[Category] native node module for category so wrapping

category feature is supported by default for public profile.
If using category feature for the other profiles, use category option.
$ ./tizen/build/build_tv.sh --category

Related patch:
https://review.tizen.org/gerrit/#/c/platform/framework/web/chromium-efl/+/253460

Change-Id: I7493aeb5111646f278995e6098336b4941394d58
Signed-off-by: jaekuk, lee <juku1999@samsung.com>

diff --git a/BUILD.gn b/BUILD.gn
index 62f9de2..8790efe 100755 (executable)
--- a/BUILD.gn
+++ b/BUILD.gn
@@ -44,5 +44,6 @@ group("wrt_group") {
   deps = [
     "//loader:wrt-loader",
     "//wrt_feature/nmt_service:nmt",
+    "//wrt_feature/category_service:category",
   ]
 }

diff --git a/packaging/wrtjs.spec b/packaging/wrtjs.spec
index 1e5a941..0553745 100755 (executable)
--- a/packaging/wrtjs.spec
+++ b/packaging/wrtjs.spec
@@ -20,13 +20,15 @@ Source:     %{name}-%{version}.tar.gz
 %endif
 
 # The nmt is public feature
+# The category is public feature
 %if "%{?profile}" != "tv" && "%{?profile}" != "wearable" && "%{?_with_da_profile}" != "1"
   %define _use_nmt 1
+  %define _use_category 1
 %endif
 
 BuildRequires: pkgconfig(chromium-efl)
 
-%if "%{?profile}" != "tv" || 0%{?_use_nmt}
+%if "%{?profile}" != "tv" || 0%{?_use_nmt} || 0%{?_use_category}
 BuildRequires: ninja
 BuildRequires: pkgconfig(dlog)
 %endif
@@ -86,13 +88,18 @@ Web Runtime Engine based on Electron
   ninja -C %{_outdir} wrt-loader
 %endif
 
-%if 0%{?_use_nmt}
+%if 0%{?_use_nmt} || 0%{?_use_category}
 %if "%{?profile}" == "tv"
   %define _outdir $PWD/out
   ./build/tools/gn gen %{_outdir}
 %endif
+%if 0%{?_use_nmt}
   ninja -C %{_outdir} nmt
 %endif
+%if 0%{?_use_category}
+  ninja -C %{_outdir} category
+%endif
+%endif
 
 ./build/tools/node ./node_modules/.bin/tsc
 absolute_appdir=$PWD/%{app_dir}
@@ -199,6 +206,13 @@ cp -r %{app_dir}/* %{buildroot}%{_resourcedir}/
   install -m 0644 "%{_outdir}"/libnmt.node                            %{buildroot}%{_datadir}/wrt/feature/nmt_service/node_modules/
 %endif
 
+%if 0%{?_use_category}
+  install -d %{buildroot}%{_datadir}/wrt/feature/category_service/node_modules
+  install -d %{buildroot}%{_datadir}/wrt/feature/category_service/data
+  install -m 0644 "%{_outdir}"/libcategory.node                  %{buildroot}%{_datadir}/wrt/feature/category_service/node_modules/
+  install -m 0644 wrt_feature/category_service/data/*        %{buildroot}%{_datadir}/wrt/feature/category_service/data/
+%endif
+
 %pre
 export CHROMIUM_REVISION=
 if [ -f "%{_datadir}/chromium-efl/version" ]; then
@@ -268,6 +282,11 @@ rm -fr %{buildroot}
   %{_datadir}/wrt/feature/nmt_service/node_modules/libnmt.node
 %endif
 
+%if 0%{?_use_category}
+  %{_datadir}/wrt/feature/category_service/node_modules/libcategory.node
+  %{_datadir}/wrt/feature/category_service/data/*
+%endif
+
 %{_resourcedir}/*
 %if 0%{?__package_signing}
   %{WRTJS_APP_DIR}/author-signature.xml

diff --git a/tizen/build/common.sh b/tizen/build/common.sh
index 15c4f84..a21b829 100755 (executable)
--- a/tizen/build/common.sh
+++ b/tizen/build/common.sh
@@ -30,6 +30,7 @@ function setupAndExecuteTargetBuild() {
   local PROFILE
   local USE_D2D
   local USE_NMT
+  local USE_CATEGORY
   local USE_TPK
   local -a ARGS
 
@@ -46,6 +47,9 @@ function setupAndExecuteTargetBuild() {
     --nmt)
       USE_NMT=1
     ;;
+    --category)
+      USE_CATEGORY=1
+    ;;
     --standard*)
       PROFILE=tz_$(echo $1 | sed 's/--//g')
     ;;
@@ -80,6 +84,9 @@ function setupAndExecuteTargetBuild() {
   if [ "$USE_NMT" == "1" ]; then
     ARGS+=(--define "_use_nmt 1")
   fi
+  if [ "$USE_CATEGORY" == "1" ]; then
+    ARGS+=(--define "_use_category 1")
+  fi
   if [ "$USE_TPK" == "1" ]; then
     ARGS+=(--define "_use_tpk 1")
     if [ "$USE_TPK_UPGRADE" == "1" ] && [ $platform == "tv" ]; then

diff --git a/wrt_app/common/config-search-paths.ts b/wrt_app/common/config-search-paths.ts
index 8555917..f570959 100755 (executable)
--- a/wrt_app/common/config-search-paths.ts
+++ b/wrt_app/common/config-search-paths.ts
@@ -9,6 +9,8 @@ Module._resolveFilename = function (request: string, parent: NodeModule, isMain:
     return path.join(__dirname, '..', 'addon', process.type as string, 'addonapi.js');
   else if (request === 'node-nmt')
     return path.join(__dirname, '..', '..', 'feature/nmt_service/node_modules', 'libnmt.node');
+  else if (request === 'node-category')
+    return path.join(__dirname, '..', '..', 'feature/category_service/node_modules', 'libcategory.node');
   else
     return originalResolveFilename(request, parent, isMain);
 }

diff --git a/wrt_feature/category_service/BUILD.gn b/wrt_feature/category_service/BUILD.gn
new file mode 100755 (executable)
index 0000000..c464e2f
--- /dev/null
+++ b/wrt_feature/category_service/BUILD.gn
@@ -0,0 +1,26 @@
+shared_library("category") {
+  output_name = "category"
+  output_extension = "node"
+  libs = [
+    "dlog",
+    "chromium-impl",
+  ]
+  lib_dirs = [
+    "/usr/share/chromium-efl/lib"
+  ]
+  include_dirs = [
+    "/usr/include/node",
+    "/usr/include/v8",
+  ]
+  sources = [
+    "node_modules/category/category.cpp",
+    "node_modules/category/category.h",
+    "node_modules/category/porter_stemmer.cpp",
+    "node_modules/category/porter_stemmer.h",
+  ]
+  ldflags = [
+    "-shared",
+    "-Wl,--export-dynamic"
+  ]
+  cflags = ["-fPIC"]
+}

diff --git a/wrt_feature/category_service/data/category_probablity.txt b/wrt_feature/category_service/data/category_probablity.txt
new file mode 100755 (executable)
index 0000000..16bf996
--- /dev/null
+++ b/wrt_feature/category_service/data/category_probablity.txt
@@ -0,0 +1,8 @@
+0.179444677023
+0.0762437627997
+0.116654031975
+0.228997182652
+0.0201004740838
+0.170076147588
+0.164752605198
+0.0437311186794
\ No newline at end of file

diff --git a/wrt_feature/category_service/data/naive_data.txt b/wrt_feature/category_service/data/naive_data.txt
new file mode 100755 (executable)
index 0000000..559a862
--- /dev/null
+++ b/wrt_feature/category_service/data/naive_data.txt
@@ -0,0 +1,103681 @@
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diff --git a/wrt_feature/category_service/data/stop_words_stemmed.txt b/wrt_feature/category_service/data/stop_words_stemmed.txt
new file mode 100755 (executable)
index 0000000..4cfda59
--- /dev/null
+++ b/wrt_feature/category_service/data/stop_words_stemmed.txt
@@ -0,0 +1,438 @@
+a
+about
+abov
+across
+after
+afterward
+again
+against
+ain
+all
+almost
+alon
+along
+alreadi
+also
+although
+alwai
+am
+among
+amongst
+amoungst
+amount
+an
+and
+anoth
+ani
+anyhow
+anyon
+anyth
+anywai
+anywher
+ar
+aren
+arenot
+arent
+aren't
+around
+as
+at
+back
+be
+becam
+becaus
+becom
+becom
+becom
+been
+befor
+beforehand
+behind
+be
+below
+besid
+besid
+between
+beyond
+bill
+both
+bottom
+but
+by
+call
+can
+cannot
+cant
+can't
+co
+con
+could
+couldn
+couldnot
+couldnt
+couldn't
+cry
+d
+de
+describ
+detail
+did
+didn
+didnot
+didnt
+didn't
+do
+doe
+doesn
+doesnot
+doesnt
+doesn't
+do
+don
+done
+donot
+dont
+don't
+down
+due
+dure
+each
+eg
+eight
+either
+eleven
+els
+elsewher
+empti
+enough
+etc
+even
+ever
+everi
+everyon
+everyth
+everywher
+except
+few
+fifteen
+fifi
+fill
+find
+fire
+first
+five
+for
+former
+formerli
+forti
+found
+four
+from
+front
+full
+further
+get
+give
+go
+had
+hadn
+hadnot
+hadnt
+hadn't
+ha
+hasn
+hasnot
+hasnt
+hasn't
+have
+haven
+havenot
+havent
+haven't
+have
+he
+he'd
+he'll
+henc
+her
+here
+hereaft
+herebi
+herein
+here'
+hereupon
+her
+herself
+he'
+him
+himself
+hi
+how
+howev
+how'
+hundr
+i
+i'd
+ie
+if
+i'll
+im
+i'm
+in
+inc
+inde
+interest
+into
+is
+isn
+isnot
+isnt
+isn't
+it
+it
+it'
+itself
+iv
+i'v
+just
+keep
+last
+latter
+latterli
+least
+less
+let
+let'
+ll
+ltd
+m
+ma
+made
+mani
+mai
+me
+meanwhil
+might
+mightn
+mill
+mine
+more
+moreov
+most
+mostli
+move
+much
+must
+mustn
+mustnot
+mustnt
+mustn't
+my
+myself
+name
+name
+needn
+neither
+never
+nevertheless
+next
+nine
+no
+nobodi
+none
+noon
+nor
+not
+noth
+now
+nowher
+o
+of
+off
+often
+on
+onc
+on
+onli
+onto
+or
+other
+other
+otherwis
+ought
+our
+our
+ourselv
+out
+over
+own
+part
+per
+perhap
+pleas
+put
+rather
+re
+s
+same
+see
+seem
+seem
+seem
+seem
+seriou
+sever
+shan
+shant
+shan't
+she
+she'd
+she'll
+she'
+should
+shouldn
+shouldnot
+shouldnt
+shouldn't
+show
+side
+sinc
+sincer
+six
+sixti
+so
+some
+somehow
+someon
+someth
+sometim
+sometim
+somewher
+still
+such
+system
+t
+take
+ten
+than
+that
+that'
+the
+their
+their
+them
+themselv
+then
+thenc
+there
+thereaft
+therebi
+therefor
+therein
+there'
+thereupon
+these
+thei
+they'd
+they'll
+they'r
+they'v
+thickv
+thin
+third
+thi
+those
+though
+three
+through
+throughout
+thru
+thu
+to
+togeth
+too
+top
+toward
+toward
+twelv
+twenti
+two
+un
+under
+until
+up
+upon
+us
+ve
+veri
+via
+wa
+wasn
+wasnot
+wasnt
+wasn't
+we
+we'd
+well
+we'll
+were
+we'r
+weren
+werenot
+werent
+weren't
+we'v
+what
+whatev
+what'
+when
+whenc
+whenev
+when'
+where
+whereaft
+wherea
+wherebi
+wherein
+where'
+whereupon
+wherev
+whether
+which
+while
+whither
+who
+whoever
+whole
+whom
+who'
+whose
+why
+why'
+will
+with
+within
+without
+won
+wont
+won't
+would
+wouldn
+wouldnot
+wouldnt
+wouldn't
+y
+yet
+you
+you'd
+you'll
+your
+you'r
+your
+yourself
+yourselv
+you'v
+nbsp
+amp
+pdf
+etc

diff --git a/wrt_feature/category_service/node_modules/category/category.cpp b/wrt_feature/category_service/node_modules/category/category.cpp
new file mode 100755 (executable)
index 0000000..0b1d305
--- /dev/null
+++ b/wrt_feature/category_service/node_modules/category/category.cpp
@@ -0,0 +1,246 @@
+/*\r
+ * Copyright (c) 2014 Samsung Electronics Co., Ltd All Rights Reserved\r
+ *\r
+ *    Licensed under the Apache License, Version 2.0 (the "License");\r
+ *    you may not use this file except in compliance with the License.\r
+ *    You may obtain a copy of the License at\r
+ *\r
+ *        http://www.apache.org/licenses/LICENSE-2.0\r
+ *\r
+ *    Unless required by applicable law or agreed to in writing, software\r
+ *    distributed under the License is distributed on an "AS IS" BASIS,\r
+ *    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\r
+ *    See the License for the specific language governing permissions and\r
+ *    limitations under the License.\r
+ */\r
+#include <dlog/dlog.h>\r
+#include <v8.h>\r
+#include <node.h>\r
+#include <fstream>\r
+#include <cmath>\r
+#include <map>\r
+#include <algorithm>\r
+#include "category.h"\r
+#include "porter_stemmer.h"\r
+\r
+#ifdef LOG_TAG\r
+#undef LOG_TAG\r
+#endif\r
+#define LOG_TAG "WRT_SERVICE_CATEGORY"\r
+\r
+using namespace node;\r
+using namespace v8;\r
+using namespace std;\r
+using namespace PorterStemmer;\r
+\r
+namespace wrt {\r
+namespace service {\r
+\r
+static void logd(const char* tag, const char* format, ...){\r
+  va_list args;\r
+  va_start(args, format);\r
+  LOG_VA(LOG_DEBUG, tag, format, args);\r
+  va_end(args);\r
+}\r
+\r
+static CATEGORY *_category = NULL;\r
+\r
+CATEGORY::CATEGORY(){\r
+}\r
+\r
+CATEGORY::~CATEGORY(){\r
+};\r
+\r
+void CATEGORY::Init(){\r
+  logd(LOG_TAG, __PRETTY_FUNCTION__);\r
+}\r
+\r
+void CATEGORY::Uninit(){\r
+  logd(LOG_TAG, __PRETTY_FUNCTION__);\r
+}\r
+\r
+static void CATEGORYinit(const FunctionCallbackInfo<Value>& /*args*/){\r
+  logd(LOG_TAG, __PRETTY_FUNCTION__);\r
+  if (_category == NULL) {\r
+    _category = new CATEGORY();\r
+  }\r
+  _category->Init();\r
+}\r
+\r
+static void CATEGORYuninit(const FunctionCallbackInfo<Value>& /*args*/){\r
+  logd(LOG_TAG, __PRETTY_FUNCTION__);\r
+  if (_category != NULL) {\r
+    _category->Uninit();\r
+    delete _category;\r
+    _category = NULL;\r
+  }\r
+}\r
+\r
+char ReplaceCharsImpl(char ch) {\r
+  if (ch >= 'A' && ch <= 'Z')\r
+    return ch + ('a' - 'A');\r
+  else if  (ch >= 'a' && ch <= 'z')\r
+    return ch;\r
+  else\r
+    return ' ';\r
+}\r
+\r
+std::string ReplaceChars(std::string str) {\r
+  std::string ret;\r
+  ret.reserve(str.size());\r
+  for (size_t i = 0; i < str.size(); i++)\r
+    ret.push_back(ReplaceCharsImpl(str[i]));\r
+  return ret;\r
+}\r
+\r
+std::vector<std::string> SplitString(\r
+    std::string str,\r
+    std::string delimiter) {\r
+  std::vector<std::string> result;\r
+  if (str.empty())\r
+    return result;\r
+  size_t start = 0;\r
+  while (start != std::string::npos) {\r
+    size_t end = str.find_first_of(delimiter, start);\r
+    std::string piece;\r
+    if (end == std::string::npos) {\r
+      piece = str.substr(start);\r
+      start = std::string::npos;\r
+    } else {\r
+      piece = str.substr(start, end - start);\r
+      start = end + 1;\r
+    }\r
+    if (!piece.empty())\r
+      result.emplace_back(piece);\r
+  }\r
+  return result;\r
+}\r
+\r
+bool compare_result (std::pair<float,int> a, std::pair<float,int> b) { return (a.first>b.first); }\r
+static void CATEGORYgetTag(const FunctionCallbackInfo<Value>& args){\r
+  logd(LOG_TAG, __PRETTY_FUNCTION__);\r
+  if (_category == NULL) {\r
+    _category = new CATEGORY();\r
+    _category->Init();\r
+  }\r
+  Isolate* isolate = args.GetIsolate();\r
+  HandleScope scope(isolate);\r
+  if(args.Length() != 1 || !args[0]->IsString()) {\r
+    logd(LOG_TAG, "Invalid Argument");\r
+    return;\r
+  }\r
+\r
+  std::string page_data_(*String::Utf8Value(isolate, args[0]));\r
+\r
+  std::string page_lower = ReplaceChars(page_data_);\r
+\r
+  std::vector<std::string> raw_words = SplitString(page_lower, "\n\r\t ");\r
+\r
+  std::vector<std::string> words;\r
+\r
+  for(int i=0;i<raw_words.size();i++){\r
+    if (raw_words[i].length() > 45 or raw_words[i].length() < 2)\r
+      continue;\r
+    words.push_back(raw_words[i]);\r
+  }\r
+\r
+  Stemmer z;\r
+  std::vector<std::string> stemmed_words = z.stem_words(words);\r
+\r
+  std::map<std::string,bool> stop_words;\r
+\r
+  std::ifstream file;\r
+  file.open("/usr/share/wrt/feature/category_service/data/stop_words_stemmed.txt");\r
+  std::ifstream cat_prob;\r
+  cat_prob.open("/usr/share/wrt/feature/category_service/data/category_probablity.txt");\r
+  std::ifstream prob_model;\r
+  prob_model.open("/usr/share/wrt/feature/category_service/data/naive_data.txt");\r
+\r
+  std::string line;\r
+  while (std::getline(file,line)){\r
+    stop_words.insert(std::pair<std::string,bool>(line,0));\r
+  }\r
+\r
+  std::vector<float> cat_prob_vec;\r
+\r
+  while (std::getline(cat_prob,line)){\r
+    cat_prob_vec.push_back(std::stof (line,NULL));\r
+  }\r
+\r
+  std::map<std::string,std::vector<int> > model;\r
+  std::vector<int> cat_voc_count;\r
+  for(int i=0;i<cat_prob_vec.size();i++){\r
+    cat_voc_count.push_back(0);\r
+  }\r
+\r
+  while (std::getline(prob_model,line)){\r
+    std::vector<std::string> data = SplitString(line, ",");\r
+    std::vector<int> val;\r
+    for(int i = 1;i<data.size();i++){\r
+      val.push_back(std::stoi (data[i],NULL));\r
+      cat_voc_count[i-1] += val[i-1];\r
+    }\r
+    model.insert(std::pair<std::string,std::vector<int> >(data[0],val));\r
+  }\r
+\r
+  std::vector<std::string> categories_name = {"Education", "Games", "Health", "Entertainment", "News", "Shopping", "Sports", "Travel"};\r
+\r
+  std::map<std::string,int> words_dict;\r
+  std::vector<std::pair<float,int> > cat_scores;\r
+  for(int i=0;i<cat_prob_vec.size();i++){\r
+    cat_scores.push_back(std::pair<float,int>(0.0,i));\r
+  }\r
+  for(int i=0;i<stemmed_words.size();i++){\r
+    if (stemmed_words[i].length() < 2)\r
+      continue;\r
+    if(stop_words.find(stemmed_words[i]) != stop_words.end())\r
+      continue;\r
+    if (words_dict.find(stemmed_words[i]) == words_dict.end()){\r
+      words_dict[stemmed_words[i]] = 0;\r
+    }\r
+    words_dict[stemmed_words[i]] += 1;\r
+    if(model.find(stemmed_words[i]) != model.end()){\r
+      for(int c=0;c<cat_scores.size();c++){\r
+          cat_scores[c].first += (log(1.0 + model[stemmed_words[i]][c])/log(10)) - (log(cat_voc_count[c] + model.size())/log(10));\r
+      }\r
+    }\r
+  }\r
+  std::sort (cat_scores.begin(), cat_scores.end(), compare_result);\r
+\r
+  int relevant_cats = 1;\r
+  float threshold = std::abs(0.01*cat_scores[0].first);\r
+\r
+  std::vector<std::pair<float,int> > results;\r
+  results.push_back(cat_scores[0]);\r
+  for(int i=1;i<cat_scores.size();i++){\r
+    float result_diff = cat_scores[0].first - cat_scores[i].first;\r
+    if (result_diff > threshold){\r
+      break;\r
+    }\r
+    relevant_cats++;\r
+    results.push_back(cat_scores[i]);\r
+  }\r
+  std::string retVal;\r
+  if(relevant_cats > 2){\r
+    retVal = "MISC";\r
+  }else{\r
+    for(int i=0;i<results.size();i++){\r
+      if (i)\r
+        retVal = retVal + ',';\r
+      retVal = retVal + categories_name[results[i].second];\r
+    }\r
+  }\r
+  page_data_.clear();\r
+  args.GetReturnValue().Set(String::NewFromUtf8(isolate, retVal.c_str()).ToLocalChecked());\r
+}\r
+\r
+static void init(Handle<Object> target) {\r
+  NODE_SET_METHOD(target, "init", CATEGORYinit);\r
+  NODE_SET_METHOD(target, "uninit", CATEGORYuninit);\r
+  NODE_SET_METHOD(target, "getTag", CATEGORYgetTag);\r
+}\r
+\r
+NODE_MODULE(category, init);\r
+\r
+} // namespace service\r
+} // namespace wrt\r

diff --git a/wrt_feature/category_service/node_modules/category/category.h b/wrt_feature/category_service/node_modules/category/category.h
new file mode 100755 (executable)
index 0000000..8f8fd52
--- /dev/null
+++ b/wrt_feature/category_service/node_modules/category/category.h
@@ -0,0 +1,35 @@
+/*\r
+ * Copyright (c) 2014 Samsung Electronics Co., Ltd All Rights Reserved\r
+ *\r
+ *    Licensed under the Apache License, Version 2.0 (the "License");\r
+ *    you may not use this file except in compliance with the License.\r
+ *    You may obtain a copy of the License at\r
+ *\r
+ *        http://www.apache.org/licenses/LICENSE-2.0\r
+ *\r
+ *    Unless required by applicable law or agreed to in writing, software\r
+ *    distributed under the License is distributed on an "AS IS" BASIS,\r
+ *    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\r
+ *    See the License for the specific language governing permissions and\r
+ *    limitations under the License.\r
+ */\r
+\r
+#ifndef WRT_SERVICE_NODE_CATEGORY_H_\r
+#define WRT_SERVICE_NODE_CATEGORY_H_\r
+\r
+namespace wrt {\r
+namespace service {\r
+\r
+class CATEGORY {\r
+public:\r
+    CATEGORY();\r
+    virtual ~CATEGORY();\r
+    void Init();\r
+    void Uninit();\r
+private:\r
+};\r
+\r
+} // namespace service\r
+} // namespace wrt\r
+\r
+#endif // WRT_SERVICE_NODE_CATEGORY_H_\r

diff --git a/wrt_feature/category_service/node_modules/category/porter_stemmer.cpp b/wrt_feature/category_service/node_modules/category/porter_stemmer.cpp
new file mode 100755 (executable)
index 0000000..0c3a0fb
--- /dev/null
+++ b/wrt_feature/category_service/node_modules/category/porter_stemmer.cpp
@@ -0,0 +1,428 @@
+#include "porter_stemmer.h"
+
+namespace PorterStemmer {
+/* Member b is a buffer holding a word to be stemmed. The letters are in
+   b[0], b[1] ... ending at b[k_]. Member k is readjusted downwards as
+   the stemming progresses. Zero termination is not in fact used in the
+   algorithm.
+
+   Note that only lower case sequences are stemmed. Forcing to lower case
+   should be done before stem(...) is called.
+
+
+   Typical usage is:
+
+       struct stemmer * z = create_stemmer();
+       char b[] = "pencils";
+       int res = stem(z, b, 6);
+           /- stem the 7 characters of b[0] to b[6]. The result, res,
+              will be 5 (the 's' is removed). -/
+       free_stemmer(z);
+*/
+
+Stemmer::Stemmer():b_(NULL), k_(0), j_(0) {
+}
+
+Stemmer::~Stemmer() {
+       if(b_)
+               free(b_);
+       b_ = NULL;
+}
+
+ /* cons(z, i) is TRUE <=> b[i] is a consonant. ('b' means 'b_', but here
+   and below we drop 'z->' in comments.
+*/
+int Stemmer::cons(int i)
+{
+   switch (b_[i])
+   {  case 'a': case 'e': case 'i': case 'o': case 'u': return 0;
+      case 'y': return (i == 0) ? 1 : !cons(i - 1);
+      default: return 1;
+   }
+}
+
+/* m(z) measures the number of consonant sequences between 0 and j. if c is
+   a consonant sequence and v a vowel sequence, and <..> indicates arbitrary
+   presence,
+
+      <c><v>       gives 0
+      <c>vc<v>     gives 1
+      <c>vcvc<v>   gives 2
+      <c>vcvcvc<v> gives 3
+      ....
+*/
+
+int Stemmer::m()
+{
+   int n = 0;
+   int i = 0;
+   int j = j_;
+   while(1)
+   {  if (i > j) return n;
+      if (! cons(i)) break; i++;
+   }
+   i++;
+   while(1)
+   {  while(1)
+      {  if (i > j) return n;
+            if (cons(i)) break;
+            i++;
+      }
+      i++;
+      n++;
+      while(1)
+      {  if (i > j) return n;
+         if (! cons(i)) break;
+         i++;
+      }
+      i++;
+   }
+}
+
+/* vowelinstem(z) is TRUE <=> 0,...j contains a vowel */
+
+int Stemmer::vowelinstem()
+{
+   int j = j_;
+   int i; for (i = 0; i <= j; i++) if (! cons(i)) return 1;
+   return 0;
+}
+
+/* doublec(z, j) is TRUE <=> j,(j-1) contain a double consonant. */
+
+int Stemmer::doublec(int j)
+{
+   char * b = b_;
+   if (j < 1) return 0;
+   if (b[j] != b[j - 1]) return 0;
+   return cons(j);
+}
+
+/* cvc(z, i) is TRUE <=> i-2,i-1,i has the form consonant - vowel - consonant
+   and also if the second c is not w,x or y. this is used when trying to
+   restore an e at the end of a short word. e.g.
+
+      cav(e), lov(e), hop(e), crim(e), but
+      snow, box, tray.
+
+*/
+
+int Stemmer::cvc(int i)
+{  if (i < 2 || !cons(i) || cons(i - 1) || !cons(i - 2)) return 0;
+   {  int ch = b_[i];
+      if (ch  == 'w' || ch == 'x' || ch == 'y') return 0;
+   }
+   return 1;
+}
+
+/* ends(z, s) is TRUE <=> 0,...k ends with the string s. */
+
+int Stemmer::ends(const char * s)
+{  int length = s[0];
+   char * b = b_;
+   int k = k_;
+   if (s[length] != b[k]) return 0; /* tiny speed-up */
+   if (length > k + 1) return 0;
+   if (memcmp(b + k - length + 1, s + 1, length) != 0) return 0;
+   j_ = k-length;
+   return 1;
+}
+
+/* setto(z, s) sets (j+1),...k to the characters in the string s, readjusting
+   k. */
+
+void Stemmer::setto(const char * s)
+{  int length = s[0];
+   int j = j_;
+   memmove(b_ + j + 1, s + 1, length);
+   k_ = j+length;
+}
+
+/* r(z, s) is used further down. */
+
+void Stemmer::r( const char * s)
+{
+       if (m() > 0)
+               setto(s);
+}
+
+/* step1ab(z) gets rid of plurals and -ed or -ing. e.g.
+
+       caresses  ->  caress
+       ponies    ->  poni
+       ties      ->  ti
+       caress    ->  caress
+       cats      ->  cat
+
+       feed      ->  feed
+       agreed    ->  agree
+       disabled  ->  disable
+
+       matting   ->  mat
+       mating    ->  mate
+       meeting   ->  meet
+       milling   ->  mill
+       messing   ->  mess
+
+       meetings  ->  meet
+
+*/
+
+void Stemmer::step1ab()
+{
+   char * b = b_;
+   if (b[k_] == 's')
+   {
+      if (ends("\04" "sses"))
+          k_ -= 2;
+      else if (ends("\03" "ies"))
+         setto("\01" "i");
+      else if (b[k_ - 1] != 's')
+          k_--;
+   }
+   if (ends("\03" "eed")) {
+          if (m() > 0)
+                  k_--;
+   } else if ((ends("\02" "ed") || ends("\03" "ing")) && vowelinstem()) {
+      k_ = j_;
+      if (ends("\02" "at"))
+               setto("\03" "ate");
+      else if (ends("\02" "bl"))
+               setto("\03" "ble");
+      else if (ends("\02" "iz"))
+               setto("\03" "ize");
+      else if (doublec(k_)){
+               k_--;
+               int ch = b[k_];
+               if (ch == 'l' || ch == 's' || ch == 'z')
+                       k_++;
+      }
+      else if (m() == 1 && cvc(k_))
+               setto("\01" "e");
+   }
+}
+
+/* step1c(z) turns terminal y to i when there is another vowel in the stem. */
+
+void Stemmer::step1c()
+{
+   if (ends("\01" "y") && vowelinstem())
+          b_[k_] = 'i';
+}
+
+
+/* step2(z) maps double suffices to single ones. so -ization ( = -ize plus
+   -ation) maps to -ize etc. note that the string before the suffix must give
+   m(z) > 0. */
+
+void Stemmer::step2()
+{
+  switch (b_[k_-1])
+  {
+   case 'a':
+          if (ends("\07" "ational")) {
+                  r("\03" "ate");
+                  break;
+          }
+           if (ends("\06" "tional")) {
+                  r("\04" "tion");
+                  break;
+          }
+           break;
+   case 'c':
+          if (ends("\04" "enci")) {
+                  r("\04" "ence");
+                  break;
+          }
+           if (ends("\04" "anci")) {
+                  r("\04" "ance");
+                  break;
+          }
+           break;
+   case 'e':
+          if (ends("\04" "izer")) {
+                  r("\03" "ize");
+                  break;
+          }
+           break;
+   case 'l':
+          if (ends("\03" "bli")) {
+                  r("\03" "ble");
+                  break;
+          } /*-DEPARTURE-*/
+
+ /* To match the published algorithm, replace this line with
+    case 'l': if (ends(z, "\04" "abli")) { r(z, "\04" "able"); break; } */
+
+             if (ends("\04" "alli")) {
+                    r("\02" "al");
+                    break;
+            }
+             if (ends("\05" "entli")) {
+                    r("\03" "ent");
+                    break;
+            }
+             if (ends("\03" "eli")) {
+                    r("\01" "e");
+                    break;
+            }
+             if (ends("\05" "ousli")) {
+                    r("\03" "ous");
+                    break;
+            }
+             break;
+   case 'o': if (ends("\07" "ization")) {
+                    r("\03" "ize");
+                    break;
+            }
+             if (ends("\05" "ation")) {
+                    r("\03" "ate");
+                    break;
+            }
+             if (ends("\04" "ator")) {
+                    r("\03" "ate");
+                    break;
+            }
+             break;
+   case 's': if (ends("\05" "alism")) {
+                    r("\02" "al");
+                    break;
+            }
+             if (ends("\07" "iveness")) {
+                    r("\03" "ive");
+                    break;
+            }
+             if (ends("\07" "fulness")) {
+                    r("\03" "ful");
+                    break;
+            }
+             if (ends("\07" "ousness")) {
+                    r("\03" "ous");
+                    break;
+            }
+             break;
+   case 't': if (ends("\05" "aliti")) {
+                    r("\02" "al");
+                    break;
+            }
+             if (ends("\05" "iviti")) {
+                    r("\03" "ive");
+                    break;
+            }
+             if (ends("\06" "biliti")) {
+                    r("\03" "ble");
+                    break;
+            }
+             break;
+   case 'g': if (ends("\04" "logi")) {
+                    r("\03" "log");
+                    break;
+            } /*-DEPARTURE-*/
+
+ /* To match the published algorithm, delete this line */
+
+  }
+}
+
+/* step3(z) deals with -ic-, -full, -ness etc. similar strategy to step2. */
+
+void Stemmer::step3() {
+  switch (b_[k_])
+  {
+   case 'e': if (ends("\05" "icate")) { r("\02" "ic"); break; }
+             if (ends("\05" "ative")) { r("\00" ""); break; }
+             if (ends("\05" "alize")) { r("\02" "al"); break; }
+             break;
+   case 'i': if (ends("\05" "iciti")) { r("\02" "ic"); break; }
+             break;
+   case 'l': if (ends("\04" "ical")) { r("\02" "ic"); break; }
+             if (ends("\03" "ful")) { r("\00" ""); break; }
+             break;
+   case 's': if (ends("\04" "ness")) { r("\00" ""); break; }
+             break;
+  }
+}
+
+/* step4(z) takes off -ant, -ence etc., in context <c>vcvc<v>. */
+
+void Stemmer::step4()
+{  switch (b_[k_-1])
+   {  case 'a': if (ends("\02" "al")) break; return;
+      case 'c': if (ends("\04" "ance")) break;
+                if (ends("\04" "ence")) break; return;
+      case 'e': if (ends("\02" "er")) break; return;
+      case 'i': if (ends("\02" "ic")) break; return;
+      case 'l': if (ends("\04" "able")) break;
+                if (ends("\04" "ible")) break; return;
+      case 'n': if (ends("\03" "ant")) break;
+                if (ends("\05" "ement")) break;
+                if (ends("\04" "ment")) break;
+                if (ends("\03" "ent")) break; return;
+      case 'o': if (ends("\03" "ion") && j_ >= 0 && (b_[j_] == 's' || b_[j_] == 't')) break;
+                if (ends("\02" "ou")) break; return;
+                /* takes care of -ous */
+      case 's': if (ends("\03" "ism")) break; return;
+      case 't': if (ends("\03" "ate")) break;
+                if (ends("\03" "iti")) break; return;
+      case 'u': if (ends("\03" "ous")) break; return;
+      case 'v': if (ends("\03" "ive")) break; return;
+      case 'z': if (ends("\03" "ize")) break; return;
+      default: return;
+   }
+   if (m() > 1) k_ = j_;
+}
+
+/* step5(z) removes a final -e if m(z) > 1, and changes -ll to -l if
+   m(z) > 1. */
+
+void Stemmer::step5()
+{
+   char * b = b_;
+   j_ = k_;
+   if (b[k_] == 'e')
+   {  int a = m();
+      if (a > 1 || (a == 1 && !cvc(k_ - 1)))
+             k_--;
+   }
+   if (b[k_] == 'l' && doublec(k_) && m() > 1)
+          k_--;
+}
+
+/* In stem(z, b, k), b is a char pointer, and the string to be stemmed is
+   from b[0] to b[k] inclusive.  Possibly b[k+1] == '\0', but it is not
+   important. The stemmer adjusts the characters b[0] ... b[k] and returns
+   the new end-point of the string, k'. Stemming never increases word
+   length, so 0 <= k' <= k.
+*/
+
+int Stemmer::stem(char * b, int k)
+{
+   if (k <= 1) return k; /*-DEPARTURE-*/
+   b_ = b; k_ = k; /* copy the parameters into z */
+
+   /* With this line, strings of length 1 or 2 don't go through the
+      stemming process, although no mention is made of this in the
+      published algorithm. Remove the line to match the published
+      algorithm. */
+
+   step1ab();
+   if (k_ > 0) {
+      step1c(); step2(); step3(); step4(); step5();
+   }
+   return k_;
+}
+
+std::vector<std::string> Stemmer::stem_words(std::vector<std::string> &words) {
+       std::vector<std::string> stemmed_words;
+       for(size_t i=0;i<words.size();i++) {
+
+               char *s = (char*)malloc(words[i].length()+1);
+               strcpy(s, words[i].data());
+//             printf("%s ",s);
+               s[stem(s, words[i].length()-1) + 1] = 0;
+//             printf("%s\n",s);
+               stemmed_words.push_back(std::string(s));
+       }
+       return stemmed_words;
+}
+}

diff --git a/wrt_feature/category_service/node_modules/category/porter_stemmer.h b/wrt_feature/category_service/node_modules/category/porter_stemmer.h
new file mode 100755 (executable)
index 0000000..22bc72d
--- /dev/null
+++ b/wrt_feature/category_service/node_modules/category/porter_stemmer.h
@@ -0,0 +1,73 @@
+/* This is the Porter stemming algorithm, coded up as thread-safe ANSI C
+   by the author.
+
+   It may be be regarded as cononical, in that it follows the algorithm
+   presented in
+
+   Porter, 1980, An algorithm for suffix stripping, Program, Vol. 14,
+   no. 3, pp 130-137,
+
+   only differing from it at the points marked --DEPARTURE-- below.
+
+   See also http://www.tartarus.org/~martin/PorterStemmer
+
+   The algorithm as described in the paper could be exactly replicated
+   by adjusting the points of DEPARTURE, but this is barely necessary,
+   because (a) the points of DEPARTURE are definitely improvements, and
+   (b) no encoding of the Porter stemmer I have seen is anything like
+   as exact as this version, even with the points of DEPARTURE!
+
+   You can compile it on Unix with 'gcc -O3 -o stem stem.c' after which
+   'stem' takes a list of inputs and sends the stemmed equivalent to
+   stdout.
+
+   The algorithm as encoded here is particularly fast.
+
+   Release 1: the basic non-thread safe version
+
+   Release 2: this thread-safe version
+
+   Release 3: 11 Apr 2013, fixes the bug noted by Matt Patenaude (see the
+       basic version for details)
+
+   Release 4: 25 Mar 2014, fixes the bug noted by Klemens Baum (see the
+       basic version for details)
+*/
+
+#include <stdlib.h>  /* for malloc, free */
+#include <string.h>  /* for memcmp, memmove */
+#include <vector>
+#include <string>
+
+namespace PorterStemmer {
+
+class Stemmer {
+
+       public:
+               Stemmer();
+               ~Stemmer();
+               std::vector<std::string> stem_words(std::vector<std::string> &words);
+       private:
+               int cons(int i);
+               int m();
+               int vowelinstem();
+                int doublec(int j);
+               int cvc(int i);
+               int ends(const char * s);
+               void setto(const char * s);
+               void r( const char * s);
+               void step1ab();
+               void step1c();
+               void step2();
+               void step3();
+               void step4();
+               void step5();
+               int stem(char * b, int k);
+
+
+               char * b_;       /* buffer for word to be stemmed */
+               int k_;          /* offset to the end of the string */
+               int j_;          /* a general offset into the string */
+
+};
+}