[Imporve][Fake-Connector-V2]support user-defined-schmea and random data for fake-table

docs/en/connector-v2/sink/Assert.md

@@ -37,13 +37,11 @@ A list value rule define the data value validation
 ### rule_type [string]
 
 The following rules are supported for now
-`
-NOT_NULL,   // value can't be null
-MIN,        // define the minimum value of data
-MAX,        // define the maximum value of data
-MIN_LENGTH, // define the minimum string length of a string data
-MAX_LENGTH  // define the maximum string length of a string data
-`
+- NOT_NULL `value can't be null`
+- MIN `define the minimum value of data`
+- MAX `define the maximum value of data`
+- MIN_LENGTH `define the minimum string length of a string data`
+- MAX_LENGTH `define the maximum string length of a string data`
 
 ### rule_value [double]
 

docs/en/connector-v2/source/FakeSource.md

@@ -0,0 +1,76 @@
+# FakeSource
+
+> FakeSource connector
+
+## Description
+
+The FakeSource is a virtual data source, which randomly generates the number of rows according to the data structure of the user-defined schema,
+just for testing, such as type conversion and feature testing
+
+## Options
+
+| name              | type   | required | default value |
+|-------------------|--------|----------|---------------|
+| result_table_name | string | yes      | -             |
+| schema            | config | yes      | -             |
+
+### result_table_name [string]
+
+The table name.
+
+### type [string]
+Table structure description ,you should assign schema option to tell connector how to parse data to the row you want.  
+**Tips**: Most of Unstructured-Datasource contain this param, such as LocalFile,HdfsFile.  
+**Example**:
+```hocon
+schema = {
+      fields {
+        c_map = "map<string, string>"
+        c_array = "array<tinyint>"
+        c_string = string
+        c_boolean = boolean
+        c_tinyint = tinyint
+        c_smallint = smallint
+        c_int = int
+        c_bigint = bigint
+        c_float = float
+        c_double = double
+        c_decimal = "decimal(30, 8)"
+        c_null = "null"
+        c_bytes = bytes
+        c_date = date
+        c_time = time
+        c_timestamp = timestamp
+      }
+    }
+```
+
+## Example
+Simple source for FakeSource which contains enough datatype
+```hocon
+source {
+  FakeSource {
+    schema = {
+      fields {
+        c_map = "map<string, string>"
+        c_array = "array<tinyint>"
+        c_string = string
+        c_boolean = boolean
+        c_tinyint = tinyint
+        c_smallint = smallint
+        c_int = int
+        c_bigint = bigint
+        c_float = float
+        c_double = double
+        c_decimal = "decimal(30, 8)"
+        c_null = "null"
+        c_bytes = bytes
+        c_date = date
+        c_time = time
+        c_timestamp = timestamp
+      }
+    }
+    result_table_name = "fake"
+  }
+}
+```

seatunnel-connectors-v2/connector-common/src/main/java/org/apache/seatunnel/connectors/seatunnel/common/schema/SeatunnelSchema.java

@@ -32,9 +32,10 @@
 import org.apache.seatunnel.shade.com.typesafe.config.Config;
 import org.apache.seatunnel.shade.com.typesafe.config.ConfigRenderOptions;
 
+import java.io.Serializable;
 import java.util.Map;
 
-public class SeatunnelSchema {
+public class SeatunnelSchema implements Serializable {
     public static final String SCHEMA = "schema";
     private static final String FIELD_KEY = "fields";
     private static final String SIMPLE_SCHEMA_FILED = "content";

seatunnel-connectors-v2/connector-fake/src/main/java/org/apache/seatunnel/connectors/seatunnel/fake/source/FakeRandomData.java

@@ -0,0 +1,133 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.seatunnel.connectors.seatunnel.fake.source;
+
+import static org.apache.seatunnel.api.table.type.BasicType.BOOLEAN_TYPE;
+import static org.apache.seatunnel.api.table.type.BasicType.BYTE_TYPE;
+import static org.apache.seatunnel.api.table.type.BasicType.DOUBLE_TYPE;
+import static org.apache.seatunnel.api.table.type.BasicType.FLOAT_TYPE;
+import static org.apache.seatunnel.api.table.type.BasicType.INT_TYPE;
+import static org.apache.seatunnel.api.table.type.BasicType.LONG_TYPE;
+import static org.apache.seatunnel.api.table.type.BasicType.SHORT_TYPE;
+import static org.apache.seatunnel.api.table.type.BasicType.STRING_TYPE;
+import static org.apache.seatunnel.api.table.type.BasicType.VOID_TYPE;
+
+import org.apache.seatunnel.api.table.type.ArrayType;
+import org.apache.seatunnel.api.table.type.BasicType;
+import org.apache.seatunnel.api.table.type.DecimalType;
+import org.apache.seatunnel.api.table.type.LocalTimeType;
+import org.apache.seatunnel.api.table.type.MapType;
+import org.apache.seatunnel.api.table.type.PrimitiveByteArrayType;
+import org.apache.seatunnel.api.table.type.SeaTunnelDataType;
+import org.apache.seatunnel.api.table.type.SeaTunnelRow;
+import org.apache.seatunnel.api.table.type.SeaTunnelRowType;
+import org.apache.seatunnel.connectors.seatunnel.common.schema.SeatunnelSchema;
+
+import org.apache.commons.lang3.RandomStringUtils;
+import org.apache.commons.lang3.RandomUtils;
+
+import java.lang.reflect.Array;
+import java.math.BigDecimal;
+import java.time.LocalDateTime;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+
+public class FakeRandomData {
+    public static final String SCHEMA = "schema";
+    private final SeatunnelSchema schema;
+
+    public FakeRandomData(SeatunnelSchema schema) {
+        this.schema = schema;
+    }
+
+    public SeaTunnelRow randomRow() {
+        SeaTunnelRowType seaTunnelRowType = schema.getSeaTunnelRowType();
+        String[] fieldNames = seaTunnelRowType.getFieldNames();
+        SeaTunnelDataType<?>[] fieldTypes = seaTunnelRowType.getFieldTypes();
+        List<Object> randomRow = new ArrayList<>(fieldNames.length);
+        for (SeaTunnelDataType<?> fieldType : fieldTypes) {
+            randomRow.add(randomColumnValue(fieldType));
+        }
+        return new SeaTunnelRow(randomRow.toArray());
+    }
+
+    @SuppressWarnings("magicnumber")
+    private Object randomColumnValue(SeaTunnelDataType<?> fieldType) {
+        if (BOOLEAN_TYPE.equals(fieldType)) {
+            return RandomUtils.nextInt(0, 2) == 1;
+        } else if (BYTE_TYPE.equals(fieldType)) {
+            return (byte) RandomUtils.nextInt(0, 255);
+        } else if (SHORT_TYPE.equals(fieldType)) {
+            return (short) RandomUtils.nextInt(Byte.MAX_VALUE, Short.MAX_VALUE);
+        } else if (INT_TYPE.equals(fieldType)) {
+            return RandomUtils.nextInt(Short.MAX_VALUE, Integer.MAX_VALUE);
+        } else if (LONG_TYPE.equals(fieldType)) {
+            return RandomUtils.nextLong(Integer.MAX_VALUE, Long.MAX_VALUE);
+        } else if (FLOAT_TYPE.equals(fieldType)) {
+            return RandomUtils.nextFloat(Float.MIN_VALUE, Float.MAX_VALUE);
+        } else if (DOUBLE_TYPE.equals(fieldType)) {
+            return RandomUtils.nextDouble(Float.MAX_VALUE, Double.MAX_VALUE);
+        } else if (STRING_TYPE.equals(fieldType)) {
+            return RandomStringUtils.randomAlphabetic(10);
+        } else if (LocalTimeType.LOCAL_DATE_TYPE.equals(fieldType)) {
+            return randomLocalDateTime().toLocalDate();
+        } else if (LocalTimeType.LOCAL_TIME_TYPE.equals(fieldType)) {
+            return randomLocalDateTime().toLocalTime();
+        } else if (LocalTimeType.LOCAL_DATE_TIME_TYPE.equals(fieldType)) {
+            return randomLocalDateTime();
+        } else if (fieldType instanceof DecimalType) {
+            DecimalType decimalType = (DecimalType) fieldType;
+            return new BigDecimal(RandomStringUtils.randomNumeric(decimalType.getPrecision() - decimalType.getScale()) + "." +
+                RandomStringUtils.randomNumeric(decimalType.getScale()));
+        } else if (fieldType instanceof ArrayType) {
+            ArrayType<?, ?> arrayType = (ArrayType<?, ?>) fieldType;
+            BasicType<?> elementType = arrayType.getElementType();
+            Object value = randomColumnValue(elementType);
+            Object arr = Array.newInstance(elementType.getTypeClass(), 1);
+            Array.set(arr, 0, value);
+            return arr;
+        } else if (fieldType instanceof MapType) {
+            MapType<?, ?> mapType = (MapType<?, ?>) fieldType;
+            SeaTunnelDataType<?> keyType = mapType.getKeyType();
+            Object key = randomColumnValue(keyType);
+            SeaTunnelDataType<?> valueType = mapType.getValueType();
+            Object value = randomColumnValue(valueType);
+            HashMap<Object, Object> objectObjectHashMap = new HashMap<>();
+            objectObjectHashMap.put(key, value);
+            return objectObjectHashMap;
+        } else if (fieldType instanceof PrimitiveByteArrayType) {
+            return RandomUtils.nextBytes(100);
+        } else if (VOID_TYPE.equals(fieldType) || fieldType == null) {
+            return Void.TYPE;
+        } else {
+            throw new UnsupportedOperationException("Unexpected value: " + fieldType);
+        }
+    }
+
+    @SuppressWarnings("magicnumber")
+    private LocalDateTime randomLocalDateTime() {
+        return LocalDateTime.of(
+            LocalDateTime.now().getYear(),
+            RandomUtils.nextInt(1, 12),
+            RandomUtils.nextInt(1, LocalDateTime.now().getDayOfMonth()),
+            RandomUtils.nextInt(0, 24),
+            RandomUtils.nextInt(0, 59)
+        );
+    }
+}

seatunnel-connectors-v2/connector-fake/src/main/java/org/apache/seatunnel/connectors/seatunnel/fake/source/FakeSource.java

@@ -20,11 +20,10 @@
 import org.apache.seatunnel.api.common.SeaTunnelContext;
 import org.apache.seatunnel.api.source.Boundedness;
 import org.apache.seatunnel.api.source.SeaTunnelSource;
-import org.apache.seatunnel.api.table.type.BasicType;
-import org.apache.seatunnel.api.table.type.SeaTunnelDataType;
 import org.apache.seatunnel.api.table.type.SeaTunnelRow;
 import org.apache.seatunnel.api.table.type.SeaTunnelRowType;
 import org.apache.seatunnel.common.constants.JobMode;
+import org.apache.seatunnel.connectors.seatunnel.common.schema.SeatunnelSchema;
 import org.apache.seatunnel.connectors.seatunnel.common.source.AbstractSingleSplitReader;
 import org.apache.seatunnel.connectors.seatunnel.common.source.AbstractSingleSplitSource;
 import org.apache.seatunnel.connectors.seatunnel.common.source.SingleSplitReaderContext;
@@ -38,6 +37,7 @@ public class FakeSource extends AbstractSingleSplitSource<SeaTunnelRow> {
 
     private Config pluginConfig;
     private SeaTunnelContext seaTunnelContext;
+    private SeatunnelSchema schema;
 
     @Override
     public Boundedness getBoundedness() {
@@ -46,14 +46,12 @@ public Boundedness getBoundedness() {
 
     @Override
     public SeaTunnelRowType getProducedType() {
-        return new SeaTunnelRowType(
-            new String[]{"name", "age", "timestamp"},
-            new SeaTunnelDataType<?>[]{BasicType.STRING_TYPE, BasicType.INT_TYPE, BasicType.LONG_TYPE});
+        return schema.getSeaTunnelRowType();
     }
 
     @Override
     public AbstractSingleSplitReader<SeaTunnelRow> createReader(SingleSplitReaderContext readerContext) throws Exception {
-        return new FakeSourceReader(readerContext);
+        return new FakeSourceReader(readerContext, new FakeRandomData(schema));
     }
 
     @Override
@@ -64,6 +62,8 @@ public String getPluginName() {
     @Override
     public void prepare(Config pluginConfig) {
         this.pluginConfig = pluginConfig;
+        assert pluginConfig.hasPath(FakeRandomData.SCHEMA);
+        this.schema = SeatunnelSchema.buildWithConfig(pluginConfig.getConfig(FakeRandomData.SCHEMA));
     }
 
     @Override

seatunnel-connectors-v2/connector-fake/src/main/java/org/apache/seatunnel/connectors/seatunnel/fake/source/FakeSourceReader.java

@@ -26,20 +26,17 @@
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
-import java.util.Random;
-import java.util.concurrent.ThreadLocalRandom;
-
 public class FakeSourceReader extends AbstractSingleSplitReader<SeaTunnelRow> {
 
     private static final Logger LOGGER = LoggerFactory.getLogger(FakeSourceReader.class);
 
     private final SingleSplitReaderContext context;
 
-    private final String[] names = {"Wenjun", "Fanjia", "Zongwen", "CalvinKirs"};
-    private final int[] ages = {11, 22, 33, 44};
+    private final FakeRandomData fakeRandomData;
 
-    public FakeSourceReader(SingleSplitReaderContext context) {
+    public FakeSourceReader(SingleSplitReaderContext context, FakeRandomData randomData) {
         this.context = context;
+        this.fakeRandomData = randomData;
     }
 
     @Override
@@ -56,11 +53,8 @@ public void close() {
     @SuppressWarnings("magicnumber")
     public void pollNext(Collector<SeaTunnelRow> output) throws InterruptedException {
         // Generate a random number of rows to emit.
-        Random random = ThreadLocalRandom.current();
-        int size = random.nextInt(10) + 1;
-        for (int i = 0; i < size; i++) {
-            int randomIndex = random.nextInt(names.length);
-            SeaTunnelRow seaTunnelRow = new SeaTunnelRow(new Object[]{names[randomIndex], ages[randomIndex], System.currentTimeMillis()});
+        for (int i = 0; i < 10; i++) {
+            SeaTunnelRow seaTunnelRow = fakeRandomData.randomRow();
             output.collect(seaTunnelRow);
         }
         if (Boundedness.BOUNDED.equals(context.getBoundedness())) {