[Feature][st-engine] Support for transform-v2 API

Release binary package: - Move engine starter jar from `lib/` to `starter/` dir - Outpout `seatunnel-transforms-v2.jar` to `lib/` dir Maven modules: - Add seatunnel-transforms-v2 module - Add seatunnel-transforms-v2-e2e module Engine Starter: - Add `lib/` to task execute classpath ST-Engine: - Support for Split、Replace、Filter transform E2E: - Copy `seatunnel-transforms-v2.jar` into container `lib/` dir - Improve get project root path for e2e test module
apache · Oct 29, 2022 · 52b3b5b · 52b3b5b
1 parent f8b4741
commit 52b3b5b
Show file tree

Hide file tree

Showing 54 changed files with 2,107 additions and 62 deletions.
diff --git a/.github/workflows/backend.yml b/.github/workflows/backend.yml
@@ -126,7 +126,9 @@ jobs:
               - "seatunnel-formats/**"
               - "seatunnel-plugin-discovery/**"
               - "seatunnel-transforms/**"
+              - "seatunnel-transforms-v2/**"
               - "seatunnel-translation/**"
+              - "seatunnel-e2e/seatunnel-transforms-v2-e2e/**"
               - "seatunnel-e2e/seatunnel-flink-e2e/**"
               - "seatunnel-e2e/seatunnel-spark-e2e/**"
               - "seatunnel-connectors/**"

diff --git a/docs/en/contribution/coding-guide.md b/docs/en/contribution/coding-guide.md
@@ -22,7 +22,8 @@ This guide documents an overview of the current Apache SeaTunnel modules and bes
 | seatunnel-engine                       | SeaTunnel engine module, seatunnel-engine is a new computational engine developed by the SeaTunnel Community that focuses on data synchronization.                 |
 | seatunnel-formats                      | SeaTunnel formats module, used to offer the ability of formatting data                                                                                             |
 | seatunnel-plugin-discovery             | SeaTunnel plugin discovery module, used to offer the ability of loading SPI plugins from classpath                                                                 |
-| seatunnel-transforms                   | SeaTunnel transform plugin module                                                                                                                                  |
+| seatunnel-transforms                   | SeaTunnel transform V1 module, currently transform V1 is in a stable state, the community will continue to maintain it, but there will be no major feature updates |
+| seatunnel-transforms-v2                | SeaTunnel transform V2 module, currently transform V2 is under development and the community will focus on it                                                      |
 | seatunnel-translation                  | SeaTunnel translation module, used to adapt Connector V2 and other computing engines such as Spark Flink etc...                                                    |
 
 ## How to submit a high quality pull request

diff --git a/docs/en/contribution/contribute-transform-v2-guide.md b/docs/en/contribution/contribute-transform-v2-guide.md
@@ -0,0 +1,312 @@
+# Contribute Transform Guide
+
+This document describes how to understand, develop and contribute a transform.
+
+We also provide the [transform e2e test](../../../seatunnel-e2e/seatunnel-transforms-v2-e2e) 
+to verify the data input and output by the transform.
+
+## Concepts
+
+Using SeaTunnel you can read or write data through the connector, but if you need to
+process your data after reading or before writing, then need to use transform.
+
+Use transform to make simple edits to your data rows or fields, such as split field, 
+change field values, add or remove field.
+
+### DataType transform
+
+Transform receives datatype input from upstream(source or transform) and outputs new datatype to
+downstream(sink or transform), this process is datatype transform.
+
+Example 1：Remove fields
+```shell
+| A         | B         | C         |
+|-----------|-----------|-----------|
+| STRING    | INT       | BOOLEAN   |
+
+| A         | B         |
+|-----------|-----------|
+| STRING    | INT       |
+```
+
+Example 2：Sort fields
+```shell
+| B         | C         | A         |
+|-----------|-----------|-----------|
+| INT       | BOOLEAN   | STRING    |
+
+| A         | B         | C         |
+|-----------|-----------|-----------|
+| STRING    | INT       | BOOLEAN   |
+```
+
+Example 3：Update fields datatype
+```shell
+| A         | B         | C         |
+|-----------|-----------|-----------|
+| STRING    | INT       | BOOLEAN   |
+
+
+| A         | B         | C         |
+|-----------|-----------|-----------|
+| STRING    | STRING    | STRING    |
+```
+
+Example 4：Add new fields
+```shell
+| A         | B         | C         |
+|-----------|-----------|-----------|
+| STRING    | INT       | BOOLEAN   |
+
+
+| A         | B         | C         | D         |
+|-----------|-----------|-----------|-----------|
+| STRING    | INT       | BOOLEAN   | DOUBLE    |
+```
+
+### Data transform
+
+After datatype transformed, Transform will receives data-row input from upstream(source or transform),
+edit into data-row with [new datatype](#DataType transform) and outputs to downstream (sink or transform).
+This process is data transform.
+
+### Translation
+
+Transform is decoupled from the execution engine, any transform implement can run into all engines
+without change the code & config, which requires the translation layer to adapt transform and execution engine.
+
+Example：Translation datatype & data
+```shell
+Original:
+
+| A         | B         | C         |
+|-----------|-----------|-----------|
+| STRING    | INT       | BOOLEAN   |
+
+Datatype translation:
+
+| A                 | B                 | C                 |
+|-------------------|-------------------|-------------------|
+| ENGINE<STRING>    | ENGINE<INT>       | ENGINE<BOOLEAN>   |
+
+Data translation:
+
+| A                 | B                 | C                 |
+|-------------------|-------------------|-------------------|
+| ENGINE<"test">    | ENGINE<1>         |  ENGINE<false>    |
+```
+
+## Core APIs
+
+### SeaTunnelTransform
+
+`SeaTunnelTransform` provides all major and primary APIs, you can subclass it to do whatever transform.
+
+1. Receive datatype input from upstream.
+```java
+    /**
+     * Set the data type info of input data.
+     *
+     * @param inputDataType The data type info of upstream input.
+     */
+     void setTypeInfo(SeaTunnelDataType<T> inputDataType);
+```
+
+2. Outputs new datatype to downstream.
+```java
+    /**
+     * Get the data type of the records produced by this transform.
+     *
+     * @return Produced data type.
+     */
+    SeaTunnelDataType<T> getProducedType();
+```
+
+3. Edit input data and outputs new data to downstream.
+```java
+    /**
+     * Transform input data to {@link this#getProducedType()} types data.
+     *
+     * @param row the data need be transform.
+     * @return transformed data.
+     */
+    T map(T row);
+```
+
+### SingleFieldOutputTransform
+
+`SingleFieldOutputTransform` abstract single field change operator
+
+1. Define output field
+```java
+    /**
+     * Outputs new field
+     *
+     * @return
+     */
+    protected abstract String getOutputFieldName();
+```
+
+2. Define output field datatype
+```java
+    /**
+     * Outputs new field datatype
+     *
+     * @return
+     */
+    protected abstract SeaTunnelDataType getOutputFieldDataType();
+```
+
+3. Define output field value
+```java
+    /**
+     * Outputs new field value
+     * 
+     * @param inputRow The inputRow of upstream input.
+     * @return
+     */
+    protected abstract Object getOutputFieldValue(SeaTunnelRowAccessor inputRow);
+```
+
+### MultipleFieldOutputTransform
+
+`MultipleFieldOutputTransform` abstract multiple fields change operator
+
+1. Define output fields
+```java
+    /**
+     * Outputs new fields
+     *
+     * @return
+     */
+    protected abstract String[] getOutputFieldNames();
+```
+
+2. Define output fields datatype
+```java
+    /**
+     * Outputs new fields datatype
+     *
+     * @return
+     */
+    protected abstract SeaTunnelDataType[] getOutputFieldDataTypes();
+```
+
+3. Define output field values
+```java
+    /**
+     * Outputs new fields value
+     *
+     * @param inputRow The inputRow of upstream input.
+     * @return
+     */
+    protected abstract Object[] getOutputFieldValues(SeaTunnelRowAccessor inputRow);
+```
+
+### AbstractSeaTunnelTransform
+
+`AbstractSeaTunnelTransform` abstract datatype & fields change operator
+
+1. Transform input row type and outputs new row type
+```java
+    /**
+     * Outputs transformed row type.
+     *
+     * @param inputRowType upstream input row type
+     * @return
+     */
+    protected abstract SeaTunnelRowType transformRowType(SeaTunnelRowType inputRowType);
+```
+
+2. Transform input row data and outputs new row data
+```java
+    /**
+     * Outputs transformed row data.
+     * 
+     * @param inputRow upstream input row data
+     * @return
+     */
+    protected abstract SeaTunnelRow transformRow(SeaTunnelRow inputRow);
+```
+
+## Develop a Transform
+
+It must implement one of the following APIs:
+- SeaTunnelTransform
+- AbstractSeaTunnelTransform
+- SingleFieldOutputTransform
+- MultipleFieldOutputTransform
+
+Add implement subclass into module `seatunnel-transforms-v2`.
+
+### Example: copy field to new field
+```java
+@AutoService(SeaTunnelTransform.class)
+public class CopyFieldTransform extends SingleFieldOutputTransform {
+
+    private String srcField;
+    private int srcFieldIndex;
+    private SeaTunnelDataType srcFieldDataType;
+    private String destField;
+
+    @Override
+    public String getPluginName() {
+        return "Copy";
+    }
+
+    @Override
+    protected void setConfig(Config pluginConfig) {
+        this.srcField = pluginConfig.getString("src_field");
+        this.destField = pluginConfig.getString("dest_fields");
+    }
+
+    @Override
+    protected void setInputRowType(SeaTunnelRowType inputRowType) {
+        srcFieldIndex = inputRowType.indexOf(srcField);
+        srcFieldDataType = inputRowType.getFieldType(srcFieldIndex);
+    }
+
+    @Override
+    protected String getOutputFieldName() {
+        return destField;
+    }
+
+    @Override
+    protected SeaTunnelDataType getOutputFieldDataType() {
+        return srcFieldDataType;
+    }
+
+    @Override
+    protected Object getOutputFieldValue(SeaTunnelRowAccessor inputRow) {
+        return inputRow.getField(srcFieldIndex);
+    }
+}
+```
+
+1. The `getPluginName` method is used to identify the transform name.
+2. The @AutoService is used to generate the `META-INF/services/org.apache.seatunnel.api.transform.SeaTunnelTransform`
+   file automatically.
+3. The `setConfig` method is used to inject user configs.
+
+## Transform Test Tool
+
+Once you add a new plugin, it is recommended to add e2e tests for it. 
+We have a `seatunnel-e2e/seatunnel-transforms-v2-e2e` module to help you to do this.
+
+For example, if you want to add an e2e test for `CopyFieldTransform`, you can create a new test in
+`seatunnel-e2e/seatunnel-transforms-v2-e2e` module and extend the `TestSuiteBase` class in the test.
+
+```java
+public class TestCopyFieldTransformIT extends TestSuiteBase {
+
+    @TestTemplate
+    public void testCopyFieldTransform(TestContainer container) {
+        Container.ExecResult execResult = container.executeJob("/copy_transform.conf");
+        Assertions.assertEquals(0, execResult.getExitCode());
+    }
+}
+```
+
+Once your testcase implements the `TestSuiteBase` interface and use `@TestTemplate` annotation startup,
+it will running job to all engines, and you just need to execute the executeJob method with your SeaTunnel configuration file,
+it will submit the SeaTunnel job.
diff --git a/docs/sidebars.js b/docs/sidebars.js
@@ -218,6 +218,7 @@ const sidebars = {
                 'contribution/setup',
                 'contribution/new-license',
                 'contribution/coding-guide',
+                'contribution/contribute-transform-v2-guide',
             ],
         },
         'faq',

diff --git a/pom.xml b/pom.xml
@@ -81,6 +81,7 @@
         <module>seatunnel-apis</module>
         <module>seatunnel-core</module>
         <module>seatunnel-transforms</module>
+        <module>seatunnel-transforms-v2</module>
         <module>seatunnel-connectors</module>
         <module>seatunnel-connectors-v2</module>
         <module>seatunnel-api</module>

diff --git a/seatunnel-api/src/main/java/org/apache/seatunnel/api/transform/SeaTunnelTransform.java b/seatunnel-api/src/main/java/org/apache/seatunnel/api/transform/SeaTunnelTransform.java
@@ -24,13 +24,28 @@
 
 import java.io.Serializable;
 
-public interface SeaTunnelTransform<T> extends Serializable, PluginIdentifierInterface,
-        SeaTunnelPluginLifeCycle, SeaTunnelJobAware {
-
-    T map(T row);
-
-    void setTypeInfo(SeaTunnelDataType<T> seaTunnelRowType);
-
+public interface SeaTunnelTransform<T> extends Serializable,
+    PluginIdentifierInterface, SeaTunnelPluginLifeCycle, SeaTunnelJobAware {
+
+    /**
+     * Set the data type info of input data.
+     *
+     * @param inputDataType The data type info of upstream input.
+     */
+    void setTypeInfo(SeaTunnelDataType<T> inputDataType);
+
+    /**
+     * Get the data type of the records produced by this transform.
+     *
+     * @return Produced data type.
+     */
     SeaTunnelDataType<T> getProducedType();
 
+    /**
+     * Transform input data to {@link this#getProducedType()} types data.
+     *
+     * @param row the data need be transform.
+     * @return transformed data.
+     */
+    T map(T row);
 }