Added initial version of Generic Text Classifier

This patch contain initial version of
generic text classifier.

Change-Id: Ic5da851f1db51749e7bbd1e7ed90ac48a66cc912
Signed-off-by: Nilesh Trimbake <t.shripati@samsung.com>

diff --git a/AUTHORS b/AUTHORS
new file mode 100755 (executable)
index 0000000..09e9521
--- /dev/null
+++ b/AUTHORS
@@ -0,0 +1,4 @@
+Andy Cho <sung.h.cho@samsung.com>
+SeungSeop Park <sns.park@samsung.com>
+Arun Kumar Singh <singh.arun@samsung.com>
+Trimbake Nilesh Shripati <t.shripati@samsung.com>

diff --git a/CMakeLists.txt b/CMakeLists.txt
new file mode 100644 (file)
index 0000000..dbfaea4
--- /dev/null
+++ b/CMakeLists.txt
@@ -0,0 +1,79 @@
+CMAKE_MINIMUM_REQUIRED(VERSION 2.6)
+SET(fw_name "generic_text_classifier")
+
+PROJECT(${fw_name})
+SET(PREFIX ${CMAKE_INSTALL_PREFIX})
+SET(LIB ${LIB_PATH})
+SET(LIBDIR ${PREFIX}/${LIB_PATH})
+SET(BINDIR "${PREFIX}/bin")
+
+SET(INC_DIR include)
+INCLUDE_DIRECTORIES(${INC_DIR})
+
+IF(DBPATH)
+    ADD_DEFINITIONS("-DDATABASE_FULL_PATH=\"${DBPATH}\"")
+ENDIF(DBPATH)
+
+INCLUDE(FindPkgConfig)
+pkg_check_modules(PKGS REQUIRED
+       glib-2.0
+       dlog
+)
+
+INCLUDE_DIRECTORIES(${PKGS_INCLUDE_DIRS})
+LINK_DIRECTORIES(${PKGS_LIBRARY_DIRS})
+
+IF ("${ENABLE_TEST}" STREQUAL "Y")
+   ADD_DEFINITIONS(-DENABLE_TEST)
+ENDIF()
+
+IF ("${EMBEDDING_TYPE}" STREQUAL "2")
+   ADD_DEFINITIONS(-DEMBEDDING_TYPE)
+ENDIF()
+
+FOREACH(flag ${${fw_name}_CFLAGS})
+    SET(EXTRA_CFLAGS "${EXTRA_CFLAGS} ${flag}")
+ENDFOREACH(flag)
+
+SET(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${EXTRA_CXXFLAGS} -fPIC -Wall -Werror -lsqlite3 -lglib-2.0 -ldlog")
+SET(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${EXTRA_CFLAGS} -fPIC -Wall -lsqlite3 -lglib-2.0 -ldlog")
+SET(CMAKE_C_FLAGS_DEBUG "-O0 -g")
+
+ADD_DEFINITIONS("-DPREFIX=\"${CMAKE_INSTALL_PREFIX}\"")
+
+SET(CMAKE_EXE_LINKER_FLAGS "-Wl,--as-needed -Wl,--rpath=${LIBDIR}")
+
+aux_source_directory(src SOURCES_PE)
+
+
+LIST (APPEND SOURCES
+      ${SOURCES_PE}
+      ${SOURCES_NB}
+      ${SOURCES_BN}
+     )
+
+ADD_LIBRARY(${fw_name} SHARED ${SOURCES})
+
+TARGET_LINK_LIBRARIES(${PROJECT_NAME} ${fw_name_LDFLAGS} "-lsqlite3 -lpthread -ldl -lglib-2.0 -ldlog")
+INSTALL(TARGETS ${fw_name} DESTINATION ${LIB})
+
+INSTALL(
+        DIRECTORY ${INC_DIR}/ DESTINATION include/
+        FILES_MATCHING
+        PATTERN "${INC_DIR}/*.h"
+        )
+
+SET(PC_NAME ${fw_name})
+SET(PC_REQUIRED ${pc_dependents})
+SET(PC_LDFLAGS -l${fw_name})
+
+CONFIGURE_FILE(
+    ${fw_name}.pc.in
+    ${CMAKE_CURRENT_SOURCE_DIR}/${fw_name}.pc
+    @ONLY
+)
+INSTALL(FILES ${CMAKE_CURRENT_SOURCE_DIR}/${fw_name}.pc DESTINATION ${LIB}/pkgconfig)
+
+IF ("${ENABLE_TEST}" STREQUAL "Y")
+    ADD_SUBDIRECTORY(test)
+ENDIF()

diff --git a/LICENSE b/LICENSE
new file mode 100755 (executable)
index 0000000..9c13a9b
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,204 @@
+Copyright (c) 2000 - 2011 Samsung Electronics Co., Ltd. All rights reserved.\r
+\r
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diff --git a/NOTICE b/NOTICE
new file mode 100755 (executable)
index 0000000..0e0f016
--- /dev/null
+++ b/NOTICE
@@ -0,0 +1,3 @@
+Copyright (c) Samsung Electronics Co., Ltd. All rights reserved.
+Except as noted, this software is licensed under Apache License, Version 2.
+Please, see the LICENSE.APLv2 file for Apache License terms and conditions.

diff --git a/README.md b/README.md
new file mode 100644 (file)
index 0000000..0b56d7a
--- /dev/null
+++ b/README.md
@@ -0,0 +1,47 @@
+## GenericClassifier on Tizen\r
+\r
+* The given project classifies text into 15 categories\r
+* Recommended Tizen Version: 5.0\r
+* Recommended Platform Image version : TIZEN-5.0-need to be updated\r
+\r
+## Module mapping with Source files\r
+\r
+* GenericClassifier consist of following APIs\r
+  * text_classifier_initialize()\r
+  * text_classifier_deinitialize()\r
+  * text_classifier_create()\r
+  * text_classifier_delete()\r
+  * text_classifier_get_category()\r
+  * text_classifier_add_category()\r
+  * text_classifier_delete_category()\r
+  * text_classifier_update_category()\r
+\r
+* src folder contains all the module implementation\r
+  * persistentStorage.cpp contains the functionality for database handling.\r
+  * dataPreprocessing.cpp processes upon the raw text to extract important words which would be used for classification.\r
+  * Classifier.cpp implments the logic for classifying text into predefined categories.\r
+  * generic_classifier.c exposes the APIs. \r
+* Header files corresponding to modules are put in include folder,  \r
+  API description corresponding to module is provided in corresponding header file.\r
+\r
+## GenericClassifier on Tizen build steps\r
+* Step 1: Build "Generic Text Classifier on Tizen" Project\r
+  * Get the source codes\r
+  ```console\r
+  $ git clone https://review.tizen.org/gerrit/p/platform/core/api/generic-text-classifier\r
+  $ cd generic_text_classifier\r
+  ```\r
+  * Build "GenericTextClassifier on Tizen" Project\r
+  ```console\r
+  $ gbs build --include-all -A armv7l\r
+  ```\r
+  * Install the rpm created generic_text_classifier by using the command "rpm -Uvh --force --nodeps <rpm_name>".\r
+  * When above rpm is installed on a Tizen device, libgeneric_text_classifier.so will be created at the path "/usr/lib".\r
+\r
+  * To build and run the gc_unit_test test applications applications, the following build command needs to be used\r
+  ```console\r
+  $ gbs build --include-all -A armv7l --define 'enable_test "Y"'\r
+  ```\r
+## Running test application for GenericClassifier on Tizen\r
+  * Run the application unit test application "/usr/bin/gc_unit_test".\r
+\r

diff --git a/generic_text_classifier.pc.in b/generic_text_classifier.pc.in
new file mode 100644 (file)
index 0000000..eae246d
--- /dev/null
+++ b/generic_text_classifier.pc.in
@@ -0,0 +1,13 @@
+# Package Information for pkg-config
+
+prefix=@PREFIX@
+exec_prefix=/usr
+libdir=@LIB_INSTALL_DIR@
+includedir=@INCLUDE_INSTALL_DIR@/
+
+Name: @PC_NAME@
+Description: @PACKAGE_DESCRIPTION@
+Version: @VERSION@
+Requires: @PC_REQUIRED@
+Libs: -L${libdir} @PC_LDFLAGS@
+Cflags: -I${includedir}

diff --git a/include/gc_categorization.h b/include/gc_categorization.h
new file mode 100644 (file)
index 0000000..ecb6cdf
--- /dev/null
+++ b/include/gc_categorization.h
@@ -0,0 +1,186 @@
+/*
+ * Copyright (c) 2011 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.
+ */
+
+/**
+ * @file gc_categorization.h
+ * @brief API to add, delete user and get classification of categories.
+ * @internal
+ * @ingroup     CAPI_GENERIC_CLASSIFIER_MODULE
+ */
+
+#ifndef TIZEN_GC_CATEGORIZATION_H
+#define TIZEN_GC_CATEGORIZATION_H
+
+#include <vector>
+#include <string>
+#include <iostream>
+#include <math.h>
+#include <algorithm>
+
+using namespace std;
+
+/**
+ * @brief   This enum defines different possible error during API call.
+ */
+enum error_type {
+       GC_ERROR_CODE_USER_NOT_FOUND,
+       GC_ERROR_CODE_TEXT_IS_NULL,
+       GC_ERROR_CODE_LIST_CONTAINS_NULL,
+       GC_ERROR_CODE_UNKNOWN
+};
+
+/**
+ * @brief   This class defines the result data returned by different API calls.
+ * @detail  This class contains error type, success(true/false), category_score_vec vector of float and
+ *          category_name_vec vector of string. By default success is set to false and error is set to
+ *          GC_ERROR_CODE_UNKNOWN.
+ */
+class classificationResult
+{
+       public:
+               /* bool value which defines whether API was successful(true value) or failed(false value)*/
+               bool m_classification_api_sucess_state;
+
+               /* enum value which defines different possible error value during API call*/
+               error_type m_classification_api_error;
+
+               /**
+                * Vector of float value, which defines ranks of differnt text in getProfileInference API
+                * in the same order as the text is paased in function argument or ranking of History based
+                * text in getHistoryInference API, depending on which APIs return value is being processed.
+                */
+               vector<float> category_score_vec;
+
+               /**
+                * Vector of string value, which defines entryID of history records in user history
+                * acorresponding to the Hitory records renking mentioned in valiable retVal. This member
+                * variable is irelevant when return value of getHistoryReference API is being processed.
+                */
+               vector<string> category_name_vec;
+
+               /**
+                * default constructor of classificationResult, by default success member variable is set to false and
+                * error is set to GC_ERROR_CODE_UNKNOWN.
+                */
+               classificationResult();
+};
+
+/**
+ * @brief   This class manages the APIs to interact with SQLITE3 database.
+ * @detail  This class contains APIs to OPEN DB, CREATE DB TABLES(User Data, User Profile Data,
+ *          User KeyWord Data, User History Data), INSERT, FETCH, UPDATE and DELETE table data and
+ *          DELETE DB and CLOSE DB Connection.
+ *          *Note - This class is defined in some other header file(gc_persistent_storage.h).
+ */
+class PersistentStorage;
+
+/**
+ * @brief   This class is collection of user profile data.
+ * @detail  This class contains a profile(vector of float) which represent the User Profile.
+ *          It contains wordCount integer value, which represent the total words used in profile
+ *          computation. timeStamp string value which represent the last profile update time.
+ *          *Note - This class is defined in some other header file(gc_persistent_storage.h).
+ */
+class CategoryProfile;
+
+/**
+ * @brief   This class is collection of Interface APIs exposed by library to application.
+ * @detail  This class definition contains implementation of URL Recommend class which contains the
+ *          interface to manage user, manage user profile and history data and provide inference
+ *          based on Profile and history data.
+ */
+class Classifier
+{
+       public:
+               /**
+                * @brief   This function is responsible to delete all the data in database(all profile and
+                *          history records for default user as well as all specific users).
+                */
+               classificationResult resetSystemData();
+
+               /**
+                * @brief   This function is responsible to update category profile based on text provided as
+                *          input argument.
+                */
+               int updateCategory(const string userID, const string categoryID, const char* text);
+
+               /**
+                * @brief   This function is responsible to add a new user defined category to its list.
+                *          The new category is provided as input argument.
+                */
+               int addCategory(const string userID, const string category);
+
+               /**
+                * @brief   This function is responsible to delete the specified category profile.
+                *          The category is provided as input argument.
+                */
+               int deleteCategory(const string userID, const string category);
+
+               /**
+                * @brief   This function is responsible to rank, based on similarity with the userProfile build
+                *          till the time API is called, provided collection of text data.
+                */
+               classificationResult getCategoryInference(const string userID, const char* inputText);
+
+               /**
+                * @brief   This function is responsible for setting a flag that indicates that application
+                *          wants to terminate the function as soon as possible.
+                * @return  NA
+                */
+               void cancelThread();
+
+               /**
+                * @brief   This function is default constructor of the class Classifier. It sets cancel flag
+                *          to a default value of false.
+                * @param   [out] NA
+                * @return  NA
+                */
+               Classifier();
+
+       private:
+
+               vector<pair<string, vector<float>>> catProf;
+
+               /**
+                * @brief   This function is responsible to compute mean of words embeddings for a set of words.
+                * @param   [in] PersistentStorage&, reference to data base access interface.
+                * @param   [in] vector<string>&, collection of words wor which mean has to be calculated.
+                * @param   [out] NA
+                * @return  vector<float>, mean of numerical representation of set of input words.
+                */
+               vector<float> computeMean(PersistentStorage& ps, const vector<string>& words);
+
+               /**
+                * @brief   This function is responsible to compute cosine similarity for two given vectors.
+                * @param   [in] vector<float>&, first input vector.
+                * @param   [in] vector<float>&, second input vector.
+                * @param   [out] NA
+                * @return  float, cosine distance between two given vectors.
+                */
+               float computeCosine(const vector<float>& A, const vector<float>& B);
+
+               /**
+                * @brief   This function is responsible for resetting a flag that indicates that application
+                *          wants to terminate the function as soon as possible.
+                * @param   [out] NA
+                * @return  NA
+                */
+               void resetCancelFlag();
+
+               bool cancelFlag;
+};
+
+#endif /* TIZEN_GC_CATEGORIZATION_H */

diff --git a/include/gc_common.h b/include/gc_common.h
new file mode 100644 (file)
index 0000000..74a752f
--- /dev/null
+++ b/include/gc_common.h
@@ -0,0 +1,66 @@
+/*
+ * Copyright (c) 2011 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.
+ */
+
+/**
+ * @file gc_common.h
+ * @brief contains common function used for classification.
+ * @ingroup     CAPI_GENERIC_CLASSIFIER_MODULE
+ */
+
+#ifndef __TIZEN_GC_COMMON_H__
+#define __TIZEN_GC_COMMON_H__
+
+#ifdef __cplusplus
+extern "C"
+{
+#endif /* __cplusplus */
+
+#include <string.h>
+
+#include "gc_internal.h"
+
+#define MAX_CATEGORY_LEN 30
+
+#define GC_CHECK_INPUT_PARAMETER(arg) \
+       if (arg == NULL) { \
+               return GC_ERROR_INVALID_PARAMETER; \
+       }
+
+#define GC_CHECK_INPUT_PARAMETER_UINT(arg) \
+       if (arg < 1) { \
+               return GC_ERROR_INVALID_PARAMETER; \
+       }
+
+#define GC_CHECK_INIT_STATUS() \
+       if (_gc_check_init_status() == GC_ERROR_INITIALIZATION_NOT_DONE) { \
+               return GC_ERROR_INITIALIZATION_NOT_DONE; \
+       }
+
+#define GC_CHECK_HANDLE_CREATION() \
+       if (_gc_check_handle_creation() == GC_ERROR_HANDLE_NOT_CREATED) { \
+               return GC_ERROR_HANDLE_NOT_CREATED; \
+       }
+
+#define GC_CHECK_HANDLE_VALIDITY(arg) \
+       if (_gc_check_handle_validity(arg) == GC_ERROR_HANDLE_NOT_VALID) { \
+               return GC_ERROR_HANDLE_NOT_VALID; \
+       }
+
+#ifdef __cplusplus
+}
+#endif /* __cplusplus */
+
+#endif /* __TIZEN_GC_COMMON_H__ */

diff --git a/include/gc_data_preprocessing.h b/include/gc_data_preprocessing.h
new file mode 100644 (file)
index 0000000..4a4b2f4
--- /dev/null
+++ b/include/gc_data_preprocessing.h
@@ -0,0 +1,50 @@
+/*
+ * Copyright (c) 2011 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.
+ */
+
+/**
+ * @file gc_data_preprocessing.h
+ * @brief API to extract the stop words.
+ * @internal
+ * @ingroup     CAPI_GENERIC_CLASSIFIER_MODULE
+ */
+
+#ifndef DATA_PREPROCESSING_H
+#define DATA_PREPROCESSING_H
+
+#include <iostream>
+#include <sstream>
+#include <string>
+#include <vector>
+#include <algorithm>
+
+#include "gc_persistent_storage.h"
+
+using namespace std;
+
+
+/**
+* @brief   This function is responsible to preprocess the given input text, removal of stop words,
+*          separate the words in two set Keywords(words which are not present in word2vec database)
+*          and Content Words(top 50 words based on idf score, which are present in word2vec database)
+* @param   [in] string, Unique ID for User for which ranking of history record data has to
+* @param   [in] PersistentStorage&, reference to data base access interface.
+* @param   [out] NA
+* @return  pair<vector<string>, vector<string>>, pair of two string vectors, first one contains
+*          keywords and second one contains content words.
+*/
+pair<vector<string>, vector<string>> extractKeywords(const char* inputdata, PersistentStorage& ps);
+
+#endif  /* DATA_PREPROCESSING_H */

diff --git a/include/gc_inference.h b/include/gc_inference.h
new file mode 100644 (file)
index 0000000..7386c85
--- /dev/null
+++ b/include/gc_inference.h
@@ -0,0 +1,45 @@
+/*
+ * Copyright (c) 2011 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.
+ */
+
+/**
+ * @file gc_inference.h
+ * @brief API to get categories.
+ * @ingroup     CAPI_GENERIC_CLASSIFIER_MODULE
+ */
+
+#ifndef GC_INFERENCE_H
+#define GC_INFERENCE_H
+
+#include "gc_common.h"
+
+#ifdef __cplusplus
+extern "C"
+{
+#endif /* __cplusplus */
+       typedef struct {
+               char first_category[MAX_CATEGORY_LEN], second_category[MAX_CATEGORY_LEN], third_category[MAX_CATEGORY_LEN];
+               float first_category_score , second_category_score , third_category_score ;
+       } gc_get_category_result;
+
+       gc_get_category_result get_category(char *uID, char *appID, char *text);
+       int add_category(char *appID, char *uID, char *category_name);
+       int delete_category(char *appID, char *uID, char *category_name);
+       int update_category(char *appID, char *uID, char *category_name, char *text_data, int text_data_len);
+#ifdef __cplusplus
+}
+#endif /* __cplusplus */
+
+#endif /* GC_INFERENCE_H */

diff --git a/include/gc_internal.h b/include/gc_internal.h
new file mode 100644 (file)
index 0000000..703d956
--- /dev/null
+++ b/include/gc_internal.h
@@ -0,0 +1,62 @@
+/*
+ * Copyright (c) 2011 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.
+ */
+
+/**
+ * @file gc_internal.h
+ * @brief Internal implementation of public API's.
+ * @internal
+ * @ingroup     CAPI_GENERIC_CLASSIFIER_MODULE
+ */
+
+#ifndef __TIZEN_GENERIC_CLASSIFIER_INTERNAL_H__
+#define __TIZEN_GENERIC_CLASSIFIER_INTERNAL_H__
+
+#ifdef __cplusplus
+extern "C"
+{
+#endif /* __cplusplus */
+
+#include "generic_text_classifier.h"
+#include "generic_text_classifier_type.h"
+#include "gc_private.h"
+
+       int _initialize(void);
+
+       int _deinitialize(void);
+
+       int _create_classifier(gc_classifier_h *classifier_handle, char *app_id, char *user_id);
+
+       int _delete_classifier(gc_classifier_h *classifier_handle);
+
+       int _get_category(gc_classifier_s *classifier_handle, char *text_data, int text_data_len, gc_category_s *category_list);
+
+       int _gc_check_init_status(void);
+
+       int _gc_check_handle_creation(void);
+
+       int _gc_check_handle_validity(gc_classifier_h *classifier_handle);
+
+       int _add_category(gc_classifier_s *classifier_handle, char *category_name);
+
+       int _delete_category(gc_classifier_s *classifier_handle, char *category_name);
+
+       int _update_category(gc_classifier_s *classifier_handle, char *category_name, char *text_data, int text_data_len);
+
+#ifdef __cplusplus
+}
+#endif /* __cplusplus */
+
+#endif /* __TIZEN_GENERIC_CLASSIFIER_TYPE_H__ */

diff --git a/include/gc_persistent_storage.h b/include/gc_persistent_storage.h
new file mode 100644 (file)
index 0000000..8eed359
--- /dev/null
+++ b/include/gc_persistent_storage.h
@@ -0,0 +1,386 @@
+/*
+ * Copyright (c) 2011 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.
+*/
+
+/**
+ * @file gc_persistent_storage.h
+ * @brief API to implement sqlite3 database query.
+ * @internal
+ * @ingroup     CAPI_GENERIC_CLASSIFIER_MODULE
+ */
+
+#ifndef TIZEN_PERSISTENT_STORAGE_H
+#define TIZEN_PERSISTENT_STORAGE_H
+
+#include <sqlite3.h>
+#include <stdlib.h>
+
+#include <string>
+#include <vector>
+#include <iostream>
+#include <sstream>
+
+#define W2VDIM 300
+
+using namespace std;
+
+/**
+ * @brief   This class is collection of user profile data.
+ * @detail  This class contains a profile(vector of float) which represent the User Profile.
+ *          It contains wordCount integer value, which represent the total words used in profile
+ *          computation. timeStamp string value which represent the last profile update time.
+ */
+class CategoryProfile
+{
+       public:
+
+               /**
+                * It is the vector of 300 float value which represent the user profile based on all the
+                * keywords and content words fetched from web pages he has visited till the last time stamp value.
+                */
+               vector<float> profile;
+
+               /**
+                * Represent the total number of words used for user profile computation, fetched from visited
+                * web pages.
+                */
+               int wordCount;
+
+               /**
+                * categoryName string value which represent the name of the category as provided by the user
+                */
+               string categoryName;
+
+               /**
+                * @brief   This function implements public constructor for CategoryProfile class.
+                *          It initializes its data member wordCount and categoryName to some default value.
+                * @param   [in]     NA
+                * @param   [out]    NA
+                * @return  NA
+                */
+               CategoryProfile() : wordCount(0), categoryName(""){}
+};
+
+/**
+ * @brief   This class manages the APIs to interact with SQLITE3 database.
+ * @detail  This class contains APIs to OPEN DB, CREATE DB TABLES(User Data, User Profile Data,
+ *          User KeyWord Data, User History Data), INSERT, FETCH, UPDATE and DELETE table data and
+ *          DELETE DB and CLOSE DB Connection.
+ */
+class PersistentStorage 
+{
+       public:
+               /**
+                * @brief   This function is responsible to check whether the the given word has embedding
+                *          in word2vec dataset or not.
+                * @param   [in]  const vector<string>&, vector of words string for which embeddings has to be
+                *                checked.
+                * @param   [out] NA
+                * @return  vector<tuple<float, bool, bool>>, vector of tuple of float value and 2 boolean values. Each
+                *          entry in return vector correspond to a word in input word vector. Each tuple represents
+                *          whether embedding corresponding to word exist or not if exist then corresponding idf
+                *          value other default(0.0) value and whether the words exists in English Dictionary.
+                */
+               vector<tuple<float, bool, bool>> checkWordEmbedding(const vector<string>& words);
+
+               /**
+                * @brief   This function is responsible to get the word embeddings for given word from word2vec
+                *          dataset.
+                * @param   [in]  const vector<string>&, vector of words string for which embeddings has to be gotten.
+                * @param   [out] NA
+                * @return  vector<vector<float>>, vector of word embeddings corresponding to each word present
+                *          in input vector. Each embedding vector consist of 300 float values.
+                */
+               vector<vector<float>> getWordEmbedding(const vector<string>& words);
+
+               /**
+                * @brief   This function is responsible to get the user profile for a given user with given userID.
+                * @param   [in]  string, Unique ID for User, for which profile has to be fetched.
+                * @param   [out] NA
+                * @return  UserProfile, return user profile corresponding to the given user.
+                */
+               vector<pair<string, vector<float>>> getAllCategoryProfile();
+
+               /**
+                * @brief   This function is responsible to get all the user defined category profile for a given userID.
+                * @param   [in]  string, Unique ID for User, for which profile has to be fetched.
+                * @param   [out] NA
+                * @return  UserProfile, return user profile corresponding to the given user.
+                */
+               vector<pair<string, vector<float>>> getAllUserCategoryProfile(const string& UserID);
+
+               /**
+                * @brief   This function is responsible to get the user profile for a given user with given userID.
+                * @param   [in]  string, Unique ID for User, for which profile has to be fetched.
+                * @param   [out] NA
+                * @return  UserProfile, return user profile corresponding to the given user.
+                */
+               CategoryProfile getCategoryProfile(const string& userID);
+
+               /**
+                * @brief   This function is responsible to update the user profile for a given userID.
+                * @param   [in]  string, Unique ID for User, for which profile has to be fetched.
+                * @param   [in]  categoryprofile object that contains category information
+                * @param   [out] NA
+                * @return  UserProfile, return user profile corresponding to the given user.
+                */
+               int updateCategoryProfile(const string& userID, const CategoryProfile& categoryProfile);
+
+               /**
+                * @brief   This function is responsible to add a new category to a given userID.
+                * @param   [in]  string, Unique ID for User, for which profile has to be added.
+                * @param   [in]  string, category to be added.
+                * @param   [out] NA
+                * @return  UserProfile, return user profile corresponding to the given user.
+                */
+               int addCategoryProfile(const string& userID, const string& category);
+
+               /**
+                * @brief   This function is responsible to delete a new category from a given userID.
+                * @param   [in]  string, Unique ID for User, for which profile has to be deleted.
+                * @param   [in]  string, category to be deleted.
+                * @param   [out] NA
+                * @return  UserProfile, return user profile corresponding to the given user.
+                */
+               int deleteCategoryProfile(const string& userID, const string& category);
+
+               /**
+                * @brief   This function implements private constructor for PersistentStorage class
+                *          so it can't be created either by new or just creating an object.
+                * @param   [in]     NA
+                * @param   [out]    NA
+                * @return  NA
+                */
+               PersistentStorage();
+
+               /**
+                * @brief   This function implements private destructor of PersistentStorage class
+                * @param   [in]     NA
+                * @param   [out]    NA
+                * @return  NA
+                */
+               ~PersistentStorage();
+
+       private:
+
+               /**
+                * @brief   This function opens database connection and creates UserData and UserProfileData
+                *          and UserHIstoryData tables, which contains user specific profile and web browsing
+                *          history data.
+                * @param   [in]    NA
+                * @param   [out]   NA
+                * @return  int, 0 : if DB created successfully > 0 : query got error
+                */
+               int createDB();
+
+               /**
+                * @brief   This function implements the logic to execute sqlite query and checks return value.
+                *          actual sql query is stored in queryBuffer char array argument variable and database
+                *          connection is stored in db variable which it uses.
+                * @param   [in] Pointer to an callback function which returns int and takes void*, int,
+                *          char**, char** as input parameter.
+                * @param   [in] void*, data structure passed at the time of calling sqlite3 API to store
+                *               the returned result
+                * @param   [in] char*, query data to be executed.
+                * @param   [out] NA
+                * @return  int, 0 : if query execution successfully > 0 : query got error
+                */
+               int executeQuery(sqlite3* db, int (*callback)(void*,int,char**,char**), void* data, char* queryBuffer);
+
+               /**
+                * @brief   This function implements a generic callback function for sqlite3 APIs for
+                *          which return values processing is not required
+                * @param   [in]   void*, data structure passed at the time of calling sqlite3 API to store
+                *                 the returned result
+                * @param   [in]   int, number of values contained in a record
+                * @param   [in]   char**, values contained in a record as a return of query execution
+                * @param   [in]   char**, this column name corresponding to the values in record
+                * @param   [out]  NA
+                * @return  int,   0 : for successful processing of query result, otherwise query result processing
+                *                 encountered as error scenario.
+                */
+               static int commonCB(void* data, int argc, char** argv, char** azColName);
+
+               /**
+                * @brief   This function implements a callback to process the result of query which checks whether
+                *          a given word exist in word2vec DB or not if exist then it gets corresponding word's
+                *          idf score.
+                * @param   [in]   void*, data structure passed at the time of calling sqlite3 API to store
+                *                 the returned result
+                * @param   [in]   int, number of values contained in a record
+                * @param   [in]   char**, values contained in a record as a return of query execution
+                * @param   [in]   char**, this column name corresponding to the values in record
+                * @param   [out]  NA
+                * @return  int,   0 : for successful processing of query result, otherwise query result processing
+                *                 encountered as error scenario.
+                */
+               static int checkWordEmbeddingDataCB(void *data, int argc, char **argv, char **azColName);
+
+               /**
+                * @brief   This function implements a callback to process the result of query to get the embeddings
+                *          of a given word in word2vec DB.
+                * @param   [in]   void*, data structure passed at the time of calling sqlite3 API to store
+                *                 the returned result
+                * @param   [in]   int, number of values contained in a record
+                * @param   [in]   char**, values contained in a record as a return of query execution
+                * @param   [in]   char**, this column name corresponding to the values in record
+                * @param   [out]  NA
+                * @return  int,   0 : for successful processing of query result, otherwise query result processing
+                *                 encountered as error scenario.
+                */
+               static int embeddingDataCB(void *data, int argc, char **argv, char **azColName);
+
+               /**
+                * @brief   This function implements a callback to process the result of query to get the User
+                *          Keyword Data for a given user.
+                * @param   [in]   void*, data structure passed at the time of calling sqlite3 API to store
+                *                 the returned result
+                * @param   [in]   int, number of values contained in a record
+                * @param   [in]   char**, values contained in a record as a return of query execution
+                * @param   [in]   char**, this column name corresponding to the values in record
+                * @param   [out]  NA
+                * @return  int,   0 : for successful processing of query result, otherwise query result processing
+                *                 encountered as error scenario.
+                */
+               static int getKeyWordsInfoCB(void *data, int argc, char **argv, char **azColName);
+
+               /**
+                * @brief   This function implements a callback to process the result of query to get the User
+                *          History Data for a given user.
+                * @param   [in]   void*, data structure passed at the time of calling sqlite3 API to store
+                *                 the returned result
+                * @param   [in]   int, number of values contained in a record
+                * @param   [in]   char**, values contained in a record as a return of query execution
+                * @param   [in]   char**, this column name corresponding to the values in record
+                * @param   [out]  NA
+                * @return  int,   0 : for successful processing of query result, otherwise query result processing
+                *                 encountered as error scenario.
+                */
+               static int checkUserHistoryDataCB(void *data, int argc, char **argv, char **azColName);
+
+               /**
+                * @brief   This function implements a callback to process the result of query to get the category
+                *          data for all general categories.
+                * @param   [in]   void*, data structure passed at the time of calling sqlite3 API to store
+                *                 the returned result
+                * @param   [in]   int, number of values contained in a record
+                * @param   [in]   char**, values contained in a record as a return of query execution
+                * @param   [in]   char**, this column name corresponding to the values in record
+                * @param   [out]  NA
+                * @return  int,   0 : for successful processing of query result, otherwise query result processing
+                *                 encountered as error scenario.
+                */
+               static int getAllCategoryProfileCB(void *data, int argc, char **argv, char **azColName);
+
+               /**
+                * @brief   This function implements a callback to process the result of query to get the category
+                *          profiles for every user defined category of a user.
+                * @param   [in]   void*, data structure passed at the time of calling sqlite3 API to store
+                *                 the returned result
+                * @param   [in]   int, number of values contained in a record
+                * @param   [in]   char**, values contained in a record as a return of query execution
+                * @param   [in]   char**, this column name corresponding to the values in record
+                * @param   [out]  NA
+                * @return  int,   0 : for successful processing of query result, otherwise query result processing
+                *                 encountered as error scenario.
+                */
+               static int getAllUserCategoryProfileCB(void *data, int argc, char **argv, char **azColName);
+
+               /**
+                * @brief   This function implements a callback to process the result of query to get the data
+                *          of a given category.
+                * @param   [in]   void*, data structure passed at the time of calling sqlite3 API to store
+                *                 the returned result
+                * @param   [in]   int, number of values contained in a record
+                * @param   [in]   char**, values contained in a record as a return of query execution
+                * @param   [in]   char**, this column name corresponding to the values in record
+                * @param   [out]  NA
+                * @return  int,   0 : for successful processing of query result, otherwise query result processing
+                *                 encountered as error scenario.
+                */
+               static int getCategoryProfileCB(void *data, int argc, char **argv, char **azColName);
+
+               /**
+                * Contains a handle to connection of a word2vec DataBase.
+                */
+               sqlite3* w2v_db;
+
+               /**
+                * Contains name of word2vec dataBase.
+                */
+               const string W2V_DATABASE_NAME;
+
+               /**
+                * Contains name of user profile dataBase.
+                */
+               const string USER_DATABASE_NAME;
+
+               /**
+                * These member variables contains name of the tables containing user data.
+                */
+               const string TABLE_USER_DATA;
+
+               /**
+                * These member variables contains name of the tables containing user profile data.
+                */
+               const string TABLE_USER_PROFILE_DATA;
+
+               /**
+                * These member variables contains name of the tables containing user keywords data.
+                */
+               const string TABLE_USER_KEYWORD_DATA;
+
+               /**
+                * These member variables contains name of the tables containing user web browsing history data.
+                */
+               const string TABLE_USER_HISTORY_DATA;
+
+               /**
+                * This const member variable of string type contains the value of userID which appears in all
+                * tables, UserData, UserProfileData, UserKeyWordsData and UserHistoryData.
+                */
+               const string KEY_USERID;
+
+               /**
+                * This const member variable of string type contains the value of word which appears in
+                * UserKeyWordsData table.
+                */
+               const string KEY_WORD;
+
+               /**
+                * This const member variable of string type contains the value of category which appears in
+                * table UserProfileData.
+                */
+               const string KEY_CATEGORY;
+
+               /**
+                * This const member variable of string type contains the value of timeStamp which appears in
+                * tables, UserKeyWordsData and UserProfileData.
+                */
+               const string KEY_WORDCOUNT;
+
+               /**
+                * This const member variable of string type contains the value of history record ID which appears
+                * in table UserHistoryData.
+                */
+               const string KEY_ENTRYID;
+
+               /**
+                * This const member variable of string type contains the value of all keyWords concatenated as
+                * a single string separated by ','which appears in table UserHistoryData.
+                */    
+               const string KEY_KEYWORDS;
+};
+#endif /* TIZEN_PERSISTENT_STORAGE_H */

diff --git a/include/gc_private.h b/include/gc_private.h
new file mode 100644 (file)
index 0000000..5853898
--- /dev/null
+++ b/include/gc_private.h
@@ -0,0 +1,44 @@
+/*
+ * Copyright (c) 2011 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 __TIZEN_GC_PRIVATE_H__
+#define __TIZEN_GC_PRIVATE_H__
+
+#include <dlog.h>
+
+#ifdef __cplusplus
+extern "C"
+{
+#endif /* __cplusplus */
+
+#undef LOG_TAG
+#define LOG_TAG "GENERIC_CLASSIFIER"
+
+#define GC_INFO(fmt, args...) LOGI(fmt, ##args)
+#define GC_DBG(fmt, args...) LOGD(fmt, ##args)
+#define GC_ERR(fmt, args...) LOGE(fmt, ##args)
+
+       typedef struct {
+               int handle;
+               char *uID;
+               char *appID;
+       } gc_classifier_s;
+
+#ifdef __cplusplus
+}
+#endif /* __cplusplus */
+
+#endif /* __TIZEN_GENERIC_CLASSIFIER_TYPE_H__ */

diff --git a/include/generic_text_classifier.h b/include/generic_text_classifier.h
new file mode 100644 (file)
index 0000000..43c2785
--- /dev/null
+++ b/include/generic_text_classifier.h
@@ -0,0 +1,224 @@
+/*
+ * Copyright (c) 2011 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 __TIZEN_GENERIC_TEXT_CLASSIFIER_H__
+#define __TIZEN_GENERIC_TEXT_CLASSIFIER_H__
+
+#ifdef __cplusplus
+extern "C"
+{
+#endif /* __cplusplus */
+
+#include "generic_text_classifier_type.h"
+       /**
+        * @file generic_text_classifier.h
+        * @brief API to create, delete category and get classification of categories.
+        * @ingroup     CAPI_GENERIC_CLASSIFIER_MODULE
+        */
+       /**
+
+        * @ingroup CAPI_GENERIC_CLASSIFIER_MODULE
+        * @brief Initializes the generic classifier module.
+        * @privlevel public
+        *
+        * @return 0 on success, otherwise a integer value is greater than zero.
+        * @retval #GC_ERROR_NONE  Successful
+        * @retval #GC_ERROR_ALREADY_DONE Initialization already completed
+        *
+        * @post after this function call user app must create a classifier through text_classifier_create CAPI.
+        * to to user further CAPIs.
+        * Once library usage is over text_classifier_deinitialize CAPI must be called.
+        *
+        * @see text_classifier_deinitialize()
+        */
+       int text_classifier_initialize(void);
+
+       /**
+        * @ingroup CAPI_GENERIC_CLASSIFIER_MODULE
+        * @brief De-Initializes the generic classifier module.
+        * @privlevel public
+        *
+        * @return 0 on success, otherwise a integer value is greater than zero.
+        * @retval #GC_ERROR_NONE  Successful
+        * @retval #GC_ERROR_ALREADY_DONE De-Initialization already completed
+        *
+        * @pre Initializatiion must have completed through text_classifier_initialize() API, before using this API.
+        *
+        * @see text_classifier_initialize()
+        */
+       int text_classifier_deinitialize(void);
+
+       /**
+        * @ingroup CAPI_GENERIC_CLASSIFIER_MODULE
+        * @brief  Create classifier handlei, which is used for further CAPI calls to use the library.
+        * @privlevel public
+        *
+        * @param[in] app_id pointer to a null terminated character array, containing unique ID for Application
+        * @param[in] user_id pointer to a null terminated character array, containing unique ID for User
+        * @param[out] classifier_handle pointer to a gc_classifier_h struct, having its members as user_id and appID
+        *
+        * @return 0 on success, otherwise a positive error value
+        * @retval #GC_ERROR_NONE  Successful
+        * @retval #GC_ERROR_ALREADY_DONE  Handle Creation already complete
+        * @retval #GC_ERROR_OUT_OF_MEMORY  System out of mamory malloc call failed
+        * @retval #GC_ERROR_INITIALIZATION_NOT_DONE Module not initialized
+        * @retval #GC_ERROR_INVALID_PARAMETER  Invalid Parameter
+        *
+        * @pre The genereic classifier module must be initialized with text_classifier_initialize().
+        * @post Once create classifier is successful, further APIs to get category or profile management canbe used.
+        * once classifier usage is over it must be deleted with text_classifier_delete API.
+        *
+        * @see text_classifier_initialize()
+        * @see text_classifier_delete()
+        */
+       int text_classifier_create(gc_classifier_h *classifier_handle, char *app_id, char *user_id);
+
+       /**
+        * @ingroup CAPI_GENERIC_CLASSIFIER_MODULE
+        * @brief delete classifier handlei, which is created with text_classifier_create(), for further CAPI calls to use the library.
+        * @privlevel public
+        *
+        * @param[in] classifier_handle pointer to a gc_classifier_h struct, having its members as user_id and appID
+        *
+        * @return 0 on success, otherwise a positive error value
+        * @retval #GC_ERROR_NONE  Successful
+        * @retval #GC_ERROR_INITIALIZATION_NOT_DONE Module not initialized
+        * @retval #GC_ERROR_INVALID_PARAMETER  Invalid Parameter
+        * @retval #GC_ERROR_HANDLE_NOT_CREATED  Handle deletion already complete or handle not created
+        * @retval #GC_ERROR_HANDLE_NOT_VALID  classifier handle don't match with created classifier handle.
+        *
+        * @pre The genereic classifier handle must be created with with text_classifier_create().
+        * @post Once delete classifier is successful, further APIs to get category or profile management canbe can't used.
+        * untill application again creates classifier handle.
+        * once classifier handle deletion is done next step is to de-initialization with text_classifier_deinitialize API.
+        *
+        * @see text_classifier_initialize()
+        * @see text_classifier_create()
+        */
+       int text_classifier_delete(gc_classifier_h *classifier_handle);
+
+       /**
+        * @ingroup CAPI_GENERIC_CLASSIFIER_MODULE
+        * @brief text_classifier_get_category get predicted categories and corresponding scores.
+        * @privlevel public
+        *
+        * @param[in] classifier_handle pointer to a gc_classifier_h struct, having its members as user_id and appID
+        * @param[in] text_data pointer to a null terminated character array, containing text data to be classified
+        * @param[in] text_data_len length of text data to be classified
+        * @param[out] category_list pointer to a gc_category_s struct, having its members as char array of top three predicted
+        * categories and corresponding scores as a float values.
+        * Category string may have below values.
+        * ADVENTURE
+        * COMICS
+        * COMPUTERS
+        * EDUCATION
+        * ENTERTAINMENT
+        * FINANCE
+        * GAMES
+        * HEALTH
+        * HOME
+        * LAW_AND_POLITICS
+        * RELIGION_AND_SPIRITUALITY
+        * SCIENCE
+        * SHOPPING
+        * SPORTS
+        * TRAVEL
+        *
+        * @return 0 on success, otherwise a positive error value
+        * @retval #GC_ERROR_NONE  Successful
+        * @retval #GC_ERROR_INITIALIZATION_NOT_DONE Module not initialized
+        * @retval #GC_ERROR_INVALID_PARAMETER  Invalid Parameter
+        * @retval #GC_ERROR_HANDLE_NOT_CREATED  Handle deletion already complete or handle not created
+        * @retval #GC_ERROR_HANDLE_NOT_VALID  classifier handle don't match with created classifier handle.
+        *
+        * @pre The initialization and genereic classifier handle must be created with gc_initialization and text_classifier_create() API
+        *
+        * @see text_classifier_initialize()
+        * @see text_classifier_create()
+        */
+       int text_classifier_get_category(gc_classifier_h *classifier_handle, char *text_data, int text_data_len, gc_category_s *category_list);
+
+       /**
+       * @ingroup CAPI_GENERIC_CLASSIFIER_MODULE
+       * @brief text_classifier_add_category add user defined category
+       * @privlevel public
+       *
+       * @param[in] classifier_handle pointer to a gc_classifier_h struct, having its members as user_id and appID
+       * @param[in] category_name pointer to a null terminated character array, containing category name
+       * @return 0 on success, otherwise a positive error value
+       * @retval #GC_ERROR_NONE  Successful
+       * @retval #GC_ERROR_INITIALIZATION_NOT_DONE Module not initialized
+       * @retval #GC_ERROR_INVALID_PARAMETER  Invalid Parameter
+       * @retval #GC_ERROR_HANDLE_NOT_CREATED  Handle deletion already complete or handle not created
+       * @retval #GC_ERROR_HANDLE_NOT_VALID  classifier handle don't match with created classifier handle.
+       *
+       * @pre The initialization and genereic classifier handle must be created with gc_initialization and text_classifier_create() API
+       *
+       * @see text_classifier_initialize()
+       * @see text_classifier_create()
+       */
+       int text_classifier_add_category(gc_classifier_h *classifier_handle, char *category_name);
+
+       /**
+       * @ingroup CAPI_GENERIC_CLASSIFIER_MODULE
+       * @brief text_classifier_delete_category delete user defined category
+       * @privlevel public
+       *
+       * @param[in] classifier_handle pointer to a gc_classifier_h struct, having its members as user_id and appID
+       * @param[in] category_name pointer to a null terminated character array, containing category name
+       * @return 0 on success, otherwise a positive error value
+       * @retval #GC_ERROR_NONE  Successful
+       * @retval #GC_ERROR_INITIALIZATION_NOT_DONE Module not initialized
+       * @retval #GC_ERROR_INVALID_PARAMETER  Invalid Parameter
+       * @retval #GC_ERROR_HANDLE_NOT_CREATED  Handle deletion already complete or handle not created
+       * @retval #GC_ERROR_HANDLE_NOT_VALID  classifier handle don't match with created classifier handle.
+       *
+       * @pre The initialization and genereic classifier handle must be created with gc_initialization and text_classifier_create() API
+       *
+       * @see text_classifier_initialize()
+       * @see text_classifier_create()
+       */
+       int text_classifier_delete_category(gc_classifier_h *classifier_handle, char *category_name);
+
+       /**
+       * @ingroup CAPI_GENERIC_CLASSIFIER_MODULE
+       * @brief text_classifier_update_category train classifier with given text_data for given category
+       * @privlevel public
+       *
+       * @param[in] classifier_handle pointer to a gc_classifier_h struct, having its members as user_id and appID
+       * @param[in] category_name pointer to a null terminated character array, containing category name
+       * @param[in] text_data pointer to a null terminated character array, containing text data which will use to train model
+       * @param[in] text_data_len length of text data to be classified
+       * @return 0 on success, otherwise a positive error value
+       * @retval #GC_ERROR_NONE  Successful
+       * @retval #GC_ERROR_INITIALIZATION_NOT_DONE Module not initialized
+       * @retval #GC_ERROR_INVALID_PARAMETER  Invalid Parameter
+       * @retval #GC_ERROR_HANDLE_NOT_CREATED  Handle deletion already complete or handle not created
+       * @retval #GC_ERROR_HANDLE_NOT_VALID  classifier handle don't match with created classifier handle.
+       *
+       * @pre The initialization and genereic classifier handle must be created with gc_initialization and text_classifier_create() API
+       *
+       * @see text_classifier_initialize()
+       * @see text_classifier_create()
+       */
+       int text_classifier_update_category(gc_classifier_h *classifier_handle, char *category_name, char *text_data, int text_data_len);
+
+
+#ifdef __cplusplus
+}
+#endif /* __cplusplus */
+
+#endif /* __TIZEN_GENERIC_TEXT_CLASSIFIER_H__ */

diff --git a/include/generic_text_classifier_type.h b/include/generic_text_classifier_type.h
new file mode 100644 (file)
index 0000000..b66f333
--- /dev/null
+++ b/include/generic_text_classifier_type.h
@@ -0,0 +1,72 @@
+/*
+ * Copyright (c) 2011 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 __TIZEN_GENERIC_CLASSIFIER_TYPE_H__
+#define __TIZEN_GENERIC_CLASSIFIER_TYPE_H__
+
+#include <stdlib.h>
+
+#ifdef __cplusplus
+extern "C"
+{
+#endif /* __cplusplus */
+
+       /**
+        * @file generic_text_classifier_type.h
+        * @brief API to create, delete category and get classification of categories.
+        * @ingroup     CAPI_GENERIC_CLASSIFIER_MODULE
+        */
+
+#define MAX_CATEGORY_NAME_LEN 30
+
+       /**
+        * @ingroup CAPI_GENERIC_CLASSIFIER_MODULE
+        * @brief Enumerations of classifier error codes, returned by different APIs
+        */
+       typedef enum {
+               GC_ERROR_NONE = 0x00,                   /**< Successful*/
+               GC_ERROR_INVALID_PARAMETER,             /**< Invalid parameter */
+               GC_ERROR_HANDLE_NOT_CREATED,            /**< Handle not created*/
+               GC_ERROR_HANDLE_NOT_VALID,              /**< Wrong handle passed*/
+               GC_ERROR_INITIALIZATION_NOT_DONE,       /**< Initialization not done */
+               GC_ERROR_ALREADY_DONE,                  /**< Operation already done  */
+               GC_ERROR_OUT_OF_MEMORY,                 /**< No more memory in system  */
+               GC_ERROR_UNKNOWN                        /**< Unknown error  */
+       } gc_error_e;
+
+       /**
+        * @ingroup CAPI_GENERIC_CLASSIFIER_MODULE
+        * @brief category data structure for inferenced categories.
+        * char array represent the catagory of max length MAX_CATEGORY_LEN, float values containg corresponding score.
+        * this structure containg the Top 3 inferenced categories and corresponding score.
+        */
+       typedef struct {
+               char first_category[MAX_CATEGORY_NAME_LEN], second_category[MAX_CATEGORY_NAME_LEN], third_category[MAX_CATEGORY_NAME_LEN];
+               float first_category_score;
+               float second_category_score;
+               float third_category_score;
+       } gc_category_s;
+       /**
+        * @ingroup CAPI_GENERIC_CLASSIFIER_MODULE
+        * @brief The handle to control classifier represent the user and application cambination.
+        */
+       typedef void *gc_classifier_h;
+
+#ifdef __cplusplus
+}
+#endif /* __cplusplus */
+
+#endif /* __TIZEN_GENERIC_CLASSIFIER_TYPE_H__ */

diff --git a/packaging/generic_text_classifier.manifest b/packaging/generic_text_classifier.manifest
new file mode 100644 (file)
index 0000000..97e8c31
--- /dev/null
+++ b/packaging/generic_text_classifier.manifest
@@ -0,0 +1,5 @@
+<manifest>
+       <request>
+               <domain name="_"/>
+       </request>
+</manifest>

diff --git a/packaging/generic_text_classifier.spec b/packaging/generic_text_classifier.spec
new file mode 100644 (file)
index 0000000..c5722b3
--- /dev/null
+++ b/packaging/generic_text_classifier.spec
@@ -0,0 +1,71 @@
+Name:    generic_text_classifier
+Summary: API
+Version: 1.0.0
+Release: 1
+Group:   Development/Libraries
+BuildRequires:    cmake
+BuildRequires:    pkgconfig(dlog)
+BuildRequires:    pkgconfig(sqlite3)
+BuildRequires:    pkgconfig(glib-2.0)
+Requires(post):   /sbin/ldconfig
+Requires(postun): /sbin/ldconfig
+License: Apache-2.0
+Source0: %{name}-%{version}.tar.gz
+Source1: %{name}.manifest
+
+%define database_full_path /opt/usr/dbspace/.wordv2vec_idf.db
+
+%description
+%{summary}
+
+%package devel
+Summary: Generic Text Classifier api for Tizen Platform
+Requires: %{name} = %{version}
+
+%description devel
+Generic Text Classifier for Tizen Platform
+
+%prep
+%setup -q
+cp %{SOURCE1} .
+%build
+cmake VERBOSE=1 -DCMAKE_INSTALL_PREFIX=/usr -DLIB_INSTALL_DIR=%{_libdir} -DENABLE_TEST=%{enable_test}  -DINCLUDE_INSTALL_DIR=%{_includedir} -DLIB_PATH=%{_lib} ./ -DEMBEDDING_TYPE=%{embedding_type} -DDBPATH=%{database_full_path}
+
+make %{?_smp_mflags}
+
+%install
+mkdir -p %{buildroot}/opt/usr/dbspace
+install -m 644 resource/wordv2vec_idf.db %{buildroot}%{database_full_path}
+install -d "%{buildroot}"%{_includedir}
+install -m 644 include/generic_text_classifier.h %{buildroot}%{_includedir}
+install -m 644 include/generic_text_classifier_type.h %{buildroot}%{_includedir}
+
+%make_install
+
+%post -p /sbin/ldconfig
+
+%postun -p /sbin/ldconfig
+
+%if "%{enable_test}" == "Y"
+%define FILENAMES %{_bindir}/gc_persistent_storage_test \
+%define FILENAMES %{_bindir}/gc_unit_test \
+%define FILENAMES %{_bindir}/gc_accuracy_test
+         
+%else
+%define FILENAMES \
+%endif()
+
+%files
+%manifest generic_text_classifier.manifest
+%{_libdir}/libgeneric_text_classifier.so
+%{database_full_path}
+%{FILENAMES}
+%if "%{enable_test}" == "Y"
+%{_bindir}/gc_persistent_storage_test
+%{_bindir}/gc_unit_test
+%{_bindir}/gc_accuracy_test
+%endif()
+%files devel
+%{_libdir}/pkgconfig/*.pc
+%{_includedir}/*.h
+%{_libdir}/libgeneric_text_classifier.so

diff --git a/src/gc_categorization.cpp b/src/gc_categorization.cpp
new file mode 100644 (file)
index 0000000..60b819e
--- /dev/null
+++ b/src/gc_categorization.cpp
@@ -0,0 +1,177 @@
+/*
+ * Copyright (c) 2011 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 <mutex>
+
+#include "gc_persistent_storage.h"
+#include "gc_data_preprocessing.h"
+#include "gc_categorization.h"
+
+/*This set of MACROS has to be called in this sequence only, first call START Macro then END Macro */
+#define NONINTERRUPT_BLOCK_START {int l1234Var = 0; mtx.lock();
+#define NONINTERRUPT_BLOCK_END mtx.unlock(); g1234Var = l1234Var; if (cancelFlag) { resetCancelFlag(); return res; }}
+
+/*
+* This MACROS has to be called when we want to exit from function based on cancel flag, This must not be
+* called in between NONINTERRUPT_BLOCK_START and NONINTERRUPT_BLOCK_END macro
+*/
+#define UNLOCKED_EXIT_POINT int l1234Var = 0; if (cancelFlag) {g1234Var = l1234Var; resetCancelFlag(); return res; }
+
+mutex mtx;
+
+classificationResult::classificationResult()
+{
+       m_classification_api_sucess_state = false;
+       m_classification_api_error = GC_ERROR_CODE_UNKNOWN;
+}
+
+vector<float> Classifier::computeMean(PersistentStorage& ps, const vector<string>& words)
+{
+       vector<vector<float>> embeds = ps.getWordEmbedding(words);
+
+       int rows = embeds.size();
+       vector<float> result(W2VDIM);
+
+       if (embeds.size() == 0)
+               return result;
+
+       for (int i = 0; i < W2VDIM; i++) {
+               for (int j = 0; j < rows; j++)
+                       result[i] += embeds[j][i];
+               result[i] = result[i] / rows;
+       }
+
+       return result;
+}
+
+float Classifier::computeCosine(const vector<float>& A, const vector<float>& B)
+{
+       long double dot = 0.0, denom_a = 0.0, denom_b = 0.0;
+
+       for (unsigned int i = 0; i < A.size(); ++i) {
+               dot += A[i] * B[i] ;
+               denom_a += A[i] * A[i] ;
+               denom_b += B[i] * B[i] ;
+       }
+
+       return dot / sqrt(denom_a * denom_b) ;
+}
+
+static void computeCategoryProfile(CategoryProfile& usrProf, vector<string>& contentWords, PersistentStorage& ps)
+{
+       vector<float> w2vsum(W2VDIM);
+       vector<vector<float>> wordVectors = ps.getWordEmbedding(contentWords);
+       int numWords = wordVectors.size(), curWords = usrProf.wordCount;
+
+       for(int i = 0; i < W2VDIM; i++)
+               for(int j = 0; j < numWords; j++)
+                       w2vsum[i] += wordVectors[j][i];
+
+       for(int j = 0; j < W2VDIM; j++)
+               usrProf.profile[j] = (usrProf.profile[j] * curWords + w2vsum[j]) / (curWords + numWords);
+       usrProf.wordCount += numWords;
+}
+
+int Classifier::addCategory(const string userID, const string category)
+{
+       PersistentStorage ps;
+       int retVal = ps.addCategoryProfile(userID, category);
+       return retVal;
+}
+
+int Classifier::deleteCategory(const string userID, const string category)
+{
+       PersistentStorage ps;
+       int retVal = ps.deleteCategoryProfile(userID, category);
+       return retVal;
+}
+
+int Classifier::updateCategory(const string userID, const string category, const char* text)
+{
+       PersistentStorage ps;
+
+       pair<vector<string>, vector<string>> textWords;
+       vector<string> keyWords, contentWords;
+
+       textWords = extractKeywords(text, ps);
+       keyWords = textWords.first;
+       contentWords = textWords.second;
+
+       CategoryProfile categoryProfile;
+
+       categoryProfile = ps.getCategoryProfile(category);
+       computeCategoryProfile(categoryProfile, contentWords, ps);
+       categoryProfile.categoryName = category;
+       int retVal = ps.updateCategoryProfile(userID, categoryProfile);
+       return retVal;
+}
+
+classificationResult Classifier::getCategoryInference(const string userID, const char* inputText)
+{
+       PersistentStorage ps;
+       classificationResult res;
+       vector<pair<float, string>> result;
+       vector<string> words, keyWords, contentWords;
+
+       pair<vector<string>, vector<string>> textWords = extractKeywords(inputText, ps);
+       keyWords = textWords.first;
+       contentWords = textWords.second;
+
+       vector<float> mean = computeMean(ps, contentWords);
+       vector<pair<string, vector<float>>> tempCatProf;
+       tempCatProf = ps.getAllUserCategoryProfile(userID);
+       tempCatProf.insert(tempCatProf.end(), catProf.begin(), catProf.end());
+
+       for (unsigned int i = 0; i < tempCatProf.size(); i++) {
+               float cos_val = 0.0;
+
+               if (contentWords.size() > 0)
+                       cos_val = computeCosine(mean, tempCatProf[i].second);
+               else
+                       cos_val = 0.0;
+               result.push_back(make_pair(cos_val, tempCatProf[i].first));
+       }
+       sort(result.begin(), result.end());
+       reverse(result.begin(), result.end());
+       res.m_classification_api_sucess_state = true;
+
+       for (unsigned int i = 0; i < result.size(); i++)
+               result[i].first -= result[tempCatProf.size() - 1].first;
+
+       float sftmxSum = result[0].first + result[1].first + result[2].first;
+       for (unsigned int i = 0; i < result.size(); i++) {
+               res.category_score_vec.push_back(result[i].first/sftmxSum);
+               res.category_name_vec.push_back(result[i].second);
+       }
+       return res;
+}
+
+Classifier::Classifier()
+{
+       cancelFlag = false;
+       PersistentStorage ps;
+       catProf = ps.getAllCategoryProfile();
+}
+
+void Classifier::cancelThread()
+{
+       cancelFlag = true;
+}
+
+void Classifier::resetCancelFlag()
+{
+       cancelFlag = false;
+}

diff --git a/src/gc_data_preprocessing.cpp b/src/gc_data_preprocessing.cpp
new file mode 100644 (file)
index 0000000..b891c87
--- /dev/null
+++ b/src/gc_data_preprocessing.cpp
@@ -0,0 +1,73 @@
+/*
+ * Copyright (c) 2011 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 <tuple>
+#include <map>
+
+#include "gc_data_preprocessing.h"
+
+const string stop_words = (",a,about,above,after,again,against,ain,all,am,an,and,any,are,aren,aren't,as,at,be,because,been,before,being,below,between,both,but,by,can,couldn,couldn't,d,did,didn,didn't,do,does,doesn,doesn't,doing,don,don't,down,during,each,few,for,from,further,had,hadn,hadn't,has,hasn,hasn't,have,haven,haven't,having,he,her,here,hers,herself,him,himself,his,how,i,if,in,into,is,isn,isn't,it,it's,its,itself,just,ll,m,ma,me,mightn,mightn't,more,most,mustn,mustn't,my,myself,needn,needn't,no,nor,not,now,o,of,off,on,once,only,or,other,our,ours,ourselves,out,over,own,re,s,same,shan,shan't,she,she's,should,should've,shouldn,shouldn't,so,some,such,t,than,that,that'll,the,their,theirs,them,themselves,then,there,these,they,this,those,through,to,too,under,until,up,ve,very,was,wasn,wasn't,we,were,weren,weren't,what,when,where,which,while,who,whom,why,will,with,won,won't,wouldn,wouldn't,y,you,you'd,you'll,you're,you've,your,yours,yourself,yourselves,could,he'd,he'll,he's,here's,how's,i'd,i'll,i'm,i've,let's,ought,she'd,she'll,that's,there's,they'd,they'll,they're,they've,we'd,we'll,we're,we've,what's,when's,where's,who's,why's,would,able,abst,accordance,according,accordingly,across,act,actually,added,adj,affected,affecting,affects,afterwards,ah,almost,alone,along,already,also,although,always,among,amongst,announce,another,anybody,anyhow,anymore,anyone,anything,anyway,anyways,anywhere,apparently,approximately,arent,arise,around,aside,ask,asking,auth,available,away,awfully,b,back,became,become,becomes,becoming,beforehand,begin,beginning,beginnings,begins,behind,believe,beside,besides,beyond,biol,brief,briefly,c,ca,came,cannot,can't,cause,causes,certain,certainly,co,com,come,comes,contain,containing,contains,couldnt,date,different,done,downwards,due,e,ed,edu,effect,eg,eight,eighty,either,else,elsewhere,end,ending,enough,especially,et,etc,even,ever,every,everybody,everyone,everything,everywhere,ex,except,f,far,ff,fifth,first,five,fix,followed,following,follows,former,formerly,forth,found,four,furthermore,g,gave,get,gets,getting,give,given,gives,giving,go,goes,gone,got,gotten,h,happens,hardly,hed,hence,hereafter,hereby,herein,heres,hereupon,hes,hi,hid,hither,home,howbeit,however,hundred,id,ie,im,immediate,immediately,importance,important,inc,indeed,index,information,instead,invention,inward,itd,it'll,j,k,keep,keeps,kept,kg,km,know,known,knows,l,largely,last,lately,later,latter,latterly,least,less,lest,let,lets,like,liked,likely,line,little,'ll,look,looking,looks,ltd,made,mainly,make,makes,many,may,maybe,mean,means,meantime,meanwhile,merely,mg,might,million,miss,ml,moreover,mostly,mr,mrs,much,mug,must,n,na,name,namely,nay,nd,near,nearly,necessarily,necessary,need,needs,neither,never,nevertheless,new,next,nine,ninety,nobody,non,none,nonetheless,noone,normally,nos,noted,nothing,nowhere,obtain,obtained,obviously,often,oh,ok,okay,old,omitted,one,ones,onto,ord,others,otherwise,outside,overall,owing,p,page,pages,part,particular,particularly,past,per,perhaps,placed,please,plus,poorly,possible,possibly,potentially,pp,predominantly,present,previously,primarily,probably,promptly,proud,provides,put,q,que,quickly,quite,qv,r,ran,rather,rd,readily,really,recent,recently,ref,refs,regarding,regardless,regards,related,relatively,research,respectively,resulted,resulting,results,right,run,said,saw,say,saying,says,sec,section,see,seeing,seem,seemed,seeming,seems,seen,self,selves,sent,seven,several,shall,shed,shes,show,showed,shown,showns,shows,significant,significantly,similar,similarly,since,six,slightly,somebody,somehow,someone,somethan,something,sometime,sometimes,somewhat,somewhere,soon,sorry,specifically,specified,specify,specifying,still,stop,strongly,sub,substantially,successfully,sufficiently,suggest,sup,sure,take,taken,taking,tell,tends,th,thank,thanks,thanx,thats,that've,thence,thereafter,thereby,thered,therefore,therein,there'll,thereof,therere,theres,thereto,thereupon,there've,theyd,theyre,think,thou,though,thoughh,thousand,throug,throughout,thru,thus,til,tip,together,took,toward,towards,tried,tries,truly,try,trying,ts,twice,two,u,un,unfortunately,unless,unlike,unlikely,unto,upon,ups,us,use,used,useful,usefully,usefulness,uses,using,usually,v,value,various,'ve,via,viz,vol,vols,vs,w,want,wants,wasnt,way,wed,welcome,went,werent,whatever,what'll,whats,whence,whenever,whereafter,whereas,whereby,wherein,wheres,whereupon,wherever,whether,whim,whither,whod,whoever,whole,who'll,whomever,whos,whose,widely,willing,wish,within,without,wont,words,world,wouldnt,www,x,yes,yet,youd,youre,z,zero,a's,ain't,allow,allows,apart,appear,appreciate,appropriate,associated,best,better,c'mon,c's,cant,changes,clearly,concerning,consequently,consider,considering,corresponding,course,currently,definitely,described,despite,entirely,exactly,example,going,greetings,hello,help,hopefully,ignored,inasmuch,indicate,indicated,indicates,inner,insofar,it'd,keep,keeps,novel,presumably,reasonably,second,secondly,sensible,serious,seriously,sure,t's,third,thorough,thoroughly,three,well,wonder,a,about,above,above,across,after,afterwards,again,against,all,almost,alone,along,already,also,although,always,am,among,amongst,amoungst,amount,an,and,another,any,anyhow,anyone,anything,anyway,anywhere,are,around,as,at,back,be,became,because,become,becomes,becoming,been,before,beforehand,behind,being,below,beside,besides,between,beyond,bill,both,bottom,but,by,call,can,cannot,cant,co,con,could,couldnt,cry,de,describe,detail,do,done,down,due,during,each,eg,eight,either,eleven,else,elsewhere,empty,enough,etc,even,ever,every,everyone,everything,everywhere,except,few,fifteen,fify,fill,find,fire,first,five,for,former,formerly,forty,found,four,from,front,full,further,get,give,go,had,has,hasnt,have,he,hence,her,here,hereafter,hereby,herein,hereupon,hers,herself,him,himself,his,how,however,hundred,ie,if,in,inc,indeed,interest,into,is,it,its,itself,keep,last,latter,latterly,least,less,ltd,made,many,may,me,meanwhile,might,mill,mine,more,moreover,most,mostly,move,much,must,my,myself,name,namely,neither,never,nevertheless,next,nine,no,nobody,none,noone,nor,not,nothing,now,nowhere,of,off,often,on,once,one,only,onto,or,other,others,otherwise,our,ours,ourselves,out,over,own,part,per,perhaps,please,put,rather,re,same,see,seem,seemed,seeming,seems,serious,several,she,should,show,side,since,sincere,six,sixty,so,some,somehow,someone,something,sometime,sometimes,somewhere,still,such,system,take,ten,than,that,the,their,them,themselves,then,thence,there,thereafter,thereby,therefore,therein,thereupon,these,they,thickv,thin,third,this,those,though,three,through,throughout,thru,thus,to,together,too,top,toward,towards,twelve,twenty,two,un,under,until,up,upon,us,very,via,was,we,well,were,what,whatever,when,whence,whenever,where,whereafter,whereas,whereby,wherein,whereupon,wherever,whether,which,while,whither,who,whoever,whole,whom,whose,why,will,with,within,without,would,yet,you,your,yours,yourself,yourselves,the,a,b,c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u,v,w,x,y,z,A,B,C,D,E,F,G,H,I,J,K,L,M,N,O,P,Q,R,S,T,U,V,W,X,Y,Z,co,op,research-articl,pagecount,cit,ibid,les,le,au,que,est,pas,vol,el,los,pp,u201d,well-b,http,volumtype,par,0o,0s,3a,3b,3d,6b,6o,a1,a2,a3,a4,ab,ac,ad,ae,af,ag,aj,al,an,ao,ap,ar,av,aw,ax,ay,az,b1,b2,b3,ba,bc,bd,be,bi,bj,bk,bl,bn,bp,br,bs,bt,bu,bx,c1,c2,c3,cc,cd,ce,cf,cg,ch,ci,cj,cl,cm,cn,cp,cq,cr,cs,ct,cu,cv,cx,cy,cz,d2,da,dc,dd,de,df,di,dj,dk,dl,do,dp,dr,ds,dt,du,dx,dy,e2,e3,ea,ec,ed,ee,ef,ei,ej,el,em,en,eo,ep,eq,er,es,et,eu,ev,ex,ey,f2,fa,fc,ff,fi,fj,fl,fn,fo,fr,fs,ft,fu,fy,ga,ge,gi,gj,gl,go,gr,gs,gy,h2,h3,hh,hi,hj,ho,hr,hs,hu,hy,i,i2,i3,i4,i6,i7,i8,ia,ib,ic,ie,ig,ih,ii,ij,il,in,io,ip,iq,ir,iv,ix,iy,iz,jj,jr,js,jt,ju,ke,kg,kj,km,ko,l2,la,lb,lc,lf,lj,ln,lo,lr,ls,lt,m2,ml,mn,mo,ms,mt,mu,n2,nc,nd,ne,ng,ni,nj,nl,nn,nr,ns,nt,ny,oa,ob,oc,od,of,og,oi,oj,ol,om,on,oo,oq,or,os,ot,ou,ow,ox,oz,p1,p2,p3,pc,pd,pe,pf,ph,pi,pj,pk,pl,pm,pn,po,pq,pr,ps,pt,pu,py,qj,qu,r2,ra,rc,rd,rf,rh,ri,rj,rl,rm,rn,ro,rq,rr,rs,rt,ru,rv,ry,s2,sa,sc,sd,se,sf,si,sj,sl,sm,sn,sp,sq,sr,ss,st,sy,sz,t1,t2,t3,tb,tc,td,te,tf,th,ti,tj,tl,tm,tn,tp,tq,tr,ts,tt,tv,tx,ue,ui,uj,uk,um,un,uo,ur,ut,va,wa,vd,wi,vj,vo,wo,vq,vt,vu,x1,x2,x3,xf,xi,xj,xk,xl,xn,xo,xs,xt,xv,xx,y2,yj,yl,yr,ys,yt,zi,zz,");
+
+unsigned const int MAXWORDS = 50;
+
+pair<vector<string>, vector<string>> extractKeywords(const char* data, PersistentStorage& ps) {
+       map<string, int> termFreq;
+       string inputdata(data);
+       int dataSize = inputdata.size();
+       for (int i = 0; i < dataSize; i++) {
+               if (!isalpha(inputdata[i]))
+                       inputdata[i] = ' ';
+               else
+                       inputdata[i] = tolower(inputdata[i]);
+       }
+
+       vector<string> wordList, keyWords, contentWords;
+       vector<pair<float, string>> wordInfo;
+
+       stringstream ss(inputdata);
+       string temp;
+
+       while (ss >> temp) {
+               if (stop_words.find("," + temp + ",") == string::npos)
+                       wordList.push_back(temp);
+       }
+
+       for (unsigned int i = 0; i < wordList.size(); i++)
+               termFreq[wordList[i]]++; 
+
+       sort(wordList.begin(), wordList.end());
+       wordList.erase(unique(wordList.begin(), wordList.end()), wordList.end());
+
+       vector<tuple<float, bool, bool>> wordPresent = ps.checkWordEmbedding(wordList);
+       dataSize = wordList.size();
+       for (int i = 0; i < dataSize; i++) {
+               if (!get<1>(wordPresent[i]))
+                       keyWords.push_back(wordList[i]);
+               else
+                       wordInfo.push_back(make_pair(get<0>(wordPresent[i])*termFreq[wordList[i]], wordList[i]));
+       }
+
+       sort(wordInfo.begin(), wordInfo.end());
+       reverse(wordInfo.begin(), wordInfo.end());
+
+       if (MAXWORDS < wordInfo.size())
+               wordInfo.resize(MAXWORDS);
+
+       dataSize = wordInfo.size();
+       for (int i = 0; i < dataSize; i++)
+               contentWords.push_back(wordInfo[i].second);
+       return make_pair(keyWords, contentWords);
+}

diff --git a/src/gc_inference.cpp b/src/gc_inference.cpp
new file mode 100644 (file)
index 0000000..7c577df
--- /dev/null
+++ b/src/gc_inference.cpp
@@ -0,0 +1,89 @@
+/*
+ * Copyright (c) 2011 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 <string.h>
+#include <stdlib.h>
+
+#include "gc_categorization.h"
+#include "gc_inference.h"
+
+gc_get_category_result get_category(char *uID, char *appID, char *text) {
+       string l_appID(appID);
+       string l_uID(uID);
+
+       l_uID = l_uID + l_appID;
+
+       Classifier classifier;
+       classificationResult res = classifier.getCategoryInference(l_uID, text);
+
+       gc_get_category_result ret_val;
+       strncpy(ret_val.first_category, res.category_name_vec[0].c_str(), res.category_name_vec[0].size() + 1);
+       strncpy(ret_val.second_category, res.category_name_vec[1].c_str(), res.category_name_vec[1].size() + 1);
+       strncpy(ret_val.third_category, res.category_name_vec[2].c_str(), res.category_name_vec[2].size() + 1);
+       ret_val.first_category_score = res.category_score_vec[0];
+       ret_val.second_category_score = res.category_score_vec[1];
+       ret_val.third_category_score = res.category_score_vec[2];
+
+       return ret_val;
+}
+
+int add_category(char *appID, char *uID, char *category_name)
+{
+       string l_appID(appID);
+       string l_uID(uID);
+       string l_category_name(category_name);
+
+       l_uID = l_uID + l_appID;
+       Classifier classifier;
+       int ret_val = classifier.addCategory(l_uID, l_category_name);
+
+       if(ret_val)
+               return GC_ERROR_UNKNOWN;
+       else
+               return GC_ERROR_NONE;
+}
+
+int delete_category(char *appID, char *uID, char *category_name)
+{
+       string l_appID(appID);
+       string l_uID(uID);
+       string l_category_name(category_name);
+
+       l_uID = l_uID + l_appID;
+       Classifier classifier;
+       int ret_val = classifier.deleteCategory(l_uID, l_category_name);
+
+       if(ret_val)
+               return GC_ERROR_UNKNOWN;
+       else
+               return GC_ERROR_NONE;
+}
+
+int update_category(char *appID, char *uID, char *category_name, char *text_data, int text_data_len)
+{
+       string l_appID(appID);
+       string l_uID(uID);
+       string l_category_name(category_name);
+
+       l_uID = l_uID + l_appID;
+       Classifier classifier;
+       int ret_val = classifier.updateCategory(l_uID, l_category_name, text_data);
+
+       if(ret_val)
+               return GC_ERROR_UNKNOWN;
+       else
+               return GC_ERROR_NONE;
+}

diff --git a/src/gc_internal.c b/src/gc_internal.c
new file mode 100644 (file)
index 0000000..e1167b5
--- /dev/null
+++ b/src/gc_internal.c
@@ -0,0 +1,132 @@
+/*
+ * Copyright (c) 2011 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 <malloc.h>
+#include <string.h>
+#include <stdbool.h>
+
+#include "gc_internal.h"
+#include "gc_inference.h"
+#include "gc_private.h"
+
+static bool is_initialized = false;
+static gc_classifier_h *gc_handle = NULL;
+
+int _initialize(void)
+{
+       if (is_initialized)
+               return GC_ERROR_ALREADY_DONE;
+
+       is_initialized = true;
+
+       return GC_ERROR_NONE;
+}
+
+int _deinitialize(void)
+{
+       if (!is_initialized)
+               return GC_ERROR_ALREADY_DONE;
+
+       is_initialized = false;
+
+       return GC_ERROR_NONE;
+}
+
+int _gc_check_init_status(void)
+{
+       int ret_val = GC_ERROR_NONE;
+
+       if (is_initialized == false)
+               ret_val = GC_ERROR_INITIALIZATION_NOT_DONE;
+
+       return ret_val;
+}
+
+int _create_classifier(gc_classifier_h *classifier_handle, char *app_id, char *user_id)
+{
+       int ret_val = GC_ERROR_NONE;
+
+       return ret_val;
+}
+
+int _gc_check_handle_creation(void)
+{
+       int ret_val = GC_ERROR_NONE;
+
+       if (gc_handle == NULL)
+               ret_val = GC_ERROR_HANDLE_NOT_CREATED;
+
+       return ret_val;
+}
+
+int _gc_check_handle_validity(gc_classifier_h *classifier_handle)
+{
+       int ret_val = GC_ERROR_NONE;
+
+       return ret_val;
+}
+
+int _delete_classifier(gc_classifier_h *classifier_handle)
+{
+       int ret_val = GC_ERROR_NONE;
+
+       free(gc_handle);
+       gc_handle = NULL;
+
+       return ret_val;
+
+}
+
+int _get_category(gc_classifier_s *classifier_handle, char *text_data, int text_data_len, gc_category_s *category_list)
+{
+
+       int ret_val = GC_ERROR_NONE;
+
+       gc_get_category_result result = get_category(classifier_handle->uID, classifier_handle->appID, text_data);
+
+       strncpy(category_list->first_category, result.first_category, strlen(result.first_category) + 1);
+       strncpy(category_list->second_category, result.second_category, strlen(result.second_category) + 1);
+       strncpy(category_list->third_category, result.third_category, strlen(result.third_category) + 1);
+
+       category_list->first_category_score = result.first_category_score;
+       category_list->second_category_score = result.second_category_score;
+       category_list->third_category_score = result.third_category_score;
+       return ret_val;
+}
+
+int _add_category(gc_classifier_s *classifier_handle, char *category_name)
+{
+
+       int ret_val = add_category(classifier_handle->appID, classifier_handle->uID, category_name);
+
+       return ret_val;
+}
+
+int _delete_category(gc_classifier_s *classifier_handle, char *category_name)
+{
+
+       int ret_val = delete_category(classifier_handle->appID, classifier_handle->uID, category_name);
+
+       return ret_val;
+}
+
+int _update_category(gc_classifier_s *classifier_handle, char *category_name, char *text_data, int text_data_len)
+{
+
+       int ret_val = update_category(classifier_handle->appID, classifier_handle->uID, category_name, text_data, text_data_len);
+
+       return ret_val;
+}

diff --git a/src/gc_persistent_storage.cpp b/src/gc_persistent_storage.cpp
new file mode 100644 (file)
index 0000000..df1ff09
--- /dev/null
+++ b/src/gc_persistent_storage.cpp
@@ -0,0 +1,282 @@
+/*
+ * Copyright (c) 2011 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 <stdlib.h>
+#include <iostream>
+#include <sstream>
+#include <tuple>
+
+#include "gc_persistent_storage.h"
+#include "gc_private.h"
+
+#define MAX_QUERY_SIZE 15360
+#define MAX_WORD_LIST_SIZE 4048
+#define MAX_WORDS 50
+
+const vector<vector<float>> centVal = 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+
+int PersistentStorage::commonCB(void *data, int argc, char **argv, char **azColName)
+{
+       GC_DBG("Message : %s", static_cast<char*>(data));
+
+       return 0;
+}
+
+int PersistentStorage::createDB()
+{
+       int retVal = sqlite3_open(DATABASE_FULL_PATH, &w2v_db);
+       if (retVal) {
+               GC_INFO("Can't open database: %s", sqlite3_errmsg(w2v_db));
+               return -1;
+       }
+
+       const char* data = "Callback Function for User Category table create invoked";
+       char queryBuffer[MAX_QUERY_SIZE];
+       char query[4048] = {'0'};
+       int count = 0;
+       for(int i = 0; i < W2VDIM; ++i)
+               count += snprintf(query + count, 15, ", W%d double", i);
+
+       snprintf(queryBuffer, MAX_QUERY_SIZE, "CREATE TABLE IF NOT EXISTS %s (%s VARCHAR(64) PRIMARY KEY NOT NULL, %s VARCHAR(64), %s INT %s );",
+               TABLE_USER_PROFILE_DATA.c_str(), KEY_USERID.c_str(), KEY_CATEGORY.c_str(), KEY_WORDCOUNT.c_str(), query);
+       retVal = executeQuery(w2v_db, commonCB, (void*)data, queryBuffer);
+       return retVal;
+}
+
+int PersistentStorage::checkWordEmbeddingDataCB(void *data, int argc, char **argv, char **azColName)
+{
+       pair<float, bool>* queryVal = reinterpret_cast<pair<float, bool>*>(data);
+       queryVal->second = true;
+       queryVal->first = atof(argv[1]);
+       return 0;
+}
+
+vector<tuple<float, bool, bool>> PersistentStorage::checkWordEmbedding(const vector<string>& words)
+{
+       vector<tuple<float, bool, bool>> retVal;
+       pair<float, bool> data(0.0, false);
+       pair<float, bool> defaultVal(0.0, false);
+       bool dataDict = false;
+       char queryBuffer[MAX_QUERY_SIZE];
+       vector<string>::const_iterator sIt = words.begin(), eIt = words.end();
+       for (; sIt != eIt; ++sIt) {
+               data = defaultVal;
+               dataDict = false;
+
+               snprintf(queryBuffer, MAX_QUERY_SIZE, "SELECT * FROM foobar WHERE NAME = '%s';", (*sIt).c_str());
+
+               executeQuery(w2v_db, checkWordEmbeddingDataCB, (void*)&data, queryBuffer);
+
+               retVal.push_back(make_tuple(data.first, data.second, dataDict));
+       }
+
+       return retVal;
+}
+
+int PersistentStorage::executeQuery(sqlite3* db, int (*callback)(void*,int,char**,char**), void* data, char* queryBuffer) {
+       int retVal = 0;
+       char *errMsg = NULL;
+
+       int rc = sqlite3_exec(db, queryBuffer, callback, (void*)data, &errMsg);
+
+       if (rc != SQLITE_OK) {
+               GC_ERR("Query Execution Error: %s", errMsg);
+               GC_ERR("SQL Query : %s", queryBuffer);
+               sqlite3_free(errMsg);
+               retVal = 1;
+       }
+
+       return retVal;
+}
+
+PersistentStorage::PersistentStorage() : w2v_db(NULL), W2V_DATABASE_NAME("W2VDB"),
+       USER_DATABASE_NAME("UserDB"), TABLE_USER_DATA("UserData"), TABLE_USER_PROFILE_DATA("CategoryProfileData"),
+       TABLE_USER_KEYWORD_DATA("UserKeyWordData"), TABLE_USER_HISTORY_DATA("UserHistoryData"), KEY_USERID("UserID"),
+       KEY_WORD("Word"), KEY_CATEGORY("Category"), KEY_WORDCOUNT("WordCount"), KEY_ENTRYID("EntryID"), KEY_KEYWORDS("KeyWords")  {
+       createDB();
+}
+
+PersistentStorage::~PersistentStorage() {
+       if (w2v_db)
+               sqlite3_close(w2v_db);
+       w2v_db = NULL;
+}
+
+int PersistentStorage::embeddingDataCB(void *data, int argc, char **argv, char **azColName) {
+       vector<long long int>* queryVal = reinterpret_cast<vector<long long int>*>(data);
+       for (int i = 0; i < MAX_WORDS; ++i)
+               queryVal->push_back(atoll(argv[i + 2]));
+
+       return 0;
+}
+
+vector<vector<float>> PersistentStorage::getWordEmbedding(const vector<string>& words) {
+       vector<vector<float>> retVal;
+       vector<float> defFloatVal(W2VDIM, 0);
+
+       char queryBuffer[MAX_QUERY_SIZE];
+       vector<string>::const_iterator sIt = words.begin(), eIt = words.end();
+       for (; sIt != eIt; ++sIt) {
+               vector<long long int> data;
+               snprintf(queryBuffer, MAX_QUERY_SIZE, "SELECT * FROM foobar WHERE NAME = '%s';",(*sIt).c_str());
+               executeQuery(w2v_db, embeddingDataCB, (void*)&data, queryBuffer);
+               if (!data.size()) {
+                       retVal.push_back(defFloatVal);
+               }else {
+                       vector<float> embeddingVal;
+                       for (int j = 0; j < MAX_WORDS; ++j) {
+                               for(int k = 0; k < 6; ++k)
+                                       embeddingVal.push_back(centVal[(data[j] >> ((5 - k)*8)) & 0xff][6*j+k]);
+                       }
+                       retVal.push_back(embeddingVal);
+               }
+       }
+
+       return retVal;
+}
+
+vector<pair<string, vector<float>>> gretVal;
+
+int PersistentStorage::getAllCategoryProfileCB(void *data, int argc, char **argv, char **azColName) {
+       vector<float> wordVec;
+
+       for (int i = 1; i < argc;i++)
+               wordVec.push_back(atof(argv[i]));
+
+       string cat(argv[0]);
+       gretVal.push_back(make_pair(cat, wordVec));
+       return 0;
+}
+
+vector<pair<string, vector<float>>> PersistentStorage::getAllCategoryProfile() {
+       char queryBuffer[MAX_QUERY_SIZE];
+
+       snprintf(queryBuffer, MAX_QUERY_SIZE, "SELECT * FROM profile;");
+
+       gretVal.clear();
+
+       executeQuery(w2v_db, getAllCategoryProfileCB, (void*)NULL, queryBuffer);
+
+       return gretVal;
+}
+
+int PersistentStorage::getAllUserCategoryProfileCB(void *data, int argc, char **argv, char **azColName) {
+       vector<float> wordVec;
+
+       /* The profile vector starts from 4th column, so the vector is read from this point */
+       for (int i = 3; i < argc;i++)
+               wordVec.push_back(atof(argv[i]));
+
+       string cat(argv[1]);
+       gretVal.push_back(make_pair(cat, wordVec));
+       return 0;
+}
+
+vector<pair<string, vector<float>>> PersistentStorage::getAllUserCategoryProfile(const string& UserID) {
+       char queryBuffer[MAX_QUERY_SIZE];
+
+       snprintf(queryBuffer, MAX_QUERY_SIZE, "SELECT * FROM %s where %s = '%s';", TABLE_USER_PROFILE_DATA.c_str(), KEY_USERID.c_str(), UserID.c_str());
+
+       gretVal.clear();
+
+       executeQuery(w2v_db, getAllUserCategoryProfileCB, (void*)NULL, queryBuffer);
+
+       return gretVal;
+}
+
+int PersistentStorage::getCategoryProfileCB(void *data, int argc, char **argv, char **azColName)
+{
+       CategoryProfile* uProfile  = reinterpret_cast<CategoryProfile*>(data);
+       uProfile->wordCount =  atoi(argv[2]);
+       uProfile->categoryName = argv[1];
+       for(int i = 0; i < W2VDIM; ++i)
+               uProfile->profile.push_back(atof(argv[i + 3]));
+
+       return 0;
+}
+
+CategoryProfile PersistentStorage::getCategoryProfile(const string& userID)
+{
+       CategoryProfile retVal;
+       vector<float> defVal(W2VDIM, 0.0);
+       char queryBuffer[MAX_QUERY_SIZE];
+       snprintf(queryBuffer, MAX_QUERY_SIZE, "SELECT * FROM %s WHERE %s = '%s';",
+               TABLE_USER_PROFILE_DATA.c_str(), KEY_USERID.c_str(), userID.c_str());
+       executeQuery(w2v_db, getCategoryProfileCB, (void*)& retVal, queryBuffer);
+       if(!retVal.wordCount)
+               retVal.profile = defVal;
+
+       return retVal;
+}
+
+int PersistentStorage::updateCategoryProfile(const string& userID, const CategoryProfile& categoryProfile)
+{
+       const char* data = "Callback Function Called";
+
+       char queryBuffer[MAX_QUERY_SIZE];
+       snprintf(queryBuffer, MAX_QUERY_SIZE, "DELETE FROM %s WHERE %s = '%s' AND %s = '%s';", TABLE_USER_PROFILE_DATA.c_str(),
+               KEY_USERID.c_str(), userID.c_str(), KEY_CATEGORY.c_str(), categoryProfile.categoryName.c_str());
+       int retVal = executeQuery(w2v_db, commonCB, (void*)data, queryBuffer);
+
+       string keyStr(""), valStr("");
+
+       for(int i = 0; i < W2VDIM; ++i)
+       {
+               keyStr += ", W";
+               keyStr += to_string(i);
+               valStr += ", ";
+               valStr += to_string(categoryProfile.profile[i]);
+       }
+
+       snprintf(queryBuffer, MAX_QUERY_SIZE, "INSERT INTO %s(%s, %s, %s %s) VALUES ('%s', '%s', %d %s);", TABLE_USER_PROFILE_DATA.c_str(),
+               KEY_USERID.c_str(), KEY_CATEGORY.c_str(), KEY_WORDCOUNT.c_str(), keyStr.c_str(), userID.c_str(), categoryProfile.categoryName.c_str(), categoryProfile.wordCount, valStr.c_str());
+       retVal = executeQuery(w2v_db, commonCB, (void*)data, queryBuffer);
+
+       return retVal;
+}
+
+int PersistentStorage::addCategoryProfile(const string& userID, const string& category)
+{
+       char queryBuffer[MAX_QUERY_SIZE];
+       const char* data = "Callback Function Called";
+
+       string keyStr(""), valStr("");
+
+       for(int i = 0; i < W2VDIM; ++i)
+       {
+               keyStr += ", W";
+               keyStr += to_string(i);
+               valStr += ", ";
+               valStr += to_string(0);
+       }
+
+       snprintf(queryBuffer, MAX_QUERY_SIZE, "INSERT INTO %s(%s, %s, %s %s) VALUES ('%s', '%s', %d %s);", TABLE_USER_PROFILE_DATA.c_str(),
+               KEY_USERID.c_str(), KEY_CATEGORY.c_str(), KEY_WORDCOUNT.c_str(), keyStr.c_str(), userID.c_str(), category.c_str(), 0, valStr.c_str());
+       int retVal = executeQuery(w2v_db, commonCB, (void*)data, queryBuffer);
+
+       return retVal;
+}
+
+int PersistentStorage::deleteCategoryProfile(const string& userID, const string& category)
+{
+       const char* data = "Callback Function Called";
+
+       char queryBuffer[MAX_QUERY_SIZE];
+       snprintf(queryBuffer, MAX_QUERY_SIZE, "DELETE FROM %s WHERE %s = '%s' AND %s = '%s';", TABLE_USER_PROFILE_DATA.c_str(),
+               KEY_USERID.c_str(), userID.c_str(), KEY_CATEGORY.c_str(), category.c_str());
+       int retVal = executeQuery(w2v_db, commonCB, (void*)data, queryBuffer);
+       return retVal;
+}

diff --git a/src/generic_text_classifier.c b/src/generic_text_classifier.c
new file mode 100644 (file)
index 0000000..9f436ac
--- /dev/null
+++ b/src/generic_text_classifier.c
@@ -0,0 +1,129 @@
+/*
+ * Copyright (c) 2011 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 <glib.h>
+
+#include "gc_internal.h"
+#include "gc_common.h"
+#include "gc_inference.h"
+#include "generic_text_classifier.h"
+#include "gc_private.h"
+
+static GSList *classifier_list = NULL;
+
+int text_classifier_initialize(void)
+{
+       return _initialize();
+}
+
+int text_classifier_deinitialize(void)
+{
+       return _deinitialize();
+}
+
+int text_classifier_create(gc_classifier_h *classifier_handle, char *app_id, char *user_id)
+{
+       gc_classifier_s *__classifier = NULL;
+
+       GC_CHECK_INIT_STATUS();
+       GC_CHECK_INPUT_PARAMETER(classifier_handle);
+       GC_CHECK_INPUT_PARAMETER(app_id);
+       GC_CHECK_INPUT_PARAMETER(user_id);
+
+       __classifier = (gc_classifier_s *)g_malloc0(sizeof(gc_classifier_s));
+       __classifier->handle = GPOINTER_TO_INT(__classifier);
+       __classifier->appID = g_strdup(app_id);
+       __classifier->uID = g_strdup(user_id);
+
+       *classifier_handle = (gc_classifier_h)__classifier;
+
+       classifier_list = g_slist_append(classifier_list, __classifier);
+
+       return GC_ERROR_NONE;
+}
+
+int text_classifier_delete(gc_classifier_h *classifier_handle)
+{
+       gc_classifier_s *__classifier = (gc_classifier_s *)classifier_handle;
+
+       GC_CHECK_INIT_STATUS();
+       GC_CHECK_INPUT_PARAMETER(classifier_handle);
+
+       classifier_list = g_slist_remove(classifier_list, __classifier);
+
+       g_free(__classifier->appID);
+       g_free(__classifier->uID);
+       g_free(__classifier);
+       return GC_ERROR_NONE;
+}
+
+int text_classifier_get_category(gc_classifier_h *classifier_handle, char *text_data, int text_data_len, gc_category_s *category_list)
+{
+       int ret_val = GC_ERROR_NONE;
+       gc_classifier_s *__classifier = (gc_classifier_s *)classifier_handle;
+
+       GC_CHECK_INIT_STATUS();
+       GC_CHECK_INPUT_PARAMETER(classifier_handle);
+       GC_CHECK_INPUT_PARAMETER(text_data);
+       GC_CHECK_INPUT_PARAMETER_UINT(text_data_len);
+       GC_CHECK_INPUT_PARAMETER(category_list);
+
+       ret_val = _get_category(__classifier, text_data, text_data_len, category_list);
+
+       return ret_val;
+}
+
+int text_classifier_add_category(gc_classifier_h *classifier_handle, char *category_name)
+{
+       int ret_val = GC_ERROR_NONE;
+       gc_classifier_s *__classifier = (gc_classifier_s *)classifier_handle;
+
+       GC_CHECK_INIT_STATUS();
+       GC_CHECK_INPUT_PARAMETER(classifier_handle);
+       GC_CHECK_INPUT_PARAMETER(category_name);
+       ret_val = _add_category(__classifier, category_name);
+
+       return ret_val;
+}
+
+int text_classifier_delete_category(gc_classifier_h *classifier_handle, char *category_name)
+{
+       int ret_val = GC_ERROR_NONE;
+       gc_classifier_s *__classifier = (gc_classifier_s *)classifier_handle;
+
+       GC_CHECK_INIT_STATUS();
+       GC_CHECK_INPUT_PARAMETER(classifier_handle);
+       GC_CHECK_INPUT_PARAMETER(category_name);
+
+       ret_val = _delete_category(__classifier, category_name);
+
+       return ret_val;
+}
+
+int text_classifier_update_category(gc_classifier_h *classifier_handle, char *category_name, char *text_data, int text_data_len)
+{
+       int ret_val = GC_ERROR_NONE;
+       gc_classifier_s *__classifier = (gc_classifier_s *)classifier_handle;
+
+       GC_CHECK_INIT_STATUS();
+       GC_CHECK_INPUT_PARAMETER(classifier_handle);
+       GC_CHECK_INPUT_PARAMETER(category_name);
+       GC_CHECK_INPUT_PARAMETER(text_data);
+       GC_CHECK_INPUT_PARAMETER_UINT(text_data_len);
+
+       ret_val = _update_category(__classifier, category_name, text_data, text_data_len);
+
+       return ret_val;
+}