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From omal...@apache.org
Subject svn commit: r581419 - /lucene/hadoop/trunk/src/examples/org/apache/hadoop/examples/RandomTextWriter.java
Date Tue, 02 Oct 2007 22:22:11 GMT
Author: omalley
Date: Tue Oct  2 15:22:09 2007
New Revision: 581419

URL: http://svn.apache.org/viewvc?rev=581419&view=rev
Log:
A forgotten file from HADOOP-1926.

Added:
    lucene/hadoop/trunk/src/examples/org/apache/hadoop/examples/RandomTextWriter.java

Added: lucene/hadoop/trunk/src/examples/org/apache/hadoop/examples/RandomTextWriter.java
URL: http://svn.apache.org/viewvc/lucene/hadoop/trunk/src/examples/org/apache/hadoop/examples/RandomTextWriter.java?rev=581419&view=auto
==============================================================================
--- lucene/hadoop/trunk/src/examples/org/apache/hadoop/examples/RandomTextWriter.java (added)
+++ lucene/hadoop/trunk/src/examples/org/apache/hadoop/examples/RandomTextWriter.java Tue
Oct  2 15:22:09 2007
@@ -0,0 +1,757 @@
+/**
+ * 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.examples;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Date;
+import java.util.List;
+import java.util.Random;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.conf.Configured;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.io.Text;
+import org.apache.hadoop.mapred.ClusterStatus;
+import org.apache.hadoop.mapred.JobClient;
+import org.apache.hadoop.mapred.JobConf;
+import org.apache.hadoop.mapred.MapReduceBase;
+import org.apache.hadoop.mapred.Mapper;
+import org.apache.hadoop.mapred.OutputCollector;
+import org.apache.hadoop.mapred.OutputFormat;
+import org.apache.hadoop.mapred.Reporter;
+import org.apache.hadoop.mapred.SequenceFileOutputFormat;
+import org.apache.hadoop.util.Tool;
+import org.apache.hadoop.util.ToolRunner;
+
+/**
+ * This program uses map/reduce to just run a distributed job where there is
+ * no interaction between the tasks and each task writes a large unsorted
+ * random sequence of words.
+ * In order for this program to generate data for terasort with a 5-10 words
+ * per key and 20-100 words per value, have the following config:
+ * <xmp>
+ * <?xml version="1.0"?>
+ * <?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+ * <configuration>
+ *   <property>
+ *     <name>test.randomtextwrite.min_words_key</name>
+ *     <value>5</value>
+ *   </property>
+ *   <property>
+ *     <name>test.randomtextwrite.max_words_key</name>
+ *     <value>10</value>
+ *   </property>
+ *   <property>
+ *     <name>test.randomtextwrite.min_words_value</name>
+ *     <value>20</value>
+ *   </property>
+ *   <property>
+ *     <name>test.randomtextwrite.max_words_value</name>
+ *     <value>100</value>
+ *   </property>
+ *   <property>
+ *     <name>test.randomtextwrite.total_bytes</name>
+ *     <value>1099511627776</value>
+ *   </property>
+ * </configuration></xmp>
+ * 
+ * Equivalently, {@link RandomTextWriter} also supports all the above options
+ * and ones supported by {@link Tool} via the command-line.
+ * 
+ * To run: bin/hadoop jar hadoop-${version}-examples.jar randomtextwriter
+ *            [-outFormat <i>output format class</i>] <i>in-dir</i>

+ */
+public class RandomTextWriter extends Configured implements Tool {
+  
+  static int printUsage() {
+    System.out.println("randomtextwriter " +
+                       "[-outFormat <output format class>] " + 
+                       "<input>");
+    ToolRunner.printGenericCommandUsage(System.out);
+    return -1;
+  }
+  
+  /**
+   * User counters
+   */
+  static enum Counters { RECORDS_WRITTEN, BYTES_WRITTEN }
+
+  static class Map extends MapReduceBase 
+    implements Mapper<Text, Text, Text, Text> {
+    
+    private long numBytesToWrite;
+    private int minWordsInKey;
+    private int wordsInKeyRange;
+    private int minWordsInValue;
+    private int wordsInValueRange;
+    private Random random = new Random();
+    
+    /**
+     * Save the configuration value that we need to write the data.
+     */
+    public void configure(JobConf job) {
+      numBytesToWrite = job.getLong("test.randomtextwrite.bytes_per_map",
+                                    1*1024*1024*1024);
+      minWordsInKey = 
+        job.getInt("test.randomtextwrite.min_words_key", 5);
+      wordsInKeyRange = 
+        (job.getInt("test.randomtextwrite.max_words_key", 10) - 
+         minWordsInKey);
+      minWordsInValue = 
+        job.getInt("test.randomtextwrite.min_words_value", 10);
+      wordsInValueRange = 
+        (job.getInt("test.randomtextwrite.max_words_value", 100) - 
+         minWordsInValue);
+    }
+    
+    /**
+     * Given an output filename, write a bunch of random records to it.
+     */
+    public void map(Text key, Text value,
+                    OutputCollector<Text, Text> output, 
+                    Reporter reporter) throws IOException {
+      int itemCount = 0;
+      while (numBytesToWrite > 0) {
+        // Generate the key/value 
+        int noWordsKey = minWordsInKey + 
+          (wordsInKeyRange != 0 ? random.nextInt(wordsInKeyRange) : 0);
+        int noWordsValue = minWordsInValue + 
+          (wordsInValueRange != 0 ? random.nextInt(wordsInValueRange) : 0);
+        Text keyWords = generateSentence(noWordsKey);
+        Text valueWords = generateSentence(noWordsValue);
+        
+        // Write the sentence 
+        output.collect(keyWords, valueWords);
+        
+        numBytesToWrite -= (keyWords.getLength() + valueWords.getLength());
+        
+        // Update counters, progress etc.
+        reporter.incrCounter(Counters.BYTES_WRITTEN, 
+                             (keyWords.getLength()+valueWords.getLength()));
+        reporter.incrCounter(Counters.RECORDS_WRITTEN, 1);
+        if (++itemCount % 200 == 0) {
+          reporter.setStatus("wrote record " + itemCount + ". " + 
+                             numBytesToWrite + " bytes left.");
+        }
+      }
+      reporter.setStatus("done with " + itemCount + " records.");
+    }
+    
+    private Text generateSentence(int noWords) {
+      StringBuffer sentence = new StringBuffer();
+      String space = " ";
+      for (int i=0; i < noWords; ++i) {
+        sentence.append(words[random.nextInt(words.length)]);
+        sentence.append(space);
+      }
+      return new Text(sentence.toString());
+    }
+  }
+  
+  /**
+   * This is the main routine for launching a distributed random write job.
+   * It runs 10 maps/node and each node writes 1 gig of data to a DFS file.
+   * The reduce doesn't do anything.
+   * 
+   * @throws IOException 
+   */
+  public int run(String[] args) throws Exception {    
+    if (args.length == 0) {
+      return printUsage();    
+    }
+    
+    JobConf job = new JobConf(getConf());
+    
+    job.setJarByClass(RandomTextWriter.class);
+    job.setJobName("random-text-writer");
+    
+    job.setOutputKeyClass(Text.class);
+    job.setOutputValueClass(Text.class);
+    
+    job.setInputFormat(RandomWriter.RandomInputFormat.class);
+    job.setMapperClass(Map.class);        
+    
+    JobClient client = new JobClient(job);
+    ClusterStatus cluster = client.getClusterStatus();
+    int numMapsPerHost = job.getInt("test.randomtextwrite.maps_per_host", 10);
+    long numBytesToWritePerMap = job.getLong("test.randomtextwrite.bytes_per_map",
+                                             1*1024*1024*1024);
+    if (numBytesToWritePerMap == 0) {
+      System.err.println("Cannot have test.randomtextwrite.bytes_per_map set to 0");
+      return -2;
+    }
+    long totalBytesToWrite = job.getLong("test.randomtextwrite.total_bytes", 
+         numMapsPerHost*numBytesToWritePerMap*cluster.getTaskTrackers());
+    int numMaps = (int) (totalBytesToWrite / numBytesToWritePerMap);
+    if (numMaps == 0 && totalBytesToWrite > 0) {
+      numMaps = 1;
+      job.setLong("test.randomtextwrite.bytes_per_map", totalBytesToWrite);
+    }
+    
+    Class<? extends OutputFormat> outputFormatClass = 
+      SequenceFileOutputFormat.class;
+    List<String> otherArgs = new ArrayList<String>();
+    for(int i=0; i < args.length; ++i) {
+      try {
+        if ("-outFormat".equals(args[i])) {
+          outputFormatClass = 
+            Class.forName(args[++i]).asSubclass(OutputFormat.class);
+        } else {
+          otherArgs.add(args[i]);
+        }
+      } catch (ArrayIndexOutOfBoundsException except) {
+        System.out.println("ERROR: Required parameter missing from " +
+            args[i-1]);
+        return printUsage(); // exits
+      }
+    }
+
+    job.setOutputFormat(outputFormatClass);
+    job.setOutputPath(new Path(otherArgs.get(0)));
+    
+    job.setNumMapTasks(numMaps);
+    System.out.println("Running " + numMaps + " maps.");
+    
+    // reducer NONE
+    job.setNumReduceTasks(0);
+    
+    Date startTime = new Date();
+    System.out.println("Job started: " + startTime);
+    JobClient.runJob(job);
+    Date endTime = new Date();
+    System.out.println("Job ended: " + endTime);
+    System.out.println("The job took " + 
+                       (endTime.getTime() - startTime.getTime()) /1000 + 
+                       " seconds.");
+    
+    return 0;
+  }
+  
+  public static void main(String[] args) throws Exception {
+    int res = ToolRunner.run(new Configuration(), new RandomTextWriter(), args);
+    System.exit(res);
+  }
+
+  /**
+   * A random list of 100 words from /usr/share/dict/words
+   */
+  private static 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",
+                                  };
+}



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