From def2ab3e2e3b820af5145896666967ebc2647ccf Mon Sep 17 00:00:00 2001 From: SimFG Date: Mon, 30 Oct 2023 15:05:02 +0800 Subject: [PATCH] Add the cdc readme and usage doc Signed-off-by: SimFG --- Makefile | 3 + README.md | 40 +++- doc/cdc-usage.md | 291 ++++++++++++++++++++++++++++++ doc/pic/milvus-cdc-components.png | Bin 0 -> 217831 bytes doc/pic/milvus-cdc-data.png | Bin 0 -> 194193 bytes server/configs/cdc.yaml | 12 -- 6 files changed, 333 insertions(+), 13 deletions(-) create mode 100644 doc/cdc-usage.md create mode 100644 doc/pic/milvus-cdc-components.png create mode 100644 doc/pic/milvus-cdc-data.png diff --git a/Makefile b/Makefile index 7063aa45..f2640ac7 100644 --- a/Makefile +++ b/Makefile @@ -1,5 +1,8 @@ PWD := $(shell pwd) +build: + $(MAKE) -C server build + test-go: @echo "Running go unittests..." @(env bash $(PWD)/scripts/run_go_unittest.sh) diff --git a/README.md b/README.md index 7235ad9f..b55126d4 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,41 @@ # Milvus-CDC -Milvus-CDC is a change data capture tool for Milvus. It can capture the changes of upstream Milvus collections and sink them to downstream Milvus. +CDC is "Change Data Capture", and Milvus-CDC is a change data capture tool for Milvus. It can capture the changes of upstream Milvus collections and sink them to downstream Milvus. This will bring the following benefits: + +1. Data reliability is improved and the probability of data loss is reduced; +2. Based on CDC, the active-standby disaster recovery feature of milvus can be implemented to ensure that even if the milvus-source cluster fails, it can be quickly switched to ensure the availability of upper-layer services; + +## Quick Start + +**Please use the source code to compile and use it now**, because milvus-cdc is undergoing rapid iteration, the image currently provided is not stable, and the implementation method has also changed a lot. + +```bash +git clone https://github.com/zilliztech/milvus-cdc.git + +make build +``` + +After successfully building, the `cdc` bin file will be generated in the `server` directory. + +**DON'T execute it directly.** If you do it, I think you must get a error because you need to configure it before using it. How to configure and use cdc, refer to: [Milvus-CDC Usage](doc/cdc-usage.md) + +## Basic Components + +At present, cdc mainly consists of two parts: http server and corelib. + +- The http server, is responsible for accepting user-side requests, controlling task execution, and maintaining meta-information; +- corelib, is responsible for synchronizing the execution of tasks, including reader and writer: + - reader reads relevant information from etcd and mq of source Milvus; + - The writer converts the msg in mq into Milvus api parameters and sends the request to the target Milvus; + +![components](doc/pic/milvus-cdc-components.png) + +## CDC Data Processing Flow + +1. User creates cdc task through http interface; +2. Obtain collection-related meta-information through etcd in Milvus-source, such as the channel information and checkpoint information corresponding to the collection, etc; +3. After obtaining the meta-information related to the collection, connect to mq(message queue) to subscribe to the data; +4. Read the data in mq, parse the data and forward it through go-sdk or perform the same operation as milvus-source; + +![flow](doc/pic/milvus-cdc-data.png) + diff --git a/doc/cdc-usage.md b/doc/cdc-usage.md new file mode 100644 index 00000000..a2f02755 --- /dev/null +++ b/doc/cdc-usage.md @@ -0,0 +1,291 @@ +# Milvus-CDC Usage + +## Limitation + +1. Only the cluster dimension can be synchronized, that is, the collection name can only be specified as `*` when creating a task. The collection dimension will also be supported in the future. +2. Supported operations +- Create/Drop Collection +- Insert/Delete +- Create/Drop Partition +- Create/Drop Index +- Load/Release/Flush +- Create/Drop Database + + **Anything not mentioned is not supported;** + +3. Milvus cdc only supports synchronized data. If you need active and backup disaster recovery functions, please contact us; + +## Configuration + +The configuration consists of two main parts: the Milvus configuration for Milvus-Target and the CDC startup configuration. + +Furthermore, please ensure that both the source and target Milvus versions are **2.3.2 or higher**. Any other versions are not supported. + +1. Milvus-Target Config + + Set the value of `common.ttMsgEnabled` in the milvus.yaml file in the milvus-target cluster to `false`. + +2. CDC Startup Config + + The following is the cdc startup configuration file template. You can see this file in the `server/configs` directory. + +```yaml +# cdc server address +address: 0.0.0.0:8444 +# max task num +maxTaskNum: 100 +# max task name length +maxNameLength: 256 + +# cdc meta data config +metaStoreConfig: + # the metastore type, available value: etcd, mysql + storeType: etcd + # etcd address + etcdEndpoints: + - localhost:2379 + # mysql connection address + mysqlSourceUrl: root:root@tcp(127.0.0.1:3306)/milvus-cdc?charset=utf8 + # meta data prefix, if multiple cdc services use the same store service, you can set different rootPaths to achieve multi-tenancy + rootPath: cdc + +# milvus-source config, these settings are basically the same as the corresponding configuration of milvus.yaml in milvus source. +sourceConfig: + # etcd config + etcdAddress: + - localhost:2379 + etcdRootPath: by-dev + etcdMetaSubPath: meta + # default partition name + defaultPartitionName: _default + # read buffer length, mainly used for buffering if writing data to milvus-target is slow. + readChanLen: 10 + # milvus-target mq config, which is pulsar or kafka + pulsar: + address: pulsar://localhost:6650 + webAddress: localhost:80 + maxMessageSize: 5242880 + tenant: public + namespace: default +# authPlugin: org.apache.pulsar.client.impl.auth.AuthenticationToken +# authParams: token:xxx +# kafka: +# address: 127.0.0.1:9092 +``` + +After completing these two steps of configuration, do not rush to start CDC. Need to ensure the following points: + +1. Whether the `common.ttMsgEnabled` configuration value of milvus-target is `false``; +2. Confirm that the `mq` type configured by cdc is the same as the type configured by milvus-source; +3. Ensure that the network environment where the cdc service is located can correctly connect to the mq and etcd addresses in the milvus-source in the configuration; + +## Usage + +All http APIs need to comply with the following rules: + +- Request method: POST +- Request path:/cdc +- Request body: + +```json +{ + "request_type": "", + "request_data": {} +} +``` + +Different requests are distinguished by `request_type`, which currently includes: create, delete, pause, resume, get and list. If the request fails, a non-200 http status code will be returned. + +### create request + +- milvus_connect_param, the connection params of the milvus-target server; +- collection_infos, the collection information that needs to be synchronized, which currently only supports `*`; +- rpc_channel_info, the corresponding name value is composed of the two values ​​of `common.chanNamePrefix.cluster` and `common.chanNamePrefix.replicateMsg` in **milvus-source**, connected by the symbol `-` + +```http +POST localhost:8444/cdc +Content-Type: application/json + +body: +{ + "request_type":"create", + "request_data":{ + "milvus_connect_param":{ + "host":"localhost", + "port":19530, + "username":"root", + "password":"Milvus", + "enable_tls":true, + "connect_timeout":10 + }, + "collection_infos":[ + { + "name":"*" + } + ], + "rpc_channel_info": { + "name": "by-dev-replicate-msg" + } + } +} +``` + +After success, the task_id will be returned, such as: + +```json +{"task_id":"6623ae52d35842a5a2c9d89b16ed7aa1"} +``` + +If there is an exception, an http error will appear. + +### delete request + +delete a cdc task. + +**request** + +```http +POST localhost:8444/cdc +Content-Type: application/json + +body: +{ + "request_type":"delete", + "request_data": { + "task_id": "f84605ae48fb4170990ab80addcbd71e" + } +} +``` + +**response** + +```json +{} +``` + +### pause request + +pause a cdc task. + +**request** + +```http +POST localhost:8444/cdc +Content-Type: application/json + +body: +{ + "request_type":"pause", + "request_data": { + "task_id": "4d458a58b0f74e85b842b1244dc69546" + } +} +``` + +**response** + +```json +{} +``` + +### resume request + +resume a cdc task. + +**request** + +```http +POST localhost:8444/cdc +Content-Type: application/json + +body: +{ + "request_type":"resume", + "request_data": { + "task_id": "4d458a58b0f74e85b842b1244dc69546" + } +} +``` + +**response** + +```json +{} +``` + +### get request + +get a cdc task info + +**request** + +```http +POST localhost:8444/cdc +Content-Type: application/json + +body: +{ + "request_type":"get", + "request_data": { + "task_id": "4d458a58b0f74e85b842b1244dc69546" + } +} +``` + +**response** + +```json +{ + "task_id":"4d458a58b0f74e85b842b1244dc69546", + "Milvus_connect_param":{ + "host":"localhost", + "port":19530, + "connect_timeout":10 + }, + "collection_infos":[ + { + "name":"*" + } + ], + "state":"Running" +} +``` + +### list request + +list the info of all cdc tasks. + +**request** + +```http +POST localhost:8444/cdc +Content-Type: application/json + +body: +{ + "request_type":"list" +} +``` + +**response** + +```json +{ + "tasks": [ + { + "task_id": "4d458a58b0f74e85b842b1244dc69546", + "Milvus_connect_param": { + "host": "localhost", + "port": 19530, + "connect_timeout": 10 + }, + "collection_infos": [ + { + "name": "*" + } + ], + "state": "Running" + } + ] +} +``` \ No newline at end of file diff --git a/doc/pic/milvus-cdc-components.png 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