| /** |
| * Licensed to the Apache Software Foundation (ASF) under one |
| * or more contributor license agreements. See the NOTICE file |
| * distributed with this work for additional information |
| * regarding copyright ownership. The ASF licenses this file |
| * to you under the Apache License, Version 2.0 (the |
| * "License"); you may not use this file except in compliance |
| * with the License. You may obtain a copy of the License at |
| * |
| * http://www.apache.org/licenses/LICENSE-2.0 |
| * |
| * Unless required by applicable law or agreed to in writing, software |
| * distributed under the License is distributed on an "AS IS" BASIS, |
| * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| * See the License for the specific language governing permissions and |
| * limitations under the License. |
| */ |
| |
| package org.apache.hadoop.mapreduce; |
| |
| import java.io.DataInput; |
| import java.io.DataOutput; |
| import java.io.IOException; |
| import java.util.ArrayList; |
| import java.util.Date; |
| import java.util.List; |
| import java.util.Random; |
| import java.util.Stack; |
| |
| import org.apache.hadoop.conf.Configuration; |
| import org.apache.hadoop.conf.Configured; |
| import org.apache.hadoop.examples.RandomTextWriter; |
| import org.apache.hadoop.fs.FileStatus; |
| import org.apache.hadoop.fs.FileSystem; |
| import org.apache.hadoop.fs.Path; |
| import org.apache.hadoop.io.LongWritable; |
| import org.apache.hadoop.io.SequenceFile; |
| import org.apache.hadoop.io.Text; |
| import org.apache.hadoop.io.Writable; |
| import org.apache.hadoop.io.WritableComparable; |
| import org.apache.hadoop.io.WritableUtils; |
| import org.apache.hadoop.mapred.ClusterStatus; |
| import org.apache.hadoop.mapred.JobClient; |
| import org.apache.hadoop.mapreduce.lib.input.FileInputFormat; |
| import org.apache.hadoop.mapreduce.lib.input.FileSplit; |
| import org.apache.hadoop.mapreduce.lib.input.SequenceFileInputFormat; |
| import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat; |
| import org.apache.hadoop.mapreduce.lib.output.NullOutputFormat; |
| import org.apache.hadoop.util.GenericOptionsParser; |
| import org.apache.hadoop.util.ReflectionUtils; |
| import org.apache.hadoop.util.Tool; |
| import org.apache.hadoop.util.ToolRunner; |
| |
| public class GenericMRLoadGenerator extends Configured implements Tool { |
| public static String MAP_PRESERVE_PERCENT = |
| "mapreduce.loadgen.sort.map.preserve.percent"; |
| public static String REDUCE_PRESERVE_PERCENT = |
| "mapreduce.loadgen.sort.reduce.preserve.percent"; |
| public static String INDIRECT_INPUT_FORMAT = |
| "mapreduce.loadgen.indirect.input.format"; |
| public static String INDIRECT_INPUT_FILE = |
| "mapreduce.loadgen.indirect.input.file"; |
| |
| protected static int printUsage() { |
| System.err.println( |
| "Usage: [-m <maps>] [-r <reduces>]\n" + |
| " [-keepmap <percent>] [-keepred <percent>]\n" + |
| " [-indir <path>] [-outdir <path]\n" + |
| " [-inFormat[Indirect] <InputFormat>] [-outFormat <OutputFormat>]\n" + |
| " [-outKey <WritableComparable>] [-outValue <Writable>]\n"); |
| GenericOptionsParser.printGenericCommandUsage(System.err); |
| return -1; |
| } |
| |
| |
| /** |
| * Configure a job given argv. |
| */ |
| public static boolean parseArgs(String[] argv, Job job) throws IOException { |
| if (argv.length < 1) { |
| return 0 == printUsage(); |
| } |
| for(int i=0; i < argv.length; ++i) { |
| if (argv.length == i + 1) { |
| System.out.println("ERROR: Required parameter missing from " + |
| argv[i]); |
| return 0 == printUsage(); |
| } |
| try { |
| if ("-r".equals(argv[i])) { |
| job.setNumReduceTasks(Integer.parseInt(argv[++i])); |
| } else if ("-inFormat".equals(argv[i])) { |
| job.setInputFormatClass( |
| Class.forName(argv[++i]).asSubclass(InputFormat.class)); |
| } else if ("-outFormat".equals(argv[i])) { |
| job.setOutputFormatClass( |
| Class.forName(argv[++i]).asSubclass(OutputFormat.class)); |
| } else if ("-outKey".equals(argv[i])) { |
| job.setOutputKeyClass( |
| Class.forName(argv[++i]).asSubclass(WritableComparable.class)); |
| } else if ("-outValue".equals(argv[i])) { |
| job.setOutputValueClass( |
| Class.forName(argv[++i]).asSubclass(Writable.class)); |
| } else if ("-keepmap".equals(argv[i])) { |
| job.getConfiguration().set(MAP_PRESERVE_PERCENT, argv[++i]); |
| } else if ("-keepred".equals(argv[i])) { |
| job.getConfiguration().set(REDUCE_PRESERVE_PERCENT, argv[++i]); |
| } else if ("-outdir".equals(argv[i])) { |
| FileOutputFormat.setOutputPath(job, new Path(argv[++i])); |
| } else if ("-indir".equals(argv[i])) { |
| FileInputFormat.addInputPaths(job, argv[++i]); |
| } else if ("-inFormatIndirect".equals(argv[i])) { |
| job.getConfiguration().setClass(INDIRECT_INPUT_FORMAT, |
| Class.forName(argv[++i]).asSubclass(InputFormat.class), |
| InputFormat.class); |
| job.setInputFormatClass(IndirectInputFormat.class); |
| } else { |
| System.out.println("Unexpected argument: " + argv[i]); |
| return 0 == printUsage(); |
| } |
| } catch (NumberFormatException except) { |
| System.out.println("ERROR: Integer expected instead of " + argv[i]); |
| return 0 == printUsage(); |
| } catch (Exception e) { |
| throw (IOException)new IOException().initCause(e); |
| } |
| } |
| return true; |
| } |
| |
| public int run(String [] argv) throws Exception { |
| Job job = new Job(getConf()); |
| job.setJarByClass(GenericMRLoadGenerator.class); |
| job.setMapperClass(SampleMapper.class); |
| job.setReducerClass(SampleReducer.class); |
| if (!parseArgs(argv, job)) { |
| return -1; |
| } |
| |
| Configuration conf = job.getConfiguration(); |
| if (null == FileOutputFormat.getOutputPath(job)) { |
| // No output dir? No writes |
| job.setOutputFormatClass(NullOutputFormat.class); |
| } |
| |
| if (0 == FileInputFormat.getInputPaths(job).length) { |
| // No input dir? Generate random data |
| System.err.println("No input path; ignoring InputFormat"); |
| confRandom(job); |
| } else if (null != conf.getClass(INDIRECT_INPUT_FORMAT, null)) { |
| // specified IndirectInputFormat? Build src list |
| JobClient jClient = new JobClient(conf); |
| Path tmpDir = new Path("/tmp"); |
| Random r = new Random(); |
| Path indirInputFile = new Path(tmpDir, |
| Integer.toString(r.nextInt(Integer.MAX_VALUE), 36) + "_files"); |
| conf.set(INDIRECT_INPUT_FILE, indirInputFile.toString()); |
| SequenceFile.Writer writer = SequenceFile.createWriter( |
| tmpDir.getFileSystem(conf), conf, indirInputFile, |
| LongWritable.class, Text.class, |
| SequenceFile.CompressionType.NONE); |
| try { |
| for (Path p : FileInputFormat.getInputPaths(job)) { |
| FileSystem fs = p.getFileSystem(conf); |
| Stack<Path> pathstack = new Stack<Path>(); |
| pathstack.push(p); |
| while (!pathstack.empty()) { |
| for (FileStatus stat : fs.listStatus(pathstack.pop())) { |
| if (stat.isDir()) { |
| if (!stat.getPath().getName().startsWith("_")) { |
| pathstack.push(stat.getPath()); |
| } |
| } else { |
| writer.sync(); |
| writer.append(new LongWritable(stat.getLen()), |
| new Text(stat.getPath().toUri().toString())); |
| } |
| } |
| } |
| } |
| } finally { |
| writer.close(); |
| } |
| } |
| |
| Date startTime = new Date(); |
| System.out.println("Job started: " + startTime); |
| int ret = job.waitForCompletion(true) ? 0 : 1; |
| Date endTime = new Date(); |
| System.out.println("Job ended: " + endTime); |
| System.out.println("The job took " + |
| (endTime.getTime() - startTime.getTime()) /1000 + |
| " seconds."); |
| |
| return ret; |
| } |
| |
| /** |
| * Main driver/hook into ToolRunner. |
| */ |
| public static void main(String[] argv) throws Exception { |
| int res = |
| ToolRunner.run(new Configuration(), new GenericMRLoadGenerator(), argv); |
| System.exit(res); |
| } |
| |
| static class RandomInputFormat extends InputFormat<Text, Text> { |
| |
| public List<InputSplit> getSplits(JobContext job) { |
| int numSplits = job.getConfiguration().getInt(JobContext.NUM_MAPS, 1); |
| List<InputSplit> splits = new ArrayList<InputSplit>(); |
| for (int i = 0; i < numSplits; ++i) { |
| splits.add(new IndirectInputFormat.IndirectSplit( |
| new Path("ignore" + i), 1)); |
| } |
| return splits; |
| } |
| |
| public RecordReader<Text,Text> createRecordReader(InputSplit split, |
| TaskAttemptContext context) throws IOException { |
| final IndirectInputFormat.IndirectSplit clSplit = |
| (IndirectInputFormat.IndirectSplit)split; |
| return new RecordReader<Text,Text>() { |
| boolean once = true; |
| Text key = new Text(); |
| Text value = new Text(); |
| public boolean nextKeyValue() { |
| if (once) { |
| key.set(clSplit.getPath().toString()); |
| once = false; |
| return true; |
| } |
| return false; |
| } |
| public void initialize(InputSplit split, TaskAttemptContext context) |
| throws IOException, InterruptedException {} |
| public Text getCurrentKey() { return key; } |
| public Text getCurrentValue() { return value; } |
| public void close() { } |
| public float getProgress() { return 0.0f; } |
| }; |
| } |
| } |
| |
| static enum Counters { RECORDS_WRITTEN, BYTES_WRITTEN } |
| |
| static class RandomMapOutput extends Mapper<Text,Text,Text,Text> { |
| StringBuilder sentence = new StringBuilder(); |
| int keymin; |
| int keymax; |
| int valmin; |
| int valmax; |
| long bytesToWrite; |
| Random r = new Random(); |
| |
| private int generateSentence(Text t, int noWords) { |
| sentence.setLength(0); |
| --noWords; |
| for (int i = 0; i < noWords; ++i) { |
| sentence.append(words[r.nextInt(words.length)]); |
| sentence.append(" "); |
| } |
| if (noWords >= 0) sentence.append(words[r.nextInt(words.length)]); |
| t.set(sentence.toString()); |
| return sentence.length(); |
| } |
| |
| public void setup(Context context) { |
| Configuration conf = new Configuration(); |
| bytesToWrite = conf.getLong(RandomTextWriter.BYTES_PER_MAP, |
| 1*1024*1024*1024); |
| keymin = conf.getInt(RandomTextWriter.MIN_KEY, 5); |
| keymax = conf.getInt(RandomTextWriter.MAX_KEY, 10); |
| valmin = conf.getInt(RandomTextWriter.MIN_VALUE, 5); |
| valmax = conf.getInt(RandomTextWriter.MAX_VALUE, 10); |
| } |
| |
| public void map(Text key, Text val, Context context) |
| throws IOException, InterruptedException { |
| long acc = 0L; |
| long recs = 0; |
| final int keydiff = keymax - keymin; |
| final int valdiff = valmax - valmin; |
| for (long i = 0L; acc < bytesToWrite; ++i) { |
| int recacc = 0; |
| recacc += generateSentence(key, keymin + |
| (0 == keydiff ? 0 : r.nextInt(keydiff))); |
| recacc += generateSentence(val, valmin + |
| (0 == valdiff ? 0 : r.nextInt(valdiff))); |
| context.write(key, val); |
| ++recs; |
| acc += recacc; |
| context.getCounter(Counters.BYTES_WRITTEN).increment(recacc); |
| context.getCounter(Counters.RECORDS_WRITTEN).increment(1); |
| context.setStatus(acc + "/" + (bytesToWrite - acc) + " bytes"); |
| } |
| context.setStatus("Wrote " + recs + " records"); |
| } |
| |
| } |
| |
| /** |
| * When no input dir is specified, generate random data. |
| */ |
| protected static void confRandom(Job job) |
| throws IOException { |
| // from RandomWriter |
| job.setInputFormatClass(RandomInputFormat.class); |
| job.setMapperClass(RandomMapOutput.class); |
| |
| Configuration conf = job.getConfiguration(); |
| final ClusterStatus cluster = new JobClient(conf).getClusterStatus(); |
| int numMapsPerHost = conf.getInt(RandomTextWriter.MAPS_PER_HOST, 10); |
| long numBytesToWritePerMap = |
| conf.getLong(RandomTextWriter.BYTES_PER_MAP, 1*1024*1024*1024); |
| if (numBytesToWritePerMap == 0) { |
| throw new IOException( |
| "Cannot have " + RandomTextWriter.BYTES_PER_MAP + " set to 0"); |
| } |
| long totalBytesToWrite = conf.getLong(RandomTextWriter.TOTAL_BYTES, |
| numMapsPerHost * numBytesToWritePerMap * cluster.getTaskTrackers()); |
| int numMaps = (int)(totalBytesToWrite / numBytesToWritePerMap); |
| if (numMaps == 0 && totalBytesToWrite > 0) { |
| numMaps = 1; |
| conf.setLong(RandomTextWriter.BYTES_PER_MAP, totalBytesToWrite); |
| } |
| conf.setInt(JobContext.NUM_MAPS, numMaps); |
| } |
| |
| |
| // Sampling // |
| static abstract class SampleMapBase<K extends WritableComparable<?>, |
| V extends Writable> extends Mapper<K, V, K, V> { |
| |
| private long total; |
| private long kept = 0; |
| private float keep; |
| |
| public void setup(Context context) { |
| this.keep = context.getConfiguration(). |
| getFloat(MAP_PRESERVE_PERCENT, (float)100.0) / (float)100.0; |
| } |
| |
| protected void emit(K key, V val, Context context) |
| throws IOException, InterruptedException { |
| ++total; |
| while((float) kept / total < keep) { |
| ++kept; |
| context.write(key, val); |
| } |
| } |
| } |
| |
| static abstract class SampleReduceBase<K extends WritableComparable<?>, |
| V extends Writable> extends Reducer<K, V, K, V> { |
| private long total; |
| private long kept = 0; |
| private float keep; |
| |
| public void setup(Context context) { |
| this.keep = context.getConfiguration().getFloat( |
| REDUCE_PRESERVE_PERCENT, (float)100.0) / (float)100.0; |
| } |
| |
| protected void emit(K key, V val, Context context) |
| throws IOException, InterruptedException { |
| ++total; |
| while((float) kept / total < keep) { |
| ++kept; |
| context.write(key, val); |
| } |
| } |
| } |
| |
| public static class SampleMapper<K extends WritableComparable<?>, |
| V extends Writable> |
| extends SampleMapBase<K,V> { |
| |
| public void map(K key, V val, Context context) |
| throws IOException, InterruptedException { |
| emit(key, val, context); |
| } |
| |
| } |
| |
| public static class SampleReducer<K extends WritableComparable<?>, |
| V extends Writable> |
| extends SampleReduceBase<K,V> { |
| |
| public void reduce(K key, Iterable<V> values, Context context) |
| throws IOException, InterruptedException { |
| for (V value : values) { |
| emit(key, value, context); |
| } |
| } |
| |
| } |
| |
| // Indirect reads // |
| |
| /** |
| * Obscures the InputFormat and location information to simulate maps |
| * reading input from arbitrary locations ("indirect" reads). |
| */ |
| static class IndirectInputFormat<K, V> extends InputFormat<K, V> { |
| |
| static class IndirectSplit extends InputSplit { |
| Path file; |
| long len; |
| public IndirectSplit() { } |
| public IndirectSplit(Path file, long len) { |
| this.file = file; |
| this.len = len; |
| } |
| public Path getPath() { return file; } |
| public long getLength() { return len; } |
| public String[] getLocations() throws IOException { |
| return new String[]{}; |
| } |
| public void write(DataOutput out) throws IOException { |
| WritableUtils.writeString(out, file.toString()); |
| WritableUtils.writeVLong(out, len); |
| } |
| public void readFields(DataInput in) throws IOException { |
| file = new Path(WritableUtils.readString(in)); |
| len = WritableUtils.readVLong(in); |
| } |
| } |
| |
| public List<InputSplit> getSplits(JobContext job) |
| throws IOException { |
| |
| Configuration conf = job.getConfiguration(); |
| Path src = new Path(conf.get(INDIRECT_INPUT_FILE, null)); |
| FileSystem fs = src.getFileSystem(conf); |
| |
| List<InputSplit> splits = new ArrayList<InputSplit>(); |
| LongWritable key = new LongWritable(); |
| Text value = new Text(); |
| for (SequenceFile.Reader sl = new SequenceFile.Reader(fs, src, conf); |
| sl.next(key, value);) { |
| splits.add(new IndirectSplit(new Path(value.toString()), key.get())); |
| } |
| |
| return splits; |
| } |
| |
| @SuppressWarnings("unchecked") |
| public RecordReader<K, V> createRecordReader(InputSplit split, |
| TaskAttemptContext context) throws IOException, InterruptedException { |
| Configuration conf = context.getConfiguration(); |
| InputFormat<K, V> indirIF = (InputFormat)ReflectionUtils.newInstance( |
| conf.getClass(INDIRECT_INPUT_FORMAT, |
| SequenceFileInputFormat.class), conf); |
| IndirectSplit is = ((IndirectSplit)split); |
| return indirIF.createRecordReader(new FileSplit(is.getPath(), 0, |
| is.getLength(), (String[])null), context); |
| } |
| } |
| |
| /** |
| * A random list of 1000 words from /usr/share/dict/words |
| */ |
| private static final String[] words = { |
| "diurnalness", "Homoiousian", "spiranthic", "tetragynian", |
| "silverhead", "ungreat", "lithograph", "exploiter", |
| "physiologian", "by", "hellbender", "Filipendula", |
| "undeterring", "antiscolic", "pentagamist", "hypoid", |
| "cacuminal", "sertularian", "schoolmasterism", "nonuple", |
| "gallybeggar", "phytonic", "swearingly", "nebular", |
| "Confervales", "thermochemically", "characinoid", "cocksuredom", |
| "fallacious", "feasibleness", "debromination", "playfellowship", |
| "tramplike", "testa", "participatingly", "unaccessible", |
| "bromate", "experientialist", "roughcast", "docimastical", |
| "choralcelo", "blightbird", "peptonate", "sombreroed", |
| "unschematized", "antiabolitionist", "besagne", "mastication", |
| "bromic", "sviatonosite", "cattimandoo", "metaphrastical", |
| "endotheliomyoma", "hysterolysis", "unfulminated", "Hester", |
| "oblongly", "blurredness", "authorling", "chasmy", |
| "Scorpaenidae", "toxihaemia", "Dictograph", "Quakerishly", |
| "deaf", "timbermonger", "strammel", "Thraupidae", |
| "seditious", "plerome", "Arneb", "eristically", |
| "serpentinic", "glaumrie", "socioromantic", "apocalypst", |
| "tartrous", "Bassaris", "angiolymphoma", "horsefly", |
| "kenno", "astronomize", "euphemious", "arsenide", |
| "untongued", "parabolicness", "uvanite", "helpless", |
| "gemmeous", "stormy", "templar", "erythrodextrin", |
| "comism", "interfraternal", "preparative", "parastas", |
| "frontoorbital", "Ophiosaurus", "diopside", "serosanguineous", |
| "ununiformly", "karyological", "collegian", "allotropic", |
| "depravity", "amylogenesis", "reformatory", "epidymides", |
| "pleurotropous", "trillium", "dastardliness", "coadvice", |
| "embryotic", "benthonic", "pomiferous", "figureheadship", |
| "Megaluridae", "Harpa", "frenal", "commotion", |
| "abthainry", "cobeliever", "manilla", "spiciferous", |
| "nativeness", "obispo", "monilioid", "biopsic", |
| "valvula", "enterostomy", "planosubulate", "pterostigma", |
| "lifter", "triradiated", "venialness", "tum", |
| "archistome", "tautness", "unswanlike", "antivenin", |
| "Lentibulariaceae", "Triphora", "angiopathy", "anta", |
| "Dawsonia", "becomma", "Yannigan", "winterproof", |
| "antalgol", "harr", "underogating", "ineunt", |
| "cornberry", "flippantness", "scyphostoma", "approbation", |
| "Ghent", "Macraucheniidae", "scabbiness", "unanatomized", |
| "photoelasticity", "eurythermal", "enation", "prepavement", |
| "flushgate", "subsequentially", "Edo", "antihero", |
| "Isokontae", "unforkedness", "porriginous", "daytime", |
| "nonexecutive", "trisilicic", "morphiomania", "paranephros", |
| "botchedly", "impugnation", "Dodecatheon", "obolus", |
| "unburnt", "provedore", "Aktistetae", "superindifference", |
| "Alethea", "Joachimite", "cyanophilous", "chorograph", |
| "brooky", "figured", "periclitation", "quintette", |
| "hondo", "ornithodelphous", "unefficient", "pondside", |
| "bogydom", "laurinoxylon", "Shiah", "unharmed", |
| "cartful", "noncrystallized", "abusiveness", "cromlech", |
| "japanned", "rizzomed", "underskin", "adscendent", |
| "allectory", "gelatinousness", "volcano", "uncompromisingly", |
| "cubit", "idiotize", "unfurbelowed", "undinted", |
| "magnetooptics", "Savitar", "diwata", "ramosopalmate", |
| "Pishquow", "tomorn", "apopenptic", "Haversian", |
| "Hysterocarpus", "ten", "outhue", "Bertat", |
| "mechanist", "asparaginic", "velaric", "tonsure", |
| "bubble", "Pyrales", "regardful", "glyphography", |
| "calabazilla", "shellworker", "stradametrical", "havoc", |
| "theologicopolitical", "sawdust", "diatomaceous", "jajman", |
| "temporomastoid", "Serrifera", "Ochnaceae", "aspersor", |
| "trailmaking", "Bishareen", "digitule", "octogynous", |
| "epididymitis", "smokefarthings", "bacillite", "overcrown", |
| "mangonism", "sirrah", "undecorated", "psychofugal", |
| "bismuthiferous", "rechar", "Lemuridae", "frameable", |
| "thiodiazole", "Scanic", "sportswomanship", "interruptedness", |
| "admissory", "osteopaedion", "tingly", "tomorrowness", |
| "ethnocracy", "trabecular", "vitally", "fossilism", |
| "adz", "metopon", "prefatorial", "expiscate", |
| "diathermacy", "chronist", "nigh", "generalizable", |
| "hysterogen", "aurothiosulphuric", "whitlowwort", "downthrust", |
| "Protestantize", "monander", "Itea", "chronographic", |
| "silicize", "Dunlop", "eer", "componental", |
| "spot", "pamphlet", "antineuritic", "paradisean", |
| "interruptor", "debellator", "overcultured", "Florissant", |
| "hyocholic", "pneumatotherapy", "tailoress", "rave", |
| "unpeople", "Sebastian", "thermanesthesia", "Coniferae", |
| "swacking", "posterishness", "ethmopalatal", "whittle", |
| "analgize", "scabbardless", "naught", "symbiogenetically", |
| "trip", "parodist", "columniform", "trunnel", |
| "yawler", "goodwill", "pseudohalogen", "swangy", |
| "cervisial", "mediateness", "genii", "imprescribable", |
| "pony", "consumptional", "carposporangial", "poleax", |
| "bestill", "subfebrile", "sapphiric", "arrowworm", |
| "qualminess", "ultraobscure", "thorite", "Fouquieria", |
| "Bermudian", "prescriber", "elemicin", "warlike", |
| "semiangle", "rotular", "misthread", "returnability", |
| "seraphism", "precostal", "quarried", "Babylonism", |
| "sangaree", "seelful", "placatory", "pachydermous", |
| "bozal", "galbulus", "spermaphyte", "cumbrousness", |
| "pope", "signifier", "Endomycetaceae", "shallowish", |
| "sequacity", "periarthritis", "bathysphere", "pentosuria", |
| "Dadaism", "spookdom", "Consolamentum", "afterpressure", |
| "mutter", "louse", "ovoviviparous", "corbel", |
| "metastoma", "biventer", "Hydrangea", "hogmace", |
| "seizing", "nonsuppressed", "oratorize", "uncarefully", |
| "benzothiofuran", "penult", "balanocele", "macropterous", |
| "dishpan", "marten", "absvolt", "jirble", |
| "parmelioid", "airfreighter", "acocotl", "archesporial", |
| "hypoplastral", "preoral", "quailberry", "cinque", |
| "terrestrially", "stroking", "limpet", "moodishness", |
| "canicule", "archididascalian", "pompiloid", "overstaid", |
| "introducer", "Italical", "Christianopaganism", "prescriptible", |
| "subofficer", "danseuse", "cloy", "saguran", |
| "frictionlessly", "deindividualization", "Bulanda", "ventricous", |
| "subfoliar", "basto", "scapuloradial", "suspend", |
| "stiffish", "Sphenodontidae", "eternal", "verbid", |
| "mammonish", "upcushion", "barkometer", "concretion", |
| "preagitate", "incomprehensible", "tristich", "visceral", |
| "hemimelus", "patroller", "stentorophonic", "pinulus", |
| "kerykeion", "brutism", "monstership", "merciful", |
| "overinstruct", "defensibly", "bettermost", "splenauxe", |
| "Mormyrus", "unreprimanded", "taver", "ell", |
| "proacquittal", "infestation", "overwoven", "Lincolnlike", |
| "chacona", "Tamil", "classificational", "lebensraum", |
| "reeveland", "intuition", "Whilkut", "focaloid", |
| "Eleusinian", "micromembrane", "byroad", "nonrepetition", |
| "bacterioblast", "brag", "ribaldrous", "phytoma", |
| "counteralliance", "pelvimetry", "pelf", "relaster", |
| "thermoresistant", "aneurism", "molossic", "euphonym", |
| "upswell", "ladhood", "phallaceous", "inertly", |
| "gunshop", "stereotypography", "laryngic", "refasten", |
| "twinling", "oflete", "hepatorrhaphy", "electrotechnics", |
| "cockal", "guitarist", "topsail", "Cimmerianism", |
| "larklike", "Llandovery", "pyrocatechol", "immatchable", |
| "chooser", "metrocratic", "craglike", "quadrennial", |
| "nonpoisonous", "undercolored", "knob", "ultratense", |
| "balladmonger", "slait", "sialadenitis", "bucketer", |
| "magnificently", "unstipulated", "unscourged", "unsupercilious", |
| "packsack", "pansophism", "soorkee", "percent", |
| "subirrigate", "champer", "metapolitics", "spherulitic", |
| "involatile", "metaphonical", "stachyuraceous", "speckedness", |
| "bespin", "proboscidiform", "gul", "squit", |
| "yeelaman", "peristeropode", "opacousness", "shibuichi", |
| "retinize", "yote", "misexposition", "devilwise", |
| "pumpkinification", "vinny", "bonze", "glossing", |
| "decardinalize", "transcortical", "serphoid", "deepmost", |
| "guanajuatite", "wemless", "arval", "lammy", |
| "Effie", "Saponaria", "tetrahedral", "prolificy", |
| "excerpt", "dunkadoo", "Spencerism", "insatiately", |
| "Gilaki", "oratorship", "arduousness", "unbashfulness", |
| "Pithecolobium", "unisexuality", "veterinarian", "detractive", |
| "liquidity", "acidophile", "proauction", "sural", |
| "totaquina", "Vichyite", "uninhabitedness", "allegedly", |
| "Gothish", "manny", "Inger", "flutist", |
| "ticktick", "Ludgatian", "homotransplant", "orthopedical", |
| "diminutively", "monogoneutic", "Kenipsim", "sarcologist", |
| "drome", "stronghearted", "Fameuse", "Swaziland", |
| "alen", "chilblain", "beatable", "agglomeratic", |
| "constitutor", "tendomucoid", "porencephalous", "arteriasis", |
| "boser", "tantivy", "rede", "lineamental", |
| "uncontradictableness", "homeotypical", "masa", "folious", |
| "dosseret", "neurodegenerative", "subtransverse", "Chiasmodontidae", |
| "palaeotheriodont", "unstressedly", "chalcites", "piquantness", |
| "lampyrine", "Aplacentalia", "projecting", "elastivity", |
| "isopelletierin", "bladderwort", "strander", "almud", |
| "iniquitously", "theologal", "bugre", "chargeably", |
| "imperceptivity", "meriquinoidal", "mesophyte", "divinator", |
| "perfunctory", "counterappellant", "synovial", "charioteer", |
| "crystallographical", "comprovincial", "infrastapedial", "pleasurehood", |
| "inventurous", "ultrasystematic", "subangulated", "supraoesophageal", |
| "Vaishnavism", "transude", "chrysochrous", "ungrave", |
| "reconciliable", "uninterpleaded", "erlking", "wherefrom", |
| "aprosopia", "antiadiaphorist", "metoxazine", "incalculable", |
| "umbellic", "predebit", "foursquare", "unimmortal", |
| "nonmanufacture", "slangy", "predisputant", "familist", |
| "preaffiliate", "friarhood", "corelysis", "zoonitic", |
| "halloo", "paunchy", "neuromimesis", "aconitine", |
| "hackneyed", "unfeeble", "cubby", "autoschediastical", |
| "naprapath", "lyrebird", "inexistency", "leucophoenicite", |
| "ferrogoslarite", "reperuse", "uncombable", "tambo", |
| "propodiale", "diplomatize", "Russifier", "clanned", |
| "corona", "michigan", "nonutilitarian", "transcorporeal", |
| "bought", "Cercosporella", "stapedius", "glandularly", |
| "pictorially", "weism", "disilane", "rainproof", |
| "Caphtor", "scrubbed", "oinomancy", "pseudoxanthine", |
| "nonlustrous", "redesertion", "Oryzorictinae", "gala", |
| "Mycogone", "reappreciate", "cyanoguanidine", "seeingness", |
| "breadwinner", "noreast", "furacious", "epauliere", |
| "omniscribent", "Passiflorales", "uninductive", "inductivity", |
| "Orbitolina", "Semecarpus", "migrainoid", "steprelationship", |
| "phlogisticate", "mesymnion", "sloped", "edificator", |
| "beneficent", "culm", "paleornithology", "unurban", |
| "throbless", "amplexifoliate", "sesquiquintile", "sapience", |
| "astucious", "dithery", "boor", "ambitus", |
| "scotching", "uloid", "uncompromisingness", "hoove", |
| "waird", "marshiness", "Jerusalem", "mericarp", |
| "unevoked", "benzoperoxide", "outguess", "pyxie", |
| "hymnic", "euphemize", "mendacity", "erythremia", |
| "rosaniline", "unchatteled", "lienteria", "Bushongo", |
| "dialoguer", "unrepealably", "rivethead", "antideflation", |
| "vinegarish", "manganosiderite", "doubtingness", "ovopyriform", |
| "Cephalodiscus", "Muscicapa", "Animalivora", "angina", |
| "planispheric", "ipomoein", "cuproiodargyrite", "sandbox", |
| "scrat", "Munnopsidae", "shola", "pentafid", |
| "overstudiousness", "times", "nonprofession", "appetible", |
| "valvulotomy", "goladar", "uniarticular", "oxyterpene", |
| "unlapsing", "omega", "trophonema", "seminonflammable", |
| "circumzenithal", "starer", "depthwise", "liberatress", |
| "unleavened", "unrevolting", "groundneedle", "topline", |
| "wandoo", "umangite", "ordinant", "unachievable", |
| "oversand", "snare", "avengeful", "unexplicit", |
| "mustafina", "sonable", "rehabilitative", "eulogization", |
| "papery", "technopsychology", "impressor", "cresylite", |
| "entame", "transudatory", "scotale", "pachydermatoid", |
| "imaginary", "yeat", "slipped", "stewardship", |
| "adatom", "cockstone", "skyshine", "heavenful", |
| "comparability", "exprobratory", "dermorhynchous", "parquet", |
| "cretaceous", "vesperal", "raphis", "undangered", |
| "Glecoma", "engrain", "counteractively", "Zuludom", |
| "orchiocatabasis", "Auriculariales", "warriorwise", "extraorganismal", |
| "overbuilt", "alveolite", "tetchy", "terrificness", |
| "widdle", "unpremonished", "rebilling", "sequestrum", |
| "equiconvex", "heliocentricism", "catabaptist", "okonite", |
| "propheticism", "helminthagogic", "calycular", "giantly", |
| "wingable", "golem", "unprovided", "commandingness", |
| "greave", "haply", "doina", "depressingly", |
| "subdentate", "impairment", "decidable", "neurotrophic", |
| "unpredict", "bicorporeal", "pendulant", "flatman", |
| "intrabred", "toplike", "Prosobranchiata", "farrantly", |
| "toxoplasmosis", "gorilloid", "dipsomaniacal", "aquiline", |
| "atlantite", "ascitic", "perculsive", "prospectiveness", |
| "saponaceous", "centrifugalization", "dinical", "infravaginal", |
| "beadroll", "affaite", "Helvidian", "tickleproof", |
| "abstractionism", "enhedge", "outwealth", "overcontribute", |
| "coldfinch", "gymnastic", "Pincian", "Munychian", |
| "codisjunct", "quad", "coracomandibular", "phoenicochroite", |
| "amender", "selectivity", "putative", "semantician", |
| "lophotrichic", "Spatangoidea", "saccharogenic", "inferent", |
| "Triconodonta", "arrendation", "sheepskin", "taurocolla", |
| "bunghole", "Machiavel", "triakistetrahedral", "dehairer", |
| "prezygapophysial", "cylindric", "pneumonalgia", "sleigher", |
| "emir", "Socraticism", "licitness", "massedly", |
| "instructiveness", "sturdied", "redecrease", "starosta", |
| "evictor", "orgiastic", "squdge", "meloplasty", |
| "Tsonecan", "repealableness", "swoony", "myesthesia", |
| "molecule", "autobiographist", "reciprocation", "refective", |
| "unobservantness", "tricae", "ungouged", "floatability", |
| "Mesua", "fetlocked", "chordacentrum", "sedentariness", |
| "various", "laubanite", "nectopod", "zenick", |
| "sequentially", "analgic", "biodynamics", "posttraumatic", |
| "nummi", "pyroacetic", "bot", "redescend", |
| "dispermy", "undiffusive", "circular", "trillion", |
| "Uraniidae", "ploration", "discipular", "potentness", |
| "sud", "Hu", "Eryon", "plugger", |
| "subdrainage", "jharal", "abscission", "supermarket", |
| "countergabion", "glacierist", "lithotresis", "minniebush", |
| "zanyism", "eucalypteol", "sterilely", "unrealize", |
| "unpatched", "hypochondriacism", "critically", "cheesecutter", |
| }; |
| } |
