1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
|
package parallelai.spyglass.jdbc
import com.twitter.scalding.AccessMode
import com.twitter.scalding.Hdfs
import com.twitter.scalding.Mode
import com.twitter.scalding.Read
import com.twitter.scalding.Source
import com.twitter.scalding.Write
import cascading.scheme.{NullScheme, Scheme}
import cascading.tap.Tap
import cascading.tuple.Fields
import org.apache.hadoop.mapred.RecordReader
import org.apache.hadoop.mapred.OutputCollector
import org.apache.hadoop.mapred.JobConf
case class JDBCSource(
tableName: String = "tableName",
driverName: String = "com.mysql.jdbc.Driver",
connectionString: String = "jdbc:mysql://<hostname>:<port>/<db_name>",
userId: String = "user",
password: String = "password",
columnNames: List[String] = List("col1", "col2", "col3"),
columnDefs: List[String] = List("data_type", "data_type", "data_type"),
primaryKeys: List[String] = List("primary_key"),
fields: Fields = new Fields("fld1", "fld2", "fld3"),
orderBy: List[String] = List(),
updateBy: List[String] = List(),
updateByFields: Fields = null
) extends Source {
val hdfsScheme = new JDBCScheme(fields, columnNames.toArray, orderBy.toArray, updateByFields, updateBy.toArray)
.asInstanceOf[Scheme[JobConf, RecordReader[_, _], OutputCollector[_, _], _, _]]
// To enable local mode testing
def localScheme = new NullScheme(fields, fields)
override def createTap(readOrWrite: AccessMode)(implicit mode: Mode): Tap[_, _, _] = {
val jdbcScheme = hdfsScheme match {
case jdbc: JDBCScheme => jdbc
case _ => throw new ClassCastException("Failed casting from Scheme to JDBCScheme")
}
mode match {
case hdfsMode @ Hdfs(_, _) => readOrWrite match {
case Read => {
val tableDesc = new TableDesc(tableName, columnNames.toArray, columnDefs.toArray, primaryKeys.toArray)
val jdbcTap = new JDBCTap(connectionString, userId, password, driverName, tableDesc, jdbcScheme)
jdbcTap.asInstanceOf[Tap[_,_,_]]
}
case Write => {
val tableDesc = new TableDesc(tableName, columnNames.toArray, columnDefs.toArray, primaryKeys.toArray)
val jdbcTap = new JDBCTap(connectionString, userId, password, driverName, tableDesc, jdbcScheme)
jdbcTap.asInstanceOf[Tap[_,_,_]]
}
}
case _ => createEmptyTap(readOrWrite)(mode)
}
}
def createEmptyTap(readOrWrite : AccessMode)(mode : Mode) : Tap[_,_,_] = {
mode match {
case _ => {
throw new RuntimeException("Source: (" + toString + ") doesn't support mode: " + mode.toString)
}
}
}
}
|
