debezium mongodb kafka连接器不像mongodb那样在主题中生成某些记录

q9rjltbz  于 2021-06-04  发布在  Kafka
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在我的mongodb里我有这些数据

mongo01:PRIMARY> db.col.find({"_id" : ObjectId("5d8777f188fef5555b")})
{ "_id" : ObjectId("5d8777f188fef5555b"), "attachments" : [ { "name" : "Je", "src" : "https://google.co", "type" : "image/png" } ], "tags" : [ 51, 52 ], "last_comment" : [ ], "hashtags" : [ "Je" ], "badges" : [ ], "feed_id" : "1", "company_id" : 1, "message" : "aJsm9LtK", "group_id" : "106", "feed_type" : "post", "thumbnail" : "", "group_tag" : false, "like_count" : 0, "clap_count" : 0, "comment_count" : 0, "created_by" : 520, "created_at" : "1469577278628", "updated_at" : "1469577278628", "status" : 1, "__v" : 0 }

mongo01:PRIMARY> db.col.find({"_id" : ObjectId("5d285b4554e3b584bf97759")})
{ "_id" : ObjectId("5d285b4554e3b584bf97759"), "attachments" : [ ], "tags" : [ ], "last_comment" : [ ], "company_id" : 1, "group_id" : "00e35289", "feed_type" : "post", "group_tag" : false, "status" : 1, "feed_id" : "3dc44", "thumbnail" : "{}", "message" : "s2np1HYrPuFF", "created_by" : 1, "html_content" : "", "created_at" : "144687057949", "updated_at" : "144687057949", "like_count" : 0, "clap_count" : 0, "comment_count" : 0, "__v" : 0, "badges" : [ ], "hashtags" : [ ] }

我使用这个debezium mongodb连接器来获取kafka主题中的mongodb数据。

curl -i -X POST -H "Accept:application/json" -H "Content-Type:application/json" 
   http://localhost:8083/connectors/ -d '{
   "name": "mongo_connector-4",
    "config": {
    "connector.class": "io.debezium.connector.mongodb.MongoDbConnector",
    "mongodb.hosts": "mongo01/localhost:27017",
    "mongodb.name": "mongo_1",
    "collection.whitelist": "data.col",
    "key.converter.schemas.enable": false,
    "value.converter.schemas.enable": false,
    "key.converter": "org.apache.kafka.connect.json.JsonConverter",
    "value.converter": "org.apache.kafka.connect.json.JsonConverter",
    "transforms" : "unwrap",
    "transforms.unwrap.type" : "io.debezium.connector.mongodb.transforms.UnwrapFromMongoDbEnvelope",
    "transforms.unwrap.drop.tombstones" : "false",
    "transforms.unwrap.delete.handling.mode" : "drop",
    "transforms.unwrap.operation.header" : "true",
    "errors.tolerance" : "all",
    "snapshot.delay.ms":"120000",
    "poll.interval.ms":"3000",
    "heartbeat.interval.ms":"90000"
  }
}'

现在,在ksql中打印主题时,我发现有些记录的数据包含所有列(就像在mongodb中一样),而有些记录的某些列丢失了。

ksql> print 'mongo_1.data.col' from beginning;
Format:JSON
{"ROWTIME":1571148520736,"ROWKEY":"{\"id\":\"5d8777f188fef5555b\"}","attachments":[{"name":"Je","src":"https://google.co","type":"image/png"}],"tags":[51,52],"last_comment":[],"hashtags":[],"badges":[],"feed_id":"1","company_id":1,"message":"aJsm9LtK","group_id":"106","feed_type":"post","thumbnail":"","group_tag":false,"like_count":0,"clap_count":0,"comment_count":0,"created_by":520,"created_at":"1469577278628","updated_at":"1469577278628","status":1,"__v":0,"id":"5d8777f188fef5555b"}
{"ROWTIME":1571148520736,"ROWKEY":"{\"id\":\"5d285b4554e3b584bf97759\"}","badges":[],"hashtags":[],"id":"5d285b4554e3b584bf97759"}

为什么会发生这种情况以及如何解决这个问题?
注:唯一的区别是,我发现这两个记录有不同的顺序列。
在搜索这个问题的时候,我在这里发现了一个非常接近的东西https://github.com/hpgrahsl/kafka-connect-mongodb 他们所说的关于具有敏感数据的后处理和编校字段的内容。但正如你所看到的,这两个矿井的记录是相似的,没有敏感数据(敏感数据我指的是加密数据,也许他们指的是别的什么)。

bqujaahr

bqujaahr1#

更新后缺少的值不是吗?别忘了mongodb连接器提供 patch 更新不可用 after - https://debezium.io/documentation/reference/0.10/connectors/mongodb.html#change-事件值
如果需要构造完整格式 after 对于mongodb,您需要引入kafka streams管道,将插入后的事件存储到持久存储中,然后将修补程序与原始插入合并以创建最终事件。

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