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package parallelai.spyglass.hbase.testing
import parallelai.spyglass.base.JobBase
import parallelai.spyglass.hbase.HBaseConstants.{SplitType, SourceMode}
import com.twitter.scalding._
import parallelai.spyglass.hbase.{HBasePipeConversions, HBaseSource}
import cascading.tuple.Fields
import org.apache.log4j.{Logger, Level}
import cascading.tap.SinkMode
import cascading.pipe.Pipe
import org.apache.hadoop.hbase.io.ImmutableBytesWritable
import org.apache.hadoop.hbase.util.Bytes
import parallelai.spyglass.hbase.HBaseSource
import com.twitter.scalding.IterableSource
import com.twitter.scalding.TextLine
class HBaseSaltTestSetup (args: Args) extends JobBase(args) with HBasePipeConversions {
val isDebug = args.getOrElse("debug", "false").toBoolean
if( isDebug ) { Logger.getRootLogger.setLevel(Level.DEBUG) }
val TABLE_SCHEMA = List('key, 'salted, 'unsalted)
val prefix = "0123456789"
val quorum = args("quorum")
val stt = args("start.value").toInt
val stp = args("stop.value").toInt
loadRanges(stt, stp)
def loadRanges(stt: Int, stp: Int) {
def toIBW(pipe: Pipe, f: Fields): Pipe = {
asList(f)
.foldLeft(pipe){ (p, f) => {
p.map(f.toString -> f.toString){ from: String =>
Option(from).map(x => new ImmutableBytesWritable(Bytes.toBytes(x))).getOrElse(null)
}}
}
}
val inVals = (stt to stp).toList.map(x => ("" + (x%10) + "_" + "%010d".format(x), "" + (x%10) + "_" + "%010d".format(x), "%010d".format(x)))
// val input = IterableSource(inVals, TABLE_SCHEMA)
// .read
// .write(TextLine("saltTesting/Inputs"))
//
val fromSource = new IterableSource(inVals, TABLE_SCHEMA).read.name("source_%s_%s".format(stt, stp))
val toSource = new HBaseSource( "_TEST.SALT.01", quorum, 'key,
TABLE_SCHEMA.tail.map((x: Symbol) => "data"),
TABLE_SCHEMA.tail.map((x: Symbol) => new Fields(x.name)), sinkMode = SinkMode.UPDATE )
toIBW(fromSource, TABLE_SCHEMA)
.write(toSource)
}
}
class HBaseSaltTester (args: Args) extends JobBase(args) with HBasePipeConversions {
val isDebug = args.getOrElse("debug", "false").toBoolean
if( isDebug ) { Logger.getRootLogger.setLevel(Level.DEBUG) }
val TABLE_SCHEMA = List('key, 'salted, 'unsalted)
val prefix = "0123456789"
val quorum = args("quorum")
val sttKey = "0000001728"
val stpKey = "0000003725"
val sttKeyP = "8_0000001728"
val stpKeyP = "5_0000003725"
val listKey = List("0000001681", "0000001456")
val listKeyP = List("0_0000001681", "6_0000001456")
val noSttKey = "999999999990"
val noStpKey = "999999999999"
val noSttKeyP = "9_999999999990"
val noStpKeyP = "9_999999999999"
val noListKey = List("000000123456", "000006543210")
val noListKeyP = List("6_000000123456", "0_000006543210")
val splitType = if(args.getOrElse("regional", "true").toBoolean) SplitType.REGIONAL else SplitType.GRANULAR
val testName01 = "Scan All with NO useSalt"
val list01 = (00000 to 99999).toList.map(x => ("" + (x%10) + "_" + "%010d".format(x), "" + (x%10) + "_" + "%010d".format(x), "%010d".format(x)))
val hbase01 = new HBaseSource( "_TEST.SALT.01", quorum, 'key,
TABLE_SCHEMA.tail.map((x: Symbol) => "data"),
TABLE_SCHEMA.tail.map((x: Symbol) => new Fields(x.name)),
sourceMode = SourceMode.SCAN_ALL,
inputSplitType = splitType ).read
.fromBytesWritable( TABLE_SCHEMA )
.map(('key, 'salted, 'unsalted) -> 'testData) {x: (String, String, String) => List(x._1, x._2, x._3)}
.project('testData)
.write(TextLine("saltTesting/ScanAllNoSalt01"))
.groupAll(group => group.toList[List[List[String]]]('testData -> 'testData))
val testName02 = "Scan All with useSalt=true"
val hbase02 = new HBaseSource( "_TEST.SALT.01", quorum, 'key,
TABLE_SCHEMA.tail.map((x: Symbol) => "data"),
TABLE_SCHEMA.tail.map((x: Symbol) => new Fields(x.name)),
sourceMode = SourceMode.SCAN_ALL, useSalt = true,
inputSplitType = splitType).read
.fromBytesWritable( TABLE_SCHEMA )
.map(('key, 'salted, 'unsalted) -> 'testData) {x: (String, String, String) => List(x._1, x._2, x._3)}
.project('testData)
.write(TextLine("saltTesting/ScanAllPlusSalt01"))
.groupAll(group => group.toList[List[List[String]]]('testData -> 'testData))
val testName03 = "Scan Range with NO useSalt"
val list03 = (sttKey.toInt to stpKey.toInt).toList.map(x => ("" + (x%10) + "_" + "%010d".format(x), "" + (x%10) + "_" + "%010d".format(x), "%010d".format(x)))
val hbase03 = new HBaseSource( "_TEST.SALT.01", quorum, 'key,
TABLE_SCHEMA.tail.map((x: Symbol) => "data"),
TABLE_SCHEMA.tail.map((x: Symbol) => new Fields(x.name)),
sourceMode = SourceMode.SCAN_RANGE, startKey = sttKey, stopKey = stpKey, useSalt = true, prefixList = prefix,
inputSplitType = splitType).read
.fromBytesWritable(TABLE_SCHEMA )
.map(('key, 'salted, 'unsalted) -> 'testData) {x: (String, String, String) => List(x._1, x._2, x._3)}
.project('testData)
.write(TextLine("saltTesting/ScanRangePlusSalt01"))
.groupAll(group => group.toList[List[List[String]]]('testData -> 'testData))
val testName04 = "Scan Range with useSalt=true"
val hbase04 = new HBaseSource( "_TEST.SALT.01", quorum, 'key,
TABLE_SCHEMA.tail.map((x: Symbol) => "data"),
TABLE_SCHEMA.tail.map((x: Symbol) => new Fields(x.name)),
sourceMode = SourceMode.SCAN_RANGE, startKey = sttKeyP, stopKey = stpKeyP,
inputSplitType = splitType).read
.fromBytesWritable(TABLE_SCHEMA )
.map(('key, 'salted, 'unsalted) -> 'testData) {x: (String, String, String) => List(x._1, x._2, x._3)}
.project('testData)
.write(TextLine("saltTesting/ScanRangeNoSalt01"))
.groupAll(group => group.toList[List[List[String]]]('testData -> 'testData))
val testName05 = "Get List with NO useSalt"
val list05 = listKey.map(x => x.toInt).map(x => ("" + (x%10) + "_" + "%010d".format(x), "" + (x%10) + "_" + "%010d".format(x), "%010d".format(x)))
val hbase05 = new HBaseSource( "_TEST.SALT.01", quorum, 'key,
TABLE_SCHEMA.tail.map((x: Symbol) => "data"),
TABLE_SCHEMA.tail.map((x: Symbol) => new Fields(x.name)),
sourceMode = SourceMode.GET_LIST, keyList = listKey, useSalt = true,
inputSplitType = splitType).read
.fromBytesWritable(TABLE_SCHEMA )
.map(('key, 'salted, 'unsalted) -> 'testData) {x: (String, String, String) => List(x._1, x._2, x._3)}
.project('testData)
.write(TextLine("saltTesting/GetListPlusSalt01"))
.groupAll(group => group.toList[List[List[String]]]('testData -> 'testData))
val testName06 = "Get List with useSalt=true"
val hbase06 = new HBaseSource( "_TEST.SALT.01", quorum, 'key,
TABLE_SCHEMA.tail.map((x: Symbol) => "data"),
TABLE_SCHEMA.tail.map((x: Symbol) => new Fields(x.name)),
sourceMode = SourceMode.GET_LIST, keyList = listKeyP,
inputSplitType = splitType).read
.fromBytesWritable(TABLE_SCHEMA )
.map(('key, 'salted, 'unsalted) -> 'testData) {x: (String, String, String) => List(x._1, x._2, x._3)}
.project('testData)
.write(TextLine("saltTesting/GetListNoSalt01"))
.groupAll(group => group.toList[List[List[String]]]('testData -> 'testData))
val testName08 = "Scan Range NO RESULTS"
val hbase08 = new HBaseSource( "_TEST.SALT.01", quorum, 'key,
TABLE_SCHEMA.tail.map((x: Symbol) => "data"),
TABLE_SCHEMA.tail.map((x: Symbol) => new Fields(x.name)),
sourceMode = SourceMode.SCAN_RANGE, startKey = noSttKey, stopKey = noStpKey, useSalt = true, prefixList = prefix,
inputSplitType = splitType).read
.fromBytesWritable(TABLE_SCHEMA )
.map(('key, 'salted, 'unsalted) -> 'testData) {x: (String, String, String) => List(x._1, x._2, x._3)}
.project('testData)
.write(TextLine("saltTesting/ScanRangePlusSaltNoRes01"))
.groupAll(group => group.toList[List[List[String]]]('testData -> 'testData))
val testName09 = "Scan Range NO RESULT with useSalt=true"
val hbase09 = new HBaseSource( "_TEST.SALT.01", quorum, 'key,
TABLE_SCHEMA.tail.map((x: Symbol) => "data"),
TABLE_SCHEMA.tail.map((x: Symbol) => new Fields(x.name)),
sourceMode = SourceMode.SCAN_RANGE, startKey = noSttKeyP, stopKey = noStpKeyP,
inputSplitType = splitType).read
.fromBytesWritable(TABLE_SCHEMA )
.map(('key, 'salted, 'unsalted) -> 'testData) {x: (String, String, String) => List(x._1, x._2, x._3)}
.project('testData)
.write(TextLine("saltTesting/ScanRangeNoSaltNoRes01"))
.groupAll(group => group.toList[List[List[String]]]('testData -> 'testData))
val testName10 = "Get List NO RESULT"
val hbase10 = new HBaseSource( "_TEST.SALT.01", quorum, 'key,
TABLE_SCHEMA.tail.map((x: Symbol) => "data"),
TABLE_SCHEMA.tail.map((x: Symbol) => new Fields(x.name)),
sourceMode = SourceMode.GET_LIST, keyList = noListKey, useSalt = true,
inputSplitType = splitType).read
.fromBytesWritable(TABLE_SCHEMA )
.map(('key, 'salted, 'unsalted) -> 'testData) {x: (String, String, String) => List(x._1, x._2, x._3)}
.project('testData)
.write(TextLine("saltTesting/GetListPlusSaltNoRes01"))
.groupAll(group => group.toList[List[List[String]]]('testData -> 'testData))
val testName11 = "Get List NO RESULT with useSalt=true"
val hbase11 = new HBaseSource( "_TEST.SALT.01", quorum, 'key,
TABLE_SCHEMA.tail.map((x: Symbol) => "data"),
TABLE_SCHEMA.tail.map((x: Symbol) => new Fields(x.name)),
sourceMode = SourceMode.GET_LIST, keyList = noListKeyP,
inputSplitType = splitType).read
.fromBytesWritable(TABLE_SCHEMA )
.map(('key, 'salted, 'unsalted) -> 'testData) {x: (String, String, String) => List(x._1, x._2, x._3)}
.project('testData)
.write(TextLine("saltTesting/GetListNoSaltNoRes01"))
.groupAll(group => group.toList[List[List[String]]]('testData -> 'testData))
// (
//// getTestResultPipe(getExpectedPipe(list01), hbase01, testName01) ++
//// getTestResultPipe(getExpectedPipe(list01), hbase02, testName02) ++
// getTestResultPipe(getExpectedPipe(list03), hbase03, testName03) ++
// getTestResultPipe(getExpectedPipe(list03), hbase04, testName03) ++
// getTestResultPipe(getExpectedPipe(list05), hbase05, testName05) ++
// getTestResultPipe(getExpectedPipe(list05), hbase06, testName06) ++
// assertPipeIsEmpty(hbase08, testName08) ++
// assertPipeIsEmpty(hbase09, testName09) ++
// assertPipeIsEmpty(hbase10, testName10) ++
// assertPipeIsEmpty(hbase11, testName11)
// ).groupAll { group =>
// group.sortBy('testName)
// }
// .write(Tsv("saltTesting/FinalTestResults"))
/**
* We assume the pipe is empty
*
* We concatenate with a header - if the resulting size is 1
* then the original size was 0 - then the pipe was empty :)
*
* The result is then returned in a Pipe
*/
def assertPipeIsEmpty ( hbasePipe : Pipe , testName:String) : Pipe = {
val headerPipe = IterableSource(List(testName), 'testData)
val concatenation = ( hbasePipe ++ headerPipe ).groupAll{ group =>
group.size('size)
}
.project('size)
val result =
concatenation
.mapTo('size -> ('testName, 'result, 'expectedData, 'testData)) { x:String => {
if (x == "1") {
(testName, "Success", "", "")
} else {
(testName, "Test Failed", "", "")
}
}
}
result
}
/**
* Methods receives 2 pipes - and projects the results of testing
*
* expectedPipe should have a column 'expecteddata
* realHBasePipe should have a column 'hbasedata
*/
def getTestResultPipe ( expectedPipe:Pipe , realHBasePipe:Pipe, testName: String ): Pipe = {
val results = expectedPipe.insert('testName , testName)
.joinWithTiny('testName -> 'testName, realHBasePipe.insert('testName , testName))
.map(('expectedData, 'testData)->'result) { x:(String,String) =>
if (x._1.equals(x._2))
"Success"
else
"Test Failed"
}
.project('testName, 'result, 'expectedData, 'testData)
results
}
/**
*
*/
def getExpectedPipe ( expectedList: List[(String,String, String)]) : Pipe = {
IterableSource(expectedList, TABLE_SCHEMA)
.map(('key, 'salted, 'unsalted) -> 'expectedData) {x: (String, String, String) => List(x._1, x._2, x._3)}
.project('expectedData)
.groupAll(group => group.toList[List[List[String]]]('expectedData -> 'expectedData))
}
}
class HBaseSaltTestShutdown (args: Args) extends JobBase(args) with HBasePipeConversions {
val isDebug = args.getOrElse("debug", "false").toBoolean
if( isDebug ) { Logger.getRootLogger.setLevel(Level.DEBUG) }
val TABLE_SCHEMA = List('key, 'salted, 'unsalted)
val prefix = "0123456789"
val quorum = args("quorum")
val stt = args("start.value").toInt
val stp = args("stop.value").toInt
delRanges(stt, stp)
def delRanges(stt: Int, stp: Int) {
val inVals = (stt to stp).toList.map(x => ("" + (x%10) + "_" + "%010d".format(x), "" + (x%10) + "_" + "%010d".format(x), "%010d".format(x)))
def toIBW(pipe: Pipe, f: Fields): Pipe = {
asList(f)
.foldLeft(pipe){ (p, f) => {
p.map(f.toString -> f.toString){ from: String =>
Option(from).map(x => new ImmutableBytesWritable(Bytes.toBytes(x))).getOrElse(null)
}}
}
}
val input = IterableSource(inVals, TABLE_SCHEMA).read
val eraser = toIBW(input, TABLE_SCHEMA)
.write(new HBaseSource( "_TEST.SALT.01", quorum, 'key,
TABLE_SCHEMA.tail.map((x: Symbol) => "data"),
TABLE_SCHEMA.tail.map((x: Symbol) => new Fields(x.name)), sinkMode = SinkMode.REPLACE ))
}
}
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