8 files changed, 802 insertions, 0 deletions

@@ -0,0 +1,6 @@
+[submodule "vendor/libtwittercpp"]
+        path = vendor/libtwittercpp
+        url = git@github.com:hatkirby/libtwittercpp
+[submodule "vendor/yaml-cpp"]
+        path = vendor/yaml-cpp
+        url = git@github.com:jbeder/yaml-cpp
@@ -0,0 +1,13 @@
+cmake_minimum_required (VERSION 3.1)
+project (support)
+
+add_subdirectory(vendor/verbly)
+add_subdirectory(vendor/libtwittercpp)
+add_subdirectory(vendor/yaml-cpp EXCLUDE_FROM_ALL)
+
+include_directories(vendor/verbly/lib vendor/libtwittercpp/src vendor/yaml-cpp/include)
+add_executable(support sentence.cpp support.cpp)
+set_property(TARGET support PROPERTY CXX_STANDARD 11)
+set_property(TARGET support PROPERTY CXX_STANDARD_REQUIRED ON)
+target_link_libraries(support verbly yaml-cpp twitter++)
+
@@ -0,0 +1,668 @@
+#include "sentence.h"
+#include <algorithm>
+#include <list>
+#include <set>
+
+sentence::sentence(
+  const verbly::database& database,
+  std::mt19937& rng) :
+    database_(database),
+    rng_(rng)
+{
+}
+
+std::string sentence::generate() const
+{
+  // Generate the form that the sentence should take.
+  std::vector<verbly::token> actions {
+    {"like", verbly::token(std::set<std::string>({"infinitive_phrase", "subjectless"}))},
+    {"have", verbly::token(std::set<std::string>({"gerund_phrase", "subjectless"}))}
+  };
+
+  verbly::token form = actions[
+    std::uniform_int_distribution<int>(0, actions.size()-1)(rng_)];
+
+  // Compile the form.
+  while (!form.isComplete())
+  {
+    visit(form);
+  }
+
+  std::string compiled = form.compile();
+  std::list<std::string> words =
+    verbly::split<std::list<std::string>>(compiled, " ");
+
+  verbly::token cased;
+  for (std::string& word : words)
+  {
+    if (std::bernoulli_distribution(1.0/2.0)(rng_))
+    {
+      cased << verbly::token::capitalize(verbly::token::casing::all_caps, word);
+    } else {
+      cased << word;
+    }
+  }
+
+  return cased.compile();
+}
+
+bool sentence::chooseSelrestr(std::set<std::string> selrestrs, std::set<std::string> choices) const
+{
+  int validChoices = 0;
+  for (const std::string& choice : choices)
+  {
+    if (selrestrs.count(choice))
+    {
+      validChoices++;
+    }
+  }
+
+  return std::bernoulli_distribution(static_cast<double>(validChoices)/static_cast<double>(selrestrs.size()))(rng_);
+}
+
+verbly::word sentence::generateStandardNoun(
+  std::string role,
+  std::set<std::string> selrestrs) const
+{
+  std::geometric_distribution<int> tagdist(0.5); // 0.06
+  std::vector<verbly::word> result;
+  bool trySelection = true;
+
+  while (result.empty())
+  {
+    verbly::filter condition =
+      (verbly::notion::partOfSpeech == verbly::part_of_speech::noun)
+      && (verbly::form::proper == false)
+      //&& (verbly::form::complexity == 1)
+     // && (verbly::word::tagCount >= tagdist(rng_)) // Favor more common words
+      && (verbly::word::tagCount >= 1)
+      && !(verbly::word::usageDomains %= (verbly::notion::wnid == 106718862)); // Blacklist ethnic slurs
+
+    // Only use selection restrictions for a first attempt.
+    if (trySelection)
+    {
+      verbly::filter selection(true);
+
+      for (const std::string& selrestr : selrestrs)
+      {
+        if (selrestr == "concrete")
+        {
+          selection += (verbly::notion::wnid == 100001930); // physical entity
+        } else if (selrestr == "time")
+        {
+          selection += (verbly::notion::wnid == 100028270); // time
+        } else if (selrestr == "state")
+        {
+          selection += (verbly::notion::wnid == 100024720); // state
+        } else if (selrestr == "abstract")
+        {
+          selection += (verbly::notion::wnid == 100002137); // abstract entity
+        } else if (selrestr == "scalar")
+        {
+          selection += (verbly::notion::wnid == 103835412); // number
+        } else if (selrestr == "currency")
+        {
+          selection += (verbly::notion::wnid == 105050379); // currency
+        } else if (selrestr == "location")
+        {
+          selection += (verbly::notion::wnid == 100027167); // location
+        } else if (selrestr == "organization")
+        {
+          selection += (verbly::notion::wnid == 100237078); // organization
+        } else if (selrestr == "int_control")
+        {
+          selection += (verbly::notion::wnid == 100007347); // causal agent
+        } else if (selrestr == "natural")
+        {
+          selection += (verbly::notion::wnid == 100019128); // natural object
+        } else if (selrestr == "phys_obj")
+        {
+          selection += (verbly::notion::wnid == 100002684); // physical object
+        } else if (selrestr == "solid")
+        {
+          selection += (verbly::notion::wnid == 113860793); // solid
+        } else if (selrestr == "shape")
+        {
+          selection += (verbly::notion::wnid == 100027807); // shape
+        } else if (selrestr == "substance")
+        {
+          selection += (verbly::notion::wnid == 100019613); // substance
+        } else if (selrestr == "idea")
+        {
+          selection += (verbly::notion::wnid == 105803379); // idea
+        } else if (selrestr == "sound")
+        {
+          selection += (verbly::notion::wnid == 107111047); // sound
+        } else if (selrestr == "communication")
+        {
+          selection += (verbly::notion::wnid == 100033020); // communication
+        } else if (selrestr == "region")
+        {
+          selection += (verbly::notion::wnid == 105221895); // region
+        } else if (selrestr == "place")
+        {
+          selection += (verbly::notion::wnid == 100586262); // place
+        } else if (selrestr == "machine")
+        {
+          selection += (verbly::notion::wnid == 102958343); // machine
+        } else if (selrestr == "animate")
+        {
+          selection += (verbly::notion::wnid == 100004258); // animate thing
+        } else if (selrestr == "plant")
+        {
+          selection += (verbly::notion::wnid == 103956922); // plant
+        } else if (selrestr == "comestible")
+        {
+          selection += (verbly::notion::wnid == 100021265); // food
+        } else if (selrestr == "artifact")
+        {
+          selection += (verbly::notion::wnid == 100021939); // artifact
+        } else if (selrestr == "vehicle")
+        {
+          selection += (verbly::notion::wnid == 104524313); // vehicle
+        } else if (selrestr == "human")
+        {
+          selection += (verbly::notion::wnid == 100007846); // person
+        } else if (selrestr == "animal")
+        {
+          selection += (verbly::notion::wnid == 100015388); // animal
+        } else if (selrestr == "body_part")
+        {
+          selection += (verbly::notion::wnid == 105220461); // body part
+        } else if (selrestr == "garment")
+        {
+          selection += (verbly::notion::wnid == 103051540); // clothing
+        } else if (selrestr == "tool")
+        {
+          selection += (verbly::notion::wnid == 104451818); // tool
+        } else if ((selrestr == "concrete_inanimate") || (selrestr == "inanimate"))
+        {
+          selection += (verbly::notion::wnid == 100021939); // artifact
+          selection += (verbly::notion::wnid == 100019128); // natural object
+        } else if (selrestr == "non_region_location")
+        {
+          selection += (verbly::notion::wnid == 102913152); // building
+        } else if (selrestr == "non_solid_food")
+        {
+          selection += (verbly::notion::wnid == 107881800); // beverage
+        } else if (selrestr == "solid_food")
+        {
+          selection += (verbly::notion::wnid == 107555863); // solid food
+        } else if (selrestr == "slinky")
+        {
+          selection += (verbly::notion::wnid == 103670849); // line
+        }
+      }
+
+      if (selection.compact().getType() != verbly::filter::type::empty)
+      {
+        condition &= (verbly::notion::fullHypernyms %= std::move(selection));
+      } else if (role == "Attribute")
+      {
+        condition &= (verbly::notion::fullHypernyms %= (verbly::notion::wnid == 100024264)); // attribute
+      } else if (role == "Instrument")
+      {
+        condition &= (verbly::notion::fullHypernyms %= (verbly::notion::wnid == 104451818)); // tool
+      } else if (role == "Agent")
+      {
+        condition &= (verbly::notion::fullHypernyms %= (verbly::notion::wnid == 100007347)); // causal agent
+      }
+
+      trySelection = false;
+    } else {
+      std::cout << "Selection failed" << std::endl;
+    }
+
+    result = database_.words(condition).all();
+  }
+
+  return result.front();
+}
+
+verbly::token sentence::generateStandardNounPhrase(
+  const verbly::word& noun,
+  std::string role,
+  bool plural,
+  bool definite) const
+{
+  verbly::token utter;
+  verbly::word sounder = noun;
+  verbly::word descript;
+
+  /*if (std::bernoulli_distribution(1.0/8.0)(rng_))
+  {
+    std::geometric_distribution<int> tagdist(0.2);
+    descript = database_.words(
+      (verbly::word::tagCount >= tagdist(rng_))
+      && (verbly::notion::partOfSpeech == verbly::part_of_speech::adjective)).first();
+
+    sounder = descript;
+  }*/
+
+  if ((std::bernoulli_distribution(1.0/3.0)(rng_)) && (definite))
+  {
+    utter << "the";
+
+    if (std::bernoulli_distribution(1.0/2.0)(rng_))
+    {
+      plural = true;
+    }
+  } else {
+    if ((role != "Theme") && (role != "Attribute") && std::bernoulli_distribution(1.0/2.0)(rng_))
+    {
+      utter << "your";
+    } else if (!plural) {
+      if (sounder.getBaseForm().startsWithVowelSound())
+      {
+        utter << "an";
+      } else {
+        utter << "a";
+      }
+    }
+  }
+
+  if (descript.isValid())
+  {
+    utter << descript;
+  }
+
+  if (plural && noun.hasInflection(verbly::inflection::plural))
+  {
+    utter << verbly::token(noun, verbly::inflection::plural);
+  } else {
+    utter << noun;
+  }
+
+  return utter;
+}
+
+verbly::token sentence::generateClause(
+  const verbly::token& it) const
+{
+  verbly::token utter;
+  std::geometric_distribution<int> tagdist(0.07);
+  std::vector<verbly::word> verbDataset;
+
+  verbly::filter frameCondition =
+    (verbly::frame::length >= 2)
+    && (verbly::frame::parts(0) %= (
+      (verbly::part::type == verbly::part_type::noun_phrase)
+      && (verbly::part::role == "Agent"))
+    && (verbly::frame::parts(1) %=
+      (verbly::part::type == verbly::part_type::verb))
+    && !(verbly::frame::parts() %= (
+      verbly::part::synrestrs %= "adjp")));
+
+  if (it.hasSynrestr("experiencer"))
+  {
+    frameCondition &=
+      (verbly::frame::parts(2) %=
+        (verbly::part::type == verbly::part_type::noun_phrase)
+        && !(verbly::part::synrestrs %= "genitive")
+        && ((verbly::part::role == "Patient")
+          || (verbly::part::role == "Experiencer")));
+  }
+
+  verbly::filter verbCondition =
+    (verbly::notion::partOfSpeech == verbly::part_of_speech::verb)
+    && frameCondition;
+
+  if (it.hasSynrestr("participle_phrase"))
+  {
+    verbCondition &= (verbly::word::forms(verbly::inflection::ing_form));
+  } else if (it.hasSynrestr("progressive"))
+  {
+    verbCondition &= (verbly::word::forms(verbly::inflection::s_form));
+  } else if (it.hasSynrestr("past_participle"))
+  {
+    verbCondition &= (verbly::word::forms(verbly::inflection::past_participle));
+  }
+
+  // Because of the tag distribution, it's possible (albeit extremely unlikely)
+  // for the verb query to fail, so we loop until it succeeds.
+  while (verbDataset.empty())
+  {
+    verbDataset = database_.words(
+      verbCondition
+      && (verbly::word::tagCount >= tagdist(rng_))
+    ).all();
+  }
+
+  verbly::word verb = verbDataset.front();
+  verbly::frame frame = database_.frames(frameCondition && verb).first();
+  std::list<verbly::part> parts(std::begin(frame.getParts()), std::end(frame.getParts()));
+
+  if (it.hasSynrestr("experiencer"))
+  {
+    // Ignore the direct object.
+    parts.erase(std::next(parts.begin(), 2));
+  }
+
+  if (it.hasSynrestr("subjectless"))
+  {
+    // Ignore the subject.
+    parts.pop_front();
+  }
+
+  for (const verbly::part& part : parts)
+  {
+    switch (part.getType())
+    {
+      case verbly::part_type::noun_phrase:
+      {
+        std::cout << "NP: ";
+        for (auto& s : part.getNounSynrestrs())
+        {
+          std::cout << s << " ";
+        }
+        std::cout << std::endl;
+
+        if (chooseSelrestr(part.getNounSelrestrs(), {"currency"}))
+        {
+          int lead = std::uniform_int_distribution<int>(1,9)(rng_);
+          int tail = std::uniform_int_distribution<int>(0,6)(rng_);
+          std::string tailStr(tail, '0');
+
+          utter << ("$" + std::to_string(lead) + tailStr);
+        } else if (part.nounHasSynrestr("adjp"))
+        {
+          utter << std::set<std::string>({"adjective_phrase"});
+        } else if ((part.nounHasSynrestr("be_sc_ing"))
+          || (part.nounHasSynrestr("ac_ing"))
+          || (part.nounHasSynrestr("sc_ing"))
+          || (part.nounHasSynrestr("np_omit_ing"))
+          || (part.nounHasSynrestr("oc_ing")))
+        {
+          utter << std::set<std::string>({"participle_phrase", "subjectless"});
+        } else if ((part.nounHasSynrestr("poss_ing"))
+          || (part.nounHasSynrestr("possing"))
+          || (part.nounHasSynrestr("pos_ing")))
+        {
+          utter << "your";
+          utter << std::set<std::string>({"participle_phrase", "subjectless"});
+        } else if (part.nounHasSynrestr("adv_loc"))
+        {
+          if (std::bernoulli_distribution(1.0/2.0)(rng_))
+          {
+            utter << "here";
+          } else {
+            utter << "there";
+          }
+        } else if (part.nounHasSynrestr("refl"))
+        {
+          utter << "yourself";
+        } else if ((part.nounHasSynrestr("sc_to_inf"))
+          || (part.nounHasSynrestr("ac_to_inf"))
+          || (part.nounHasSynrestr("vc_to_inf"))
+          || (part.nounHasSynrestr("rs_to_inf"))
+          || (part.nounHasSynrestr("oc_to_inf")))
+        {
+          utter << std::set<std::string>({"infinitive_phrase", "subjectless"});
+        } else if (part.nounHasSynrestr("oc_bare_inf"))
+        {
+          utter << std::set<std::string>({"infinitive_phrase", "bare", "subjectless"});
+        } else if (part.nounHasSynrestr("wh_comp"))
+        {
+          utter << "whether";
+
+          verbly::token sentence(std::set<std::string>({"progressive"}));
+          utter << generateClause(sentence);
+        } else if (part.nounHasSynrestr("that_comp"))
+        {
+          utter << "that";
+          utter << "they";
+
+          verbly::token sentence(std::set<std::string>({"subjectless"}));
+          utter << generateClause(sentence);
+        } else if (part.nounHasSynrestr("what_extract"))
+        {
+          utter << "what";
+
+          verbly::token sentence(std::set<std::string>({"progressive", "experiencer"}));
+          utter << generateClause(sentence);
+        } else if (part.nounHasSynrestr("how_extract"))
+        {
+          utter << "how";
+
+          verbly::token sentence(std::set<std::string>({"progressive"}));
+          utter << generateClause(sentence);
+        } else if (part.nounHasSynrestr("wh_inf"))
+        {
+          utter << "how";
+
+          verbly::token sentence(std::set<std::string>({"infinitive_phrase", "subjectless"}));
+          utter << generateClause(sentence);
+        } else if (part.nounHasSynrestr("what_inf"))
+        {
+          utter << "what";
+
+          verbly::token sentence(std::set<std::string>({"infinitive_phrase", "subjectless", "experiencer"}));
+          utter << generateClause(sentence);
+        } else if (part.nounHasSynrestr("wheth_inf"))
+        {
+          utter << "whether";
+
+          verbly::token sentence(std::set<std::string>({"infinitive_phrase", "subjectless"}));
+          utter << generateClause(sentence);
+        } else if (part.nounHasSynrestr("quotation"))
+        {
+          verbly::token sentence(std::set<std::string>({"participle_phrase"}));
+          while (!sentence.isComplete())
+          {
+            visit(sentence);
+          }
+
+          utter << ("\"" + sentence.compile() + "\"");
+        } else {
+          if (part.nounHasSynrestr("genitive"))
+          {
+            verbly::word noun = generateStandardNoun("Passive", {"animate"});
+            verbly::token owner = generateStandardNounPhrase(noun, "Passive", false, true);
+            std::string ownerStr = owner.compile() + "'s";
+            utter << ownerStr;
+          }
+
+          verbly::word noun = generateStandardNoun(part.getNounRole(), part.getNounSelrestrs());
+
+          bool plural = part.nounHasSynrestr("plural") || chooseSelrestr(part.getNounSelrestrs(), {"group", "plural"});
+
+          utter << generateStandardNounPhrase(
+            noun,
+            part.getNounRole(),
+            plural,
+            part.nounHasSynrestr("definite"));
+
+          if (part.nounHasSynrestr("acc_ing") || part.nounHasSynrestr("ac_ing"))
+          {
+            utter << std::set<std::string>({"participle_phrase", "subjectless"});
+          }
+        }
+
+        break;
+      }
+
+      case verbly::part_type::verb:
+      {
+        std::cout << "V: " << verb.getBaseForm().getText() << std::endl;
+
+        if (it.hasSynrestr("progressive"))
+        {
+          utter << verbly::token(verb, verbly::inflection::s_form);
+        } else if (it.hasSynrestr("past_participle"))
+        {
+          utter << verbly::token(verb, verbly::inflection::past_participle);
+        } else if (it.hasSynrestr("infinitive_phrase"))
+        {
+          if (!it.hasSynrestr("bare"))
+          {
+            utter << "to";
+          }
+
+          utter << verb;
+        } else if (it.hasSynrestr("participle_phrase"))
+        {
+          utter << verbly::token(verb, verbly::inflection::ing_form);
+        } else if (it.hasSynrestr("gerund_phrase"))
+        {
+          utter << verbly::token(verb, verbly::inflection::past_participle);
+        } else {
+          utter << verb;
+        }
+
+        break;
+      }
+
+      case verbly::part_type::preposition:
+      {
+        std::cout << "PREP" << std::endl;
+
+        if (part.isPrepositionLiteral())
+        {
+          int choiceIndex = std::uniform_int_distribution<int>(0, part.getPrepositionChoices().size()-1)(rng_);
+          utter << part.getPrepositionChoices()[choiceIndex];
+        } else {
+          verbly::filter pgf(true);
+          for (const std::string& choice : part.getPrepositionChoices())
+          {
+            pgf += (verbly::notion::prepositionGroups == choice);
+          }
+
+          utter << database_.words(pgf && (verbly::notion::partOfSpeech == verbly::part_of_speech::preposition)).first();
+        }
+
+        break;
+      }
+
+      case verbly::part_type::adjective:
+      {
+        std::cout << "ADJ" << std::endl;
+
+        utter << std::set<std::string>({"adjective_phrase"});
+
+        break;
+      }
+
+      case verbly::part_type::adverb:
+      {
+        std::cout << "ADV" << std::endl;
+
+        utter << std::set<std::string>({"adverb_phrase"});
+
+        break;
+      }
+
+      case verbly::part_type::literal:
+      {
+        std::cout << "LIT" << std::endl;
+
+        utter << part.getLiteralValue();
+
+        break;
+      }
+
+      case verbly::part_type::invalid:
+      {
+        // Nope
+
+        break;
+      }
+    }
+  }
+
+  if ((parts.size() == 1) && (std::bernoulli_distribution(1.0/4.0)(rng_)))
+  {
+    utter << std::set<std::string>({"adverb_phrase"});
+  }
+
+  return utter;
+}
+
+void sentence::visit(verbly::token& it) const
+{
+  switch (it.getType())
+  {
+    case verbly::token::type::utterance:
+    {
+      for (verbly::token& token : it)
+      {
+        if (!token.isComplete())
+        {
+          visit(token);
+
+          break;
+        }
+      }
+
+      break;
+    }
+
+    case verbly::token::type::fillin:
+    {
+      if (it.hasSynrestr("infinitive_phrase") || it.hasSynrestr("gerund_phrase"))
+      {
+        it = generateClause(it);
+      } else if (it.hasSynrestr("adjective_phrase"))
+      {
+        verbly::token phrase;
+
+        if (std::bernoulli_distribution(1.0/6.0)(rng_))
+        {
+          phrase << std::set<std::string>({"adverb_phrase"});
+        }
+
+        if (std::bernoulli_distribution(1.0/4.0)(rng_))
+        {
+          phrase << std::set<std::string>({"participle_phrase", "subjectless"});
+        } else {
+          std::geometric_distribution<int> tagdist(0.2);
+          phrase << database_.words(
+            (verbly::word::tagCount >= tagdist(rng_))
+            && (verbly::notion::partOfSpeech == verbly::part_of_speech::adjective)).first();
+        }
+
+        it = phrase;
+      } else if (it.hasSynrestr("adverb_phrase"))
+      {
+        std::geometric_distribution<int> tagdist(1.0/23.0);
+
+        it = database_.words(
+          (verbly::notion::partOfSpeech == verbly::part_of_speech::adverb)
+          && (verbly::word::tagCount >= tagdist(rng_))
+          ).first();
+      } else if (it.hasSynrestr("participle_phrase"))
+      {
+        if (std::bernoulli_distribution(1.0/2.0)(rng_))
+        {
+          it = verbly::token(
+            database_.words(
+              (verbly::notion::partOfSpeech == verbly::part_of_speech::verb)
+              && (verbly::word::forms(verbly::inflection::ing_form))).first(),
+            verbly::inflection::ing_form);
+        } else {
+          it = generateClause(it);
+        }
+      } else {
+        it = "*the reality of the situation*";
+      }
+
+      break;
+    }
+
+    case verbly::token::type::transform:
+    {
+      visit(it.getInnerToken());
+
+      break;
+    }
+
+    case verbly::token::type::word:
+    case verbly::token::type::literal:
+    case verbly::token::type::part:
+    {
+      // Nope
+
+      break;
+    }
+  }
+}
+
@@ -0,0 +1,38 @@
+#ifndef SENTENCE_H_81987F60
+#define SENTENCE_H_81987F60
+
+#include <verbly.h>
+#include <random>
+#include <string>
+
+class sentence {
+public:
+
+  sentence(
+    const verbly::database& database,
+    std::mt19937& rng);
+
+  std::string generate() const;
+
+private:
+
+  bool chooseSelrestr(std::set<std::string> selrestrs, std::set<std::string> choices) const;
+
+  verbly::word generateStandardNoun(std::string role, std::set<std::string> selrestrs) const;
+
+  verbly::token generateStandardNounPhrase(
+    const verbly::word& noun,
+    std::string role,
+    bool plural,
+    bool definite) const;
+
+  verbly::token generateClause(const verbly::token& it) const;
+
+  void visit(verbly::token& it) const;
+
+  const verbly::database& database_;
+  std::mt19937& rng_;
+};
+
+#endif /* end of include guard: SENTENCE_H_81987F60 */
+
@@ -0,0 +1,77 @@
+#include <verbly.h>
+#include <algorithm>
+#include <iostream>
+#include <random>
+#include <vector>
+#include <yaml-cpp/yaml.h>
+#include <twitter.h>
+#include "sentence.h"
+
+int main(int argc, char** argv)
+{
+  if (argc != 2)
+  {
+    std::cout << "usage: support [configfile]" << std::endl;
+    return -1;
+  }
+
+  std::string configfile(argv[1]);
+  YAML::Node config = YAML::LoadFile(configfile);
+
+  twitter::auth auth;
+  auth.setConsumerKey(config["consumer_key"].as<std::string>());
+  auth.setConsumerSecret(config["consumer_secret"].as<std::string>());
+  auth.setAccessKey(config["access_key"].as<std::string>());
+  auth.setAccessSecret(config["access_secret"].as<std::string>());
+
+  twitter::client client(auth);
+
+  std::random_device randomDevice;
+  std::mt19937 rng{randomDevice()};
+
+  verbly::database database(config["verbly_datafile"].as<std::string>());
+  sentence generator(database, rng);
+
+  for (;;)
+  {
+    verbly::word adjective = database.words(
+      (verbly::notion::partOfSpeech == verbly::part_of_speech::adjective)
+      && (verbly::word::antiPertainyms %=
+        (verbly::word::forms(verbly::inflection::plural)))).first();
+
+    verbly::word noun = database.words(
+      (verbly::notion::partOfSpeech == verbly::part_of_speech::noun)
+      && (verbly::word::pertainyms %= adjective)
+      && (verbly::word::forms(verbly::inflection::plural))).first();
+
+    verbly::token action = {
+      "RT if you ARE",
+      verbly::token::punctuation(",", adjective),
+      "if you SUPPORT",
+      verbly::token::punctuation(",",
+        verbly::token(noun, verbly::inflection::plural)),
+      "or if you",
+      generator.generate()};
+
+    std::string result = action.compile();
+    if (result.length() <= 140)
+    {
+      std::cout << result << std::endl;
+
+      try
+      {
+        client.updateStatus(result);
+
+        std::cout << "Tweeted!" << std::endl;
+      } catch (const twitter::twitter_error& e)
+      {
+        std::cout << "Twitter error: " << e.what() << std::endl;
+      }
+
+      std::this_thread::sleep_for(std::chrono::hours(1));
+
+      std::cout << std::endl;
+    }
+  }
+}
+
+Subproject df906121dd862c0f704e44f28ee079158c431c4
+Subproject 59eab842de02b2b2ba8bf53e2214b558457e635
+Subproject bedb28fdb4fd52d97e02f6cb946cae631037089