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The following commit(s) were added to refs/heads/master by this push:
new 9df3d56a03 [INLONG-11030][SDK] Add AVRO formatted data source for
Transform (#11082)
9df3d56a03 is described below
commit 9df3d56a0387f07375f805793e7e08ee38a681f4
Author: Xincheng Huang <60057611+ying-...@users.noreply.github.com>
AuthorDate: Sat Sep 14 10:32:43 2024 +0800
[INLONG-11030][SDK] Add AVRO formatted data source for Transform (#11082)
---
.../inlong/sdk/transform/decode/AvroNode.java | 58 +++++++
.../sdk/transform/decode/AvroSourceData.java | 170 +++++++++++++++++++++
.../sdk/transform/decode/AvroSourceDecoder.java | 139 +++++++++++++++++
.../sdk/transform/decode/SourceDecoderFactory.java | 5 +
.../inlong/sdk/transform/pojo/AvroSourceInfo.java | 56 +++++++
.../processor/AbstractProcessorTestBase.java | 13 ++
.../process/processor/TestAvro2CsvProcessor.java | 52 +++++++
7 files changed, 493 insertions(+)
diff --git
a/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/decode/AvroNode.java
b/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/decode/AvroNode.java
new file mode 100644
index 0000000000..856d164fb7
--- /dev/null
+++
b/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/decode/AvroNode.java
@@ -0,0 +1,58 @@
+/*
+ * 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;
+import org.apache.commons.lang.math.NumberUtils;
+import org.apache.commons.lang3.StringUtils;
+
+import java.util.ArrayList;
+import java.util.List;
+
+/**
+ * AvroNode
+ */
+@Data
+public class AvroNode {
+
+ private String name;
+ private boolean isArray = false;
+ private List<Integer> arrayIndices = new ArrayList<>();
+
+ public AvroNode(String nodeString) {
+ int beginIndex = nodeString.indexOf('(');
+ if (beginIndex < 0) {
+ this.name = nodeString;
+ } else {
+ this.name = StringUtils.trim(nodeString.substring(0, beginIndex));
+ int endIndex = nodeString.lastIndexOf(')');
+ if (endIndex >= 0) {
+ this.isArray = true;
+ String indicesString = nodeString.substring(beginIndex + 1,
endIndex);
+ String[] indices = indicesString.split(",");
+ for (String index : indices) {
+ int arrayIndex =
NumberUtils.toInt(StringUtils.trim(index), -1);
+ if (arrayIndex < 0) {
+ arrayIndex = 0;
+ }
+ this.arrayIndices.add(arrayIndex);
+ }
+ }
+ }
+ }
+}
\ No newline at end of file
diff --git
a/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/decode/AvroSourceData.java
b/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/decode/AvroSourceData.java
new file mode 100644
index 0000000000..c060c89af4
--- /dev/null
+++
b/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/decode/AvroSourceData.java
@@ -0,0 +1,170 @@
+/*
+ * 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.avro.Schema;
+import org.apache.avro.Schema.Type;
+import org.apache.avro.generic.GenericRecord;
+import org.apache.commons.lang3.StringUtils;
+
+import java.nio.ByteBuffer;
+import java.nio.charset.Charset;
+import java.util.ArrayList;
+import java.util.List;
+
+public class AvroSourceData implements SourceData {
+
+ public static final String ROOT_KEY = "$root";
+
+ public static final String CHILD_KEY = "$child";
+
+ private GenericRecord root;
+
+ private List<GenericRecord> childRoot;
+
+ private Charset srcCharset;
+
+ public AvroSourceData(GenericRecord root, List<GenericRecord> childRoot,
Charset srcCharset) {
+ this.root = root;
+ this.childRoot = childRoot;
+ this.srcCharset = srcCharset;
+ }
+
+ @Override
+ public int getRowCount() {
+ if (this.childRoot == null) {
+ return 1;
+ } else {
+ return this.childRoot.size();
+ }
+ }
+
+ @Override
+ public String getField(int rowNum, String fieldName) {
+ try {
+ List<AvroNode> childNodes = new ArrayList<>();
+ String[] nodeStrings = fieldName.split("\\.");
+ for (String nodeString : nodeStrings) {
+ childNodes.add(new AvroNode(nodeString));
+ }
+ // parse
+ if (childNodes.size() == 0) {
+ return "";
+ }
+ // first node
+ AvroNode firstNode = childNodes.get(0);
+ Object current = root;
+ Schema curSchema = root.getSchema();
+ if (StringUtils.equals(ROOT_KEY, firstNode.getName())) {
+ current = root;
+ curSchema = root.getSchema();
+ } else if (StringUtils.equals(CHILD_KEY, firstNode.getName())) {
+ if (rowNum < childRoot.size()) {
+ current = childRoot.get(rowNum);
+ curSchema = childRoot.get(rowNum).getSchema();
+ } else {
+ return "";
+ }
+ } else {
+ // error data
+ return "";
+ }
+ if (current == null) {
+ // error data
+ return "";
+ }
+ // parse other node
+ for (int i = 1; i < childNodes.size(); i++) {
+ AvroNode node = childNodes.get(i);
+ if (curSchema.getType() != Type.RECORD) {
+ // error data
+ return "";
+ }
+ Object newElement = ((GenericRecord)
current).get(node.getName());
+ if (newElement == null) {
+ // error data
+ return "";
+ }
+ // node is not array
+ if (!node.isArray()) {
+ curSchema = curSchema.getField(node.getName()).schema();
+ current = newElement;
+ continue;
+ }
+ // node is an array
+ current = getElementFromArray(node, newElement, curSchema);
+ if (current == null) {
+ // error data
+ return "";
+ }
+ }
+ return getNodeAsString(current, curSchema);
+ } catch (Exception e) {
+ return "";
+ }
+ }
+
+ private Object getElementFromArray(AvroNode node, Object curElement,
Schema curSchema) {
+ if (node.getArrayIndices().isEmpty()) {
+ // error data
+ return null;
+ }
+ for (int index : node.getArrayIndices()) {
+ if (curSchema.getType() != Type.ARRAY) {
+ // error data
+ return null;
+ }
+ List<?> newArray = (List<?>) curElement;
+ if (index >= newArray.size()) {
+ // error data
+ return null;
+ }
+ curSchema = curSchema.getElementType();
+ curElement = newArray.get(index);
+ }
+ return curElement;
+ }
+
+ private String getNodeAsString(Object node, Schema schema) {
+ String fieldValue = "";
+ Type fieldType = schema.getType();
+ switch (fieldType) {
+ case INT:
+ case LONG:
+ case FLOAT:
+ case DOUBLE:
+ case STRING:
+ case BOOLEAN:
+ case ENUM:
+ fieldValue = String.valueOf(node);
+ break;
+ case BYTES:
+ ByteBuffer byteBuffer = (ByteBuffer) node;
+ byte[] bytes = new byte[byteBuffer.remaining()];
+ byteBuffer.get(bytes);
+ fieldValue = new String(bytes, srcCharset);
+ break;
+ case FIXED:
+ byteBuffer = (ByteBuffer) node;
+ bytes = new byte[schema.getFixedSize()];
+ fieldValue = new String(bytes, srcCharset);
+ }
+ return fieldValue;
+ }
+
+}
diff --git
a/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/decode/AvroSourceDecoder.java
b/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/decode/AvroSourceDecoder.java
new file mode 100644
index 0000000000..0f71f28209
--- /dev/null
+++
b/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/decode/AvroSourceDecoder.java
@@ -0,0 +1,139 @@
+/*
+ * 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.AvroSourceInfo;
+import org.apache.inlong.sdk.transform.process.Context;
+
+import org.apache.avro.Schema;
+import org.apache.avro.Schema.Type;
+import org.apache.avro.file.DataFileStream;
+import org.apache.avro.generic.GenericDatumReader;
+import org.apache.avro.generic.GenericRecord;
+import org.apache.commons.collections.CollectionUtils;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.ByteArrayInputStream;
+import java.io.InputStream;
+import java.nio.charset.Charset;
+import java.util.ArrayList;
+import java.util.List;
+
+public class AvroSourceDecoder implements SourceDecoder<byte[]> {
+
+ private static final Logger LOG =
LoggerFactory.getLogger(AvroSourceDecoder.class);
+
+ protected AvroSourceInfo sourceInfo;
+ private Charset srcCharset = Charset.defaultCharset();
+ private String rowsNodePath;
+ private List<AvroNode> childNodes;
+
+ public AvroSourceDecoder(AvroSourceInfo sourceInfo) {
+ try {
+ 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("\\.");
+ for (String nodeString : nodeStrings) {
+ this.childNodes.add(new AvroNode(nodeString));
+ }
+ }
+ } catch (Exception e) {
+ LOG.error(e.getMessage(), e);
+ throw new TransformException(e.getMessage(), e);
+ }
+ }
+
+ @Override
+ public SourceData decode(byte[] srcBytes, Context context) {
+ try {
+ InputStream inputStream = new ByteArrayInputStream(srcBytes);
+ DataFileStream<GenericRecord> dataFileStream =
+ new DataFileStream<>(inputStream, new
GenericDatumReader<>());
+ GenericRecord root = dataFileStream.next();
+ List<GenericRecord> childRoot = null;
+ if (CollectionUtils.isEmpty(childNodes)) {
+ return new AvroSourceData(root, null, srcCharset);
+ }
+
+ Object current = root;
+ Schema curSchema = root.getSchema();
+
+ for (AvroNode node : childNodes) {
+ if (curSchema.getType() != Type.RECORD) {
+ // error data
+ return new AvroSourceData(root, null, srcCharset);
+ }
+ Object newElement = ((GenericRecord)
current).get(node.getName());
+ if (newElement == null) {
+ // error data
+ return new AvroSourceData(root, null, srcCharset);
+ }
+ // node is not array
+ if (!node.isArray()) {
+ curSchema = curSchema.getField(node.getName()).schema();
+ current = newElement;
+ continue;
+ }
+ // node is an array
+ current = getElementFromArray(node, newElement, curSchema);
+ if (current == null) {
+ // error data
+ return new AvroSourceData(root, null, srcCharset);
+ }
+ }
+ if (curSchema.getType() != Type.ARRAY) {
+ // error data
+ return new AvroSourceData(root, null, srcCharset);
+ }
+ childRoot = (List<GenericRecord>) current;
+ return new AvroSourceData(root, childRoot, srcCharset);
+ } catch (Exception e) {
+ LOG.error(e.getMessage(), e);
+ return null;
+ }
+ }
+
+ private Object getElementFromArray(AvroNode node, Object curElement,
Schema curSchema) {
+ if (node.getArrayIndices().isEmpty()) {
+ // error data
+ return null;
+ }
+ for (int index : node.getArrayIndices()) {
+ if (curSchema.getType() != Type.ARRAY) {
+ // error data
+ return null;
+ }
+ List<?> newArray = (List<?>) curElement;
+ if (index >= newArray.size()) {
+ // error data
+ return null;
+ }
+ curSchema = curSchema.getElementType();
+ curElement = newArray.get(index);
+ }
+ return curElement;
+ }
+
+}
diff --git
a/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/decode/SourceDecoderFactory.java
b/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/decode/SourceDecoderFactory.java
index b29f6f093c..06c3dd128b 100644
---
a/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/decode/SourceDecoderFactory.java
+++
b/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/decode/SourceDecoderFactory.java
@@ -17,6 +17,7 @@
package org.apache.inlong.sdk.transform.decode;
+import org.apache.inlong.sdk.transform.pojo.AvroSourceInfo;
import org.apache.inlong.sdk.transform.pojo.CsvSourceInfo;
import org.apache.inlong.sdk.transform.pojo.JsonSourceInfo;
import org.apache.inlong.sdk.transform.pojo.KvSourceInfo;
@@ -39,4 +40,8 @@ public class SourceDecoderFactory {
public static PbSourceDecoder createPbDecoder(PbSourceInfo sourceInfo) {
return new PbSourceDecoder(sourceInfo);
}
+
+ public static AvroSourceDecoder createAvroDecoder(AvroSourceInfo
sourceInfo) {
+ return new AvroSourceDecoder(sourceInfo);
+ }
}
diff --git
a/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/pojo/AvroSourceInfo.java
b/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/pojo/AvroSourceInfo.java
new file mode 100644
index 0000000000..6c54f8a3ec
--- /dev/null
+++
b/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/pojo/AvroSourceInfo.java
@@ -0,0 +1,56 @@
+/*
+ * 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;
+
+/**
+ * AvroSourceInfo
+ */
+@JsonIgnoreProperties(ignoreUnknown = true)
+public class AvroSourceInfo extends SourceInfo {
+
+ private String rowsNodePath;
+
+ @JsonCreator
+ public AvroSourceInfo(
+ @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;
+ }
+}
\ No newline at end of file
diff --git
a/inlong-sdk/transform-sdk/src/test/java/org/apache/inlong/sdk/transform/process/processor/AbstractProcessorTestBase.java
b/inlong-sdk/transform-sdk/src/test/java/org/apache/inlong/sdk/transform/process/processor/AbstractProcessorTestBase.java
index 58c2393631..9f05396667 100644
---
a/inlong-sdk/transform-sdk/src/test/java/org/apache/inlong/sdk/transform/process/processor/AbstractProcessorTestBase.java
+++
b/inlong-sdk/transform-sdk/src/test/java/org/apache/inlong/sdk/transform/process/processor/AbstractProcessorTestBase.java
@@ -65,4 +65,17 @@ public abstract class AbstractProcessorTestBase {
+
"AudGVzdC5TZGtNZXNzYWdlUgRtc2dzEhwKCXBhY2thZ2VJRBgDIAEoBFIJcGFja2FnZUlEYgZwcm90bzM=";
return transformBase64;
}
+
+ protected byte[] getAvroTestData() {
+ String srcString =
"T2JqAQIWYXZyby5zY2hlbWHIBXsidHlwZSI6InJlY29yZCIsIm5hbWUiOiJTZGtEYXRhUmVxdWVzdCIs"
+ +
"Im5hbWVzcGFjZSI6InRlc3QiLCJmaWVsZHMiOlt7Im5hbWUiOiJzaWQiLCJ0eXBlIjoic3RyaW5nIn0seyJuYW1lIj"
+ +
"oibXNncyIsInR5cGUiOnsidHlwZSI6ImFycmF5IiwiaXRlbXMiOnsidHlwZSI6InJlY29yZCIsIm5hbWUiOiJTZGtNZ"
+ +
"XNzYWdlIiwiZmllbGRzIjpbeyJuYW1lIjoibXNnIiwidHlwZSI6ImJ5dGVzIn0seyJuYW1lIjoibXNnVGltZSIsInR5"
+ +
"cGUiOiJsb25nIn0seyJuYW1lIjoiZXh0aW5mbyIsInR5cGUiOnsidHlwZSI6Im1hcCIsInZhbHVlcyI6InN0cmluZyJ"
+ +
"9fV19fX0seyJuYW1lIjoicGFja2FnZUlEIiwidHlwZSI6ImxvbmcifV19AI7h/J8SaFCGp012msD3lKMCngEIc2lkMQ"
+ +
"QKQXBwbGXyhcYJBAhrZXkxCGtleTEIa2V5Mgx2YWx1ZTEADEJhbmFuYeSLjBMECGtleTEIa2V5MghrZXkyDHZhbHVlM"
+ + "gAAgIkPjuH8nxJoUIanTXaawPeUow==";
+ byte[] srcBytes = Base64.getDecoder().decode(srcString);
+ return srcBytes;
+ }
}
diff --git
a/inlong-sdk/transform-sdk/src/test/java/org/apache/inlong/sdk/transform/process/processor/TestAvro2CsvProcessor.java
b/inlong-sdk/transform-sdk/src/test/java/org/apache/inlong/sdk/transform/process/processor/TestAvro2CsvProcessor.java
new file mode 100644
index 0000000000..fa0a361112
--- /dev/null
+++
b/inlong-sdk/transform-sdk/src/test/java/org/apache/inlong/sdk/transform/process/processor/TestAvro2CsvProcessor.java
@@ -0,0 +1,52 @@
+/*
+ * 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.process.processor;
+
+import org.apache.inlong.sdk.transform.decode.SourceDecoderFactory;
+import org.apache.inlong.sdk.transform.encode.SinkEncoderFactory;
+import org.apache.inlong.sdk.transform.pojo.AvroSourceInfo;
+import org.apache.inlong.sdk.transform.pojo.CsvSinkInfo;
+import org.apache.inlong.sdk.transform.pojo.FieldInfo;
+import org.apache.inlong.sdk.transform.pojo.TransformConfig;
+import org.apache.inlong.sdk.transform.process.TransformProcessor;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.util.List;
+
+public class TestAvro2CsvProcessor extends AbstractProcessorTestBase {
+
+ @Test
+ public void testAvro2Csv() throws Exception {
+ List<FieldInfo> fields = this.getTestFieldList("sid", "packageID",
"msgTime", "msg");
+ AvroSourceInfo avroSource = new AvroSourceInfo("UTF-8", "msgs");
+ CsvSinkInfo csvSink = new CsvSinkInfo("UTF-8", '|', '\\', fields);
+ String transformSql = "select
$root.sid,$root.packageID,$child.msgTime,$child.msg from source";
+ TransformConfig config = new TransformConfig(transformSql);
+ // case1
+ TransformProcessor<byte[], String> processor = TransformProcessor
+ .create(config,
SourceDecoderFactory.createAvroDecoder(avroSource),
+ SinkEncoderFactory.createCsvEncoder(csvSink));
+ byte[] srcBytes = this.getAvroTestData();
+ List<String> output = processor.transform(srcBytes);
+ Assert.assertEquals(2, output.size());
+ Assert.assertEquals(output.get(0), "sid1|123456|10011001|Apple");
+ Assert.assertEquals(output.get(1), "sid1|123456|20022002|Banana");
+ }
+}
