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Posted to commits@inlong.apache.org by we...@apache.org on 2024/09/25 07:44:08 UTC

(inlong-website) branch master updated: [INLONG-985][Agent] Add English Agent binary protocol doc (#986)

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wenweihuang pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/inlong-website.git


The following commit(s) were added to refs/heads/master by this push:
     new 5a4153718d1 [INLONG-985][Agent] Add English Agent binary protocol doc  (#986)
5a4153718d1 is described below

commit 5a4153718d17529184445e0da508da3b0ba98b18
Author: justinwwhuang <hw...@163.com>
AuthorDate: Wed Sep 25 15:44:02 2024 +0800

    [INLONG-985][Agent] Add English Agent binary protocol doc  (#986)
    
    * [INLONG-985][Agent] Add Agent binary protocol doc
    
    * [INLONG-985][Agent] Add Agent binary protocol doc
    
    * [INLONG-985][Agent] Add Agent binary protocol doc
    
    * [INLONG-985][Agent] Add Agent binary protocol doc
    
    * [INLONG-985][Agent] Add Agent binary protocol doc
    
    * [INLONG-985][Agent] Add Agent binary protocol doc
    
    * [INLONG-985][Agent] Add Agent binary protocol doc
    
    * [INLONG-985][Agent] Add Agent binary protocol doc
---
 docs/development/binary_protocol/_category_.json   |     4 +
 docs/development/binary_protocol/agent.md          |   159 +
 docs/development/binary_protocol/img/agent_1.png   |   Bin 0 -> 68576 bytes
 docs/development/binary_protocol/img/cache_1.png   |   Bin 0 -> 16452 bytes
 docs/development/binary_protocol/img/sink_1.png    |   Bin 0 -> 13001 bytes
 docs/development/binary_protocol/img/source_1.png  |   Bin 0 -> 20274 bytes
 docs/development/binary_protocol/img/total.png     |   Bin 0 -> 25575 bytes
 .../current/development/binary_protocol/agent.md   |     6 +-
 .../development/binary_protocol/agent.excalidraw   | 17856 +++++++++++++++++++
 9 files changed, 18022 insertions(+), 3 deletions(-)

diff --git a/docs/development/binary_protocol/_category_.json b/docs/development/binary_protocol/_category_.json
new file mode 100644
index 00000000000..63082898153
--- /dev/null
+++ b/docs/development/binary_protocol/_category_.json
@@ -0,0 +1,4 @@
+{
+  "label": "Binary protocol",
+  "position": 1
+}
\ No newline at end of file
diff --git a/docs/development/binary_protocol/agent.md b/docs/development/binary_protocol/agent.md
new file mode 100644
index 00000000000..ee651cfb920
--- /dev/null
+++ b/docs/development/binary_protocol/agent.md
@@ -0,0 +1,159 @@
+---
+title: Agent binary protocol
+sidebar_position: 2
+---
+## Overview
+This article mainly introduces the flow of Agent data between submodules and the corresponding binary protocol.
+## Data flow
+![](img/agent_1.png)
+
+When introducing the Agent module, we know that there are Source and Sink modules in the Agent, where Source is responsible 
+for collecting data from the data source; Sink is responsible for sending data downstream, and currently we believed that 
+downstream only had DataProxy; Instance is responsible for moving data from Source to Sink.
+## Binary protocol
+### Source
+![](img/source_1.png)
+
+Source has three main functions:
+
+- Collect data from the data source and fill each data into a new SourceData object.
+
+- Put the filled SourceData object into the cache queue of the Source module.
+
+- When calling the Read method of the Source module externally, extract a SourceData from the cache queue, assemble it into a Message, and return it.
+#### SourceData
+```java 
+public class SourceData {
+    private byte[] data;
+    private String offset;
+}
+```
+The data collected from the data source may have various formats, so we use byte[] to store it (the original data is kept in byte[] during 
+subsequent stages of circulation). At the same time, each piece of data will have corresponding positional information, and due to the diversity 
+of positional information, we use String to store positional information.
+#### Cache queue
+As the name suggests, we put SourceData into the Queue for caching purposes, which can solve the problem of mismatched processing speeds between 
+the data source and the Agent internally. The Queue type is LinkedBlockingQueue, which prevents problems with multi-threaded access. As it is a 
+pure memory operation, it can ensure performance.
+#### Message 
+```java
+public interface Message {
+
+    byte[] getBody();
+    Map<String, String> getHeader();
+}
+```
+The return type of the Read method provided by Source is Message, and the specific implementation is as follows:
+```java
+public class DefaultMessage implements Message {
+
+    private final byte[] body;
+    protected final Map<String, String> header;
+    
+    ...
+}
+```
+As mentioned earlier, Message is filled with SourceData, specifically in the case of DefaultMessage::body, which 
+is filled with SourceData::data; The Default Message::header is filled with SourceData::offset and other attributes, 
+each of which is a k/v pair of the Default Message::header. Usually, we also fill in the inlongStreamId of this message here.
+### Instance
+The main function of Instance is to retrieve the Message from the Source and write it to the Sink, without generating any 
+new binary protocol during the process.
+### Sink
+![](img/sink_1.png)
+
+Currently, in our implementation, there is only one type of Sink that can be considered, and that is DataProxy Sink. There are four main functions of DataProxy Sink:
+
+- Call the Write method externally to write Message type data to the DataProxy Sink, and fill the ProxyMessage with Message internally within the method.
+
+- Put the ProxyMessage into the ProxyMessageCache, which will store ProxyMessages with different inlongStreamId separately.
+
+- Retrieve SenderMessage (composed of multiple ProxyMessages) from cache and call SenderManager::sendBatch to send.
+
+- After receiving SenderMessage, SenderManager constructs the required callback object AgentSenderCallback for the DataProxy SDK method to send asynchronously.
+
+#### ProxyMessage
+```java
+public class ProxyMessage implements Message {
+
+    private final byte[] body;
+    private final Map<String, String> header;
+    OffsetAckInfo ackInfo;
+```
+The body and header of ProxyMessage are copied from the Message. In addition, a new ackInfo has been added to record the sending status:
+```java
+public class OffsetAckInfo {
+
+    private String offset;
+    private int len;
+    private Boolean hasAck;
+}
+```
+The offset comes from the Message::header; Len comes from Message::body len; HasAck indicates whether the information was successfully sent and is initialized to false.
+#### ProxyMessageCache
+![](img/cache_1.png)
+
+The filled ProxyMessage will first be placed in the ProxyMessageCache:
+```java
+public class ProxyMessageCache {
+
+    private final String taskId;
+    private final String instanceId;
+    private final int maxPackSize;
+    private final int maxQueueNumber;
+    private final String groupId;
+    // streamId -> list of proxyMessage
+    private final ConcurrentHashMap<String, LinkedBlockingQueue<ProxyMessage>> messageQueueMap;
+    private long dataTime;
+}
+```
+The core property of ProxyMessageCache is messageQueueMap, whose key is inlongStreamId and value is a queue. 
+In addition, ProxyMessageCache will return SenderMessage through the fetchSenderMessage method. SenderMessage 
+consists of multiple ProxyMessages, allowing for batch sending of data.
+#### SenderMessage
+```java
+public class SenderMessage {
+
+    private List<byte[]> dataList;
+    private Map<String, String> extraMap;
+    private List<OffsetAckInfo> offsetAckList;
+}
+```
+
+SenderMessage is built inside the ProxyMessageCache and consists of multiple ProxyMessages with the same inlongStreamId:
+
+- The dataList is filled with multiple ProxyMessage::body;
+
+- ExtraMap includes audit versions and predefined fields (obtained from task configurations);
+
+- OffsetAckList is filled with multiple ProxyMessage::ackInfo;
+#### SenderManager
+SenderManager directly calls the DataProxy SDK internally for data transmission, requiring three core parameters:
+- Original data content
+- Expand attributes
+- Callback object
+The original data content is provided by dataList; Extended attributes are provided by extraMap; The callback content needs to construct AgentSenderCallback to provide:
+```java
+private class AgentSenderCallback implements SendMessageCallback {
+
+        private final SenderMessage message;
+  
+        AgentSenderCallback(SenderMessage message, int retry) {
+            this.message = message;
+        }
+
+        @Override
+        public void onMessageAck(SendResult result) {
+        ...
+        }
+}
+```
+The onMessageAck method of the callback object will carry the sending result. After returning success, it will iterate through the 
+SenderMessage::offsetAckList and set OffsetAckInfo::hasAck to true.
+## Summary 
+The data goes through the following data structure from the data source to the DataProxy SDK within the Agent:
+
+![](img/total.png)
+
+We can see from the various data types introduced above that the original data content of each structure is stored using byte[]. On the one hand, it can preserve the original
+data information without being affected by the encoding format, and on the other hand, it can reduce the cost of string conversion, making the overall efficiency higher.
diff --git a/docs/development/binary_protocol/img/agent_1.png b/docs/development/binary_protocol/img/agent_1.png
new file mode 100644
index 00000000000..31f93a8c047
Binary files /dev/null and b/docs/development/binary_protocol/img/agent_1.png differ
diff --git a/docs/development/binary_protocol/img/cache_1.png b/docs/development/binary_protocol/img/cache_1.png
new file mode 100644
index 00000000000..919dd15ce28
Binary files /dev/null and b/docs/development/binary_protocol/img/cache_1.png differ
diff --git a/docs/development/binary_protocol/img/sink_1.png b/docs/development/binary_protocol/img/sink_1.png
new file mode 100644
index 00000000000..247b54121c7
Binary files /dev/null and b/docs/development/binary_protocol/img/sink_1.png differ
diff --git a/docs/development/binary_protocol/img/source_1.png b/docs/development/binary_protocol/img/source_1.png
new file mode 100644
index 00000000000..c75dde56e8e
Binary files /dev/null and b/docs/development/binary_protocol/img/source_1.png differ
diff --git a/docs/development/binary_protocol/img/total.png b/docs/development/binary_protocol/img/total.png
new file mode 100644
index 00000000000..fc6c2e8730b
Binary files /dev/null and b/docs/development/binary_protocol/img/total.png differ
diff --git a/i18n/zh-CN/docusaurus-plugin-content-docs/current/development/binary_protocol/agent.md b/i18n/zh-CN/docusaurus-plugin-content-docs/current/development/binary_protocol/agent.md
index 6a0d03c0529..853f5f5be97 100644
--- a/i18n/zh-CN/docusaurus-plugin-content-docs/current/development/binary_protocol/agent.md
+++ b/i18n/zh-CN/docusaurus-plugin-content-docs/current/development/binary_protocol/agent.md
@@ -8,7 +8,7 @@ sidebar_position: 2
 ![](img/agent_1.png)
 
 在 Agent 模块介绍时我们知道 Agent 中有 Source 和 Sink 模块,其中 Source 负责从数据源采集数据;Sink 负责将数据发送到下游,当
-前我们认为下游只有 DataProxy。Instance 则是负责将数据从 Source 搬运到 Sink。
+前我们认为下游只有 DataProxy;Instance 则是负责将数据从 Source 搬运到 Sink。
 ## 数据格式
 ### Source
 ![](img/source_1.png)
@@ -30,7 +30,7 @@ public class SourceData {
 从数据源采集的数据可能会有各种各样的格式,因此我们用 byte[] 来存放(原始数据在后续各个环节流转时均保持 byte[])。同时每一条数据都会有对应的位点信息,
 并且由于位点信息多种多样,我们用 String 来存放位点信息。
 #### 缓存队列
-顾名思义,我们将 SourceData 放到 Queue 中以达到缓存的目的,这样可以解耦数据源和 Agent 内部处理速度不匹配的问题。Queue 类
+顾名思义,我们将 SourceData 放到 Queue 中以达到缓存的目的,这样可以解决数据源和 Agent 内部处理速度不匹配的问题。Queue 类
 型是 LinkedBlockingQueue,防止多线程访问出现问题,由于是纯内存操作,可以保证性能。
 #### Message 
 ```java
@@ -40,7 +40,7 @@ public interface Message {
     Map<String, String> getHeader();
 }
 ```
-Source 提供的 Read 方法返回类型是 Message,具体实现时如下:
+Source 提供的 Read 方法返回类型是 Message,具体实现如下:
 ```java
 public class DefaultMessage implements Message {
 
diff --git a/image_raw/development/binary_protocol/agent.excalidraw b/image_raw/development/binary_protocol/agent.excalidraw
new file mode 100644
index 00000000000..6fdcf8613c2
--- /dev/null
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@@ -0,0 +1,17856 @@
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