From 7aa2e393b4d8f5e22c09c236020d4c2c2a32e8b3 Mon Sep 17 00:00:00 2001 From: "jaekuk, lee" Date: Thu, 16 Sep 2021 10:15:02 +0900 Subject: [PATCH] [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 --- BUILD.gn | 1 + packaging/wrtjs.spec | 23 +- tizen/build/common.sh | 7 + wrt_app/common/config-search-paths.ts | 2 + wrt_feature/category_service/BUILD.gn | 26 + .../category_service/data/category_probablity.txt | 8 + wrt_feature/category_service/data/naive_data.txt | 103681 ++++++++++++++++++ .../category_service/data/stop_words_stemmed.txt | 438 + .../node_modules/category/category.cpp | 246 + .../node_modules/category/category.h | 35 + .../node_modules/category/porter_stemmer.cpp | 428 + .../node_modules/category/porter_stemmer.h | 73 + 12 files changed, 104966 insertions(+), 2 deletions(-) create mode 100755 wrt_feature/category_service/BUILD.gn create mode 100755 wrt_feature/category_service/data/category_probablity.txt create mode 100755 wrt_feature/category_service/data/naive_data.txt create mode 100755 wrt_feature/category_service/data/stop_words_stemmed.txt create mode 100755 wrt_feature/category_service/node_modules/category/category.cpp create mode 100755 wrt_feature/category_service/node_modules/category/category.h create mode 100755 wrt_feature/category_service/node_modules/category/porter_stemmer.cpp create mode 100755 wrt_feature/category_service/node_modules/category/porter_stemmer.h diff --git a/BUILD.gn b/BUILD.gn index 62f9de2..8790efe 100755 --- 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 --- 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 --- 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 --- 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 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 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 index 0000000..559a862 --- /dev/null +++ b/wrt_feature/category_service/data/naive_data.txt @@ -0,0 +1,103681 @@ +ab,241,111,219,465,0,419,181,0 +aba,425,0,92,55,0,35,286,0 +abaa,0,0,0,0,0,9,0,0 +abab,0,135,0,0,0,0,0,0 +ababab,0,90,0,0,0,0,0,0 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+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 index 0000000..0b1d305 --- /dev/null +++ b/wrt_feature/category_service/node_modules/category/category.cpp @@ -0,0 +1,246 @@ +/* + * Copyright (c) 2014 Samsung Electronics Co., Ltd All Rights Reserved + * + * Licensed 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. + */ +#include +#include +#include +#include +#include +#include +#include +#include "category.h" +#include "porter_stemmer.h" + +#ifdef LOG_TAG +#undef LOG_TAG +#endif +#define LOG_TAG "WRT_SERVICE_CATEGORY" + +using namespace node; +using namespace v8; +using namespace std; +using namespace PorterStemmer; + +namespace wrt { +namespace service { + +static void logd(const char* tag, const char* format, ...){ + va_list args; + va_start(args, format); + LOG_VA(LOG_DEBUG, tag, format, args); + va_end(args); +} + +static CATEGORY *_category = NULL; + +CATEGORY::CATEGORY(){ +} + +CATEGORY::~CATEGORY(){ +}; + +void CATEGORY::Init(){ + logd(LOG_TAG, __PRETTY_FUNCTION__); +} + +void CATEGORY::Uninit(){ + logd(LOG_TAG, __PRETTY_FUNCTION__); +} + +static void CATEGORYinit(const FunctionCallbackInfo& /*args*/){ + logd(LOG_TAG, __PRETTY_FUNCTION__); + if (_category == NULL) { + _category = new CATEGORY(); + } + _category->Init(); +} + +static void CATEGORYuninit(const FunctionCallbackInfo& /*args*/){ + logd(LOG_TAG, __PRETTY_FUNCTION__); + if (_category != NULL) { + _category->Uninit(); + delete _category; + _category = NULL; + } +} + +char ReplaceCharsImpl(char ch) { + if (ch >= 'A' && ch <= 'Z') + return ch + ('a' - 'A'); + else if (ch >= 'a' && ch <= 'z') + return ch; + else + return ' '; +} + +std::string ReplaceChars(std::string str) { + std::string ret; + ret.reserve(str.size()); + for (size_t i = 0; i < str.size(); i++) + ret.push_back(ReplaceCharsImpl(str[i])); + return ret; +} + +std::vector SplitString( + std::string str, + std::string delimiter) { + std::vector result; + if (str.empty()) + return result; + size_t start = 0; + while (start != std::string::npos) { + size_t end = str.find_first_of(delimiter, start); + std::string piece; + if (end == std::string::npos) { + piece = str.substr(start); + start = std::string::npos; + } else { + piece = str.substr(start, end - start); + start = end + 1; + } + if (!piece.empty()) + result.emplace_back(piece); + } + return result; +} + +bool compare_result (std::pair a, std::pair b) { return (a.first>b.first); } +static void CATEGORYgetTag(const FunctionCallbackInfo& args){ + logd(LOG_TAG, __PRETTY_FUNCTION__); + if (_category == NULL) { + _category = new CATEGORY(); + _category->Init(); + } + Isolate* isolate = args.GetIsolate(); + HandleScope scope(isolate); + if(args.Length() != 1 || !args[0]->IsString()) { + logd(LOG_TAG, "Invalid Argument"); + return; + } + + std::string page_data_(*String::Utf8Value(isolate, args[0])); + + std::string page_lower = ReplaceChars(page_data_); + + std::vector raw_words = SplitString(page_lower, "\n\r\t "); + + std::vector words; + + for(int i=0;i 45 or raw_words[i].length() < 2) + continue; + words.push_back(raw_words[i]); + } + + Stemmer z; + std::vector stemmed_words = z.stem_words(words); + + std::map stop_words; + + std::ifstream file; + file.open("/usr/share/wrt/feature/category_service/data/stop_words_stemmed.txt"); + std::ifstream cat_prob; + cat_prob.open("/usr/share/wrt/feature/category_service/data/category_probablity.txt"); + std::ifstream prob_model; + prob_model.open("/usr/share/wrt/feature/category_service/data/naive_data.txt"); + + std::string line; + while (std::getline(file,line)){ + stop_words.insert(std::pair(line,0)); + } + + std::vector cat_prob_vec; + + while (std::getline(cat_prob,line)){ + cat_prob_vec.push_back(std::stof (line,NULL)); + } + + std::map > model; + std::vector cat_voc_count; + for(int i=0;i data = SplitString(line, ","); + std::vector val; + for(int i = 1;i >(data[0],val)); + } + + std::vector categories_name = {"Education", "Games", "Health", "Entertainment", "News", "Shopping", "Sports", "Travel"}; + + std::map words_dict; + std::vector > cat_scores; + for(int i=0;i(0.0,i)); + } + for(int i=0;i > results; + results.push_back(cat_scores[0]); + for(int i=1;i threshold){ + break; + } + relevant_cats++; + results.push_back(cat_scores[i]); + } + std::string retVal; + if(relevant_cats > 2){ + retVal = "MISC"; + }else{ + for(int i=0;i target) { + NODE_SET_METHOD(target, "init", CATEGORYinit); + NODE_SET_METHOD(target, "uninit", CATEGORYuninit); + NODE_SET_METHOD(target, "getTag", CATEGORYgetTag); +} + +NODE_MODULE(category, init); + +} // namespace service +} // namespace wrt 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 index 0000000..8f8fd52 --- /dev/null +++ b/wrt_feature/category_service/node_modules/category/category.h @@ -0,0 +1,35 @@ +/* + * Copyright (c) 2014 Samsung Electronics Co., Ltd All Rights Reserved + * + * Licensed 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. + */ + +#ifndef WRT_SERVICE_NODE_CATEGORY_H_ +#define WRT_SERVICE_NODE_CATEGORY_H_ + +namespace wrt { +namespace service { + +class CATEGORY { +public: + CATEGORY(); + virtual ~CATEGORY(); + void Init(); + void Uninit(); +private: +}; + +} // namespace service +} // namespace wrt + +#endif // WRT_SERVICE_NODE_CATEGORY_H_ 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 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, + + gives 0 + vc gives 1 + vcvc gives 2 + vcvcvc 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 vcvc. */ + +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 Stemmer::stem_words(std::vector &words) { + std::vector stemmed_words; + for(size_t i=0;i /* for malloc, free */ +#include /* for memcmp, memmove */ +#include +#include + +namespace PorterStemmer { + +class Stemmer { + + public: + Stemmer(); + ~Stemmer(); + std::vector stem_words(std::vector &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 */ + +}; +} -- 2.7.4