|
| 1 | +## 1.格式: |
| 2 | +``` |
| 3 | +CREATE TABLE tableName( |
| 4 | + colName colType, |
| 5 | + ... |
| 6 | + function(colNameX) AS aliasName, |
| 7 | + WATERMARK FOR colName AS withOffset( colName , delayTime ) |
| 8 | + )WITH( |
| 9 | + type ='kafka11', |
| 10 | + bootstrapServers ='ip:port,ip:port...', |
| 11 | + zookeeperQuorum ='ip:port,ip:port/zkparent', |
| 12 | + offsetReset ='latest', |
| 13 | + topic ='topicName', |
| 14 | + groupId='test', |
| 15 | + parallelism ='parllNum', |
| 16 | + ); |
| 17 | +``` |
| 18 | + |
| 19 | +## 2.支持的版本 |
| 20 | + kafka09,kafka10,kafka11及以上版本 |
| 21 | + **kafka读取和写入的版本必须一致,否则会有兼容性错误。** |
| 22 | + |
| 23 | +## 3.表结构定义 |
| 24 | + |
| 25 | +|参数名称|含义| |
| 26 | +|----|---| |
| 27 | +| tableName | 在 sql 中使用的名称;即注册到flink-table-env上的名称| |
| 28 | +| colName | 列名称| |
| 29 | +| colType | 列类型 [colType支持的类型](colType.md)| |
| 30 | + |
| 31 | +## 4.参数: |
| 32 | + |
| 33 | +|参数名称|含义|是否必填|默认值| |
| 34 | +|----|---|---|---| |
| 35 | +|type | kafka09 | 是|kafka09、kafka10、kafka11、kafka(对应kafka1.0及以上版本)| |
| 36 | +|groupId | 需要读取的 groupId 名称|否|| |
| 37 | +|bootstrapServers | kafka bootstrap-server 地址信息(多个用逗号隔开)|是|| |
| 38 | +|zookeeperQuorum | kafka zk地址信息(多个之间用逗号分隔)|是|| |
| 39 | +|topic | 需要读取的 topic 名称|是|| |
| 40 | +|parallelism | 并行度设置|否|1| |
| 41 | +|partitionKeys | 用来分区的字段|否|| |
| 42 | +|updateMode | 回溯流数据下发模式,append,upsert.upsert模式下会将是否为回溯信息以字段形式进行下发。|否|append| |
| 43 | +|sinkdatatype | 写入kafka数据格式,json,avro,csv|否|json| |
| 44 | +|fieldDelimiter | csv数据分隔符|否| \ | |
| 45 | + |
| 46 | + |
| 47 | +**kafka相关参数可以自定义,使用kafka.开头即可。** |
| 48 | +``` |
| 49 | +kafka.consumer.id |
| 50 | +kafka.socket.timeout.ms |
| 51 | +kafka.fetch.message.max.bytes |
| 52 | +kafka.num.consumer.fetchers |
| 53 | +kafka.auto.commit.enable |
| 54 | +kafka.auto.commit.interval.ms |
| 55 | +kafka.queued.max.message.chunks |
| 56 | +kafka.rebalance.max.retries |
| 57 | +kafka.fetch.min.bytes |
| 58 | +kafka.fetch.wait.max.ms |
| 59 | +kafka.rebalance.backoff.ms |
| 60 | +kafka.refresh.leader.backoff.ms |
| 61 | +kafka.consumer.timeout.ms |
| 62 | +kafka.exclude.internal.topics |
| 63 | +kafka.partition.assignment.strategy |
| 64 | +kafka.client.id |
| 65 | +kafka.zookeeper.session.timeout.ms |
| 66 | +kafka.zookeeper.connection.timeout.ms |
| 67 | +kafka.zookeeper.sync.time.ms |
| 68 | +kafka.offsets.storage |
| 69 | +kafka.offsets.channel.backoff.ms |
| 70 | +kafka.offsets.channel.socket.timeout.ms |
| 71 | +kafka.offsets.commit.max.retries |
| 72 | +kafka.dual.commit.enabled |
| 73 | +kafka.partition.assignment.strategy |
| 74 | +kafka.socket.receive.buffer.bytes |
| 75 | +kafka.fetch.min.bytes |
| 76 | +``` |
| 77 | + |
| 78 | +## 5.样例: |
| 79 | + |
| 80 | +### json格式: |
| 81 | +``` |
| 82 | +CREATE TABLE MyResult( |
| 83 | + channel varchar, |
| 84 | + pv varchar |
| 85 | + )WITH( |
| 86 | + type='kafka', |
| 87 | + bootstrapServers='172.16.8.107:9092', |
| 88 | + topic='mqTest02', |
| 89 | + parallelism ='2', |
| 90 | + partitionKeys = 'channel,pv', |
| 91 | + updateMode='upsert' |
| 92 | + ); |
| 93 | + |
| 94 | +upsert模式下发的数据格式:{"channel":"zs","pv":"330",retract:true} |
| 95 | +append模式下发的数据格式:{"channel":"zs","pv":"330"} |
| 96 | +
|
| 97 | +``` |
| 98 | + |
| 99 | +### avro格式: |
| 100 | + |
| 101 | +如果updateMode='upsert',schemaInfo需要包含retract属性信息。 |
| 102 | + |
| 103 | +``` |
| 104 | +CREATE TABLE MyTable( |
| 105 | + channel varchar, |
| 106 | + pv varchar |
| 107 | + --xctime bigint |
| 108 | + )WITH( |
| 109 | + type='kafka', |
| 110 | + bootstrapServers='172.16.8.107:9092', |
| 111 | + groupId='mqTest01', |
| 112 | + offsetReset='latest', |
| 113 | + topic='mqTest01', |
| 114 | + parallelism ='1', |
| 115 | + topicIsPattern ='false' |
| 116 | + ); |
| 117 | +
|
| 118 | +create table sideTable( |
| 119 | + channel varchar, |
| 120 | + xccount int, |
| 121 | + PRIMARY KEY(channel), |
| 122 | + PERIOD FOR SYSTEM_TIME |
| 123 | + )WITH( |
| 124 | + type='mysql', |
| 125 | + url='jdbc:mysql://172.16.8.109:3306/test?charset=utf8', |
| 126 | + userName='dtstack', |
| 127 | + password='abc123', |
| 128 | + tableName='sidetest', |
| 129 | + cache = 'LRU', |
| 130 | + cacheTTLMs='10000', |
| 131 | + parallelism ='1' |
| 132 | +
|
| 133 | + ); |
| 134 | +
|
| 135 | +
|
| 136 | +CREATE TABLE MyResult( |
| 137 | + channel varchar, |
| 138 | + pv varchar |
| 139 | + )WITH( |
| 140 | + --type='console' |
| 141 | + type='kafka', |
| 142 | + bootstrapServers='172.16.8.107:9092', |
| 143 | + topic='mqTest02', |
| 144 | + parallelism ='1', |
| 145 | + updateMode='upsert', |
| 146 | + sinkdatatype = 'avro', |
| 147 | + schemaInfo = '{"type":"record","name":"MyResult","fields":[{"name":"channel","type":"string"} |
| 148 | + ,{"name":"pv","type":"string"},{"name":"channel","type":"string"}, |
| 149 | + {"name":"retract","type":"boolean"}]}' |
| 150 | +
|
| 151 | + ); |
| 152 | +
|
| 153 | + |
| 154 | +insert |
| 155 | +into |
| 156 | + MyResult |
| 157 | + select |
| 158 | + a.channel as channel, |
| 159 | + a.pv as pv |
| 160 | + from |
| 161 | + MyTable a |
| 162 | +``` |
| 163 | +### csv格式: |
| 164 | + |
| 165 | +``` |
| 166 | +CREATE TABLE MyTable( |
| 167 | + channel varchar, |
| 168 | + pv varchar |
| 169 | + --xctime bigint |
| 170 | + )WITH( |
| 171 | + type='kafka', |
| 172 | + bootstrapServers='172.16.8.107:9092', |
| 173 | + groupId='mqTest01', |
| 174 | + offsetReset='latest', |
| 175 | + topic='mqTest01', |
| 176 | + parallelism ='2', |
| 177 | + topicIsPattern ='false' |
| 178 | + ); |
| 179 | +
|
| 180 | +create table sideTable( |
| 181 | + channel varchar, |
| 182 | + xccount int, |
| 183 | + PRIMARY KEY(channel), |
| 184 | + PERIOD FOR SYSTEM_TIME |
| 185 | + )WITH( |
| 186 | + type='mysql', |
| 187 | + url='jdbc:mysql://172.16.8.109:3306/test?charset=utf8', |
| 188 | + userName='dtstack', |
| 189 | + password='abc123', |
| 190 | + tableName='sidetest', |
| 191 | + cache = 'LRU', |
| 192 | + cacheTTLMs='10000', |
| 193 | + parallelism ='1' |
| 194 | +
|
| 195 | + ); |
| 196 | +
|
| 197 | +
|
| 198 | +CREATE TABLE MyResult( |
| 199 | + channel varchar, |
| 200 | + pv varchar |
| 201 | + )WITH( |
| 202 | + type='kafka', |
| 203 | + bootstrapServers='172.16.8.107:9092', |
| 204 | + topic='mqTest02', |
| 205 | + parallelism ='2', |
| 206 | + updateMode='upsert', |
| 207 | + sinkdatatype = 'csv', |
| 208 | + fieldDelimiter='*' |
| 209 | + |
| 210 | + |
| 211 | +
|
| 212 | + ); |
| 213 | +
|
| 214 | + |
| 215 | +insert |
| 216 | +into |
| 217 | + MyResult |
| 218 | + select |
| 219 | + a.channel as channel, |
| 220 | + a.pv as pv |
| 221 | + from |
| 222 | + MyTable a |
| 223 | +``` |
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