return fromDataStream(dataStream, expressions.toArray(new Expression[0]));
     }
 
-
     @Override
-    public Table fromChangelogStream(DataStream<Row> dataStream) {
-        throw new FlinkClientException("Flink 1.12 not support");
+    public <T> void createTemporaryView(String path, DataStream<T> dataStream, String fields) {
+        createTemporaryView(path, fromDataStream(dataStream, fields));
     }
 
     @Override
-    public <T> void registerDataStream(String name, DataStream<T> dataStream) {
-        throw new FlinkClientException("Flink 1.12 not support");
+    public <T> void createTemporaryView(
+        String path, DataStream<T> dataStream, Expression... fields) {
+        createTemporaryView(path, fromDataStream(dataStream, fields));
     }
 
-    @Override
-    public <T> void createTemporaryView(String path, DataStream<T> dataStream) {
-        throw new FlinkClientException("Flink 1.12 not support");
+    private <T> JavaDataStreamQueryOperation<T> asQueryOperation(
+        DataStream<T> dataStream, Optional<List<Expression>> fields) {
+        TypeInformation<T> streamType = dataStream.getType();
+
+        // get field names and types for all non-replaced fields
+        FieldInfoUtils.TypeInfoSchema typeInfoSchema =
+            fields.map(
+                    f -> {
+                        FieldInfoUtils.TypeInfoSchema fieldsInfo =
+                            FieldInfoUtils.getFieldsInfo(
+                                streamType, f.toArray(new Expression[0]));
+
+                        // check if event-time is enabled
+                        validateTimeCharacteristic(fieldsInfo.isRowtimeDefined());
+                        return fieldsInfo;
+                    })
+                .orElseGet(() -> FieldInfoUtils.getFieldsInfo(streamType));
+
+        return new JavaDataStreamQueryOperation<>(
+            dataStream, typeInfoSchema.getIndices(), typeInfoSchema.toTableSchema());
+    }
+
+    private void validateTimeCharacteristic(boolean isRowtimeDefined) {
+        if (isRowtimeDefined
+            && executionEnvironment.getStreamTimeCharacteristic()
+            != TimeCharacteristic.EventTime) {
+            throw new ValidationException(
+                String.format(
+                    "A rowtime attribute requires an EventTime time characteristic in stream environment. But is: %s",
+                    executionEnvironment.getStreamTimeCharacteristic()));
+        }
     }
 }

dlink-client/dlink-client-1.12/src/main/java/com/dlink/cdc/AbstractSinkBuilder.java

@@ -12,6 +12,7 @@ import org.apache.flink.table.data.DecimalData;
 import org.apache.flink.table.data.GenericRowData;
 import org.apache.flink.table.data.RowData;
 import org.apache.flink.table.data.StringData;
+import org.apache.flink.table.operations.ModifyOperation;
 import org.apache.flink.table.types.logical.BigIntType;
 import org.apache.flink.table.types.logical.BooleanType;
 import org.apache.flink.table.types.logical.DecimalType;
@@ -49,6 +50,7 @@ import com.dlink.model.Table;
 public abstract class AbstractSinkBuilder {
 
     protected FlinkCDCConfig config;
+    protected List<ModifyOperation> modifyOperations = new ArrayList();
 
     public AbstractSinkBuilder() {
     }
@@ -220,6 +222,9 @@ public abstract class AbstractSinkBuilder {
     }
 
     protected Object convertValue(Object value, LogicalType logicalType) {
+        if (value == null) {
+            return null;
+        }
         if (logicalType instanceof VarCharType) {
             return StringData.fromString((String) value);
         } else if (logicalType instanceof DecimalType) {

dlink-client/dlink-client-1.12/src/main/java/com/dlink/cdc/CDCBuilder.java

@@ -7,7 +7,6 @@ import java.util.List;
 import java.util.Map;
 
 import com.dlink.model.FlinkCDCConfig;
-import com.dlink.model.Table;
 
 /**
  * CDCBuilder
@@ -29,7 +28,5 @@ public interface CDCBuilder {
 
     Map<String, Map<String, String>> parseMetaDataConfigs();
 
-    String getInsertSQL(Table table, String sourceName);
-
     String getSchemaFieldName();
 }

dlink-client/dlink-client-1.12/src/main/java/com/dlink/cdc/SinkBuilderFactory.java

@@ -3,6 +3,7 @@ package com.dlink.cdc;
 import com.dlink.assertion.Asserts;
 import com.dlink.cdc.doris.DorisSinkBuilder;
 import com.dlink.cdc.kafka.KafkaSinkBuilder;
+import com.dlink.cdc.sql.SQLSinkBuilder;
 import com.dlink.exception.FlinkClientException;
 import com.dlink.model.FlinkCDCConfig;
 
@@ -16,7 +17,8 @@ public class SinkBuilderFactory {
 
     private static SinkBuilder[] sinkBuilders = {
         new KafkaSinkBuilder(),
-        new DorisSinkBuilder()
+        new DorisSinkBuilder(),
+        new SQLSinkBuilder()
     };
 
     public static SinkBuilder buildSinkBuilder(FlinkCDCConfig config) {
@@ -28,6 +30,6 @@ public class SinkBuilderFactory {
                 return sinkBuilders[i].create(config);
             }
         }
-        throw new FlinkClientException("未匹配到对应 Sink 类型的【" + config.getSink().get("connector") + "】。");
+        return new SQLSinkBuilder().create(config);
     }
 }

dlink-client/dlink-client-1.12/src/main/java/com/dlink/cdc/doris/DorisSinkBuilder.java

@@ -26,7 +26,7 @@ import com.dlink.model.Table;
  **/
 public class DorisSinkBuilder extends AbstractSinkBuilder implements SinkBuilder, Serializable {
 
-    private final static String KEY_WORD = "doris";
+    private final static String KEY_WORD = "datastream-doris";
     private static final long serialVersionUID = 8330362249137471854L;
 
     public DorisSinkBuilder() {

dlink-client/dlink-client-1.12/src/main/java/com/dlink/cdc/kafka/KafkaSinkBuilder.java

@@ -33,7 +33,7 @@ import com.dlink.model.Table;
  **/
 public class KafkaSinkBuilder extends AbstractSinkBuilder implements SinkBuilder {
 
-    private final static String KEY_WORD = "kafka";
+    private final static String KEY_WORD = "datastream-kafka";
 
     public KafkaSinkBuilder() {
     }

dlink-client/dlink-client-1.12/src/main/java/com/dlink/cdc/mysql/MysqlCDCBuilder.java

@@ -19,7 +19,6 @@ import com.dlink.cdc.CDCBuilder;
 import com.dlink.constant.ClientConstant;
 import com.dlink.constant.FlinkParamConstant;
 import com.dlink.model.FlinkCDCConfig;
-import com.dlink.model.Table;
 
 /**
  * MysqlCDCBuilder
@@ -121,26 +120,4 @@ public class MysqlCDCBuilder extends AbstractCDCBuilder implements CDCBuilder {
         }
         return allConfigMap;
     }
-
-    @Override
-    public String getInsertSQL(Table table, String sourceName) {
-        StringBuilder sb = new StringBuilder("INSERT INTO ");
-        sb.append(table.getName());
-        sb.append(" SELECT\n");
-        for (int i = 0; i < table.getColumns().size(); i++) {
-            sb.append("    ");
-            if (i > 0) {
-                sb.append(",");
-            }
-            sb.append("`" + table.getColumns().get(i).getName() + "` \n");
-        }
-        sb.append(" FROM ");
-        sb.append(sourceName);
-       /* sb.append(" WHERE database_name = '");
-        sb.append(table.getSchema());
-        sb.append("' and table_name = '");
-        sb.append(table.getName());
-        sb.append("'");*/
-        return sb.toString();
-    }
 }

dlink-client/dlink-client-1.12/src/main/java/com/dlink/cdc/sql/SQLSinkBuilder.java

+package com.dlink.cdc.sql;
+
+import org.apache.commons.lang3.StringUtils;
+import org.apache.flink.api.common.functions.FlatMapFunction;
+import org.apache.flink.api.common.typeinfo.TypeInformation;
+import org.apache.flink.api.dag.Transformation;
+import org.apache.flink.api.java.typeutils.RowTypeInfo;
+import org.apache.flink.streaming.api.datastream.DataStream;
+import org.apache.flink.streaming.api.datastream.DataStreamSource;
+import org.apache.flink.streaming.api.datastream.SingleOutputStreamOperator;
+import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
+import org.apache.flink.table.data.DecimalData;
+import org.apache.flink.table.data.RowData;
+import org.apache.flink.table.operations.ModifyOperation;
+import org.apache.flink.table.operations.Operation;
+import org.apache.flink.table.types.logical.DecimalType;
+import org.apache.flink.table.types.logical.LogicalType;
+import org.apache.flink.table.types.logical.VarCharType;
+import org.apache.flink.table.types.utils.TypeConversions;
+import org.apache.flink.types.Row;
+import org.apache.flink.types.RowKind;
+import org.apache.flink.util.Collector;
+
+import java.io.Serializable;
+import java.math.BigDecimal;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+
+import com.dlink.assertion.Asserts;
+import com.dlink.cdc.AbstractSinkBuilder;
+import com.dlink.cdc.CDCBuilder;
+import com.dlink.cdc.SinkBuilder;
+import com.dlink.executor.CustomTableEnvironment;
+import com.dlink.model.FlinkCDCConfig;
+import com.dlink.model.Schema;
+import com.dlink.model.Table;
+import com.dlink.utils.SqlUtil;
+
+/**
+ * SQLSinkBuilder
+ *
+ * @author wenmo
+ * @since 2022/4/25 23:02
+ */
+public class SQLSinkBuilder extends AbstractSinkBuilder implements SinkBuilder, Serializable {
+
+    private final static String KEY_WORD = "sql";
+    private static final long serialVersionUID = -3699685106324048226L;
+
+    public SQLSinkBuilder() {
+    }
+
+    public SQLSinkBuilder(FlinkCDCConfig config) {
+        super(config);
+    }
+
+    @Override
+    public void addSink(StreamExecutionEnvironment env, DataStream<RowData> rowDataDataStream, Table table, List<String> columnNameList, List<LogicalType> columnTypeList) {
+
+    }
+
+    protected DataStream<Row> buildRow(
+        SingleOutputStreamOperator<Map> filterOperator,
+        List<String> columnNameList,
+        List<LogicalType> columnTypeList) {
+        final String[] columnNames = columnNameList.toArray(new String[columnNameList.size()]);
+        final LogicalType[] columnTypes = columnTypeList.toArray(new LogicalType[columnTypeList.size()]);
+
+        TypeInformation<?>[] typeInformations = TypeConversions.fromDataTypeToLegacyInfo(TypeConversions.fromLogicalToDataType(columnTypes));
+        RowTypeInfo rowTypeInfo = new RowTypeInfo(typeInformations, columnNames);
+
+        return filterOperator
+            .flatMap(new FlatMapFunction<Map, Row>() {
+                @Override
+                public void flatMap(Map value, Collector<Row> out) throws Exception {
+                    switch (value.get("op").toString()) {
+                        case "c":
+                            Row irow = Row.ofKind(RowKind.INSERT);
+                            Map idata = (Map) value.get("after");
+                            for (int i = 0; i < columnNameList.size(); i++) {
+                                irow.setField(i, convertValue(idata.get(columnNameList.get(i)), columnTypeList.get(i)));
+                            }
+                            out.collect(irow);
+                            break;
+                        case "d":
+                            Row drow = Row.ofKind(RowKind.DELETE);
+                            Map ddata = (Map) value.get("before");
+                            for (int i = 0; i < columnNameList.size(); i++) {
+                                drow.setField(i, convertValue(ddata.get(columnNameList.get(i)), columnTypeList.get(i)));
+                            }
+                            out.collect(drow);
+                            break;
+                        case "u":
+                            Row ubrow = Row.ofKind(RowKind.UPDATE_BEFORE);
+                            Map ubdata = (Map) value.get("before");
+                            for (int i = 0; i < columnNameList.size(); i++) {
+                                ubrow.setField(i, convertValue(ubdata.get(columnNameList.get(i)), columnTypeList.get(i)));
+                            }
+                            out.collect(ubrow);
+                            Row uarow = Row.ofKind(RowKind.UPDATE_AFTER);
+                            Map uadata = (Map) value.get("after");
+                            for (int i = 0; i < columnNameList.size(); i++) {
+                                uarow.setField(i, convertValue(uadata.get(columnNameList.get(i)), columnTypeList.get(i)));
+                            }
+                            out.collect(uarow);
+                            break;
+                    }
+                }
+            }, rowTypeInfo);
+    }
+
+    public void addTableSink(
+        CustomTableEnvironment customTableEnvironment,
+        DataStream<Row> rowDataDataStream,
+        Table table,
+        List<String> columnNameList) {
+
+        String sinkTableName = getSinkTableName(table);
+
+        customTableEnvironment.createTemporaryView(table.getSchemaTableNameWithUnderline(), rowDataDataStream, StringUtils.join(columnNameList, ","));
+        customTableEnvironment.executeSql(table.getFlinkDDL(getSinkConfigurationString(table), sinkTableName));
+
+        List<Operation> operations = customTableEnvironment.getParser().parse(table.getCDCSqlInsert(sinkTableName, table.getSchemaTableNameWithUnderline()));
+        if (operations.size() > 0) {
+            Operation operation = operations.get(0);
+            if (operation instanceof ModifyOperation) {
+                modifyOperations.add((ModifyOperation) operation);
+            }
+        }
+    }
+
+    @Override
+    public String getHandle() {
+        return KEY_WORD;
+    }
+
+    @Override
+    public SinkBuilder create(FlinkCDCConfig config) {
+        return new SQLSinkBuilder(config);
+    }
+
+    @Override
+    public DataStreamSource build(
+        CDCBuilder cdcBuilder,
+        StreamExecutionEnvironment env,
+        CustomTableEnvironment customTableEnvironment,
+        DataStreamSource<String> dataStreamSource) {
+        final List<Schema> schemaList = config.getSchemaList();
+        final String schemaFieldName = config.getSchemaFieldName();
+        if (Asserts.isNotNullCollection(schemaList)) {
+            SingleOutputStreamOperator<Map> mapOperator = deserialize(dataStreamSource);
+            for (Schema schema : schemaList) {
+                for (Table table : schema.getTables()) {
+                    SingleOutputStreamOperator<Map> filterOperator = shunt(mapOperator, table, schemaFieldName);
+                    List<String> columnNameList = new ArrayList<>();
+                    List<LogicalType> columnTypeList = new ArrayList<>();
+                    buildColumn(columnNameList, columnTypeList, table.getColumns());
+                    DataStream<Row> rowDataDataStream = buildRow(filterOperator, columnNameList, columnTypeList);
+                    addTableSink(customTableEnvironment, rowDataDataStream, table, columnNameList);
+                }
+            }
+            List<Transformation<?>> trans = customTableEnvironment.getPlanner().translate(modifyOperations);
+            for (Transformation<?> item : trans) {
+                env.addOperator(item);
+            }
+        }
+        return dataStreamSource;
+    }
+
+    protected Object convertValue(Object value, LogicalType logicalType) {
+        if (value == null) {
+            return null;
+        }
+        if (logicalType instanceof VarCharType) {
+            return value;
+        } else if (logicalType instanceof DecimalType) {
+            final DecimalType decimalType = ((DecimalType) logicalType);
+            final int precision = decimalType.getPrecision();
+            final int scala = decimalType.getScale();
+            return DecimalData.fromBigDecimal(new BigDecimal((String) value), precision, scala);
+        } else {
+            return value;
+        }
+    }
+
+    protected String getSinkConfigurationString(Table table) {
+        String configurationString = SqlUtil.replaceAllParam(config.getSinkConfigurationString(), "schemaName", getSinkSchemaName(table));
+        return SqlUtil.replaceAllParam(configurationString, "tableName", getSinkTableName(table));
+    }
+}

dlink-client/dlink-client-1.12/src/main/java/com/dlink/executor/CustomTableEnvironmentImpl.java

@@ -9,6 +9,7 @@ import org.apache.flink.configuration.PipelineOptions;
 import org.apache.flink.runtime.jobgraph.JobGraph;
 import org.apache.flink.runtime.jobgraph.jsonplan.JsonPlanGenerator;
 import org.apache.flink.runtime.rest.messages.JobPlanInfo;
+import org.apache.flink.streaming.api.TimeCharacteristic;
 import org.apache.flink.streaming.api.datastream.DataStream;
 import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
 import org.apache.flink.streaming.api.graph.JSONGenerator;
@@ -18,6 +19,7 @@ import org.apache.flink.table.api.ExplainDetail;
 import org.apache.flink.table.api.Table;
 import org.apache.flink.table.api.TableConfig;
 import org.apache.flink.table.api.TableException;
+import org.apache.flink.table.api.ValidationException;
 import org.apache.flink.table.api.internal.TableEnvironmentImpl;
 import org.apache.flink.table.catalog.CatalogManager;
 import org.apache.flink.table.catalog.FunctionCatalog;
@@ -26,26 +28,26 @@ import org.apache.flink.table.delegation.Executor;
 import org.apache.flink.table.delegation.ExecutorFactory;
 import org.apache.flink.table.delegation.Planner;
 import org.apache.flink.table.delegation.PlannerFactory;
+import org.apache.flink.table.expressions.Expression;
+import org.apache.flink.table.expressions.ExpressionParser;
 import org.apache.flink.table.factories.ComponentFactoryService;
-import org.apache.flink.table.functions.AggregateFunction;
-import org.apache.flink.table.functions.TableAggregateFunction;
-import org.apache.flink.table.functions.TableFunction;
-import org.apache.flink.table.functions.UserDefinedFunctionHelper;
 import org.apache.flink.table.module.ModuleManager;
 import org.apache.flink.table.operations.ExplainOperation;
+import org.apache.flink.table.operations.JavaDataStreamQueryOperation;
 import org.apache.flink.table.operations.ModifyOperation;
 import org.apache.flink.table.operations.Operation;
 import org.apache.flink.table.operations.QueryOperation;
 import org.apache.flink.table.planner.delegation.ExecutorBase;
 import org.apache.flink.table.planner.utils.ExecutorUtils;
-import org.apache.flink.types.Row;
+import org.apache.flink.table.typeutils.FieldInfoUtils;
 
 import java.lang.reflect.Method;
 import java.util.ArrayList;
+import java.util.Arrays;
 import java.util.List;
 import java.util.Map;
+import java.util.Optional;
 
-import com.dlink.exception.FlinkClientException;
 import com.dlink.result.SqlExplainResult;
 import com.fasterxml.jackson.core.JsonProcessingException;
 import com.fasterxml.jackson.databind.ObjectMapper;
@@ -274,39 +276,63 @@ public class CustomTableEnvironmentImpl extends TableEnvironmentImpl implements
         return record;
     }
 
-    public <T> void registerFunction(String name, TableFunction<T> tableFunction) {
-        TypeInformation<T> typeInfo = UserDefinedFunctionHelper.getReturnTypeOfTableFunction(tableFunction);
-        this.functionCatalog.registerTempSystemTableFunction(name, tableFunction, typeInfo);
+    public boolean parseAndLoadConfiguration(String statement, StreamExecutionEnvironment environment, Map<String, Object> setMap) {
+        return false;
     }
 
-    public <T, ACC> void registerFunction(String name, AggregateFunction<T, ACC> aggregateFunction) {
-        TypeInformation<T> typeInfo = UserDefinedFunctionHelper.getReturnTypeOfAggregateFunction(aggregateFunction);
-        TypeInformation<ACC> accTypeInfo = UserDefinedFunctionHelper.getAccumulatorTypeOfAggregateFunction(aggregateFunction);
-        this.functionCatalog.registerTempSystemAggregateFunction(name, aggregateFunction, typeInfo, accTypeInfo);
-    }
+    public <T> Table fromDataStream(DataStream<T> dataStream, Expression... fields) {
+        JavaDataStreamQueryOperation<T> queryOperation =
+            asQueryOperation(dataStream, Optional.of(Arrays.asList(fields)));
 
-    public <T, ACC> void registerFunction(String name, TableAggregateFunction<T, ACC> tableAggregateFunction) {
-        TypeInformation<T> typeInfo = UserDefinedFunctionHelper.getReturnTypeOfAggregateFunction(tableAggregateFunction);
-        TypeInformation<ACC> accTypeInfo = UserDefinedFunctionHelper.getAccumulatorTypeOfAggregateFunction(tableAggregateFunction);
-        this.functionCatalog.registerTempSystemAggregateFunction(name, tableAggregateFunction, typeInfo, accTypeInfo);
+        return createTable(queryOperation);
     }
 
-    public boolean parseAndLoadConfiguration(String statement, StreamExecutionEnvironment environment, Map<String, Object> setMap) {
-        return false;
+    public <T> Table fromDataStream(DataStream<T> dataStream, String fields) {
+        List<Expression> expressions = ExpressionParser.parseExpressionList(fields);
+        return fromDataStream(dataStream, expressions.toArray(new Expression[0]));
     }
 
     @Override
-    public Table fromChangelogStream(DataStream<Row> dataStream) {
-        throw new FlinkClientException("Flink 1.12 not support");
+    public <T> void createTemporaryView(String path, DataStream<T> dataStream, String fields) {
+        createTemporaryView(path, fromDataStream(dataStream, fields));
     }
 
     @Override
-    public <T> void registerDataStream(String name, DataStream<T> dataStream) {
-        throw new FlinkClientException("Flink 1.12 not support");
+    public <T> void createTemporaryView(
+        String path, DataStream<T> dataStream, Expression... fields) {
+        createTemporaryView(path, fromDataStream(dataStream, fields));
     }
 
-    @Override
-    public <T> void createTemporaryView(String path, DataStream<T> dataStream) {
-        throw new FlinkClientException("Flink 1.12 not support");
+    private <T> JavaDataStreamQueryOperation<T> asQueryOperation(
+        DataStream<T> dataStream, Optional<List<Expression>> fields) {
+        TypeInformation<T> streamType = dataStream.getType();
+
+        // get field names and types for all non-replaced fields
+        FieldInfoUtils.TypeInfoSchema typeInfoSchema =
+            fields.map(
+                    f -> {
+                        FieldInfoUtils.TypeInfoSchema fieldsInfo =
+                            FieldInfoUtils.getFieldsInfo(
+                                streamType, f.toArray(new Expression[0]));
+
+                        // check if event-time is enabled
+                        validateTimeCharacteristic(fieldsInfo.isRowtimeDefined());
+                        return fieldsInfo;
+                    })
+                .orElseGet(() -> FieldInfoUtils.getFieldsInfo(streamType));
+
+        return new JavaDataStreamQueryOperation<>(
+            dataStream, typeInfoSchema.getIndices(), typeInfoSchema.toTableSchema());
+    }
+
+    private void validateTimeCharacteristic(boolean isRowtimeDefined) {
+        if (isRowtimeDefined
+            && executionEnvironment.getStreamTimeCharacteristic()
+            != TimeCharacteristic.EventTime) {
+            throw new ValidationException(
+                String.format(
+                    "A rowtime attribute requires an EventTime time characteristic in stream environment. But is: %s",
+                    executionEnvironment.getStreamTimeCharacteristic()));
+        }
     }
 }
\ No newline at end of file

dlink-client/dlink-client-1.13/src/main/java/com/dlink/cdc/AbstractSinkBuilder.java

@@ -12,6 +12,7 @@ import org.apache.flink.table.data.DecimalData;
 import org.apache.flink.table.data.GenericRowData;
 import org.apache.flink.table.data.RowData;
 import org.apache.flink.table.data.StringData;
+import org.apache.flink.table.operations.ModifyOperation;
 import org.apache.flink.table.types.logical.BigIntType;
 import org.apache.flink.table.types.logical.BooleanType;
 import org.apache.flink.table.types.logical.DecimalType;
@@ -49,6 +50,7 @@ import com.dlink.model.Table;
 public abstract class AbstractSinkBuilder {
 
     protected FlinkCDCConfig config;
+    protected List<ModifyOperation> modifyOperations = new ArrayList();
 
     public AbstractSinkBuilder() {
     }
@@ -162,17 +164,23 @@ public abstract class AbstractSinkBuilder {
         StreamExecutionEnvironment env,
         CustomTableEnvironment customTableEnvironment,
         DataStreamSource<String> dataStreamSource) {
+
         final List<Schema> schemaList = config.getSchemaList();
         final String schemaFieldName = config.getSchemaFieldName();
+
         if (Asserts.isNotNullCollection(schemaList)) {
             SingleOutputStreamOperator<Map> mapOperator = deserialize(dataStreamSource);
             for (Schema schema : schemaList) {
                 for (Table table : schema.getTables()) {
                     SingleOutputStreamOperator<Map> filterOperator = shunt(mapOperator, table, schemaFieldName);
+
                     List<String> columnNameList = new ArrayList<>();
                     List<LogicalType> columnTypeList = new ArrayList<>();
+
                     buildColumn(columnNameList, columnTypeList, table.getColumns());
+
                     DataStream<RowData> rowDataDataStream = buildRowData(filterOperator, columnNameList, columnTypeList);
+
                     addSink(env, rowDataDataStream, table, columnNameList, columnTypeList);
                 }
             }
@@ -220,6 +228,9 @@ public abstract class AbstractSinkBuilder {
     }
 
     protected Object convertValue(Object value, LogicalType logicalType) {
+        if (value == null) {
+            return null;
+        }
         if (logicalType instanceof VarCharType) {
             return StringData.fromString((String) value);
         } else if (logicalType instanceof DecimalType) {
@@ -232,7 +243,7 @@ public abstract class AbstractSinkBuilder {
         }
     }
 
-    protected String getSinkSchemaName(Table table){
+    protected String getSinkSchemaName(Table table) {
         String schemaName = table.getSchema();
         if (config.getSink().containsKey("sink.db")) {
             schemaName = config.getSink().get("sink.db");
@@ -240,7 +251,7 @@ public abstract class AbstractSinkBuilder {
         return schemaName;
     }
 
-    protected String getSinkTableName(Table table){
+    protected String getSinkTableName(Table table) {
         String tableName = table.getName();
         if (config.getSink().containsKey("table.prefix.schema")) {
             if (Boolean.valueOf(config.getSink().get("table.prefix.schema"))) {
@@ -265,4 +276,5 @@ public abstract class AbstractSinkBuilder {
         }
         return tableName;
     }
+
 }

dlink-client/dlink-client-1.13/src/main/java/com/dlink/cdc/CDCBuilder.java

@@ -7,7 +7,6 @@ import java.util.List;
 import java.util.Map;
 
 import com.dlink.model.FlinkCDCConfig;
-import com.dlink.model.Table;
 
 /**
  * CDCBuilder
@@ -29,7 +28,5 @@ public interface CDCBuilder {
 
     Map<String, Map<String, String>> parseMetaDataConfigs();
 
-    String getInsertSQL(Table table, String sourceName);
-
     String getSchemaFieldName();
 }

dlink-client/dlink-client-1.13/src/main/java/com/dlink/cdc/SinkBuilderFactory.java

@@ -3,8 +3,8 @@ package com.dlink.cdc;
 import com.dlink.assertion.Asserts;
 import com.dlink.cdc.doris.DorisSinkBuilder;
 import com.dlink.cdc.hudi.HudiSinkBuilder;
-import com.dlink.cdc.jdbc.JdbcSinkBuilder;
 import com.dlink.cdc.kafka.KafkaSinkBuilder;
+import com.dlink.cdc.sql.SQLSinkBuilder;
 import com.dlink.exception.FlinkClientException;
 import com.dlink.model.FlinkCDCConfig;
 
@@ -18,9 +18,9 @@ public class SinkBuilderFactory {
 
     private static SinkBuilder[] sinkBuilders = {
         new KafkaSinkBuilder(),
-        new JdbcSinkBuilder(),
         new DorisSinkBuilder(),
         new HudiSinkBuilder(),
+        new SQLSinkBuilder(),
     };
 
     public static SinkBuilder buildSinkBuilder(FlinkCDCConfig config) {
@@ -32,6 +32,6 @@ public class SinkBuilderFactory {
                 return sinkBuilders[i].create(config);
             }
         }
-        throw new FlinkClientException("未匹配到对应 Sink 类型的【" + config.getSink().get("connector") + "】。");
+        return new SQLSinkBuilder().create(config);
     }
 }

dlink-client/dlink-client-1.13/src/main/java/com/dlink/cdc/doris/DorisSinkBuilder.java

@@ -4,7 +4,6 @@ import org.apache.doris.flink.cfg.DorisExecutionOptions;
 import org.apache.doris.flink.cfg.DorisOptions;
 import org.apache.doris.flink.cfg.DorisReadOptions;
 import org.apache.doris.flink.cfg.DorisSink;
-import org.apache.doris.flink.cfg.DorisStreamOptions;
 import org.apache.flink.streaming.api.datastream.DataStream;
 import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
 import org.apache.flink.table.data.RowData;
@@ -27,7 +26,7 @@ import com.dlink.model.Table;
  **/
 public class DorisSinkBuilder extends AbstractSinkBuilder implements SinkBuilder, Serializable {
 
-    private final static String KEY_WORD = "doris";
+    private final static String KEY_WORD = "datastream-doris";
     private static final long serialVersionUID = 8330362249137471854L;
 
     public DorisSinkBuilder() {

dlink-client/dlink-client-1.13/src/main/java/com/dlink/cdc/hudi/HudiSinkBuilder.java

@@ -29,7 +29,7 @@ import com.dlink.model.Table;
  */
 public class HudiSinkBuilder extends AbstractSinkBuilder implements SinkBuilder, Serializable {
 
-    private final static String KEY_WORD = "hudi";
+    private final static String KEY_WORD = "datastream-hudi";
     private static final long serialVersionUID = 5324199407472847422L;
 
     public HudiSinkBuilder() {

dlink-client/dlink-client-1.13/src/main/java/com/dlink/cdc/jdbc/JdbcSinkBuilder.java

-package com.dlink.cdc.jdbc;
-
-import org.apache.flink.api.dag.Transformation;
-import org.apache.flink.connector.jdbc.dialect.ClickHouseDialect;
-import org.apache.flink.connector.jdbc.dialect.MySQLDialect;
-import org.apache.flink.connector.jdbc.dialect.OracleDialect;
-import org.apache.flink.connector.jdbc.dialect.PostgresDialect;
-import org.apache.flink.connector.jdbc.dialect.SQLServerDialect;
-import org.apache.flink.connector.jdbc.internal.options.JdbcOptions;
-import org.apache.flink.connector.jdbc.table.JdbcUpsertTableSink;
-import org.apache.flink.streaming.api.datastream.DataStream;
-import org.apache.flink.streaming.api.datastream.DataStreamSource;
-import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
-import org.apache.flink.table.api.TableSchema;
-import org.apache.flink.table.data.RowData;
-import org.apache.flink.table.operations.ModifyOperation;
-import org.apache.flink.table.operations.Operation;
-import org.apache.flink.table.types.logical.LogicalType;
-
-import java.util.ArrayList;
-import java.util.List;
-import java.util.Map;
-
-import com.dlink.assertion.Asserts;
-import com.dlink.cdc.AbstractSinkBuilder;
-import com.dlink.cdc.CDCBuilder;
-import com.dlink.cdc.SinkBuilder;
-import com.dlink.executor.CustomTableEnvironment;
-import com.dlink.model.FlinkCDCConfig;
-import com.dlink.model.Schema;
-import com.dlink.model.Table;
-
-/**
- * MysqlCDCBuilder
- *
- * @author wenmo
- * @since 2022/4/12 21:29
- **/
-public class JdbcSinkBuilder extends AbstractSinkBuilder implements SinkBuilder {
-
-    private final static String KEY_WORD = "jdbc";
-    private final static String TABLE_NAME = "cdc_table";
-
-    public JdbcSinkBuilder() {
-    }
-
-    public JdbcSinkBuilder(FlinkCDCConfig config) {
-        super(config);
-    }
-
-    @Override
-    public String getHandle() {
-        return KEY_WORD;
-    }
-
-    @Override
-    public SinkBuilder create(FlinkCDCConfig config) {
-        return new JdbcSinkBuilder(config);
-    }
-
-    @Override
-    public void addSink(
-        StreamExecutionEnvironment env,
-        DataStream<RowData> rowDataDataStream,
-        Table table,
-        List<String> columnNameList,
-        List<LogicalType> columnTypeList) {
-
-        JdbcUpsertTableSink.Builder builder = JdbcUpsertTableSink.builder();
-
-        Map<String, String> sink = config.getSink();
-        if (sink.containsKey("sink.buffer-flush.interval")) {
-            builder.setFlushIntervalMills(Integer.valueOf(sink.get("sink.buffer-flush.interval")));
-        }
-        if (sink.containsKey("sink.buffer-flush.max-rows")) {
-            builder.setFlushMaxSize(Integer.valueOf(sink.get("sink.buffer-flush.max-rows")));
-        }
-        if (sink.containsKey("sink.max-retries")) {
-            builder.setMaxRetryTimes(Integer.valueOf(sink.get("sink.max-retries")));
-        }
-        JdbcOptions.Builder jdbcOptionsBuilder = JdbcOptions.builder();
-        if (sink.containsKey("connection.max-retry-timeout")) {
-            jdbcOptionsBuilder.setConnectionCheckTimeoutSeconds(Integer.valueOf(sink.get("connection.max-retry-timeout")));
-        }
-        if (sink.containsKey("url")) {
-            jdbcOptionsBuilder.setDBUrl(sink.get("url"));
-        }
-        if (sink.containsKey("dialect")) {
-            switch (sink.get("dialect")) {
-                case "MySql":
-                    jdbcOptionsBuilder.setDialect(new MySQLDialect());
-                    break;
-                case "Oracle":
-                    jdbcOptionsBuilder.setDialect(new OracleDialect());
-                    break;
-                case "ClickHouse":
-                    jdbcOptionsBuilder.setDialect(new ClickHouseDialect());
-                    break;
-                case "SQLServer":
-                    jdbcOptionsBuilder.setDialect(new SQLServerDialect());
-                    break;
-                case "Postgres":
-                    jdbcOptionsBuilder.setDialect(new PostgresDialect());
-                    break;
-            }
-
-        }
-        if (sink.containsKey("driver")) {
-            jdbcOptionsBuilder.setDriverName(sink.get("driver"));
-        }
-        if (sink.containsKey("sink.parallelism")) {
-            jdbcOptionsBuilder.setParallelism(Integer.valueOf(sink.get("sink.parallelism")));
-        }
-        if (sink.containsKey("password")) {
-            jdbcOptionsBuilder.setPassword(sink.get("password"));
-        }
-        if (sink.containsKey("username")) {
-            jdbcOptionsBuilder.setUsername(sink.get("username"));
-        }
-        jdbcOptionsBuilder.setTableName(table.getSchemaTableName());
-        builder.setOptions(jdbcOptionsBuilder.build());
-        builder.setTableSchema(TableSchema.fromTypeInfo(rowDataDataStream.getType()));
-        /*JdbcUpsertTableSink build = builder.build();
-        build.consumeDataStream(rowDataDataStream);
-        rowDataDataStream.addSink(build.);*/
-    }
-    /*@Override
-    public DataStreamSource build(StreamExecutionEnvironment env, DataStreamSource<String> dataStreamSource) {
-        final List<Schema> schemaList = config.getSchemaList();
-        if (Asserts.isNotNullCollection(schemaList)) {
-            for (Schema schema : schemaList) {
-                for (Table table : schema.getTables()) {
-                    *//*dataStreamSource.filter(new FilterFunction<Map>() {
-                        @Override
-                        public boolean filter(Map value) throws Exception {
-                            return value.containsKey("table_name") && table.getName().equals(value.get("table_name"));
-                        }
-                    });
-                    dataStreamSource.addSink(
-                    JdbcSink.sink(
-                            "insert into books (id, title, authors, year) values (?, ?, ?, ?)",
-                            (statement, book) -> {
-                                statement.setLong(1, book.id);
-                                statement.setString(2, book.title);
-                                statement.setString(3, book.authors);
-                                statement.setInt(4, book.year);
-                            },
-                            JdbcExecutionOptions.builder()
-                                    .withBatchSize(1000)
-                                    .withBatchIntervalMs(200)
-                                    .withMaxRetries(5)
-                                    .build(),
-                            new JdbcConnectionOptions.JdbcConnectionOptionsBuilder()
-                                    .withUrl("jdbc:postgresql://dbhost:5432/postgresdb")
-                                    .withDriverName("org.postgresql.Driver")
-                                    .withUsername("someUser")
-                                    .withPassword("somePassword")
-                                    .build()
-                    ));*//*
-                }
-            }
-        }
-        return dataStreamSource;
-    }*/
-
-    @Override
-    public DataStreamSource build(CDCBuilder cdcBuilder, StreamExecutionEnvironment env, CustomTableEnvironment customTableEnvironment, DataStreamSource<String> dataStreamSource) {
-        final List<Schema> schemaList = config.getSchemaList();
-        if (Asserts.isNotNullCollection(schemaList)) {
-            /*org.apache.flink.table.api.Table table = env.fromChangelogStream(dataStreamSource);
-            env.registerTable("cdc_table",table);*/
-            customTableEnvironment.registerDataStream(TABLE_NAME, dataStreamSource);
-            List<ModifyOperation> modifyOperations = new ArrayList();
-            StringBuilder sb = new StringBuilder();
-            for (Map.Entry<String, String> entry : config.getSink().entrySet()) {
-                sb.append("'");
-                sb.append(entry.getKey());
-                sb.append("' = '");
-                sb.append(entry.getValue());
-                sb.append("',\n");
-            }
-            for (Schema schema : schemaList) {
-                for (Table item : schema.getTables()) {
-                    customTableEnvironment.executeSql(item.getFlinkTableSql(sb.toString() + "'table-name' = '" + item.getSchemaTableName() + "'\n"));
-                    List<Operation> operations = customTableEnvironment.getParser().parse(cdcBuilder.getInsertSQL(item, TABLE_NAME));
-                    if (operations.size() > 0) {
-                        Operation operation = operations.get(0);
-                        if (operation instanceof ModifyOperation) {
-                            modifyOperations.add((ModifyOperation) operation);
-                        }
-                    }
-                }
-            }
-            List<Transformation<?>> trans = customTableEnvironment.getPlanner().translate(modifyOperations);
-            for (Transformation<?> item : trans) {
-                env.addOperator(item);
-            }
-        }
-        return dataStreamSource;
-    }
-}

dlink-client/dlink-client-1.13/src/main/java/com/dlink/cdc/kafka/KafkaSinkBuilder.java

@@ -33,7 +33,7 @@ import com.dlink.model.Table;
  **/
 public class KafkaSinkBuilder extends AbstractSinkBuilder implements SinkBuilder {
 
-    private final static String KEY_WORD = "kafka";
+    private final static String KEY_WORD = "datastream-kafka";
 
     public KafkaSinkBuilder() {
     }

dlink-client/dlink-client-1.13/src/main/java/com/dlink/cdc/mysql/MysqlCDCBuilder.java

@@ -17,7 +17,6 @@ import com.dlink.cdc.CDCBuilder;
 import com.dlink.constant.ClientConstant;
 import com.dlink.constant.FlinkParamConstant;
 import com.dlink.model.FlinkCDCConfig;
-import com.dlink.model.Table;
 import com.ververica.cdc.connectors.mysql.source.MySqlSource;
 import com.ververica.cdc.connectors.mysql.source.MySqlSourceBuilder;
 import com.ververica.cdc.connectors.mysql.table.StartupOptions;
@@ -127,28 +126,6 @@ public class MysqlCDCBuilder extends AbstractCDCBuilder implements CDCBuilder {
         return allConfigMap;
     }
 
-    @Override
-    public String getInsertSQL(Table table, String sourceName) {
-        StringBuilder sb = new StringBuilder("INSERT INTO ");
-        sb.append(table.getName());
-        sb.append(" SELECT\n");
-        for (int i = 0; i < table.getColumns().size(); i++) {
-            sb.append("    ");
-            if (i > 0) {
-                sb.append(",");
-            }
-            sb.append("`" + table.getColumns().get(i).getName() + "` \n");
-        }
-        sb.append(" FROM ");
-        sb.append(sourceName);
-        sb.append(" WHERE database_name = '");
-        sb.append(table.getSchema());
-        sb.append("' and table_name = '");
-        sb.append(table.getName());
-        sb.append("'");
-        return sb.toString();
-    }
-
     @Override
     public String getSchemaFieldName() {
         return "db";

dlink-client/dlink-client-1.13/src/main/java/com/dlink/cdc/oracle/OracleCDCBuilder.java

@@ -107,26 +107,4 @@ public class OracleCDCBuilder extends AbstractCDCBuilder implements CDCBuilder {
         }
         return allConfigList;
     }
-
-    @Override
-    public String getInsertSQL(Table table, String sourceName) {
-        StringBuilder sb = new StringBuilder("INSERT INTO ");
-        sb.append(table.getName());
-        sb.append(" SELECT\n");
-        for (int i = 0; i < table.getColumns().size(); i++) {
-            sb.append("    ");
-            if (i > 0) {
-                sb.append(",");
-            }
-            sb.append("`" + table.getColumns().get(i).getName() + "` \n");
-        }
-        sb.append(" FROM ");
-        sb.append(sourceName);
-        sb.append(" WHERE schema_name = '");
-        sb.append(table.getSchema());
-        sb.append("' and table_name = '");
-        sb.append(table.getName());
-        sb.append("'");
-        return sb.toString();
-    }
 }

dlink-client/dlink-client-1.13/src/main/java/com/dlink/cdc/sql/SQLSinkBuilder.java

+package com.dlink.cdc.sql;
+
+import org.apache.commons.lang3.StringUtils;
+import org.apache.flink.api.common.functions.FlatMapFunction;
+import org.apache.flink.api.common.typeinfo.TypeInformation;
+import org.apache.flink.api.dag.Transformation;
+import org.apache.flink.api.java.typeutils.RowTypeInfo;
+import org.apache.flink.streaming.api.datastream.DataStream;
+import org.apache.flink.streaming.api.datastream.DataStreamSource;
+import org.apache.flink.streaming.api.datastream.SingleOutputStreamOperator;
+import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
+import org.apache.flink.table.data.DecimalData;
+import org.apache.flink.table.data.RowData;
+import org.apache.flink.table.operations.ModifyOperation;
+import org.apache.flink.table.operations.Operation;
+import org.apache.flink.table.types.logical.DecimalType;
+import org.apache.flink.table.types.logical.LogicalType;
+import org.apache.flink.table.types.logical.VarCharType;
+import org.apache.flink.table.types.utils.TypeConversions;
+import org.apache.flink.types.Row;
+import org.apache.flink.types.RowKind;
+import org.apache.flink.util.Collector;
+
+import java.io.Serializable;
+import java.math.BigDecimal;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+
+import com.dlink.assertion.Asserts;
+import com.dlink.cdc.AbstractSinkBuilder;
+import com.dlink.cdc.CDCBuilder;
+import com.dlink.cdc.SinkBuilder;
+import com.dlink.executor.CustomTableEnvironment;
+import com.dlink.model.FlinkCDCConfig;
+import com.dlink.model.Schema;
+import com.dlink.model.Table;
+import com.dlink.utils.SqlUtil;
+
+/**
+ * SQLSinkBuilder
+ *
+ * @author wenmo
+ * @since 2022/4/25 23:02
+ */
+public class SQLSinkBuilder extends AbstractSinkBuilder implements SinkBuilder, Serializable {
+
+    private final static String KEY_WORD = "sql";
+    private static final long serialVersionUID = -3699685106324048226L;
+
+    public SQLSinkBuilder() {
+    }
+
+    public SQLSinkBuilder(FlinkCDCConfig config) {
+        super(config);
+    }
+
+    @Override
+    public void addSink(StreamExecutionEnvironment env, DataStream<RowData> rowDataDataStream, Table table, List<String> columnNameList, List<LogicalType> columnTypeList) {
+
+    }
+
+    protected DataStream<Row> buildRow(
+        SingleOutputStreamOperator<Map> filterOperator,
+        List<String> columnNameList,
+        List<LogicalType> columnTypeList) {
+        final String[] columnNames = columnNameList.toArray(new String[columnNameList.size()]);
+        final LogicalType[] columnTypes = columnTypeList.toArray(new LogicalType[columnTypeList.size()]);
+
+        TypeInformation<?>[] typeInformations = TypeConversions.fromDataTypeToLegacyInfo(TypeConversions.fromLogicalToDataType(columnTypes));
+        RowTypeInfo rowTypeInfo = new RowTypeInfo(typeInformations, columnNames);
+
+        return filterOperator
+            .flatMap(new FlatMapFunction<Map, Row>() {
+                @Override
+                public void flatMap(Map value, Collector<Row> out) throws Exception {
+                    switch (value.get("op").toString()) {
+                        case "c":
+                            Row irow = Row.withNames(RowKind.INSERT);
+                            Map idata = (Map) value.get("after");
+                            for (int i = 0; i < columnNameList.size(); i++) {
+                                irow.setField(columnNameList.get(i), convertValue(idata.get(columnNameList.get(i)), columnTypeList.get(i)));
+                            }
+                            out.collect(irow);
+                            break;
+                        case "d":
+                            Row drow = Row.withNames(RowKind.DELETE);
+                            Map ddata = (Map) value.get("before");
+                            for (int i = 0; i < columnNameList.size(); i++) {
+                                drow.setField(columnNameList.get(i), convertValue(ddata.get(columnNameList.get(i)), columnTypeList.get(i)));
+                            }
+                            out.collect(drow);
+                            break;
+                        case "u":
+                            Row ubrow = Row.withNames(RowKind.UPDATE_BEFORE);
+                            Map ubdata = (Map) value.get("before");
+                            for (int i = 0; i < columnNameList.size(); i++) {
+                                ubrow.setField(columnNameList.get(i), convertValue(ubdata.get(columnNameList.get(i)), columnTypeList.get(i)));
+                            }
+                            out.collect(ubrow);
+                            Row uarow = Row.withNames(RowKind.UPDATE_AFTER);
+                            Map uadata = (Map) value.get("after");
+                            for (int i = 0; i < columnNameList.size(); i++) {
+                                uarow.setField(columnNameList.get(i), convertValue(uadata.get(columnNameList.get(i)), columnTypeList.get(i)));
+                            }
+                            out.collect(uarow);
+                            break;
+                    }
+                }
+            }, rowTypeInfo);
+    }
+
+    public void addTableSink(
+        CustomTableEnvironment customTableEnvironment,
+        DataStream<Row> rowDataDataStream,
+        Table table,
+        List<String> columnNameList) {
+
+        String sinkTableName = getSinkTableName(table);
+
+        customTableEnvironment.createTemporaryView(table.getSchemaTableNameWithUnderline(), rowDataDataStream, StringUtils.join(columnNameList, ","));
+        customTableEnvironment.executeSql(table.getFlinkDDL(getSinkConfigurationString(table), sinkTableName));
+
+        List<Operation> operations = customTableEnvironment.getParser().parse(table.getCDCSqlInsert(sinkTableName, table.getSchemaTableNameWithUnderline()));
+        if (operations.size() > 0) {
+            Operation operation = operations.get(0);
+            if (operation instanceof ModifyOperation) {
+                modifyOperations.add((ModifyOperation) operation);
+            }
+        }
+    }
+
+    @Override
+    public String getHandle() {
+        return KEY_WORD;
+    }
+
+    @Override
+    public SinkBuilder create(FlinkCDCConfig config) {
+        return new SQLSinkBuilder(config);
+    }
+
+    @Override
+    public DataStreamSource build(
+        CDCBuilder cdcBuilder,
+        StreamExecutionEnvironment env,
+        CustomTableEnvironment customTableEnvironment,
+        DataStreamSource<String> dataStreamSource) {
+        final List<Schema> schemaList = config.getSchemaList();
+        final String schemaFieldName = config.getSchemaFieldName();
+        if (Asserts.isNotNullCollection(schemaList)) {
+            SingleOutputStreamOperator<Map> mapOperator = deserialize(dataStreamSource);
+            for (Schema schema : schemaList) {
+                for (Table table : schema.getTables()) {
+                    SingleOutputStreamOperator<Map> filterOperator = shunt(mapOperator, table, schemaFieldName);
+                    List<String> columnNameList = new ArrayList<>();
+                    List<LogicalType> columnTypeList = new ArrayList<>();
+                    buildColumn(columnNameList, columnTypeList, table.getColumns());
+                    DataStream<Row> rowDataDataStream = buildRow(filterOperator, columnNameList, columnTypeList);
+                    addTableSink(customTableEnvironment, rowDataDataStream, table, columnNameList);
+                }
+            }
+            List<Transformation<?>> trans = customTableEnvironment.getPlanner().translate(modifyOperations);
+            for (Transformation<?> item : trans) {
+                env.addOperator(item);
+            }
+        }
+        return dataStreamSource;
+    }
+
+    protected Object convertValue(Object value, LogicalType logicalType) {
+        if (value == null) {
+            return null;
+        }
+        if (logicalType instanceof VarCharType) {
+            return value;
+        } else if (logicalType instanceof DecimalType) {
+            final DecimalType decimalType = ((DecimalType) logicalType);
+            final int precision = decimalType.getPrecision();
+            final int scala = decimalType.getScale();
+            return DecimalData.fromBigDecimal(new BigDecimal((String) value), precision, scala);
+        } else {
+            return value;
+        }
+    }
+
+    protected String getSinkConfigurationString(Table table) {
+        String configurationString = SqlUtil.replaceAllParam(config.getSinkConfigurationString(), "schemaName", getSinkSchemaName(table));
+        return SqlUtil.replaceAllParam(configurationString, "tableName", getSinkTableName(table));
+    }
+}

dlink-client/dlink-client-1.13/src/main/java/com/dlink/executor/CustomTableEnvironmentImpl.java

@@ -9,31 +9,27 @@ import org.apache.flink.configuration.PipelineOptions;
 import org.apache.flink.runtime.jobgraph.JobGraph;
 import org.apache.flink.runtime.jobgraph.jsonplan.JsonPlanGenerator;
 import org.apache.flink.runtime.rest.messages.JobPlanInfo;
+import org.apache.flink.streaming.api.TimeCharacteristic;
 import org.apache.flink.streaming.api.datastream.DataStream;
 import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
 import org.apache.flink.streaming.api.graph.JSONGenerator;
 import org.apache.flink.streaming.api.graph.StreamGraph;
 import org.apache.flink.table.api.EnvironmentSettings;
 import org.apache.flink.table.api.ExplainDetail;
-import org.apache.flink.table.api.Schema;
 import org.apache.flink.table.api.Table;
 import org.apache.flink.table.api.TableConfig;
 import org.apache.flink.table.api.TableException;
+import org.apache.flink.table.api.ValidationException;
 import org.apache.flink.table.api.internal.TableEnvironmentImpl;
 import org.apache.flink.table.catalog.CatalogManager;
-import org.apache.flink.table.catalog.ExternalSchemaTranslator;
 import org.apache.flink.table.catalog.FunctionCatalog;
 import org.apache.flink.table.catalog.GenericInMemoryCatalog;
-import org.apache.flink.table.catalog.ObjectIdentifier;
-import org.apache.flink.table.catalog.ResolvedSchema;
-import org.apache.flink.table.catalog.SchemaResolver;
-import org.apache.flink.table.catalog.UnresolvedIdentifier;
-import org.apache.flink.table.connector.ChangelogMode;
 import org.apache.flink.table.delegation.Executor;
 import org.apache.flink.table.delegation.ExecutorFactory;
 import org.apache.flink.table.delegation.Planner;
 import org.apache.flink.table.delegation.PlannerFactory;
-import org.apache.flink.table.expressions.ApiExpressionUtils;
+import org.apache.flink.table.expressions.Expression;
+import org.apache.flink.table.expressions.ExpressionParser;
 import org.apache.flink.table.factories.ComponentFactoryService;
 import org.apache.flink.table.functions.AggregateFunction;
 import org.apache.flink.table.functions.TableAggregateFunction;
@@ -41,26 +37,23 @@ import org.apache.flink.table.functions.TableFunction;
 import org.apache.flink.table.functions.UserDefinedFunctionHelper;
 import org.apache.flink.table.module.ModuleManager;
 import org.apache.flink.table.operations.ExplainOperation;
-import org.apache.flink.table.operations.JavaExternalQueryOperation;
+import org.apache.flink.table.operations.JavaDataStreamQueryOperation;
 import org.apache.flink.table.operations.ModifyOperation;
 import org.apache.flink.table.operations.Operation;
 import org.apache.flink.table.operations.QueryOperation;
 import org.apache.flink.table.operations.command.ResetOperation;
 import org.apache.flink.table.operations.command.SetOperation;
-import org.apache.flink.table.operations.utils.OperationTreeBuilder;
 import org.apache.flink.table.planner.delegation.ExecutorBase;
 import org.apache.flink.table.planner.utils.ExecutorUtils;
-import org.apache.flink.types.Row;
-import org.apache.flink.util.Preconditions;
+import org.apache.flink.table.typeutils.FieldInfoUtils;
 
 import java.lang.reflect.Method;
 import java.util.ArrayList;
+import java.util.Arrays;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
-import java.util.stream.Collectors;
-
-import javax.annotation.Nullable;
+import java.util.Optional;
 
 import com.dlink.assertion.Asserts;
 import com.dlink.result.SqlExplainResult;
@@ -349,71 +342,42 @@ public class CustomTableEnvironmentImpl extends TableEnvironmentImpl implements
         }
     }
 
-    @Override
-    public Table fromChangelogStream(DataStream<Row> dataStream) {
-        return fromStreamInternal(dataStream, null, null, ChangelogMode.all());
+    public <T> Table fromDataStream(DataStream<T> dataStream, String fields) {
+        List<Expression> expressions = ExpressionParser.parseExpressionList(fields);
+        return this.fromDataStream(dataStream, (Expression[]) expressions.toArray(new Expression[0]));
     }
 
-    @Override
-    public <T> void registerDataStream(String name, DataStream<T> dataStream) {
-        createTemporaryView(name, dataStream);
+    public <T> Table fromDataStream(DataStream<T> dataStream, Expression... fields) {
+        JavaDataStreamQueryOperation<T> queryOperation = this.asQueryOperation(dataStream, Optional.of(Arrays.asList(fields)));
+        return this.createTable(queryOperation);
     }
 
     @Override
-    public <T> void createTemporaryView(String path, DataStream<T> dataStream) {
-        createTemporaryView(
-            path, fromStreamInternal(dataStream, null, path, ChangelogMode.insertOnly()));
+    public <T> void createTemporaryView(String path, DataStream<T> dataStream, String fields) {
+        this.createTemporaryView(path, this.fromDataStream(dataStream, fields));
     }
 
-    private <T> Table fromStreamInternal(
-        DataStream<T> dataStream,
-        @Nullable Schema schema,
-        @Nullable String viewPath,
-        ChangelogMode changelogMode) {
-        Preconditions.checkNotNull(dataStream, "Data stream must not be null.");
-        Preconditions.checkNotNull(changelogMode, "Changelog mode must not be null.");
-        final CatalogManager catalogManager = getCatalogManager();
-        final SchemaResolver schemaResolver = catalogManager.getSchemaResolver();
-        final OperationTreeBuilder operationTreeBuilder = getOperationTreeBuilder();
-
-        final UnresolvedIdentifier unresolvedIdentifier;
-        if (viewPath != null) {
-            unresolvedIdentifier = getParser().parseIdentifier(viewPath);
-        } else {
-            unresolvedIdentifier =
-                UnresolvedIdentifier.of("Unregistered_DataStream_Source_" + dataStream.getId());
-        }
-        final ObjectIdentifier objectIdentifier =
-            catalogManager.qualifyIdentifier(unresolvedIdentifier);
-
-        final ExternalSchemaTranslator.InputResult schemaTranslationResult =
-            ExternalSchemaTranslator.fromExternal(
-                catalogManager.getDataTypeFactory(), dataStream.getType(), schema);
-
-        final ResolvedSchema resolvedSchema =
-            schemaTranslationResult.getSchema().resolve(schemaResolver);
-
-        final QueryOperation scanOperation =
-            new JavaExternalQueryOperation<>(
-                objectIdentifier,
-                dataStream,
-                schemaTranslationResult.getPhysicalDataType(),
-                schemaTranslationResult.isTopLevelRecord(),
-                changelogMode,
-                resolvedSchema);
-
-        final List<String> projections = schemaTranslationResult.getProjections();
-        if (projections == null) {
-            return createTable(scanOperation);
-        }
+    @Override
+    public <T> void createTemporaryView(String path, DataStream<T> dataStream, Expression... fields) {
+        this.createTemporaryView(path, this.fromDataStream(dataStream, fields));
+    }
 
-        final QueryOperation projectOperation =
-            operationTreeBuilder.project(
-                projections.stream()
-                    .map(ApiExpressionUtils::unresolvedRef)
-                    .collect(Collectors.toList()),
-                scanOperation);
+    private <T> JavaDataStreamQueryOperation<T> asQueryOperation(DataStream<T> dataStream, Optional<List<Expression>> fields) {
+        TypeInformation<T> streamType = dataStream.getType();
+        FieldInfoUtils.TypeInfoSchema typeInfoSchema = (FieldInfoUtils.TypeInfoSchema) fields.map((f) -> {
+            FieldInfoUtils.TypeInfoSchema fieldsInfo = FieldInfoUtils.getFieldsInfo(streamType, (Expression[]) f.toArray(new Expression[0]));
+            this.validateTimeCharacteristic(fieldsInfo.isRowtimeDefined());
+            return fieldsInfo;
+        }).orElseGet(() -> {
+            return FieldInfoUtils.getFieldsInfo(streamType);
+        });
+        return new JavaDataStreamQueryOperation(dataStream, typeInfoSchema.getIndices(), typeInfoSchema.toResolvedSchema());
+    }
 
-        return createTable(projectOperation);
+    private void validateTimeCharacteristic(boolean isRowtimeDefined) {
+        if (isRowtimeDefined && this.executionEnvironment.getStreamTimeCharacteristic() != TimeCharacteristic.EventTime) {
+            throw new ValidationException(
+                String.format("A rowtime attribute requires an EventTime time characteristic in stream environment. But is: %s", this.executionEnvironment.getStreamTimeCharacteristic()));
+        }
     }
 }

dlink-client/dlink-client-1.14/src/main/java/com/dlink/cdc/AbstractSinkBuilder.java

@@ -12,6 +12,7 @@ import org.apache.flink.table.data.DecimalData;
 import org.apache.flink.table.data.GenericRowData;
 import org.apache.flink.table.data.RowData;
 import org.apache.flink.table.data.StringData;
+import org.apache.flink.table.operations.ModifyOperation;
 import org.apache.flink.table.types.logical.BigIntType;
 import org.apache.flink.table.types.logical.BooleanType;
 import org.apache.flink.table.types.logical.DecimalType;
@@ -49,6 +50,7 @@ import com.dlink.model.Table;
 public abstract class AbstractSinkBuilder {
 
     protected FlinkCDCConfig config;
+    protected List<ModifyOperation> modifyOperations = new ArrayList();
 
     public AbstractSinkBuilder() {
     }
@@ -162,17 +164,23 @@ public abstract class AbstractSinkBuilder {
         StreamExecutionEnvironment env,
         CustomTableEnvironment customTableEnvironment,
         DataStreamSource<String> dataStreamSource) {
+
         final List<Schema> schemaList = config.getSchemaList();
         final String schemaFieldName = config.getSchemaFieldName();
+
         if (Asserts.isNotNullCollection(schemaList)) {
             SingleOutputStreamOperator<Map> mapOperator = deserialize(dataStreamSource);
             for (Schema schema : schemaList) {
                 for (Table table : schema.getTables()) {
                     SingleOutputStreamOperator<Map> filterOperator = shunt(mapOperator, table, schemaFieldName);
+
                     List<String> columnNameList = new ArrayList<>();
                     List<LogicalType> columnTypeList = new ArrayList<>();
+
                     buildColumn(columnNameList, columnTypeList, table.getColumns());
+
                     DataStream<RowData> rowDataDataStream = buildRowData(filterOperator, columnNameList, columnTypeList);
+
                     addSink(env, rowDataDataStream, table, columnNameList, columnTypeList);
                 }
             }
@@ -220,6 +228,9 @@ public abstract class AbstractSinkBuilder {
     }
 
     protected Object convertValue(Object value, LogicalType logicalType) {
+        if (value == null) {
+            return null;
+        }
         if (logicalType instanceof VarCharType) {
             return StringData.fromString((String) value);
         } else if (logicalType instanceof DecimalType) {

dlink-client/dlink-client-1.14/src/main/java/com/dlink/cdc/CDCBuilder.java

@@ -29,7 +29,5 @@ public interface CDCBuilder {
 
     Map<String, Map<String, String>> parseMetaDataConfigs();
 
-    String getInsertSQL(Table table, String sourceName);
-
     String getSchemaFieldName();
 }

dlink-client/dlink-client-1.14/src/main/java/com/dlink/cdc/SinkBuilderFactory.java

@@ -2,8 +2,8 @@ package com.dlink.cdc;
 
 import com.dlink.assertion.Asserts;
 import com.dlink.cdc.doris.DorisSinkBuilder;
-import com.dlink.cdc.jdbc.JdbcSinkBuilder;
 import com.dlink.cdc.kafka.KafkaSinkBuilder;
+import com.dlink.cdc.sql.SQLSinkBuilder;
 import com.dlink.exception.FlinkClientException;
 import com.dlink.model.FlinkCDCConfig;
 
@@ -17,8 +17,8 @@ public class SinkBuilderFactory {
 
     private static SinkBuilder[] sinkBuilders = {
         new KafkaSinkBuilder(),
-        new JdbcSinkBuilder(),
-        new DorisSinkBuilder()
+        new DorisSinkBuilder(),
+        new SQLSinkBuilder()
     };
 
     public static SinkBuilder buildSinkBuilder(FlinkCDCConfig config) {
@@ -30,6 +30,6 @@ public class SinkBuilderFactory {
                 return sinkBuilders[i].create(config);
             }
         }
-        throw new FlinkClientException("未匹配到对应 Sink 类型的【" + config.getSink().get("connector") + "】。");
+        return new SQLSinkBuilder().create(config);
     }
 }

dlink-client/dlink-client-1.14/src/main/java/com/dlink/cdc/doris/DorisSinkBuilder.java

@@ -26,7 +26,7 @@ import com.dlink.model.Table;
  **/
 public class DorisSinkBuilder extends AbstractSinkBuilder implements SinkBuilder, Serializable {
 
-    private final static String KEY_WORD = "doris";
+    private final static String KEY_WORD = "datastream-doris";
     private static final long serialVersionUID = 8330362249137471854L;
 
     public DorisSinkBuilder() {

dlink-client/dlink-client-1.14/src/main/java/com/dlink/cdc/jdbc/JdbcSinkBuilder.java

-package com.dlink.cdc.jdbc;
-
-import org.apache.flink.streaming.api.datastream.DataStream;
-import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
-import org.apache.flink.table.data.RowData;
-import org.apache.flink.table.types.logical.LogicalType;
-
-import java.util.List;
-
-import com.dlink.cdc.AbstractSinkBuilder;
-import com.dlink.cdc.SinkBuilder;
-import com.dlink.model.FlinkCDCConfig;
-import com.dlink.model.Table;
-
-/**
- * MysqlCDCBuilder
- *
- * @author wenmo
- * @since 2022/4/12 21:29
- **/
-public class JdbcSinkBuilder extends AbstractSinkBuilder implements SinkBuilder {
-
-    private final static String KEY_WORD = "jdbc";
-    private final static String TABLE_NAME = "cdc_table";
-
-    public JdbcSinkBuilder() {
-    }
-
-    public JdbcSinkBuilder(FlinkCDCConfig config) {
-        super(config);
-    }
-
-    @Override
-    public void addSink(
-        StreamExecutionEnvironment env,
-        DataStream<RowData> rowDataDataStream,
-        Table table,
-        List<String> columnNameList,
-        List<LogicalType> columnTypeList) {
-
-    }
-
-    @Override
-    public String getHandle() {
-        return KEY_WORD;
-    }
-
-    @Override
-    public SinkBuilder create(FlinkCDCConfig config) {
-        return new JdbcSinkBuilder(config);
-    }
-
-}

dlink-client/dlink-client-1.14/src/main/java/com/dlink/cdc/kafka/KafkaSinkBuilder.java

@@ -34,7 +34,7 @@ import com.dlink.model.Table;
  **/
 public class KafkaSinkBuilder extends AbstractSinkBuilder implements SinkBuilder {
 
-    private final static String KEY_WORD = "kafka";
+    private final static String KEY_WORD = "datastream-kafka";
 
     public KafkaSinkBuilder() {
     }

dlink-client/dlink-client-1.14/src/main/java/com/dlink/cdc/mysql/MysqlCDCBuilder.java

@@ -17,7 +17,6 @@ import com.dlink.cdc.CDCBuilder;
 import com.dlink.constant.ClientConstant;
 import com.dlink.constant.FlinkParamConstant;
 import com.dlink.model.FlinkCDCConfig;
-import com.dlink.model.Table;
 import com.ververica.cdc.connectors.mysql.source.MySqlSource;
 import com.ververica.cdc.connectors.mysql.source.MySqlSourceBuilder;
 import com.ververica.cdc.connectors.mysql.table.StartupOptions;
@@ -127,29 +126,6 @@ public class MysqlCDCBuilder extends AbstractCDCBuilder implements CDCBuilder {
         return allConfigMap;
     }
 
-    @Override
-    public String getInsertSQL(Table table, String sourceName) {
-        StringBuilder sb = new StringBuilder("INSERT INTO ");
-        sb.append(table.getName());
-        sb.append(" SELECT\n");
-        for (int i = 0; i < table.getColumns().size(); i++) {
-            sb.append("    ");
-            if (i > 0) {
-                sb.append(",");
-            }
-            sb.append("`" + table.getColumns().get(i).getName() + "` \n");
-        }
-        sb.append(" FROM ");
-        sb.append(sourceName);
-        sb.append(" WHERE database_name = '");
-        sb.append(table.getSchema());
-        sb.append("' and table_name = '");
-        sb.append(table.getName());
-        sb.append("'");
-        return sb.toString();
-    }
-
-
     @Override
     public String getSchemaFieldName() {
         return "db";

dlink-client/dlink-client-1.14/src/main/java/com/dlink/cdc/oracle/OracleCDCBuilder.java

@@ -13,7 +13,6 @@ import com.dlink.cdc.AbstractCDCBuilder;
 import com.dlink.cdc.CDCBuilder;
 import com.dlink.constant.ClientConstant;
 import com.dlink.model.FlinkCDCConfig;
-import com.dlink.model.Table;
 import com.ververica.cdc.connectors.oracle.OracleSource;
 import com.ververica.cdc.connectors.oracle.table.StartupOptions;
 import com.ververica.cdc.debezium.JsonDebeziumDeserializationSchema;
@@ -108,26 +107,4 @@ public class OracleCDCBuilder extends AbstractCDCBuilder implements CDCBuilder {
         }
         return allConfigList;
     }
-
-    @Override
-    public String getInsertSQL(Table table, String sourceName) {
-        StringBuilder sb = new StringBuilder("INSERT INTO ");
-        sb.append(table.getName());
-        sb.append(" SELECT\n");
-        for (int i = 0; i < table.getColumns().size(); i++) {
-            sb.append("    ");
-            if (i > 0) {
-                sb.append(",");
-            }
-            sb.append("`" + table.getColumns().get(i).getName() + "` \n");
-        }
-        sb.append(" FROM ");
-        sb.append(sourceName);
-        sb.append(" WHERE schema_name = '");
-        sb.append(table.getSchema());
-        sb.append("' and table_name = '");
-        sb.append(table.getName());
-        sb.append("'");
-        return sb.toString();
-    }
 }

dlink-client/dlink-client-1.14/src/main/java/com/dlink/cdc/sql/SQLSinkBuilder.java

+package com.dlink.cdc.sql;
+
+import org.apache.commons.lang3.StringUtils;
+import org.apache.flink.api.common.functions.FlatMapFunction;
+import org.apache.flink.api.common.typeinfo.TypeInformation;
+import org.apache.flink.api.dag.Transformation;
+import org.apache.flink.api.java.typeutils.RowTypeInfo;
+import org.apache.flink.streaming.api.datastream.DataStream;
+import org.apache.flink.streaming.api.datastream.DataStreamSource;
+import org.apache.flink.streaming.api.datastream.SingleOutputStreamOperator;
+import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
+import org.apache.flink.table.data.DecimalData;
+import org.apache.flink.table.data.RowData;
+import org.apache.flink.table.operations.ModifyOperation;
+import org.apache.flink.table.operations.Operation;
+import org.apache.flink.table.types.logical.DecimalType;
+import org.apache.flink.table.types.logical.LogicalType;
+import org.apache.flink.table.types.logical.VarCharType;
+import org.apache.flink.table.types.utils.TypeConversions;
+import org.apache.flink.types.Row;
+import org.apache.flink.types.RowKind;
+import org.apache.flink.util.Collector;
+
+import java.io.Serializable;
+import java.math.BigDecimal;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+
+import com.dlink.assertion.Asserts;
+import com.dlink.cdc.AbstractSinkBuilder;
+import com.dlink.cdc.CDCBuilder;
+import com.dlink.cdc.SinkBuilder;
+import com.dlink.executor.CustomTableEnvironment;
+import com.dlink.model.FlinkCDCConfig;
+import com.dlink.model.Schema;
+import com.dlink.model.Table;
+import com.dlink.utils.SqlUtil;
+
+/**
+ * SQLSinkBuilder
+ *
+ * @author wenmo
+ * @since 2022/4/25 23:02
+ */
+public class SQLSinkBuilder extends AbstractSinkBuilder implements SinkBuilder, Serializable {
+
+    private final static String KEY_WORD = "sql";
+    private static final long serialVersionUID = -3699685106324048226L;
+
+    public SQLSinkBuilder() {
+    }
+
+    public SQLSinkBuilder(FlinkCDCConfig config) {
+        super(config);
+    }
+
+    @Override
+    public void addSink(StreamExecutionEnvironment env, DataStream<RowData> rowDataDataStream, Table table, List<String> columnNameList, List<LogicalType> columnTypeList) {
+
+    }
+
+    protected DataStream<Row> buildRow(
+        SingleOutputStreamOperator<Map> filterOperator,
+        List<String> columnNameList,
+        List<LogicalType> columnTypeList) {
+        final String[] columnNames = columnNameList.toArray(new String[columnNameList.size()]);
+        final LogicalType[] columnTypes = columnTypeList.toArray(new LogicalType[columnTypeList.size()]);
+
+        TypeInformation<?>[] typeInformations = TypeConversions.fromDataTypeToLegacyInfo(TypeConversions.fromLogicalToDataType(columnTypes));
+        RowTypeInfo rowTypeInfo = new RowTypeInfo(typeInformations, columnNames);
+
+        return filterOperator
+            .flatMap(new FlatMapFunction<Map, Row>() {
+                @Override
+                public void flatMap(Map value, Collector<Row> out) throws Exception {
+                    switch (value.get("op").toString()) {
+                        case "c":
+                            Row irow = Row.withNames(RowKind.INSERT);
+                            Map idata = (Map) value.get("after");
+                            for (int i = 0; i < columnNameList.size(); i++) {
+                                irow.setField(columnNameList.get(i), convertValue(idata.get(columnNameList.get(i)), columnTypeList.get(i)));
+                            }
+                            out.collect(irow);
+                            break;
+                        case "d":
+                            Row drow = Row.withNames(RowKind.DELETE);
+                            Map ddata = (Map) value.get("before");
+                            for (int i = 0; i < columnNameList.size(); i++) {
+                                drow.setField(columnNameList.get(i), convertValue(ddata.get(columnNameList.get(i)), columnTypeList.get(i)));
+                            }
+                            out.collect(drow);
+                            break;
+                        case "u":
+                            Row ubrow = Row.withNames(RowKind.UPDATE_BEFORE);
+                            Map ubdata = (Map) value.get("before");
+                            for (int i = 0; i < columnNameList.size(); i++) {
+                                ubrow.setField(columnNameList.get(i), convertValue(ubdata.get(columnNameList.get(i)), columnTypeList.get(i)));
+                            }
+                            out.collect(ubrow);
+                            Row uarow = Row.withNames(RowKind.UPDATE_AFTER);
+                            Map uadata = (Map) value.get("after");
+                            for (int i = 0; i < columnNameList.size(); i++) {
+                                uarow.setField(columnNameList.get(i), convertValue(uadata.get(columnNameList.get(i)), columnTypeList.get(i)));
+                            }
+                            out.collect(uarow);
+                            break;
+                    }
+                }
+            }, rowTypeInfo);
+    }
+
+    public void addTableSink(
+        CustomTableEnvironment customTableEnvironment,
+        DataStream<Row> rowDataDataStream,
+        Table table,
+        List<String> columnNameList) {
+
+        String sinkTableName = getSinkTableName(table);
+
+        customTableEnvironment.createTemporaryView(table.getSchemaTableNameWithUnderline(), rowDataDataStream, StringUtils.join(columnNameList, ","));
+        customTableEnvironment.executeSql(table.getFlinkDDL(getSinkConfigurationString(table), sinkTableName));
+
+        List<Operation> operations = customTableEnvironment.getParser().parse(table.getCDCSqlInsert(sinkTableName, table.getSchemaTableNameWithUnderline()));
+        if (operations.size() > 0) {
+            Operation operation = operations.get(0);
+            if (operation instanceof ModifyOperation) {
+                modifyOperations.add((ModifyOperation) operation);
+            }
+        }
+    }
+
+    @Override
+    public String getHandle() {
+        return KEY_WORD;
+    }
+
+    @Override
+    public SinkBuilder create(FlinkCDCConfig config) {
+        return new SQLSinkBuilder(config);
+    }
+
+    @Override
+    public DataStreamSource build(
+        CDCBuilder cdcBuilder,
+        StreamExecutionEnvironment env,
+        CustomTableEnvironment customTableEnvironment,
+        DataStreamSource<String> dataStreamSource) {
+        final List<Schema> schemaList = config.getSchemaList();
+        final String schemaFieldName = config.getSchemaFieldName();
+        if (Asserts.isNotNullCollection(schemaList)) {
+            SingleOutputStreamOperator<Map> mapOperator = deserialize(dataStreamSource);
+            for (Schema schema : schemaList) {
+                for (Table table : schema.getTables()) {
+                    SingleOutputStreamOperator<Map> filterOperator = shunt(mapOperator, table, schemaFieldName);
+                    List<String> columnNameList = new ArrayList<>();
+                    List<LogicalType> columnTypeList = new ArrayList<>();
+                    buildColumn(columnNameList, columnTypeList, table.getColumns());
+                    DataStream<Row> rowDataDataStream = buildRow(filterOperator, columnNameList, columnTypeList);
+                    addTableSink(customTableEnvironment, rowDataDataStream, table, columnNameList);
+                }
+            }
+            List<Transformation<?>> trans = customTableEnvironment.getPlanner().translate(modifyOperations);
+            for (Transformation<?> item : trans) {
+                env.addOperator(item);
+            }
+        }
+        return dataStreamSource;
+    }
+
+    protected Object convertValue(Object value, LogicalType logicalType) {
+        if (value == null) {
+            return null;
+        }
+        if (logicalType instanceof VarCharType) {
+            return value;
+        } else if (logicalType instanceof DecimalType) {
+            final DecimalType decimalType = ((DecimalType) logicalType);
+            final int precision = decimalType.getPrecision();
+            final int scala = decimalType.getScale();
+            return DecimalData.fromBigDecimal(new BigDecimal((String) value), precision, scala);
+        } else {
+            return value;
+        }
+    }
+
+    protected String getSinkConfigurationString(Table table) {
+        String configurationString = SqlUtil.replaceAllParam(config.getSinkConfigurationString(), "schemaName", getSinkSchemaName(table));
+        return SqlUtil.replaceAllParam(configurationString, "tableName", getSinkTableName(table));
+    }
+}

dlink-client/dlink-client-1.14/src/main/java/com/dlink/executor/CustomTableEnvironmentImpl.java

@@ -14,6 +14,7 @@ import org.apache.flink.configuration.PipelineOptions;
 import org.apache.flink.runtime.jobgraph.JobGraph;
 import org.apache.flink.runtime.jobgraph.jsonplan.JsonPlanGenerator;
 import org.apache.flink.runtime.rest.messages.JobPlanInfo;
+import org.apache.flink.streaming.api.TimeCharacteristic;
 import org.apache.flink.streaming.api.datastream.DataStream;
 import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
 import org.apache.flink.streaming.api.graph.JSONGenerator;
@@ -39,6 +40,8 @@ import org.apache.flink.table.delegation.Executor;
 import org.apache.flink.table.delegation.ExecutorFactory;
 import org.apache.flink.table.delegation.Planner;
 import org.apache.flink.table.expressions.ApiExpressionUtils;
+import org.apache.flink.table.expressions.Expression;
+import org.apache.flink.table.expressions.ExpressionParser;
 import org.apache.flink.table.factories.FactoryUtil;
 import org.apache.flink.table.factories.PlannerFactoryUtil;
 import org.apache.flink.table.functions.AggregateFunction;
@@ -47,6 +50,7 @@ import org.apache.flink.table.functions.TableFunction;
 import org.apache.flink.table.functions.UserDefinedFunctionHelper;
 import org.apache.flink.table.module.ModuleManager;
 import org.apache.flink.table.operations.ExplainOperation;
+import org.apache.flink.table.operations.JavaDataStreamQueryOperation;
 import org.apache.flink.table.operations.JavaExternalQueryOperation;
 import org.apache.flink.table.operations.ModifyOperation;
 import org.apache.flink.table.operations.Operation;
@@ -55,15 +59,18 @@ import org.apache.flink.table.operations.command.ResetOperation;
 import org.apache.flink.table.operations.command.SetOperation;
 import org.apache.flink.table.operations.utils.OperationTreeBuilder;
 import org.apache.flink.table.planner.delegation.DefaultExecutor;
+import org.apache.flink.table.typeutils.FieldInfoUtils;
 import org.apache.flink.types.Row;
 import org.apache.flink.util.Preconditions;
 
 import javax.annotation.Nullable;
 import java.lang.reflect.Method;
 import java.util.ArrayList;
+import java.util.Arrays;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
+import java.util.Optional;
 import java.util.stream.Collectors;
 
 /**
@@ -343,79 +350,59 @@ public class CustomTableEnvironmentImpl extends TableEnvironmentImpl implements
         }
     }
 
-    @Override
-    public Table fromChangelogStream(DataStream<Row> dataStream) {
-        return fromStreamInternal(dataStream, null, null, ChangelogMode.all());
+    public <T> Table fromDataStream(DataStream<T> dataStream, Expression... fields) {
+        JavaDataStreamQueryOperation<T> queryOperation =
+            asQueryOperation(dataStream, Optional.of(Arrays.asList(fields)));
+
+        return createTable(queryOperation);
+    }
+
+    public <T> Table fromDataStream(DataStream<T> dataStream, String fields) {
+        List<Expression> expressions = ExpressionParser.parseExpressionList(fields);
+        return fromDataStream(dataStream, expressions.toArray(new Expression[0]));
     }
 
     @Override
-    public <T> void registerDataStream(String name, DataStream<T> dataStream) {
-        createTemporaryView(name, dataStream);
+    public <T> void createTemporaryView(String path, DataStream<T> dataStream, String fields) {
+        createTemporaryView(path, fromDataStream(dataStream, fields));
     }
 
     @Override
-    public <T> void createTemporaryView(String path, DataStream<T> dataStream) {
-        createTemporaryView(
-            path, fromStreamInternal(dataStream, null, path, ChangelogMode.insertOnly()));
+    public <T> void createTemporaryView(
+        String path, DataStream<T> dataStream, Expression... fields) {
+        createTemporaryView(path, fromDataStream(dataStream, fields));
     }
 
-    private <T> Table fromStreamInternal(
-        DataStream<T> dataStream,
-        @Nullable Schema schema,
-        @Nullable String viewPath,
-        ChangelogMode changelogMode) {
-        Preconditions.checkNotNull(dataStream, "Data stream must not be null.");
-        Preconditions.checkNotNull(changelogMode, "Changelog mode must not be null.");
+    private <T> JavaDataStreamQueryOperation<T> asQueryOperation(
+        DataStream<T> dataStream, Optional<List<Expression>> fields) {
+        TypeInformation<T> streamType = dataStream.getType();
+
+        // get field names and types for all non-replaced fields
+        FieldInfoUtils.TypeInfoSchema typeInfoSchema =
+            fields.map(
+                    f -> {
+                        FieldInfoUtils.TypeInfoSchema fieldsInfo =
+                            FieldInfoUtils.getFieldsInfo(
+                                streamType, f.toArray(new Expression[0]));
+
+                        // check if event-time is enabled
+                        validateTimeCharacteristic(fieldsInfo.isRowtimeDefined());
+                        return fieldsInfo;
+                    })
+                .orElseGet(() -> FieldInfoUtils.getFieldsInfo(streamType));
+
+        return new JavaDataStreamQueryOperation<>(
+            dataStream, typeInfoSchema.getIndices(), typeInfoSchema.toResolvedSchema());
+    }
 
-        if (dataStream.getExecutionEnvironment() != executionEnvironment) {
+    private void validateTimeCharacteristic(boolean isRowtimeDefined) {
+        if (isRowtimeDefined
+            && executionEnvironment.getStreamTimeCharacteristic()
+            != TimeCharacteristic.EventTime) {
             throw new ValidationException(
-                "The DataStream's StreamExecutionEnvironment must be identical to the one that "
-                    + "has been passed to the StreamTableEnvironment during instantiation.");
+                String.format(
+                    "A rowtime attribute requires an EventTime time characteristic in stream environment. But is: %s",
+                    executionEnvironment.getStreamTimeCharacteristic()));
         }
-
-        final CatalogManager catalogManager = getCatalogManager();
-        final SchemaResolver schemaResolver = catalogManager.getSchemaResolver();
-        final OperationTreeBuilder operationTreeBuilder = getOperationTreeBuilder();
-
-        final UnresolvedIdentifier unresolvedIdentifier;
-        if (viewPath != null) {
-            unresolvedIdentifier = getParser().parseIdentifier(viewPath);
-        } else {
-            unresolvedIdentifier =
-                UnresolvedIdentifier.of("Unregistered_DataStream_Source_" + dataStream.getId());
-        }
-        final ObjectIdentifier objectIdentifier =
-            catalogManager.qualifyIdentifier(unresolvedIdentifier);
-
-        final SchemaTranslator.ConsumingResult schemaTranslationResult =
-            SchemaTranslator.createConsumingResult(
-                catalogManager.getDataTypeFactory(), dataStream.getType(), schema);
-
-        final ResolvedSchema resolvedSchema =
-            schemaTranslationResult.getSchema().resolve(schemaResolver);
-
-        final QueryOperation scanOperation =
-            new JavaExternalQueryOperation<>(
-                objectIdentifier,
-                dataStream,
-                schemaTranslationResult.getPhysicalDataType(),
-                schemaTranslationResult.isTopLevelRecord(),
-                changelogMode,
-                resolvedSchema);
-
-        final List<String> projections = schemaTranslationResult.getProjections();
-        if (projections == null) {
-            return createTable(scanOperation);
-        }
-
-        final QueryOperation projectOperation =
-            operationTreeBuilder.project(
-                projections.stream()
-                    .map(ApiExpressionUtils::unresolvedRef)
-                    .collect(Collectors.toList()),
-                scanOperation);
-
-        return createTable(projectOperation);
     }
-
 }

dlink-client/dlink-client-base/src/main/java/com/dlink/executor/CustomTableEnvironment.java

@@ -6,6 +6,7 @@ import org.apache.flink.streaming.api.datastream.DataStream;
 import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
 import org.apache.flink.streaming.api.graph.StreamGraph;
 import org.apache.flink.table.api.ExplainDetail;
+import org.apache.flink.table.api.Schema;
 import org.apache.flink.table.api.StatementSet;
 import org.apache.flink.table.api.Table;
 import org.apache.flink.table.api.TableConfig;
@@ -14,6 +15,7 @@ import org.apache.flink.table.catalog.Catalog;
 import org.apache.flink.table.catalog.CatalogManager;
 import org.apache.flink.table.delegation.Parser;
 import org.apache.flink.table.delegation.Planner;
+import org.apache.flink.table.expressions.Expression;
 import org.apache.flink.types.Row;
 
 import java.util.List;
@@ -63,11 +65,11 @@ public interface CustomTableEnvironment {
 
     StatementSet createStatementSet();
 
-    Table fromChangelogStream(DataStream<Row> dataStream);
+    <T> void createTemporaryView(String path, DataStream<T> dataStream, Expression... fields);
 
-    <T> void registerDataStream(String name, DataStream<T> dataStream);
+    <T> void createTemporaryView(String path, DataStream<T> dataStream, String fields);
 
-    <T> void createTemporaryView(String path, DataStream<T> dataStream);
+//    <T> void createTemporaryView(String path, DataStream<T> dataStream, Schema schema);
 
     Parser getParser();
 

dlink-client/dlink-client-base/src/main/java/com/dlink/model/FlinkCDCConfig.java

@@ -131,6 +131,39 @@ public class FlinkCDCConfig {
         return sink;
     }
 
+    private boolean skip(String key) {
+        switch (key) {
+            case "db":
+            case "table.prefix":
+            case "table.suffix":
+            case "table.upper":
+            case "table.lower":
+                return true;
+            default:
+                return false;
+        }
+    }
+
+    public String getSinkConfigurationString() {
+        StringBuilder sb = new StringBuilder();
+        int index = 0;
+        for (Map.Entry<String, String> entry : sink.entrySet()) {
+            if (skip(entry.getKey())) {
+                continue;
+            }
+            if (index > 0) {
+                sb.append(",");
+            }
+            sb.append("'");
+            sb.append(entry.getKey());
+            sb.append("' = '");
+            sb.append(entry.getValue());
+            sb.append("'\n");
+            index++;
+        }
+        return sb.toString();
+    }
+
     public void setSink(Map<String, String> sink) {
         this.sink = sink;
     }

dlink-common/src/main/java/com/dlink/model/Table.java

@@ -79,8 +79,12 @@ public class Table implements Serializable, Comparable<Table> {
     }
 
     public String getFlinkTableSql(String flinkConfig) {
+        return getFlinkDDL(flinkConfig,name);
+    }
+
+    public String getFlinkDDL(String flinkConfig, String tableName) {
         StringBuilder sb = new StringBuilder();
-        sb.append("CREATE TABLE IF NOT EXISTS " + name + " (\n");
+        sb.append("CREATE TABLE IF NOT EXISTS " + tableName + " (\n");
         List<String> pks = new ArrayList<>();
         for (int i = 0; i < columns.size(); i++) {
             String type = columns.get(i).getJavaType().getFlinkType();
@@ -122,7 +126,7 @@ public class Table implements Serializable, Comparable<Table> {
             }
         }
         sb.append(" WITH (\n");
-        sb.append(getFlinkTableWith(flinkConfig));
+        sb.append(flinkConfig);
         sb.append(")\n");
         return sb.toString();
     }
@@ -204,9 +208,9 @@ public class Table implements Serializable, Comparable<Table> {
         return sb.toString();
     }
 
-    public String getCDCSqlInsertIntoBySourceName(String sourceName, String schemaName, String tableName) {
+    public String getCDCSqlInsert(String targetName, String sourceName) {
         StringBuilder sb = new StringBuilder("INSERT INTO ");
-        sb.append(name);
+        sb.append(targetName);
         sb.append(" SELECT\n");
         for (int i = 0; i < columns.size(); i++) {
             sb.append("    ");
@@ -217,11 +221,6 @@ public class Table implements Serializable, Comparable<Table> {
         }
         sb.append(" FROM ");
         sb.append(sourceName);
-        sb.append(" WHERE database_name = '");
-        sb.append(schemaName);
-        sb.append("' and table_name = '");
-        sb.append(tableName);
-        sb.append("'");
         return sb.toString();
     }
 }