diff options
Diffstat (limited to 'scalding/src')
| -rw-r--r-- | scalding/src/main/scala/sandcrawler/CdxBackfillJob.scala | 173 | ||||
| -rw-r--r-- | scalding/src/test/scala/sandcrawler/CdxBackfillJob.scala | 117 |
2 files changed, 0 insertions, 290 deletions
diff --git a/scalding/src/main/scala/sandcrawler/CdxBackfillJob.scala b/scalding/src/main/scala/sandcrawler/CdxBackfillJob.scala deleted file mode 100644 index 0251e07..0000000 --- a/scalding/src/main/scala/sandcrawler/CdxBackfillJob.scala +++ /dev/null @@ -1,173 +0,0 @@ -package sandcrawler - -import cascading.property.AppProps -import cascading.tuple.Fields -import cascading.pipe.joiner._ -import com.twitter.scalding._ -import com.twitter.scalding.typed.TDsl._ -import java.util.Properties -import cascading.tap.SinkMode -import parallelai.spyglass.base.JobBase -import parallelai.spyglass.hbase.HBaseConstants.SourceMode -import parallelai.spyglass.hbase.{HBaseSource, HBasePipeConversions} - -// Type that represents a raw parsed CDX line -case class CdxLine(surt: String, - datetime: String, - url: String, - mime: String, - http_status: String, - sha1: String, - c_size: String, - offset: String, - warc: String) - - -/** - * CDX backfill: - * 1. parse CDX (all columns) - * 2. filter CDX (pdf, HTTP 200, etc) - * 3. source HBase (key column only) - * 4. left join CDX to HBase - * 5. filter to only those with null HBase key column - * 6. convert CDX fields to HBase columns - * 7. sink results to HBase - * - * TODO: I really mixed the Scalding "field-base" and "type-based" APIs here. - * Should decide on a best practice. - */ -class CdxBackfillJob(args: Args) extends JobBase(args) with HBasePipeConversions { - - import CdxBackfillJob._ - - val hbaseSource = getHBaseSource(args("hbase-table"), args("zookeeper-hosts")) - val hbaseSink = getHBaseSink(args("hbase-table"), args("zookeeper-hosts")) - - // Parse CDX lines from text file to typed pipe - val lines : TypedPipe[String] = TypedPipe.from(TextLine(args("cdx-input-path"))) - val cdxLines : TypedPipe[CdxLine] = lines - .filter { isCdxLine } - .map { lineToCdxLine } - .filter { CdxBackfillJob.keepCdx(_) } - - val cdxRows : TypedPipe[(String, String, String, String)] = cdxLines - .map { CdxBackfillJob.cdxLineToRow } - - val existingKeys : TypedPipe[String] = hbaseSource - .read - .toTypedPipe[String]('key) - - // filters out all the lines that have an existing SHA1 key in HBase - // the groupBy statements are to select key values to join on - val newRows : TypedPipe[(String, String, String, String)] = existingKeys - .groupBy( identity ) - .rightJoin(cdxRows.groupBy(_._1)) - .toTypedPipe - .debug - .collect { case (_, (None, row)) => row } - .debug - - // convert to tuple form and write out into HBase - newRows - .toPipe('key, 'c, 'cdx, 'mime) - .toBytesWritable( new Fields("key", "c", "cdx", "mime") ) - .write(hbaseSink) - - // XXX: - //.toPipe("all") - //.mapTo('all -> ('key, 'c, 'cdx, 'mime)) { x : (String, String, String, String) => x } - -} - -object CdxBackfillJob { - - def getHBaseSource(hbase_table: String, zookeeper_hosts: String) : HBaseSource = { - return HBaseBuilder.build( - hbase_table, - zookeeper_hosts, - List("file:size"), // not actually needed - SourceMode.SCAN_ALL) - } - - def getHBaseSink(hbase_table: String, zookeeper_hosts: String) : HBaseSource = { - return HBaseBuilder.buildSink( - hbase_table, - zookeeper_hosts, - List("f:c", "file:cdx", "file:mime"), - SinkMode.UPDATE) - } - - def normalizeMime(raw: String) : String = { - - val NORMAL_MIME = List("application/pdf", - "application/postscript", - "text/html", - "text/xml") - - val lower = raw.toLowerCase() - NORMAL_MIME.foreach(norm => - if (lower.startsWith(norm)) { - return norm - } - ) - - // Common special cases - if (lower.startsWith("application/xml")) { - return "text/xml" - } - if (lower.startsWith("application/x-pdf")) { - return "application/pdf" - } - return lower - - } - - def isCdxLine(line: String) : Boolean = { - // malformated or non-CDX11 lines - !(line.startsWith("#") || line.startsWith(" ") || line.startsWith("filedesc") || - line.split(" ").size != 11) - } - - def keepCdx(line: CdxLine) : Boolean = { - // TODO: sha1.isalnum() and c_size.isdigit() and offset.isdigit() and dt.isdigit() - if (line.http_status != "200" || line.sha1.size != 32) { - return false - } - // TODO: '-' in (line.surt, line.datetime, line.url, line.mime, line.c_size, line.offset, line.warc) - return true - } - - // Returns (key, f:c, file:cdx, file:mime), all as strings, which is close to - // how they will be inserted into HBase - def cdxLineToRow(line: CdxLine) : (String, String, String, String) = { - - val key = "sha1:" + line.sha1 - - val warcFile = line.warc.split('/')(1) - - // Read CDX-style datetime and conver to ISO 8601 with second resolution - val dtFormat = new java.text.SimpleDateFormat("yyyyMMddHHmmss") - val isoFormat = new java.text.SimpleDateFormat("yyyy-MM-dd'T'HH:mm:ss'Z'") - // TODO: timezones? UTC to UTC, so I don't think so. - val dtIso = isoFormat.format(dtFormat.parse(line.datetime)) - - // warc_file = warc.split('/')[-1] - // dt_iso = datetime.strptime(dt, "%Y%m%d%H%M%S").isoformat() - // f:c = dict(u=url, d=dt_iso, f=warc_file, o=int(offset), c=1) - - // This is the "f:c" field. 'i' intentionally not set - val heritrixInfo = "" - - // file:cdx = dict(surt=surt, dt=dt, url=url, c_size=int(c_size), - // offset=int(offset), warc=warc) - val fileCdx = "" - (key, heritrixInfo, fileCdx, line.mime) - } - - def lineToCdxLine(line: String) : CdxLine = { - val raw = line.split("\\s+") - // surt, datetime, url, mime, http_status, sha1, SKIP, SKIP, c_size, offset, warc - CdxLine(raw(0), raw(1), raw(2), raw(3), raw(4), raw(5), raw(8), raw(9), raw(10)) - } - -} diff --git a/scalding/src/test/scala/sandcrawler/CdxBackfillJob.scala b/scalding/src/test/scala/sandcrawler/CdxBackfillJob.scala deleted file mode 100644 index de94494..0000000 --- a/scalding/src/test/scala/sandcrawler/CdxBackfillJob.scala +++ /dev/null @@ -1,117 +0,0 @@ - -package sandcrawler - -import org.scalatest._ -import cascading.tuple.{Tuple, Fields} -import com.twitter.scalding.{JobTest, Tsv, TypedTsv, TupleConversions, TextLine} -import org.apache.hadoop.hbase.io.ImmutableBytesWritable -import org.apache.hadoop.hbase.util.Bytes -import org.junit.runner.RunWith -import org.scalatest.FunSpec -import org.scalatest.junit.JUnitRunner -import org.slf4j.LoggerFactory -import parallelai.spyglass.hbase.HBaseSource -import parallelai.spyglass.hbase.HBaseConstants.SourceMode - -class CdxBackfillTest extends FlatSpec with Matchers { - - import CdxBackfillJob._ - - it should "normalize mimetypes" in { - assert(CdxBackfillJob.normalizeMime("asdf") === "asdf") - assert(CdxBackfillJob.normalizeMime("application/pdf") === "application/pdf") - assert(CdxBackfillJob.normalizeMime("application/pdf+journal") === "application/pdf") - assert(CdxBackfillJob.normalizeMime("Application/PDF") === "application/pdf") - assert(CdxBackfillJob.normalizeMime("application/p") === "application/p") - assert(CdxBackfillJob.normalizeMime("application/xml+stuff") === "text/xml") - assert(CdxBackfillJob.normalizeMime("application/x-pdf") === "application/pdf") - assert(CdxBackfillJob.normalizeMime("application/x-html") === "application/x-html") - } - - it should "filter CDX lines" in { - assert(true === keepCdx(lineToCdxLine( - "edu,upenn,ldc)/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf 20170828233154 https://www.ldc.upenn.edu/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf application/pdf 200 WL3FEA62TEU4F52Y5DOVQ62VET4QJW7G - - 210251 931661233 SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828231135742-00000-00009-wbgrp-svc284/SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828232253025-00005-3480~wbgrp-svc284.us.archive.org~8443.warc.gz"))) - // redirect - assert(false === keepCdx(lineToCdxLine( - "edu,upenn,ldc)/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf 20170828233154 https://www.ldc.upenn.edu/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf application/pdf 301 WL3FEA62TEU4F52Y5DOVQ62VET4QJW7G - - 210251 931661233 SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828231135742-00000-00009-wbgrp-svc284/SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828232253025-00005-3480~wbgrp-svc284.us.archive.org~8443.warc.gz"))) - } - - it should "know what CDX lines are" in { - assert(true === isCdxLine( - "edu,upenn,ldc)/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf 20170828233154 https://www.ldc.upenn.edu/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf application/pdf 200 WL3FEA62TEU4F52Y5DOVQ62VET4QJW7G - - 210251 931661233 SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828231135742-00000-00009-wbgrp-svc284/SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828232253025-00005-3480~wbgrp-svc284.us.archive.org~8443.warc.gz")) - assert(false === isCdxLine("")) - assert(false === isCdxLine( - " edu,upenn,ldc)/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf 20170828233154 https://www.ldc.upenn.edu/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf application/pdf 200 WL3FEA62TEU4F52Y5DOVQ62VET4QJW7G - - 210251 931661233 SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828231135742-00000-00009-wbgrp-svc284/SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828232253025-00005-3480~wbgrp-svc284.us.archive.org~8443.warc.gz")) - assert(false === isCdxLine( - "#edu,upenn,ldc)/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf 20170828233154 https://www.ldc.upenn.edu/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf application/pdf 200 WL3FEA62TEU4F52Y5DOVQ62VET4QJW7G - - 210251 931661233 SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828231135742-00000-00009-wbgrp-svc284/SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828232253025-00005-3480~wbgrp-svc284.us.archive.org~8443.warc.gz")) - // missing two fields - assert(false === isCdxLine( - "edu,upenn,ldc)/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf 20170828233154 https://www.ldc.upenn.edu/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf application/pdf 200 WL3FEA62TEU4F52Y5DOVQ62VET4QJW7G 210251 931661233 SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828231135742-00000-00009-wbgrp-svc284/SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828232253025-00005-3480~wbgrp-svc284.us.archive.org~8443.warc.gz")) - // extra field - assert(false === isCdxLine( - "edu,upenn,ldc)/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf 20170828233154 https://www.ldc.upenn.edu/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf application/pdf 200 WL3FEA62TEU4F52Y5DOVQ62VET4QJW7G - - 210251 931661233 SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828231135742-00000-00009-wbgrp-svc284/SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828232253025-00005-3480~wbgrp-svc284.us.archive.org~8443.warc.gz -")) - } - - it should "execute lineToRow" in { - cdxLineToRow(lineToCdxLine( - "edu,upenn,ldc)/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf 20170828233154 https://www.ldc.upenn.edu/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf application/pdf 200 WL3FEA62TEU4F52Y5DOVQ62VET4QJW7G - - 210251 931661233 SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828231135742-00000-00009-wbgrp-svc284/SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828232253025-00005-3480~wbgrp-svc284.us.archive.org~8443.warc.gz")) - } - -} - -@RunWith(classOf[JUnitRunner]) -class CdxBackfillJobTest extends FunSpec with TupleConversions { - - val output = "/tmp/testOutput" - val (testTable, testHost, testCdxFile) = ("test-table", "dummy-host:2181", "test_file.cdx") - - val log = LoggerFactory.getLogger(this.getClass.getName) - - val dummySizeBytes = Bytes.toBytes(100) - - val sampleData = List( - List(Bytes.toBytes("sha1:K2DKSSVTXWPRMFDTWSTCQW3RVWRIOV3Q"), dummySizeBytes), - List(Bytes.toBytes("sha1:C3YNNEGH5WAG5ZAAXWAEBNXJWT6CZ3WU"), dummySizeBytes), - List(Bytes.toBytes("sha1:SDKUVHC3YNNEGH5WAG5ZAAXWAEBNX4WT"), dummySizeBytes), - List(Bytes.toBytes("sha1:095893C3YNNEGH5WAG5ZAAXWAEBNXJWT"), dummySizeBytes) - ) - val sampleCdxLines = List( - // clean line - "edu,upenn,ldc)/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf 20170828233154 https://www.ldc.upenn.edu/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf application/pdf 200 WL3FEA62TEU4F52Y5DOVQ62VET4QJW7G - - 210251 931661233 SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828231135742-00000-00009-wbgrp-svc284/SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828232253025-00005-3480~wbgrp-svc284.us.archive.org~8443.warc.gz", - // has existing SHA1 - "edu,upenn,ldc)/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf 20170828233154 https://www.ldc.upenn.edu/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf application/pdf 200 C3YNNEGH5WAG5ZAAXWAEBNXJWT6CZ3WU - - 210251 931661233 SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828231135742-00000-00009-wbgrp-svc284/SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828232253025-00005-3480~wbgrp-svc284.us.archive.org~8443.warc.gz", - // HTTP status code - "edu,upenn,ldc)/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf 20170828233154 https://www.ldc.upenn.edu/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf application/pdf 301 WL3FEA62TEU4F52Y5DOVQ62VET4QJW7G - - 210251 931661233 SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828231135742-00000-00009-wbgrp-svc284/SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828232253025-00005-3480~wbgrp-svc284.us.archive.org~8443.warc.gz", - // not CDX (prefixed with hash) - "#edu,upenn,ldc)/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf 20170828233154 https://www.ldc.upenn.edu/sites/www.ldc.upenn.edu/files/medar2009-large-arabic-broadcast-collection.pdf application/pdf 200 WL3FEA62TEU4F52Y5DOVQ62VET4QJW7G - - 210251 931661233 SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828231135742-00000-00009-wbgrp-svc284/SEMSCHOLAR-PDF-CRAWL-2017-08-04-20170828232253025-00005-3480~wbgrp-svc284.us.archive.org~8443.warc.gz" - ) - - JobTest("sandcrawler.CdxBackfillJob") - .arg("test", "") - .arg("app.conf.path", "app.conf") - .arg("output", output) - .arg("hbase-table", testTable) - .arg("zookeeper-hosts", testHost) - .arg("cdx-input-path", testCdxFile) - .arg("debug", "true") - .source[Tuple](CdxBackfillJob.getHBaseSource(testTable, testHost), - sampleData.map(l => new Tuple(l.map(s => {new ImmutableBytesWritable(s)}):_*))) - .source[String](TextLine(testCdxFile), sampleCdxLines) - .sink[Tuple](CdxBackfillJob.getHBaseSink(testTable, testHost)) { - outputBuffer => - - it("should return a 1-element list (after join).") { - // XXX: - assert(outputBuffer.size === 1) - } - - // Convert List[Tuple] to Map[Long, Long]. - val counts = outputBuffer.map(t => (t.getLong(0), t.getLong(1))).toMap - it("should have the appropriate number of each status type") { - // XXX: - assert(counts(1) == 3) - } - } - .run - .finish -} |