[INLONG-11005][SDK] Add YAML formatted data source for Transform

inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/decode/SourceDecoderFactory.java

@@ -21,6 +21,7 @@
 import org.apache.inlong.sdk.transform.pojo.JsonSourceInfo;
 import org.apache.inlong.sdk.transform.pojo.KvSourceInfo;
 import org.apache.inlong.sdk.transform.pojo.PbSourceInfo;
+import org.apache.inlong.sdk.transform.pojo.YamlSourceInfo;
 
 public class SourceDecoderFactory {
 
@@ -39,4 +40,9 @@ public static JsonSourceDecoder createJsonDecoder(JsonSourceInfo sourceInfo) {
     public static PbSourceDecoder createPbDecoder(PbSourceInfo sourceInfo) {
         return new PbSourceDecoder(sourceInfo);
     }
+
+    public static YamlSourceDecoder createYamlDecoder(YamlSourceInfo sourceInfo) {
+        return new YamlSourceDecoder(sourceInfo);
+    }
+
 }

inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/decode/YamlNode.java

@@ -0,0 +1,35 @@
+/*
+ * 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.inlong.sdk.transform.decode;
+
+import lombok.Data;
+
+@Data
+public class YamlNode {
+
+    private String name;
+    private Object value;
+
+    public YamlNode() {
+    }
+
+    public YamlNode(String name, Object value) {
+        this.name = name;
+        this.value = value;
+    }
+}

inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/decode/YamlSourceData.java

@@ -0,0 +1,99 @@
+/*
+ * 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.inlong.sdk.transform.decode;
+
+import java.util.List;
+import java.util.Map;
+
+public class YamlSourceData implements SourceData {
+
+    public static final String ROOT_KEY = "$root";
+
+    public static final String CHILD_KEY = "$child";
+
+    private YamlNode root;
+
+    private YamlNode childRoot;
+
+    public YamlSourceData(YamlNode root, YamlNode childRoot) {
+        this.root = root;
+        this.childRoot = childRoot;
+    }
+    @Override
+    public int getRowCount() {
+        if (this.childRoot == null) {
+            return 1;
+        } else {
+            Object value = this.childRoot.getValue();
+            if (value instanceof List) {
+                return ((List<YamlNode>) value).size();
+            } else {
+                return 1;
+            }
+        }
+    }
+
+    @Override
+    public String getField(int rowNum, String fieldName) {
+        try {
+            String[] nodeString = fieldName.split("\\.");
+            Object cur = null, last = null;
+            int start = -1;
+
+            if (nodeString[0].equals(ROOT_KEY)) {
+                cur = root;
+            } else if (nodeString[0].equals(CHILD_KEY)) {
+                cur = ((List<YamlNode>) childRoot.getValue()).get(rowNum);
+            }
+
+            for (int i = 1; i < nodeString.length; i++) {
+                if (cur == null) {
+                    cur = last;
+                    continue;
+                }
+                last = cur;
+                if (cur instanceof List) {
+                    int idx = 0;
+                    start = nodeString[i].indexOf('(');
+                    if (start != -1) {
+                        idx = Integer.parseInt(nodeString[1].substring(start + 1, nodeString[1].indexOf(')')));
+                    }
+                    cur = ((List<YamlNode>) cur).get(idx).getValue();
+                } else if (cur instanceof Map) {
+                    start = nodeString[i].indexOf('(');
+                    String key = nodeString[i];
+                    if (start != -1) {
+                        key = key.substring(0, start);
+                    }
+                    cur = ((Map<String, YamlNode>) cur).get(key);
+                } else if (cur instanceof YamlNode) {
+                    cur = ((YamlNode) cur).getValue();
+                } else {
+                    i++;
+                }
+                i--;
+            }
+            if (cur == null) {
+                return "";
+            }
+            return cur.toString();
+        } catch (Exception e) {
+            return "";
+        }
+    }
+}

inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/decode/YamlSourceDecoder.java

@@ -0,0 +1,130 @@
+/*
+ * 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.inlong.sdk.transform.decode;
+
+import org.apache.inlong.sdk.transform.pojo.YamlSourceInfo;
+import org.apache.inlong.sdk.transform.process.Context;
+
+import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.lang3.StringUtils;
+import org.apache.flink.shaded.jackson2.org.yaml.snakeyaml.Yaml;
+
+import java.nio.charset.Charset;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+@Slf4j
+public class YamlSourceDecoder implements SourceDecoder<String> {
+
+    protected YamlSourceInfo sourceInfo;
+    private Charset srcCharset = Charset.defaultCharset();
+    private String rowsNodePath;
+    private List<String> childNodes;
+
+    public YamlSourceDecoder(YamlSourceInfo sourceInfo) {
+        this.sourceInfo = sourceInfo;
+        if (!StringUtils.isBlank(sourceInfo.getCharset())) {
+            this.srcCharset = Charset.forName(sourceInfo.getCharset());
+        }
+        this.rowsNodePath = sourceInfo.getRowsNodePath();
+        if (!StringUtils.isBlank(rowsNodePath)) {
+            this.childNodes = new ArrayList<>();
+            String[] nodeStrings = this.rowsNodePath.split("\\.");
+            childNodes.addAll(Arrays.asList(nodeStrings));
+        }
+    }
+    @Override
+    public SourceData decode(byte[] srcBytes, Context context) {
+        String srcString = new String(srcBytes, srcCharset);
+        return this.decode(srcString, context);
+    }
+
+    @Override
+    public SourceData decode(String srcString, Context context) {
+        try {
+            Yaml yaml = new Yaml();
+            Map<String, Object> yamlData = yaml.load(srcString);
+            if (yamlData == null || yamlData.isEmpty()) {
+                log.error("YAML data is empty or null.");
+                return null;
+            }
+            Map<String, YamlNode> rootMap = new HashMap<>();
+            List<YamlNode> childList = new ArrayList<>();
+
+            for (Map.Entry<String, Object> entry : yamlData.entrySet()) {
+                String key = entry.getKey();
+                Object value = entry.getValue();
+
+                if (value instanceof Map) {
+                    // 递归处理子Map，并将其作为根节点的一部分
+                    Map<String, YamlNode> childNodes = parser((Map<String, Object>) value);
+                    rootMap.put(key, new YamlNode(key, childNodes));
+                } else if (value instanceof List) {
+                    // 处理列表，并将其作为子节点的一部分
+                    for (Object item : (List<?>) value) {
+                        if (item instanceof Map) {
+                            Map<String, YamlNode> childNodes = parser((Map<String, Object>) item);
+                            childList.add(new YamlNode(key, childNodes));
+                        } else {
+                            childList.add(new YamlNode(key, item));
+                        }
+                    }
+                    rootMap.put(key, new YamlNode(key, value));
+                } else {
+                    // 处理简单类型，将其作为根节点的一部分
+                    rootMap.put(key, new YamlNode(key, value));
+                }
+            }
+            YamlNode root = new YamlNode(YamlSourceData.ROOT_KEY, rootMap.isEmpty() ? null : rootMap);
+            YamlNode childRoot = new YamlNode(YamlSourceData.CHILD_KEY, childList.isEmpty() ? null : childList);
+            return new YamlSourceData(root, childRoot);
+        } catch (Exception e) {
+            log.error("Data parsing failed", e);
+            return null;
+        }
+    }
+
+    private static Map<String, YamlNode> parser(Map<String, Object> yamlData) {
+        Map<String, YamlNode> yamlNodes = new HashMap<>();
+        for (Map.Entry<String, Object> entry : yamlData.entrySet()) {
+            String key = entry.getKey();
+            Object value = entry.getValue();
+
+            /*
+             * if (value instanceof Map) { yamlNodes.put(key, new YamlNode(key, parser((Map<String, Object>) value))); }
+             * else
+             */if (value instanceof List) {
+                List<YamlNode> list = new ArrayList<>();
+                for (Object item : (List<?>) value) {
+                    if (item instanceof Map) {
+                        list.add(new YamlNode(key, parser((Map<String, Object>) item)));
+                    } else {
+                        list.add(new YamlNode(key, item));
+                    }
+                }
+                yamlNodes.put(key, new YamlNode(key, list));
+            } else {
+                yamlNodes.put(key, new YamlNode(key, value));
+            }
+        }
+        return yamlNodes;
+    }
+}

inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/pojo/YamlSourceInfo.java

@@ -0,0 +1,53 @@
+/*
+ * 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.inlong.sdk.transform.pojo;
+
+import com.fasterxml.jackson.annotation.JsonCreator;
+import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
+import com.fasterxml.jackson.annotation.JsonProperty;
+
+@JsonIgnoreProperties(ignoreUnknown = true)
+public class YamlSourceInfo extends SourceInfo {
+
+    private String rowsNodePath;
+
+    @JsonCreator
+    public YamlSourceInfo(
+            @JsonProperty("charset") String charset,
+            @JsonProperty("rowsNodePath") String rowsNodePath) {
+        super(charset);
+        this.rowsNodePath = rowsNodePath;
+    }
+
+    /**
+     * get rowsNodePath
+     * @return the rowsNodePath
+     */
+    @JsonProperty("rowsNodePath")
+    public String getRowsNodePath() {
+        return rowsNodePath;
+    }
+
+    /**
+     * set rowsNodePath
+     * @param rowsNodePath the rowsNodePath to set
+     */
+    public void setRowsNodePath(String rowsNodePath) {
+        this.rowsNodePath = rowsNodePath;
+    }
+}