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
|
package sandcrawler
import scala._
import cascading.tap.SinkMode
import cascading.tuple.Fields
import parallelai.spyglass.base.JobBase
import parallelai.spyglass.hbase.HBaseConstants.SourceMode
import parallelai.spyglass.hbase.HBaseSource
object HBaseBuilder {
// map from column families to column names
val schema = Map("f" -> List("c"),
"file" -> List("size", "mime", "cdx"),
"grobid0" -> List("status_code", "quality", "status", "tei_xml", "tei_json", "metadata"),
"match0" -> List("status", "doi", "info"))
val inverseSchema = {for ((k,vs) <- schema; v <-vs) yield (k + ":" + v)}.toList
// The argument should be of the form family:column, such as "file:size".
@throws(classOf[IllegalArgumentException])
def parseColSpec(colSpec: String) {
if (!(inverseSchema contains colSpec)) {
throw new IllegalArgumentException("No such column: " + colSpec)
}
val pair = colSpec split(":")
if (pair.length != 2) {
throw new IllegalArgumentException("Bad column specifier " + colSpec +
" (specifiers should be family:name)")
}
(pair(0), pair(1))
}
// The argument should be a comma-separated list of family:column, such as "f:c, file:size".
@throws(classOf[IllegalArgumentException])
def parseColSpecs(colSpecs: List[String]) : (List[String], List[Fields]) = {
// Verify that all column specifiers are legal.
for (colSpec <- colSpecs) parseColSpec(colSpec)
// Produce and return a tuple containing:
// 1. A list of column families.
// 2. A corresponding list of Fields, each containing column names.
val groupMap: Map[String, List[String]] = colSpecs.groupBy(c => (c split ":")(0))
val families = groupMap.keys.toList
val groupedColNames : List[List[String]] = families map {fam => {
val cols = {groupMap(fam).map(v => v.split(":")(1))}
cols}}
(families, groupedColNames.map({fields => new Fields(fields : _*)}))
}
def build(table: String, server: String, colSpecs: List[String], sourceMode: SourceMode, keyList: List[String] = List("key")) : HBaseSource = {
val (families, fields) = parseColSpecs(colSpecs)
new HBaseSource(table, server, new Fields("key"), families, fields, sourceMode = sourceMode, keyList = keyList)
}
def buildSink(table: String, server: String, colSpecs: List[String], sinkMode: SinkMode, keyList: List[String] = List("key")) : HBaseSource = {
val (families, fields) = parseColSpecs(colSpecs)
new HBaseSource(table, server, new Fields("key"), families, fields, sinkMode = sinkMode)
}
}
|