--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 <ctime>
+#include <memory>
+#include <Types.h>
+#include "user_places.h"
+#include "../place/places_detector.h"
+#include <MyPlaceTypes.h>
+
+ctx::UserPlaces::UserPlaces(PlaceRecogMode energyMode):
+ __visitDetector(nullptr),
+ __placesDetector(nullptr),
+ __placesDetectorTimerId(-1)
+{
+ time_t now = std::time(nullptr);
+ __visitDetector = new(std::nothrow) VisitDetector(now, energyMode);
+ if (__visitDetector == nullptr) {
+ _E("Cannot initialize __visitDetector");
+ return;
+ }
+
+ __placesDetector = new(std::nothrow) PlacesDetector();
+ if (__placesDetector == nullptr) {
+ _E("Cannot initialize __placesDetector");
+ return;
+ }
+
+ __placesDetectorTimerId = __timerManager.setAt( // execute once every night
+ PLACES_DETECTOR_TASK_START_HOUR,
+ PLACES_DETECTOR_TASK_START_MINUTE,
+ DayOfWeek::EVERYDAY,
+ __placesDetector);
+ if (__placesDetectorTimerId < 0) {
+ _E("PlacesDetector timer set FAIL");
+ return;
+ } else {
+ _D("PlacesDetector timer set SUCCESS");
+ }
+}
+
+ctx::UserPlaces::~UserPlaces()
+{
+ if (__placesDetectorTimerId >= 0) {
+ __timerManager.remove(__placesDetectorTimerId);
+ _D("PlacesDetector timer removed");
+ }
+ if (__visitDetector)
+ delete __visitDetector;
+ if (__placesDetector)
+ delete __placesDetector;
+};
+
+std::vector<std::shared_ptr<ctx::Place>> ctx::UserPlaces::__getPlaces()
+{
+ if (__placesDetector) {
+ return __placesDetector->getPlaces();
+ } else {
+ return std::vector<std::shared_ptr<ctx::Place>>();
+ }
+}
+
+ctx::Json ctx::UserPlaces::getPlaces()
+{
+ std::vector<std::shared_ptr<ctx::Place>> places = __getPlaces();
+ Json dataRead = UserPlaces::__composeJson(places);
+ return dataRead;
+}
+
+/*
+ * Example JSON output:
+ * ------------------------------------------------
+ * {
+ * "PlacesList": [
+ * {
+ * "TypeId": 2,
+ * "Name": "Work",
+ * "GeoLatitude": 10.94433,
+ * "GeoLongitude": 50.85504,
+ * "WifiAPs": "00:1f:f3:5b:2b:1f,15:34:56:78:9a:ba,13:34:56:78:9a:ba",
+ * "CreateDate": 12132567
+ * },
+ * {
+ * "TypeId": 1,
+ * "Name": "Home",
+ * "GeoLatitude": 10.96233,
+ * "GeoLongitude": 50.84304,
+ * "WifiAPs": "aa:bb:cc:dd:ee:ff,10:34:56:78:9a:bc",
+ * "CreateDate": 12132889
+ * },
+ * {
+ * "TypeId": 3,
+ * "Name": "Other",
+ * "GeoLatitude": 10.96553,
+ * "GeoLongitude": 50.80404,
+ * "WifiAPs": "12:34:56:78:9a:ba",
+ * "CreateDate": 12132346
+ * }
+ * ]
+ * }
+ */
+ctx::Json ctx::UserPlaces::__composeJson(std::vector<std::shared_ptr<Place>> places)
+{
+ ctx::Json data;
+ for (std::shared_ptr<ctx::Place> place : places) {
+ ctx::Json placeJson;
+ placeJson.set(NULL, PLACE_CATEG_ID, static_cast<int>(place->categId));
+ placeJson.set(NULL, PLACE_CATEG_CONFIDENCE, static_cast<double>(place->categConfidence));
+ placeJson.set(NULL, PLACE_NAME, place->name);
+ if (place->locationValid) {
+ ctx::Json locationJson;
+ locationJson.set(NULL, PLACE_LOCATION_LATITUDE, static_cast<double>(place->location.latitude));
+ locationJson.set(NULL, PLACE_LOCATION_LONGITUDE, static_cast<double>(place->location.longitude));
+ locationJson.set(NULL, PLACE_LOCATION_ACCURACY, static_cast<double>(place->location.accuracy));
+ placeJson.set(NULL, PLACE_LOCATION, locationJson);
+ }
+ if (place->wifiAps.size()) {
+ ctx::Json wifiApsListJson;
+ for (std::pair<std::string, std::string> ap : place->wifiAps) {
+ ctx::Json wifiApJson;
+ wifiApJson.set(NULL, PLACE_WIFI_AP_MAC, ap.first);
+ wifiApJson.set(NULL, PLACE_WIFI_AP_NETWORK_NAME, ap.second);
+ wifiApsListJson.append(NULL, PLACE_WIFI_APS, wifiApJson);
+ }
+ placeJson.set(NULL, PLACE_WIFI_APS, wifiApsListJson);
+ }
+ placeJson.set(NULL, PLACE_CREATE_DATE, static_cast<int64_t>(place->createDate));
+ data.append(NULL, PLACE_DATA_READ, placeJson);
+ }
+ return data;
+}
+
+void ctx::UserPlaces::setMode(PlaceRecogMode energyMode)
+{
+ if (__visitDetector)
+ __visitDetector->setMode(energyMode);
+}
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 _CONTEXT_PLACE_RECOGNITION_USER_PLACES_H_
+#define _CONTEXT_PLACE_RECOGNITION_USER_PLACES_H_
+
+#include <vector>
+#include <Json.h>
+#include <TimerManager.h>
+#include "../visit-detector/visit_detector.h"
+#include "../place/places_detector.h"
+#include "user_places_types.h"
+
+namespace ctx {
+
+ class UserPlaces {
+
+ private:
+ VisitDetector *__visitDetector;
+ PlacesDetector *__placesDetector;
+ int __placesDetectorTimerId;
+ TimerManager __timerManager;
+ std::vector<std::shared_ptr<Place>> __getPlaces();
+ static Json __composeJson(std::vector<std::shared_ptr<Place>> places);
+
+ public:
+ UserPlaces(PlaceRecogMode energyMode = PLACE_RECOG_HIGH_ACCURACY_MODE);
+ ~UserPlaces();
+
+ void setMode(PlaceRecogMode energyMode);
+ ctx::Json getPlaces();
+
+ }; /* class UserPlaces */
+
+} /* namespace ctx */
+
+#endif /* End of _CONTEXT_PLACE_RECOGNITION_USER_PLACES_H_ */
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 _CONTEXT_PLACE_RECOGNITION_USER_PLACES_PARAMS_H_
+#define _CONTEXT_PLACE_RECOGNITION_USER_PLACES_PARAMS_H_
+
+/*
+ * WiFi scanning frequency (in minutes) in PLACE_RECOG_HIGH_ACCURACY_MODE.
+ */
+#define WIFI_LOGGER_INTERVAL_MINUTES_HIGH_ACCURACY 3
+
+/*
+ * WiFi scanning frequency (in minutes) in PLACE_RECOG_LOW_POWER_MODE.
+ */
+#define WIFI_LOGGER_INTERVAL_MINUTES_LOW_POWER 60
+
+/*
+ * Time window taken into consideration (in seconds) in PLACE_RECOG_HIGH_ACCURACY_MODE.
+ */
+#define VISIT_DETECTOR_PERIOD_SECONDS_HIGH_ACCURACY 360
+
+/*
+ * Time window taken into consideration (in seconds) in PLACE_RECOG_LOW_POWER_MODE.
+ */
+#define VISIT_DETECTOR_PERIOD_SECONDS_LOW_POWER 3600
+
+/*
+ * Overlap threshold between two sets of mac addresses (overlap
+ * coefficient for two sets should be higher than this threshold
+ * in order to detect stable radio environment); =< 1.0
+ * New parameter in algorithm compared to original version of PlaceSense!
+ */
+#define VISIT_DETECTOR_OVERLAP 0.8f
+
+/*
+ * Specifies how many stable intervals must be seen to
+ * indicate an entrance to a place; >= 1
+ */
+#define VISIT_DETECTOR_STABLE_DEPTH 1
+
+/*
+ * Representatives threshold (representatnive beacon
+ * response rate should be higher than this threshold); =< 1.0
+ */
+#define VISIT_DETECTOR_REP_THRESHOLD 0.9f
+
+/*
+ * Specifies how long scans must be unstable to indicate a leave form a place; >= 1
+ */
+#define VISIT_DETECTOR_TOLERANCE_DEPTH 3
+
+#define PLACES_DETECTOR_TASK_START_HOUR 3
+#define PLACES_DETECTOR_TASK_START_MINUTE 11
+#define PLACES_DETECTOR_RETENTION_DAYS 30
+#define PLACES_DETECTOR_RETENTION_SECONDS 24 * 60 * 60 * PLACES_DETECTOR_RETENTION_DAYS
+
+/*
+ * Minimal duration of visit (in minutes) taking into account for place detection
+ */
+#define PLACES_DETECTOR_MIN_VISIT_DURATION_MINUTES 15
+
+/*
+ * Maximum duration of visit (in minutes) taking into account for place detection
+ */
+#define PLACES_DETECTOR_MAX_VISIT_DURATION_MINUTES 5 * 24 * 60
+
+/*
+ * Minimum visits number per place
+ */
+#define PLACES_DETECTOR_MIN_VISITS_PER_PLACE 1
+
+/*
+ * Minimum visits number per big place
+ */
+#define PLACES_DETECTOR_MIN_VISITS_PER_BIG_PLACE 4
+
+/*
+ * Minimal visit category score for taking this visit into consideration during
+ * place categorization
+ */
+#define PLACES_CATEGER_MIN_VISITS_SCORE 0.1
+
+/*
+ * Minimum visits number per home
+ */
+#define PLACES_CATEGER_MIN_VISITS_PER_HOME 3
+
+/*
+ * Minimum visits number per work
+ */
+#define PLACES_CATEGER_MIN_VISITS_PER_WORK 2
+
+#endif /* End of _CONTEXT_PLACE_RECOGNITION_USER_PLACES_PARAMS_H_ */
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 <set>
+#include <iostream>
+#include <iomanip>
+#include <sstream>
+#include <algorithm>
+#include <Types.h>
+#include "user_places_types.h"
+#include "user_places_params.h"
+#include "../utils/debug_utils.h"
+
+#define __MAC_STRING_COMPONENTS_SEPARATOR ':'
+#define __MAC_SET_STRING_DELIMITER ','
+
+ctx::Mac::Mac(const std::string& str)
+{
+ std::stringstream ss(str);
+ try {
+ ss >> *this;
+ } catch (std::runtime_error &e) {
+ _E("%s", e.what());
+ }
+}
+
+ctx::Mac::Mac(const char *str)
+{
+ std::stringstream ss(str);
+ try {
+ ss >> *this;
+ } catch (std::runtime_error &e) {
+ _E("%s", e.what());
+ }
+}
+
+std::istream& ctx::operator>>(std::istream &input, ctx::Mac &mac)
+{
+ int h;
+ char colon;
+ for (size_t i = 0; i < ctx::Mac::MAC_SIZE; i++) {
+ input >> std::hex;
+ input >> h;
+ mac.c[i] = h;
+ if (i + 1 >= ctx::Mac::MAC_SIZE)
+ break;
+ input >> colon;
+ if (colon != __MAC_STRING_COMPONENTS_SEPARATOR)
+ throw std::runtime_error("Invalid MAC format");
+ }
+ input >> std::dec;
+ return input;
+}
+
+std::ostream& ctx::operator<<(std::ostream &output, const ctx::Mac &mac)
+{
+ size_t i = 0;
+ while (true) {
+ output << std::hex << std::setfill('0') << std::setw(2);
+ output << static_cast<int>(mac.c[i]);
+ i++;
+ if (i >= Mac::MAC_SIZE)
+ break;
+ output << __MAC_STRING_COMPONENTS_SEPARATOR;
+ }
+ output << std::dec;
+ return output;
+}
+
+ctx::Mac::operator std::string() const
+{
+ std::stringstream ss;
+ ss << *this;
+ return ss.str();
+}
+
+bool ctx::operator==(const Mac &m1, const Mac &m2)
+{
+ for (size_t i = 0; i < Mac::MAC_SIZE; i++) {
+ if (m1.c[i] != m2.c[i])
+ return false;
+ }
+ return true;
+}
+
+bool ctx::operator!=(const Mac &m1, const Mac &m2)
+{
+ return !(m1 == m2);
+}
+
+bool ctx::operator<(const Mac &m1, const Mac &m2)
+{
+ unsigned char c1, c2;
+ for (size_t i = 0; i < Mac::MAC_SIZE; i++) {
+ c1 = m1.c[i];
+ c2 = m2.c[i];
+ if (c1 < c2)
+ return true;
+ if (c1 > c2)
+ return false;
+ }
+ return false; // they are equal
+}
+
+std::istream& ctx::operator>>(std::istream &input, ctx::MacSet &macSet)
+{
+ Mac mac;
+ char delimeter;
+ while (!input.eof()) {
+ try {
+ input >> mac;
+ } catch (std::runtime_error &e) {
+ _E("Cannot read macSet. Exception: %s", e.what());
+ break;
+ }
+ macSet.insert(mac);
+ if (input.eof())
+ break;
+ delimeter = input.get();
+ if (delimeter != __MAC_SET_STRING_DELIMITER) {
+ input.unget();
+ break;
+ }
+ }
+ return input;
+}
+
+std::ostream& ctx::operator<<(std::ostream &output, const ctx::MacSet &macSet)
+{
+ std::vector<Mac> macVec(macSet.size());
+ std::copy(macSet.begin(), macSet.end(), macVec.begin());
+ std::sort(macVec.begin(), macVec.end());
+
+ bool first = true;
+ for (auto &mac: macVec) {
+ if (first) {
+ first = false;
+ } else {
+ output << __MAC_SET_STRING_DELIMITER;
+ }
+ output << mac;
+ }
+ return output;
+}
+
+void ctx::LocationEvent::log()
+{
+ std::string time_str = DebugUtils::humanReadableDateTime(timestamp, "%T", 9);
+#ifdef TIZEN_ENGINEER_MODE
+ _D("location lat=%.8f, lon=%.8f, acc=%.2f[m], time=%s, method=%d",
+ coordinates.latitude,
+ coordinates.longitude,
+ coordinates.accuracy,
+ time_str.c_str(),
+ method);
+#else /* TIZEN_ENGINEER_MODE */
+ _D("location lat=%.8f, lon=%.8f, acc=%.2f[m], time=%s",
+ coordinates.latitude,
+ coordinates.longitude,
+ coordinates.accuracy,
+ time_str.c_str());
+#endif /* TIZEN_ENGINEER_MODE */
+}
+
+void ctx::Visit::setLocation(Location location_)
+{
+ locationValid = true;
+ location = location_;
+}
+
+void ctx::Visit::printShort2Stream(std::ostream &out) const
+{
+ // print only valid visits
+ if (interval.end != 0) {
+ float duration = ((float) (interval.end - interval.start)) / 3600; // [h]
+ out << "__VISIT " << duration << "h: ";
+ out << DebugUtils::humanReadableDateTime(interval.start, "%m/%d %H:%M", 15) << " ÷ ";
+ out << DebugUtils::humanReadableDateTime(interval.end, "%m/%d %H:%M", 15) << std::endl;
+ }
+}
+
+bool ctx::operator==(const ctx::Visit &v1, const ctx::Visit &v2)
+{
+ return v1.interval.start == v2.interval.start
+ && v1.interval.end == v2.interval.end
+ && v1.categs == v2.categs
+ && v1.location.latitude == v2.location.latitude
+ && v1.location.longitude == v2.location.longitude
+ && v1.location.accuracy == v2.location.accuracy
+ && v1.locationValid == v2.locationValid
+ && v1.macSet == v2.macSet;
+}
+
+ctx::MacSet ctx::macSetFromString(const std::string &str)
+{
+ MacSet macSet;
+ std::stringstream ss;
+ ss << str;
+ ss >> macSet;
+ return macSet;
+}
+
+bool ctx::operator>(const Mac &m1, const Mac &m2)
+{
+ return m2 < m1;
+}
+
+std::shared_ptr<ctx::MacSet> ctx::macSetFromMacs2Counts(const Macs2Counts &macs2Counts)
+{
+ std::shared_ptr<MacSet> macSet(std::make_shared<MacSet>());
+ for (auto &macCount: macs2Counts) {
+ macSet->insert(macCount.first);
+ }
+ return macSet;
+}
+
+std::shared_ptr<ctx::MacSet> ctx::macSetsUnion(const std::vector<std::shared_ptr<MacSet>> &macSets)
+{
+ std::shared_ptr<MacSet> unionSet = std::make_shared<MacSet>();
+ for (std::shared_ptr<MacSet> macSet : macSets) {
+ unionSet->insert(macSet->begin(), macSet->end());
+ }
+ return unionSet;
+}
+
+ctx::Interval::Interval(time_t start_, time_t end_) : start(start_), end(end_) {
+ if (end_ < start_)
+ _E("Negative interval, start=%d, end=%d", start_, end_);
+}
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 _CONTEXT_PLACE_RECOGNITION_USER_PLACES_TYPES_H_
+#define _CONTEXT_PLACE_RECOGNITION_USER_PLACES_TYPES_H_
+
+#include <memory>
+#include <vector>
+#include <map>
+#include <unordered_map>
+#include <unordered_set>
+#include <string>
+#include <ctime>
+#include <MyPlaceTypes.h>
+
+// Context Items
+#define PLACE_PRIV_RECOGNITION "location" // TODO: unused?
+
+// Database
+#define VISIT_TABLE "place_status_user_place_visit"
+#define VISIT_COLUMN_START_TIME "start_time"
+#define VISIT_COLUMN_END_TIME "end_time"
+#define VISIT_COLUMN_WIFI_APS "wifi_aps"
+#define VISIT_COLUMN_CATEGORY "category"
+#ifdef TIZEN_ENGINEER_MODE
+#define VISIT_COLUMN_START_TIME_HUMAN "start_time_human" // only for debug: human readable time data:
+#define VISIT_COLUMN_END_TIME_HUMAN "end_time_human" // only for debug: human readable time data:
+#endif /* TIZEN_ENGINEER_MODE */
+#define VISIT_COLUMN_LOCATION_VALID "location_valid"
+#define VISIT_COLUMN_LOCATION_LATITUDE "location_latitude"
+#define VISIT_COLUMN_LOCATION_LONGITUDE "location_longitude"
+#define VISIT_COLUMN_LOCATION_ACCURACY "location_accuracy"
+#define VISIT_COLUMN_CATEG_HOME "categ_home"
+#define VISIT_COLUMN_CATEG_WORK "categ_work"
+#define VISIT_COLUMN_CATEG_OTHER "categ_other"
+
+#define WIFI_APS_MAP_TABLE "place_status_user_place_wifi_aps_map"
+#define WIFI_APS_MAP_COLUMN_MAC "mac"
+#define WIFI_APS_MAP_COLUMN_NETWORK_NAME "network_name"
+#define WIFI_APS_MAP_COLUMN_INSERT_TIME "insert_time"
+
+#define PLACE_TABLE "place_status_user_place"
+#define PLACE_COLUMN_CATEG_ID "categ_id"
+#define PLACE_COLUMN_CATEG_CONFIDENCE "categ_confidence"
+#define PLACE_COLUMN_NAME "name"
+#define PLACE_COLUMN_LOCATION_VALID "location_valid"
+#define PLACE_COLUMN_LOCATION_LATITUDE "location_latitude"
+#define PLACE_COLUMN_LOCATION_LONGITUDE "location_longitude"
+#define PLACE_COLUMN_LOCATION_ACCURACY "location_accuracy"
+#define PLACE_COLUMN_WIFI_APS "wifi_aps"
+#define PLACE_COLUMN_CREATE_DATE "create_date"
+
+#define WIFI_TABLE_NAME "place_status_user_place_wifi"
+#define WIFI_COLUMN_TIMESTAMP "timestamp"
+#define WIFI_COLUMN_BSSID "bssid"
+#define WIFI_COLUMN_ESSID "essid"
+
+#define LOCATION_TABLE_NAME "place_status_user_place_location"
+#define LOCATION_COLUMN_LATITUDE "geo_latitude"
+#define LOCATION_COLUMN_LONGITUDE "geo_longitude"
+#define LOCATION_COLUMN_ACCURACY "accuracy"
+#define LOCATION_COLUMN_TIMESTAMP "timestamp"
+#ifdef TIZEN_ENGINEER_MODE
+#define LOCATION_COLUMN_TIMESTAMP_HUMAN "time_human" // only for debug: human readable time data:
+#define LOCATION_COLUMN_METHOD "method"
+#endif /* TIZEN_ENGINEER_MODE */
+
+enum PlaceRecogMode {
+ PLACE_RECOG_HIGH_ACCURACY_MODE = 0,
+ PLACE_RECOG_LOW_POWER_MODE = 1
+};
+
+namespace ctx {
+
+ /*
+ * type for numerical computations
+ */
+ typedef double num_t;
+
+ /*
+ * mac address
+ */
+ class Mac {
+
+ public:
+ const static size_t MAC_SIZE = 6; // number of bytes for mac address.
+ unsigned char c[MAC_SIZE];
+
+ Mac() {};
+ Mac(const std::string &str);
+ Mac(const char *str);
+ operator std::string() const;
+
+ }; /* class Mac */
+
+ std::istream &operator>>(std::istream &input, ctx::Mac &mac);
+ std::ostream &operator<<(std::ostream &output, const ctx::Mac &mac);
+ bool operator==(const ctx::Mac &m1, const ctx::Mac &m2);
+ bool operator!=(const ctx::Mac &m1, const ctx::Mac &m2);
+ bool operator<(const ctx::Mac &m1, const ctx::Mac &m2);
+ bool operator>(const ctx::Mac &m1, const ctx::Mac &m2);
+
+} /* namespace ctx */
+
+namespace std {
+
+ template <> struct hash<ctx::Mac> {
+ size_t operator()(const ctx::Mac & m) const {
+ size_t h = 1;
+ for (size_t i = 0; i < ctx::Mac::MAC_SIZE; i++) {
+ h = h * 37 + m.c[i];
+ }
+ return h;
+ }
+ };
+
+} /* namespace std */
+
+namespace ctx {
+
+ typedef float share_t;
+ typedef int count_t;
+
+ typedef std::unordered_map<ctx::Mac, ctx::count_t> Macs2Counts;
+ typedef std::unordered_map<ctx::Mac, ctx::share_t> Macs2Shares;
+
+ typedef std::unordered_set<ctx::Mac> MacSet;
+
+ std::istream &operator>>(std::istream &input, ctx::MacSet &macSet);
+ std::ostream &operator<<(std::ostream &output, const ctx::MacSet &macSet);
+ ctx::MacSet macSetFromString(const std::string &str);
+
+ std::shared_ptr<MacSet> macSetsUnion(const std::vector<std::shared_ptr<MacSet>> &macSets);
+
+ struct Interval {
+ time_t start;
+ time_t end;
+
+ Interval(time_t start, time_t end);
+ };
+
+} /* namespace ctx */
+
+namespace std {
+
+ template <> struct hash<ctx::Interval> {
+ size_t operator()(const ctx::Interval & interval) const {
+ return interval.end * interval.start;
+ }
+ };
+
+} /* namespace std */
+
+namespace ctx {
+
+ /*
+ * fully describes interval data after the interval is finished
+ */
+ struct Frame {
+ Interval interval;
+ count_t numberOfTimestamps;
+ Macs2Counts macs2Counts;
+
+ Frame(Interval interval_) : interval(interval_), numberOfTimestamps(0) {};
+ };
+
+ /*
+ * mac address + its timestamp
+ */
+ struct MacEvent {
+ time_t timestamp;
+ Mac mac;
+ std::string networkName;
+
+ MacEvent(time_t timestamp_, Mac mac_, std::string networkName_ = "")
+ : timestamp(timestamp_)
+ , mac(mac_)
+ , networkName(networkName_) {}
+ };
+
+ typedef std::map<int, num_t> Categs; // scores of categories
+
+#ifdef TIZEN_ENGINEER_MODE
+ enum LocationSource {
+ LOCATION_METHOD_REQUEST = 0,
+ LOCATION_METHOD_GET_LOCATION = 1,
+ LOCATION_METHOD_GET_LAST_LOCATION = 2
+ };
+#endif /* TIZEN_ENGINEER_MODE */
+
+ /*
+ * location + timestamp + method
+ */
+ struct LocationEvent {
+ Location coordinates;
+ time_t timestamp;
+
+#ifdef TIZEN_ENGINEER_MODE
+ LocationSource method;
+
+ LocationEvent(double latitude_, double longitude_, double accuracy_, time_t timestamp_, LocationSource method_) :
+ coordinates(latitude_, longitude_, accuracy_),
+ timestamp(timestamp_), method(method_) {}
+#else /* TIZEN_ENGINEER_MODE */
+ LocationEvent(double latitude_, double longitude_, double accuracy_, time_t timestamp_) :
+ coordinates(latitude_, longitude_, accuracy_),
+ timestamp(timestamp_) {}
+#endif /* TIZEN_ENGINEER_MODE */
+
+ void log();
+
+ }; /* struct LocationEvent */
+
+ struct Visit {
+ Interval interval;
+ std::shared_ptr<MacSet> macSet;
+ Categs categs;
+ bool locationValid;
+ Location location; // makes sense if locationValid == true;
+
+ Visit(Interval interval_, std::shared_ptr<MacSet> macSet_ = std::make_shared<MacSet>(), Categs categs_ = Categs()) :
+ interval(interval_),
+ macSet(macSet_),
+ categs(categs_),
+ locationValid(false) {}
+ void setLocation(Location location);
+ void printShort2Stream(std::ostream &out) const;
+
+ }; /* struct Visit */
+
+ bool operator==(const Visit &v1, const Visit &v2);
+ typedef std::vector<Visit> Visits;
+ typedef std::vector<MacEvent> MacEvents; // used to store current interval logs
+
+ std::shared_ptr<MacSet> macSetFromMacs2Counts(const Macs2Counts &macs2Counts);
+
+} /* namespace ctx */
+
+#endif /* End of _CONTEXT_PLACE_RECOGNITION_USER_PLACES_TYPES_H_ */
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 <memory>
+#include <queue>
+#include "graph.h"
+
+std::shared_ptr<ctx::graph::Components> ctx::graph::connectedComponents(Graph &graph)
+{
+ std::shared_ptr<Components> ccs = std::make_shared<Components>();
+ std::set<int> fringe;
+
+ for (Node i = 0; i < static_cast<Node>(graph.size()); i++) {
+ if (!graph[i])
+ continue;
+
+ // neighbourhood of node i exists (was not removed)
+ std::shared_ptr<Component> c = std::make_shared<Component>();
+ ccs->push_back(c);
+ fringe.insert(i);
+ while (!fringe.empty()) {
+ Node currNode = *fringe.begin();
+ fringe.erase(fringe.begin());
+ c->insert(currNode);
+
+ std::shared_ptr<NeighbourNodes> currNhood = graph[currNode];
+ for (Node nhoodNode : *currNhood) {
+ if (graph[nhoodNode] && fringe.find(nhoodNode) == fringe.end())
+ fringe.insert(nhoodNode);
+ }
+ graph[currNode].reset(); // removing current node
+ }
+ }
+ return ccs;
+}
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 _CONTEXT_PLACE_RECOGNITION_GRAPH_H_
+#define _CONTEXT_PLACE_RECOGNITION_GRAPH_H_
+
+#include <memory>
+#include <vector>
+#include <set>
+
+namespace ctx {
+
+namespace graph {
+
+ typedef int Node;
+ typedef std::set<Node> NeighbourNodes;
+ typedef std::vector<std::shared_ptr<NeighbourNodes>> Graph;
+ typedef std::set<Node> Component;
+ typedef std::vector<std::shared_ptr<Component>> Components;
+
+ /*
+ * make connected components of a given graph
+ * caution: the graph will be changed (its nodes will be cleared)
+ */
+ std::shared_ptr<Components> connectedComponents(Graph &graph);
+
+} /* namespace graph */
+
+} /* namespace ctx */
+
+#endif /* End of _CONTEXT_PLACE_RECOGNITION_GRAPH_H_ */
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 "place_categer.h"
+#include "../utils/median.h"
+#include "../facade/user_places_params.h"
+#include "../facade/user_places_types.h"
+#include <algorithm>
+#include <Types.h>
+
+void ctx::PlaceCateger::__reduceOutliers(ctx::Visits &visits)
+{
+ int size = visits.size();
+ visits.erase(std::remove_if(
+ visits.begin(),
+ visits.end(),
+ [](Visit v)->bool {
+ return v.categs[PLACE_CATEG_ID_HOME] < PLACES_CATEGER_MIN_VISITS_SCORE
+ && v.categs[PLACE_CATEG_ID_WORK] < PLACES_CATEGER_MIN_VISITS_SCORE
+ && v.categs[PLACE_CATEG_ID_OTHER] < PLACES_CATEGER_MIN_VISITS_SCORE;
+ }),
+ visits.end());
+ int newSize = visits.size();
+ if (size != newSize)
+ _D("Visits number from %d to %d (visits min scores checking)", size, newSize);
+}
+
+/*
+ * Change category if home or work has to few visits
+ */
+bool ctx::PlaceCateger::__reduceCategory(const PlaceCategId &categId, const ctx::Visits &visits)
+{
+ return (categId == PLACE_CATEG_ID_HOME && visits.size() < PLACES_CATEGER_MIN_VISITS_PER_HOME)
+ || (categId == PLACE_CATEG_ID_WORK && visits.size() < PLACES_CATEGER_MIN_VISITS_PER_WORK);
+}
+
+void ctx::PlaceCateger::categorize(ctx::Visits &visits, ctx::Place &place)
+{
+ __reduceOutliers(visits);
+
+ place.categId = PLACE_CATEG_ID_NONE;
+ place.categConfidence = 0.0;
+
+ if (!visits.empty()) {
+ const std::vector<PlaceCategId> categIds = {
+ PLACE_CATEG_ID_HOME,
+ PLACE_CATEG_ID_WORK,
+ PLACE_CATEG_ID_OTHER
+ };
+ num_t sumScore = 0.0;
+ num_t maxScore = 0.0;
+ for (PlaceCategId categId : categIds) {
+ std::vector<num_t> categVector = __categVectorFromVisits(visits, categId);
+ int i, j;
+ num_t score = median(categVector, i, j);
+ sumScore += score;
+ if (score > maxScore) {
+ maxScore = score;
+ place.categId = categId;
+ }
+ }
+ if (sumScore > 0)
+ place.categConfidence = maxScore / sumScore;
+ if (__reduceCategory(place.categId, visits)) {
+ place.categId = PLACE_CATEG_ID_OTHER;
+ place.categConfidence = 0.0;
+ }
+ }
+
+ place.name = __categId2Name(place.categId);
+}
+
+std::vector<ctx::num_t> ctx::PlaceCateger::__categVectorFromVisits(const ctx::Visits &visits, PlaceCategId categId)
+{
+ std::vector<ctx::num_t> vec;
+ for (auto &visit : visits) {
+ auto search = visit.categs.find(categId);
+ if (search != visit.categs.end())
+ vec.push_back(search->second);
+ }
+ return vec;
+}
+
+std::string ctx::PlaceCateger::__categId2Name(PlaceCategId categId) {
+ switch (categId) {
+ case PLACE_CATEG_ID_HOME:
+ return "home";
+ case PLACE_CATEG_ID_WORK:
+ return "work";
+ case PLACE_CATEG_ID_OTHER:
+ return "other";
+ case PLACE_CATEG_ID_NONE:
+ return "none";
+ default:
+ return "";
+ }
+}
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 _CONTEXT_PLACE_RECOGNITION_PLACE_CATEGER_
+#define _CONTEXT_PLACE_RECOGNITION_PLACE_CATEGER_
+
+#include "../facade/user_places_types.h"
+#include <utility>
+#include <vector>
+#include <string>
+#include <MyPlaceTypes.h>
+
+namespace ctx {
+
+ class PlaceCateger {
+
+ private:
+ static bool __reduceCategory(const PlaceCategId &categId, const ctx::Visits &visits);
+ static void __reduceOutliers(Visits &visits);
+ static std::vector<ctx::num_t> __categVectorFromVisits(const ctx::Visits &visits, PlaceCategId categId);
+ static std::string __categId2Name(PlaceCategId categId);
+
+ public:
+ static void categorize(ctx::Visits &visits, ctx::Place &place);
+
+ }; /* class PlaceCateger */
+
+} /* namespace ctx */
+
+#endif /* End of _CONTEXT_PLACE_RECOGNITION_PLACE_CATEGER_ */
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 <sstream>
+#include <Types.h>
+#include <Json.h>
+#include "../utils/similarity.h"
+#include "places_detector.h"
+#include "place_categer.h"
+#include "../utils/median.h"
+#ifdef TIZEN_ENGINEER_MODE
+#include "../utils/gmap.h"
+#endif /* TIZEN_ENGINEER_MODE */
+#include "../facade/user_places_types.h"
+#include <fstream>
+#include <algorithm>
+#include "../facade/user_places_params.h"
+#include "../utils/debug_utils.h"
+
+#define __DELETE_PLACES_QUERY "DELETE FROM " PLACE_TABLE
+
+#ifdef TIZEN_ENGINEER_MODE
+#define __USER_PLACES_FILE "/tmp/user_places.txt" // TODO: Only for debug purposes -> Remove in final solution
+#endif /* TIZEN_ENGINEER_MODE */
+
+#define __GET_VISITS_QUERY "SELECT "\
+ VISIT_COLUMN_END_TIME ", "\
+ VISIT_COLUMN_START_TIME ", "\
+ VISIT_COLUMN_WIFI_APS ", "\
+ VISIT_COLUMN_LOCATION_VALID ", "\
+ VISIT_COLUMN_LOCATION_LATITUDE ", "\
+ VISIT_COLUMN_LOCATION_LONGITUDE ", "\
+ VISIT_COLUMN_LOCATION_ACCURACY ", "\
+ VISIT_COLUMN_CATEG_HOME ", "\
+ VISIT_COLUMN_CATEG_WORK ", "\
+ VISIT_COLUMN_CATEG_OTHER \
+ " FROM " VISIT_TABLE
+
+#define __GET_PLACES_QUERY "SELECT "\
+ PLACE_COLUMN_CATEG_ID ", "\
+ PLACE_COLUMN_CATEG_CONFIDENCE ", "\
+ PLACE_COLUMN_NAME ", "\
+ PLACE_COLUMN_LOCATION_VALID ", "\
+ PLACE_COLUMN_LOCATION_LATITUDE ", "\
+ PLACE_COLUMN_LOCATION_LONGITUDE ", "\
+ PLACE_COLUMN_LOCATION_ACCURACY ", "\
+ PLACE_COLUMN_WIFI_APS ", "\
+ PLACE_COLUMN_CREATE_DATE \
+ " FROM " PLACE_TABLE
+
+#define __GET_WIFI_APS_MAP_QUERY "SELECT "\
+ WIFI_APS_MAP_COLUMN_MAC ", "\
+ WIFI_APS_MAP_COLUMN_NETWORK_NAME \
+ " FROM " WIFI_APS_MAP_TABLE
+
+#define __PLACE_TABLE_COLUMNS \
+ PLACE_COLUMN_CATEG_ID " INTEGER, "\
+ PLACE_COLUMN_CATEG_CONFIDENCE " REAL, "\
+ PLACE_COLUMN_NAME " TEXT, "\
+ PLACE_COLUMN_LOCATION_VALID " INTEGER, "\
+ PLACE_COLUMN_LOCATION_LATITUDE " REAL, "\
+ PLACE_COLUMN_LOCATION_LONGITUDE " REAL, "\
+ PLACE_COLUMN_LOCATION_ACCURACY " REAL, "\
+ PLACE_COLUMN_WIFI_APS " STRING, "\
+ PLACE_COLUMN_CREATE_DATE " timestamp"
+
+bool ctx::PlacesDetector::onTimerExpired(int timerId)
+{
+ _D("");
+ __dbDeletePlaces();
+ __dbDeleteOldEntries();
+ std::vector<Json> records = __dbGetVisits();
+ Visits visits = __visitsFromJsons(records);
+ __dbGetWifiAPsMap();
+ __processVisits(visits);
+ __wifiAPsMap.clear();
+ return true;
+}
+
+std::vector<ctx::Json> ctx::PlacesDetector::__dbGetVisits()
+{
+ std::vector<Json> records;
+ bool ret = __dbManager->executeSync(__GET_VISITS_QUERY, &records);
+ _D("load visits execute query result: %s", ret ? "SUCCESS" : "FAIL");
+ return records;
+}
+
+std::vector<ctx::Json> ctx::PlacesDetector::__dbGetPlaces()
+{
+ std::vector<Json> records;
+ bool ret = __dbManager->executeSync(__GET_PLACES_QUERY, &records);
+ _D("load places execute query result: %s", ret ? "SUCCESS" : "FAIL");
+ return records;
+}
+
+void ctx::PlacesDetector::__dbGetWifiAPsMap()
+{
+ std::vector<Json> records;
+ bool ret = __dbManager->executeSync(__GET_WIFI_APS_MAP_QUERY, &records);
+ _D("load Wifi APs map (size = %d), result: %s", records.size(), ret ? "SUCCESS" : "FAIL");
+ std::string mac = "";
+ std::string networkName = "";
+ for (Json record : records) {
+ record.get(NULL, WIFI_APS_MAP_COLUMN_MAC, &mac);
+ record.get(NULL, WIFI_APS_MAP_COLUMN_NETWORK_NAME, &networkName);
+ __wifiAPsMap.insert(std::pair<std::string, std::string>(mac, networkName));
+ }
+}
+
+double ctx::PlacesDetector::__doubleValueFromJson(Json &row, const char* key)
+{
+ double value;
+ row.get(NULL, key, &value);
+ _D("__doubleValueFromJson, key:%s, value: %lf", key, value);
+ return value;
+}
+
+ctx::Categs ctx::PlacesDetector::__visitCategsFromJson(Json &row)
+{
+ Categs categs;
+ categs[PLACE_CATEG_ID_HOME] = __doubleValueFromJson(row, VISIT_COLUMN_CATEG_HOME);
+ categs[PLACE_CATEG_ID_WORK] = __doubleValueFromJson(row, VISIT_COLUMN_CATEG_WORK);
+ categs[PLACE_CATEG_ID_OTHER] = __doubleValueFromJson(row, VISIT_COLUMN_CATEG_OTHER);
+ return categs;
+}
+
+void ctx::PlacesDetector::__visitLocationFromJson(Json &row, ctx::Visit &visit)
+{
+ int locationValidInt;
+ row.get(NULL, VISIT_COLUMN_LOCATION_VALID, &locationValidInt);
+ visit.locationValid = (bool) locationValidInt;
+ row.get(NULL, VISIT_COLUMN_LOCATION_LATITUDE, &(visit.location.latitude));
+ row.get(NULL, VISIT_COLUMN_LOCATION_LONGITUDE, &(visit.location.longitude));
+ row.get(NULL, VISIT_COLUMN_LOCATION_ACCURACY, &(visit.location.accuracy));
+}
+
+ctx::Visit ctx::PlacesDetector::__visitFromJson(Json &row)
+{
+ int startTime;
+ int endTime;
+ std::string str;
+ row.get(NULL, VISIT_COLUMN_START_TIME, &startTime);
+ row.get(NULL, VISIT_COLUMN_END_TIME, &endTime);
+ row.get(NULL, VISIT_COLUMN_WIFI_APS, &str);
+
+ std::stringstream ss;
+ ss << str;
+ std::shared_ptr<MacSet> macSet = std::make_shared<MacSet>();
+ ss >> *macSet;
+
+ Interval interval(startTime, endTime);
+ Categs categs = __visitCategsFromJson(row);
+
+ Visit visit(interval, macSet, categs);
+
+ __visitLocationFromJson(row, visit);
+
+ return visit;
+}
+
+ctx::Visits ctx::PlacesDetector::__visitsFromJsons(std::vector<Json>& records)
+{
+ Visits visits;
+ _D("db_result: number of all visits: %d", records.size());
+
+ for (Json &row : records) {
+ Visit visit = __visitFromJson(row);
+ visits.push_back(visit);
+ }
+ _D("number of all visits in vector: %d", visits.size());
+ return visits;
+}
+
+std::shared_ptr<ctx::Place> ctx::PlacesDetector::__placeFromJson(Json &row)
+{
+ std::shared_ptr<Place> place = std::make_shared<Place>();
+ __placeCategoryFromJson(row, *place);
+ row.get(NULL, PLACE_COLUMN_NAME, &(place->name));
+ __placeLocationFromJson(row, *place);
+ __placeWifiAPsFromJson(row, *place);
+ __placeCreateDateFromJson(row, *place);
+ _D("db_result: categId: %d; place: name: %s; locationValid: %d; latitude: %lf, longitude: %lf, createDate: %d", place->categId, place->name.c_str(), place->locationValid, place->location.latitude, place->location.longitude, place->createDate);
+ return place;
+}
+
+void ctx::PlacesDetector::__placeCategoryFromJson(Json &row, ctx::Place &place)
+{
+ int categId;
+ row.get(NULL, PLACE_COLUMN_CATEG_ID, &categId);
+ // This is due to the fact the JSON module API interface doesn't handle enum
+ place.categId = static_cast<PlaceCategId>(categId);
+}
+
+void ctx::PlacesDetector::__placeLocationFromJson(Json &row, ctx::Place &place)
+{
+ int locationValidInt;
+ row.get(NULL, PLACE_COLUMN_LOCATION_VALID, &locationValidInt);
+ place.locationValid = (bool) locationValidInt;
+ row.get(NULL, PLACE_COLUMN_LOCATION_LATITUDE, &(place.location.latitude));
+ row.get(NULL, PLACE_COLUMN_LOCATION_LONGITUDE, &(place.location.longitude));
+ row.get(NULL, PLACE_COLUMN_LOCATION_ACCURACY, &(place.location.accuracy));
+}
+
+void ctx::PlacesDetector::__placeWifiAPsFromJson(Json &row, ctx::Place &place)
+{
+ std::string wifiAps;
+ row.get(NULL, PLACE_COLUMN_WIFI_APS, &wifiAps);
+ std::stringstream ss;
+ ss << wifiAps;
+ std::shared_ptr<MacSet> macSet = std::make_shared<MacSet>();
+ ss >> *macSet;
+ for (ctx::Mac mac : *macSet) {
+ place.wifiAps.insert(std::pair<std::string, std::string>(mac, __wifiAPsMap[mac]));
+ }
+}
+
+void ctx::PlacesDetector::__placeCreateDateFromJson(Json &row, ctx::Place &place)
+{
+ int createDate;
+ row.get(NULL, PLACE_COLUMN_CREATE_DATE, &(createDate));
+ // This is due to the fact the JSON module API interface doesn't handle time_t
+ place.createDate = static_cast<time_t>(createDate);
+}
+
+std::vector<std::shared_ptr<ctx::Place>> ctx::PlacesDetector::__placesFromJsons(std::vector<Json>& records)
+{
+ std::vector<std::shared_ptr<Place>> places;
+ _D("db_result: number of all places: %d", records.size());
+
+ for (Json &row : records) {
+ std::shared_ptr<Place> place = __placeFromJson(row);
+ places.push_back(place);
+ }
+ _D("number of all places in vector: %d", places.size());
+ return places;
+}
+
+void ctx::PlacesDetector::__reduceOutliers(ctx::Visits &visits)
+{
+ int size = visits.size();
+ visits.erase(std::remove_if(
+ visits.begin(),
+ visits.end(),
+ [](Visit v)->bool {
+ int minutes = (v.interval.end - v.interval.start) / 60;
+ return (minutes < PLACES_DETECTOR_MIN_VISIT_DURATION_MINUTES)
+ || (minutes > PLACES_DETECTOR_MAX_VISIT_DURATION_MINUTES);
+ }),
+ visits.end());
+ int newSize = visits.size();
+ if (size != newSize)
+ _D("Visits number from %d to %d (to short and to long reduction)", size, newSize);
+}
+
+void ctx::PlacesDetector::__processVisits(ctx::Visits &visits)
+{
+ __reduceOutliers(visits);
+
+ _D("__testMode = %d", __testMode);
+ auto components = __mergeVisits(visits);
+ std::vector<std::shared_ptr<Place>> newDetectedPlaces;
+#ifdef TIZEN_ENGINEER_MODE
+ std::vector<Visits> placesVisits; // TODO: remove from final solution.
+#endif /* TIZEN_ENGINEER_MODE */
+ for (std::shared_ptr<graph::Component> component : *components) {
+ // Small places outliers reduction
+ if (!__testMode && component->size() < PLACES_DETECTOR_MIN_VISITS_PER_BIG_PLACE)
+ continue;
+ std::shared_ptr<Visits> merged = std::make_shared<Visits>();
+ for (graph::Node i : *component) {
+ merged->push_back(visits[i]);
+ }
+ std::shared_ptr<Place> place = __placeFromMergedVisits(*merged);
+ if (place->categId == PLACE_CATEG_ID_NONE)
+ continue;
+ newDetectedPlaces.push_back(place);
+ if (!__testMode)
+ __dbInsertPlace(*place);
+
+#ifdef TIZEN_ENGINEER_MODE
+ { // TODO: Only for debug -> remove in final solution
+ Visits placeVisits;
+ for (graph::Node i : *component) {
+ placeVisits.push_back(visits[i]);
+ }
+ placesVisits.push_back(placeVisits);
+ }
+#endif /* TIZEN_ENGINEER_MODE */
+ }
+
+ __detectedPlacesUpdate(newDetectedPlaces);
+
+#ifdef TIZEN_ENGINEER_MODE
+ { // Print to file TODO: Only for debug -> remove in final solution
+ std::ofstream out(__USER_PLACES_FILE);
+ for (size_t i = 0; i < newDetectedPlaces.size(); i++) {
+ DebugUtils::printPlace2Stream(*newDetectedPlaces[i], out);
+ Visits placeVisits = placesVisits[i];
+ for (Visit visit : placeVisits) {
+ visit.printShort2Stream(out);
+ }
+ }
+ out.close();
+ Gmap::writeMap(newDetectedPlaces);
+ }
+#endif /* TIZEN_ENGINEER_MODE */
+}
+
+/*
+ * Replace old places by new ones.
+ */
+void ctx::PlacesDetector::__detectedPlacesUpdate(std::vector<std::shared_ptr<Place>> &newPlaces)
+{
+ _D("");
+ // XXX: In case of thread safety issues use std::mutex to protect places list.
+ __detectedPlaces = newPlaces;
+}
+
+void ctx::PlacesDetector::__mergeLocation(const Visits &visits, Place &place)
+{
+ std::vector<double> latitudes;
+ std::vector<double> longitudes;
+ std::vector<double> accuracy;
+ place.locationValid = false;
+ for (const Visit& visit : visits) {
+ if (visit.locationValid) {
+ latitudes.push_back(visit.location.latitude);
+ longitudes.push_back(visit.location.longitude);
+ accuracy.push_back(visit.location.accuracy);
+ place.locationValid = true;
+ }
+ }
+ if (place.locationValid) {
+ place.location = medianLocation(latitudes, longitudes, accuracy);
+ _D("place location set: lat=%.8f, lon=%.8f, acc=%.8f",
+ place.location.latitude,
+ place.location.longitude,
+ place.location.accuracy);
+ } else {
+ _D("place location not set");
+ }
+}
+
+std::shared_ptr<ctx::Place> ctx::PlacesDetector::__placeFromMergedVisits(Visits &mergedVisits)
+{
+ std::shared_ptr<Place> place = std::make_shared<Place>();
+ place->createDate = std::time(nullptr);
+ std::vector<std::shared_ptr<MacSet>> macSets;
+ for (const Visit &visit : mergedVisits) {
+ macSets.push_back(visit.macSet);
+ }
+ std::shared_ptr<MacSet> allMacs = macSetsUnion(macSets);
+ for (ctx::Mac mac : *allMacs) {
+ place->wifiAps.insert(std::pair<std::string, std::string>(mac, __wifiAPsMap[mac]));
+ }
+ __mergeLocation(mergedVisits, *place);
+
+ PlaceCateger::categorize(mergedVisits, *place);
+
+ return place;
+}
+
+void ctx::PlacesDetector::__reduceOutliers(std::shared_ptr<ctx::graph::Components> &cc)
+{
+ int size = cc->size();
+ cc->erase(std::remove_if(cc->begin(),
+ cc->end(),
+ [](std::shared_ptr<graph::Component> &c)->bool {
+ return c->size() < PLACES_DETECTOR_MIN_VISITS_PER_PLACE;
+ }),
+ cc->end());
+ int newSize = cc->size();
+ if (size != newSize)
+ _D("Connected components from %d to %d (min visit per place)", size, newSize);
+}
+
+std::shared_ptr<ctx::graph::Components> ctx::PlacesDetector::__mergeVisits(const std::vector<Visit> &visits)
+{
+ auto graph = __graphFromVisits(visits);
+ auto cc = graph::connectedComponents(*graph);
+ __reduceOutliers(cc);
+ return cc;
+}
+
+std::shared_ptr<ctx::graph::Graph> ctx::PlacesDetector::__graphFromVisits(const std::vector<Visit> &visits)
+{
+ std::shared_ptr<graph::Graph> graph = std::make_shared<graph::Graph>();
+ graph->resize(visits.size());
+ for (size_t i = 0; i < visits.size(); i++) {
+ (*graph)[i] = std::make_shared<graph::NeighbourNodes>();
+ for (size_t j = 0; j < i; j++) {
+ if (similarity::isJoint(*visits[i].macSet, *visits[j].macSet)) {
+ (*graph)[i]->insert(j);
+ (*graph)[j]->insert(i);
+ }
+ }
+ }
+ return graph;
+}
+
+void ctx::PlacesDetector::__dbDeletePlaces()
+{
+ std::vector<Json> records;
+ bool ret = __dbManager->executeSync(__DELETE_PLACES_QUERY, &records);
+ _D("delete places execute query result: %s", ret ? "SUCCESS" : "FAIL");
+}
+
+void ctx::PlacesDetector::__dbDeleteOldEntries()
+{
+ time_t currentTime;
+ time(¤tTime);
+ time_t thresholdTime = currentTime - PLACES_DETECTOR_RETENTION_SECONDS;
+ __dbDeleteOlderVisitsThan(thresholdTime);
+ __dbDeleteOlderWifiAPsThan(thresholdTime);
+}
+
+void ctx::PlacesDetector::__dbDeleteOlderVisitsThan(time_t threshold)
+{
+ std::stringstream query;
+ query << "DELETE FROM " << VISIT_TABLE;
+ query << " WHERE " << VISIT_COLUMN_END_TIME << " < " << threshold;
+ // query << " AND 0"; // XXX: Always false condition. Uncomment it for not deleting any visit during development.
+ std::vector<Json> records;
+ bool ret = __dbManager->executeSync(query.str().c_str(), &records);
+ _D("deleting visits older than: %d, result: %s", threshold, ret ? "SUCCESS" : "FAIL");
+}
+
+void ctx::PlacesDetector::__dbDeleteOlderWifiAPsThan(time_t threshold)
+{
+ std::stringstream query;
+ query << "DELETE FROM " << WIFI_APS_MAP_TABLE;
+ query << " WHERE " << WIFI_APS_MAP_COLUMN_INSERT_TIME << " < " << threshold;
+ std::vector<Json> records;
+ bool ret = __dbManager->executeSync(query.str().c_str(), &records);
+ _D("deleting Wifi APs older than: %d, result: %s", threshold, ret ? "SUCCESS" : "FAIL");
+}
+
+ctx::PlacesDetector::PlacesDetector(bool testMode):
+ __testMode(testMode),
+ __dbManager(testMode ? nullptr : new DatabaseManager())
+{
+ if (testMode)
+ return;
+ __dbCreateTable();
+ std::vector<Json> records = __dbGetPlaces();
+ __dbGetWifiAPsMap();
+ std::vector<std::shared_ptr<Place>> dbPlaces = __placesFromJsons(records);
+ __wifiAPsMap.clear();
+ __detectedPlacesUpdate(dbPlaces);
+}
+
+void ctx::PlacesDetector::__dbCreateTable()
+{
+ bool ret = __dbManager->createTable(0, PLACE_TABLE, __PLACE_TABLE_COLUMNS);
+ _D("db: place Table Creation Result: %s", ret ? "SUCCESS" : "FAIL");
+}
+
+void ctx::PlacesDetector::__dbInsertPlace(const Place &place)
+{
+ Json data;
+ data.set(NULL, PLACE_COLUMN_CATEG_ID, place.categId);
+ data.set(NULL, PLACE_COLUMN_CATEG_CONFIDENCE, place.categConfidence);
+ data.set(NULL, PLACE_COLUMN_NAME, place.name);
+
+ data.set(NULL, PLACE_COLUMN_LOCATION_VALID, place.locationValid);
+ data.set(NULL, PLACE_COLUMN_LOCATION_LATITUDE, place.location.latitude);
+ data.set(NULL, PLACE_COLUMN_LOCATION_LONGITUDE, place.location.longitude);
+ data.set(NULL, PLACE_COLUMN_LOCATION_ACCURACY, place.location.accuracy);
+ std::string wifiAps;
+ for (std::pair<std::string, std::string> ap : place.wifiAps) {
+ wifiAps.append(ap.first);
+ wifiAps.append(",");
+ }
+ wifiAps = wifiAps.substr(0, wifiAps.size()-1);
+ data.set(NULL, PLACE_COLUMN_WIFI_APS, wifiAps);
+ data.set(NULL, PLACE_COLUMN_CREATE_DATE, static_cast<int>(place.createDate));
+
+ int64_t rowId;
+ bool ret = __dbManager->insertSync(PLACE_TABLE, data, &rowId);
+ _D("insert place execute query result: %s", ret ? "SUCCESS" : "FAIL");
+}
+
+std::vector<std::shared_ptr<ctx::Place>> ctx::PlacesDetector::getPlaces()
+{
+ // XXX: In case of thread safety issues use std::mutex to protect places list.
+ return __detectedPlaces;
+}
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 _CONTEXT_PLACE_RECOGNITION_PLACES_DETECTOR_
+#define _CONTEXT_PLACE_RECOGNITION_PLACES_DETECTOR_
+
+#include <vector>
+#include <cstdint>
+#include <ITimerListener.h>
+#include <DatabaseManager.h>
+//#include "visit_detector.h"
+#include "../facade/user_places_types.h"
+#include <MyPlaceTypes.h>
+#include "graph.h"
+
+namespace ctx {
+
+ class PlacesDetector : public ITimerListener {
+
+ private:
+ bool __testMode;
+ DatabaseManager *__dbManager;
+
+ double __doubleValueFromJson(Json &row, const char* key);
+ Categs __visitCategsFromJson(Json &row);
+ void __visitLocationFromJson(Json &row, ctx::Visit &visit);
+ Visit __visitFromJson(Json &row);
+ Visits __visitsFromJsons(std::vector<Json>& records);
+ std::shared_ptr<ctx::Place> __placeFromJson(Json &row);
+ void __placeCategoryFromJson(Json &row, ctx::Place &place);
+ void __placeLocationFromJson(Json &row, ctx::Place &place);
+ void __placeWifiAPsFromJson(Json &row, ctx::Place &place);
+ void __placeCreateDateFromJson(Json &row, ctx::Place &place);
+ std::vector<std::shared_ptr<Place>> __placesFromJsons(std::vector<Json>& records);
+
+ std::shared_ptr<graph::Graph> __graphFromVisits(const std::vector<Visit> &visits);
+
+ void __dbCreateTable();
+ void __dbDeletePlaces();
+ void __dbDeleteOldEntries();
+ void __dbDeleteOlderVisitsThan(time_t threshold);
+ void __dbDeleteOlderWifiAPsThan(time_t threshold);
+ std::vector<Json> __dbGetVisits();
+ std::vector<Json> __dbGetPlaces();
+ void __dbGetWifiAPsMap();
+ void __dbInsertPlace(const Place &place);
+
+ std::shared_ptr<Place> __placeFromMergedVisits(Visits &mergedVisits);
+ std::map<std::string, std::string> __wifiAPsMap;
+ std::vector<std::shared_ptr<Place>> __detectedPlaces;
+ void __detectedPlacesUpdate(std::vector<std::shared_ptr<Place>> &newPlaces);
+ void __processVisits(Visits &visits);
+ static void __mergeLocation(const Visits &mergedVisits, Place &place);
+ std::shared_ptr<graph::Components> __mergeVisits(const std::vector<Visit> &visits);
+ static void __reduceOutliers(Visits &visits);
+ static void __reduceOutliers(std::shared_ptr<graph::Components> &cc);
+
+ bool onTimerExpired(int timerId);
+
+ public:
+ PlacesDetector(bool testMode = false);
+ std::vector<std::shared_ptr<Place>> getPlaces();
+
+ }; /* class PlacesDetector */
+
+} /* namespace ctx */
+
+#endif /* End of _CONTEXT_PLACE_RECOGNITION_PLACES_DETECTOR_ */
*/
#include "place_recognition.h"
-#include "user_places/user_places.h"
void ctx::PlaceRecognitionProvider::getPrivilege(std::vector<const char*> &privilege)
{
#include <ContextProvider.h>
#include "MyPlaceTypes.h"
-#include "user_places/user_places.h"
+#include "facade/user_places.h"
+#include "ProviderTypes.h"
namespace ctx {
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_TYPES_
-#define _CONTEXT_PLACE_RECOGNITION_TYPES_
-
-#include <ProviderTypes.h>
-
-// Context Items
-#define PLACE_PRIV_RECOGNITION "location"
-
-// Database
-#define VISIT_TABLE "place_status_user_place_visit"
-#define VISIT_COLUMN_START_TIME "start_time"
-#define VISIT_COLUMN_END_TIME "end_time"
-#define VISIT_COLUMN_WIFI_APS "wifi_aps"
-#define VISIT_COLUMN_CATEGORY "category"
-#ifdef TIZEN_ENGINEER_MODE
-#define VISIT_COLUMN_START_TIME_HUMAN "start_time_human" // only for debug: human readable time data:
-#define VISIT_COLUMN_END_TIME_HUMAN "end_time_human" // only for debug: human readable time data:
-#endif /* TIZEN_ENGINEER_MODE */
-#define VISIT_COLUMN_LOCATION_VALID "location_valid"
-#define VISIT_COLUMN_LOCATION_LATITUDE "location_latitude"
-#define VISIT_COLUMN_LOCATION_LONGITUDE "location_longitude"
-#define VISIT_COLUMN_LOCATION_ACCURACY "location_accuracy"
-#define VISIT_COLUMN_CATEG_HOME "categ_home"
-#define VISIT_COLUMN_CATEG_WORK "categ_work"
-#define VISIT_COLUMN_CATEG_OTHER "categ_other"
-
-#define WIFI_APS_MAP_TABLE "place_status_user_place_wifi_aps_map"
-#define WIFI_APS_MAP_COLUMN_MAC "mac"
-#define WIFI_APS_MAP_COLUMN_NETWORK_NAME "network_name"
-#define WIFI_APS_MAP_COLUMN_INSERT_TIME "insert_time"
-
-#define PLACE_TABLE "place_status_user_place"
-#define PLACE_COLUMN_CATEG_ID "categ_id"
-#define PLACE_COLUMN_CATEG_CONFIDENCE "categ_confidence"
-#define PLACE_COLUMN_NAME "name"
-#define PLACE_COLUMN_LOCATION_VALID "location_valid"
-#define PLACE_COLUMN_LOCATION_LATITUDE "location_latitude"
-#define PLACE_COLUMN_LOCATION_LONGITUDE "location_longitude"
-#define PLACE_COLUMN_LOCATION_ACCURACY "location_accuracy"
-#define PLACE_COLUMN_WIFI_APS "wifi_aps"
-#define PLACE_COLUMN_CREATE_DATE "create_date"
-
-#define WIFI_TABLE_NAME "place_status_user_place_wifi"
-#define WIFI_COLUMN_TIMESTAMP "timestamp"
-#define WIFI_COLUMN_BSSID "bssid"
-#define WIFI_COLUMN_ESSID "essid"
-
-#define LOCATION_TABLE_NAME "place_status_user_place_location"
-#define LOCATION_COLUMN_LATITUDE "geo_latitude"
-#define LOCATION_COLUMN_LONGITUDE "geo_longitude"
-#define LOCATION_COLUMN_ACCURACY "accuracy"
-#define LOCATION_COLUMN_TIMESTAMP "timestamp"
-#ifdef TIZEN_ENGINEER_MODE
-#define LOCATION_COLUMN_TIMESTAMP_HUMAN "time_human" // only for debug: human readable time data:
-#define LOCATION_COLUMN_METHOD "method"
-#endif /* TIZEN_ENGINEER_MODE */
-
-enum PlaceRecogMode {
- PLACE_RECOG_HIGH_ACCURACY_MODE = 0,
- PLACE_RECOG_LOW_POWER_MODE = 1
-};
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_TYPES_ */
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 "debug_utils.h"
-#include <Types.h>
-#include <iomanip>
-
-/*
- * Number of digits after decimal point used in geo coordinates.
- */
-#define GEO_LOCATION_PRECISION 7
-
-std::string ctx::DebugUtils::humanReadableDateTime(time_t timestamp, std::string format, size_t size, bool utc)
-{
- struct tm timeinfo;
- struct tm *result;
- tzset();
- if (utc) {
- format += " UTC";
- size += 4;
- result = gmtime_r(×tamp, &timeinfo);
- } else {
- result = localtime_r(×tamp, &timeinfo);
- }
- char buffer[size];
- if (result) {
- strftime(buffer, size, format.c_str(), &timeinfo);
- } else {
- snprintf(buffer, size, "NULL");
- }
- return std::string(buffer);
-}
-
-void ctx::DebugUtils::printPlace2Stream(const Place &place, std::ostream &out)
-{
- out << "PLACE:" << std::endl;
- out << "__CATEGORY: " << place.name << std::endl;
- if (place.locationValid) {
- out << "__LOCATION: lat=" << std::setprecision(GEO_LOCATION_PRECISION + 2) << place.location.latitude;
- out << ", lon=" << place.location.longitude << std::setprecision(5) << std::endl;
- }
- out << "__WIFI:" << std::endl;
- for (std::pair<std::string, std::string> ap : place.wifiAps) {
- out << "____ " << ap.first << " : " << ap.second << std::endl;
- }
- out << "__CREATE_DATE: " << humanReadableDateTime(place.createDate, "%F %T", 80) << std::endl;
-}
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_DEBUG_UTILS_H_
-#define _CONTEXT_PLACE_RECOGNITION_DEBUG_UTILS_H_
-
-#include <string>
-#include <ctime>
-#include <iostream>
-#include <MyPlaceTypes.h>
-
-namespace ctx {
-
- class DebugUtils {
-
- public:
- static std::string humanReadableDateTime(time_t timestamp, std::string format, size_t size, bool utc = false);
- static void printPlace2Stream(const Place &place, std::ostream &out);
-
- }; /* class DebugUtils */
-
-} /* namespace ctx */
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_DEBUG_UTILS_H_ */
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 "gmap.h"
-#include <iostream>
-#include <fstream>
-
-const std::string ctx::Gmap::__HTML_HEADER = R"(
-<!DOCTYPE html>
-<html>
- <head>
- <meta name="viewport" content="initial-scale=1.0, user-scalable=no">
- <meta charset="utf-8">
- <title>Simple markers</title>
- <style>
- html, body, #map-canvas {
- height: 100%;
- margin: 0px;
- padding: 0px
- }
- </style>
- <script src="https://maps.googleapis.com/maps/api/js?v=3.exp&signed_in=true"></script>
- <script>
-function initialize() {
- var mapOptions = {
- zoom: 2,
- center: new google.maps.LatLng(20,60)
- }
- var map = new google.maps.Map(document.getElementById('map-canvas'), mapOptions);
-)";
-
-const std::string ctx::Gmap::__HTML_FOOTER = R"(
-}
-
-google.maps.event.addDomListener(window, 'load', initialize);
-
- </script>
- </head>
- <body>
- <div id="map-canvas"></div>
- </body>
-</html>
-)";
-
-std::string ctx::Gmap::__iconForCategId(PlaceCategId categId)
-{
- switch (categId) {
- case PLACE_CATEG_ID_HOME: return "markerH.png";
- case PLACE_CATEG_ID_WORK: return "markerW.png";
- case PLACE_CATEG_ID_OTHER: return "markerO.png";
- case PLACE_CATEG_ID_NONE: return "markerN.png";
- default: return "markerD.png";
- }
-}
-
-void ctx::Gmap::__placeMarker2Stream(const ctx::Place& place, std::ostream& out)
-{
- if (place.locationValid) {
- out << "new google.maps.Marker({" << std::endl;
- out << " position: new google.maps.LatLng(" << place.location.latitude << "," << place.location.longitude << ")," << std::endl;
- out << " map: map," << std::endl;
- out << " icon: \"http://maps.google.com/mapfiles/" << __iconForCategId(place.categId)<< "\"" << std::endl;
- out << "});" << std::endl;
- }
-}
-
-void ctx::Gmap::__html2Stream(const std::vector<std::shared_ptr<ctx::Place>>& places, std::ostream& out)
-{
- out << __HTML_HEADER;
- for (std::shared_ptr<ctx::Place> place : places) {
- __placeMarker2Stream(*place, out);
- }
- out << __HTML_FOOTER;
-}
-
-void ctx::Gmap::writeMap(const std::vector<std::shared_ptr<ctx::Place>>& places)
-{
- std::ofstream out(GMAP_FILE);
- __html2Stream(places, out);
-}
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_GMAP_H_
-#define _CONTEXT_PLACE_RECOGNITION_GMAP_H_
-
-#include "user_places_types.h"
-#include "../place_recognition_types.h"
-
-#define GMAP_FILE "/tmp/user_places_map.html"
-
-namespace ctx {
-
- /*
- * Class for generating a HTML page with GoogleMaps with all user places.
- * This class is for test/demo purposes only. TODO: Remove this class from final solution.
- */
- class Gmap {
-
- private:
- static const std::string __HTML_HEADER;
- static const std::string __HTML_FOOTER;
- static std::string __iconForCategId(PlaceCategId categId);
- static void __placeMarker2Stream(const Place& place, std::ostream& out);
- static void __html2Stream(const std::vector<std::shared_ptr<Place>>& places, std::ostream& out);
-
- public:
- static void writeMap(const std::vector<std::shared_ptr<Place>>& places);
-
- }; /* class Gmap */
-
-} /* namespace ctx */
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_GMAP_H_ */
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 <memory>
-#include <queue>
-#include "graph.h"
-
-std::shared_ptr<ctx::graph::Components> ctx::graph::connectedComponents(Graph &graph)
-{
- std::shared_ptr<Components> ccs = std::make_shared<Components>();
- std::set<int> fringe;
-
- for (Node i = 0; i < static_cast<Node>(graph.size()); i++) {
- if (!graph[i])
- continue;
-
- // neighbourhood of node i exists (was not removed)
- std::shared_ptr<Component> c = std::make_shared<Component>();
- ccs->push_back(c);
- fringe.insert(i);
- while (!fringe.empty()) {
- Node currNode = *fringe.begin();
- fringe.erase(fringe.begin());
- c->insert(currNode);
-
- std::shared_ptr<NeighbourNodes> currNhood = graph[currNode];
- for (Node nhoodNode : *currNhood) {
- if (graph[nhoodNode] && fringe.find(nhoodNode) == fringe.end())
- fringe.insert(nhoodNode);
- }
- graph[currNode].reset(); // removing current node
- }
- }
- return ccs;
-}
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_GRAPH_H_
-#define _CONTEXT_PLACE_RECOGNITION_GRAPH_H_
-
-#include <memory>
-#include <vector>
-#include <set>
-
-namespace ctx {
-
-namespace graph {
-
- typedef int Node;
- typedef std::set<Node> NeighbourNodes;
- typedef std::vector<std::shared_ptr<NeighbourNodes>> Graph;
- typedef std::set<Node> Component;
- typedef std::vector<std::shared_ptr<Component>> Components;
-
- /*
- * make connected components of a given graph
- * caution: the graph will be changed (its nodes will be cleared)
- */
- std::shared_ptr<Components> connectedComponents(Graph &graph);
-
-} /* namespace graph */
-
-} /* namespace ctx */
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_GRAPH_H_ */
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_LOCATION_LISTENER_IFACE_H_
-#define _CONTEXT_PLACE_RECOGNITION_LOCATION_LISTENER_IFACE_H_
-
-#include "user_places_types.h"
-
-namespace ctx {
-
- class ILocationListener {
-
- public:
- virtual ~ILocationListener() {};
- virtual void onNewLocation(LocationEvent location) = 0;
-
- }; /* class ILocationListener */
-
-} /* namespace ctx */
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_LOCATION_LISTENER_IFACE_H_ */
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 <sstream>
-#include <Types.h>
-#include <Json.h>
-#include <DatabaseManager.h>
-#include "../place_recognition_types.h"
-#include "user_places_params.h"
-#include "debug_utils.h"
-#include "location_logger.h"
-
-#ifdef TIZEN_ENGINEER_MODE
-#define __LOCATION_CREATE_TABLE_COLUMNS \
- LOCATION_COLUMN_LATITUDE " REAL NOT NULL, "\
- LOCATION_COLUMN_LONGITUDE " REAL NOT NULL, "\
- LOCATION_COLUMN_ACCURACY " REAL, "\
- LOCATION_COLUMN_TIMESTAMP " timestamp NOT NULL, "\
- LOCATION_COLUMN_TIMESTAMP_HUMAN " TEXT, "\
- LOCATION_COLUMN_METHOD " INTEGER "
-#else /* TIZEN_ENGINEER_MODE */
-#define __LOCATION_CREATE_TABLE_COLUMNS \
- LOCATION_COLUMN_LATITUDE " REAL NOT NULL, "\
- LOCATION_COLUMN_LONGITUDE " REAL NOT NULL, "\
- LOCATION_COLUMN_ACCURACY " REAL, "\
- LOCATION_COLUMN_TIMESTAMP " timestamp NOT NULL "
-#endif /* TIZEN_ENGINEER_MODE */
-
-#define __LOCATION_ERROR_LOG(error) { \
- if (error != LOCATIONS_ERROR_NONE) { \
- _E("ERROR == %s", __locationError2Str(error)); \
- } else { \
- _D("SUCCESS"); \
- } \
-}
-
-void ctx::LocationLogger::__locationServiceStateChangedCb(location_service_state_e state, void *userData)
-{
- ctx::LocationLogger* locationLogger = (ctx::LocationLogger *)userData;
- locationLogger->__locationServiceState = state;
- if (state == LOCATIONS_SERVICE_ENABLED) {
- _D("LOCATIONS_SERVICE_ENABLED");
- switch (locationLogger->__timerPurpose) {
- case LOCATION_LOGGER_WAITING_FOR_SERVICE_START:
- _D("Waiting for location service start FINISHED");
- locationLogger->__timerStop();
- locationLogger->__locationRequest();
- break;
- case LOCATION_LOGGER_WAITING_FOR_ACTIVE_REQUEST:
- case LOCATION_LOGGER_WAITING_FOR_LOCATION_METHOD_SETTING_ON:
- case LOCATION_LOGGER_WAITING_FOR_ACTIVE_INTERVAL:
- case LOCATION_LOGGER_WAITING_FOR_PASSIVE_INTERVAL:
- default:
- // Do nothing
- break;
- }
- } else {
- _D("LOCATIONS_SERVICE_DISABLED");
-// locationLogger->__timerStop();
- }
-}
-
-void ctx::LocationLogger::__locationSettingChangedCb(location_method_e method, bool enable, void *userData)
-{
- ctx::LocationLogger* locationLogger = (ctx::LocationLogger *)userData;
- locationLogger->__locationMethodState = enable;
- if (method == locationLogger->__locationMethod) {
- if (enable) {
- _D("Location method settings ON");
- switch (locationLogger->__timerPurpose) {
- case LOCATION_LOGGER_WAITING_FOR_LOCATION_METHOD_SETTING_ON:
- _D("Waiting for location method settings on FINISHED");
- if (locationLogger->__locationServiceState == LOCATIONS_SERVICE_ENABLED) {
- locationLogger->__timerStop();
- locationLogger->__locationRequest();
- } else {
- locationLogger->__locationManagerStart();
- }
- break;
- case LOCATION_LOGGER_WAITING_FOR_SERVICE_START:
- case LOCATION_LOGGER_WAITING_FOR_ACTIVE_REQUEST:
- case LOCATION_LOGGER_WAITING_FOR_ACTIVE_INTERVAL:
- case LOCATION_LOGGER_WAITING_FOR_PASSIVE_INTERVAL:
- default:
- // Do nothing
- break;
- }
- } else {
- _D("Location method settings OFF");
-// locationLogger->__timerStop();
- }
- }
-}
-
-void ctx::LocationLogger::__positionUpdatedCb(double latitude, double longitude,
- double altitude, time_t timestamp, void *userData)
-{
- _D("");
- ctx::LocationLogger* locationLogger = (ctx::LocationLogger *)userData;
- double horizontal = locationLogger->__locationManagerGetHorizontalAccuracy();
-#ifdef TIZEN_ENGINEER_MODE
- ctx::LocationEvent location(latitude, longitude, horizontal, timestamp, LOCATION_METHOD_REQUEST);
-#else /* TIZEN_ENGINEER_MODE */
- ctx::LocationEvent location(latitude, longitude, horizontal, timestamp);
-#endif /* TIZEN_ENGINEER_MODE */
- locationLogger->__broadcast(location);
- locationLogger->__onActiveRequestSucceeded();
-}
-
-void ctx::LocationLogger::__locationUpdatedCb(location_error_e error, double latitude, double longitude,
- double altitude, time_t timestamp, double speed, double direction, double climb, void *userData)
-{
- _D("");
- __positionUpdatedCb(latitude, longitude, altitude, timestamp, userData);
-}
-
-const char* ctx::LocationLogger::__locationError2Str(int error)
-{
- switch (error) {
- case LOCATIONS_ERROR_NONE:
- return "LOCATIONS_ERROR_NONE";
- case LOCATIONS_ERROR_OUT_OF_MEMORY:
- return "LOCATIONS_ERROR_OUT_OF_MEMORY";
- case LOCATIONS_ERROR_INVALID_PARAMETER:
- return "LOCATIONS_ERROR_INVALID_PARAMETER";
- case LOCATIONS_ERROR_ACCESSIBILITY_NOT_ALLOWED:
- return "LOCATIONS_ERROR_ACCESSIBILITY_NOT_ALLOWED";
- case LOCATIONS_ERROR_NOT_SUPPORTED:
- return "LOCATIONS_ERROR_NOT_SUPPORTED";
- case LOCATIONS_ERROR_INCORRECT_METHOD:
- return "LOCATIONS_ERROR_INCORRECT_METHOD";
- case LOCATIONS_ERROR_NETWORK_FAILED:
- return "LOCATIONS_ERROR_NETWORK_FAILED";
- case LOCATIONS_ERROR_SERVICE_NOT_AVAILABLE:
- return "LOCATIONS_ERROR_SERVICE_NOT_AVAILABLE";
- case LOCATIONS_ERROR_GPS_SETTING_OFF:
- return "LOCATIONS_ERROR_GPS_SETTING_OFF";
- case LOCATIONS_ERROR_SECURITY_RESTRICTED:
- return "LOCATIONS_ERROR_SECURITY_RESTRICTED";
- default:
- return "unknown location error code";
- }
-}
-
-
-void ctx::LocationLogger::__log(location_accessibility_state_e state)
-{
- switch (state) {
- case LOCATIONS_ACCESS_STATE_NONE : // Access state is not determined
- _D("LOCATIONS_ACCESS_STATE_NONE ");
- break;
- case LOCATIONS_ACCESS_STATE_DENIED: // Access denied
- _D("LOCATIONS_ACCESS_STATE_DENIED");
- break;
- case LOCATIONS_ACCESS_STATE_ALLOWED: // Access authorized
- _D("LOCATIONS_ACCESS_STATE_ALLOWED");
- break;
- default:
- break;
- }
-}
-
-int ctx::LocationLogger::__dbCreateTable()
-{
- ctx::DatabaseManager dbManager;
- bool ret = dbManager.createTable(0, LOCATION_TABLE_NAME, __LOCATION_CREATE_TABLE_COLUMNS, NULL, NULL);
- _D("%s -> Table Creation Request", ret ? "SUCCESS" : "FAIL");
- return 0;
-}
-
-int ctx::LocationLogger::__dbInsertLog(LocationEvent locationEvent)
-{
- Json data;
- data.set(NULL, LOCATION_COLUMN_LATITUDE, locationEvent.coordinates.latitude);
- data.set(NULL, LOCATION_COLUMN_LONGITUDE, locationEvent.coordinates.longitude);
- data.set(NULL, LOCATION_COLUMN_ACCURACY, locationEvent.coordinates.accuracy);
- data.set(NULL, LOCATION_COLUMN_TIMESTAMP, static_cast<int>(locationEvent.timestamp));
-#ifdef TIZEN_ENGINEER_MODE
- std::string timeHuman = DebugUtils::humanReadableDateTime(locationEvent.timestamp, "%F %T", 80);
- data.set(NULL, LOCATION_COLUMN_TIMESTAMP_HUMAN, timeHuman);
- data.set(NULL, LOCATION_COLUMN_METHOD, static_cast<int>(locationEvent.method));
-#endif /* TIZEN_ENGINEER_MODE */
-
- ctx::DatabaseManager dbManager;
- int64_t rowId;
- bool ret = dbManager.insertSync(LOCATION_TABLE_NAME, data, &rowId);
- _D("%s -> DB: location table insert result", ret ? "SUCCESS" : "FAIL");
- return ret;
-}
-
-ctx::LocationLogger::LocationLogger(ILocationListener *listener) :
- __listener(listener),
- __activeRequestAttempts(0),
- __activeAttempts(0),
- __allAttempts(0),
- __locationCount(0),
- __activeRequestSucceeded(false),
- __activeLocationSucceeded(false),
- __timerId(-1),
- __timerTimestamp(0),
- __timerPurpose(LOCATION_LOGGER_WAITING_FOR_PASSIVE_INTERVAL),
- __locationServiceState(LOCATIONS_SERVICE_DISABLED),
- __locationMethod(LOCATION_LOGGER_METHOD),
- __locationMethodState(false)
-{
- _D("CONSTRUCTOR");
-
- __locationManagerCreate();
-
- if (LOCATION_LOGGER_DATABASE)
- __dbCreateTable();
-
- __locationManagerSetServiceStateChangedCb();
- __locationManagerSetSettingChangedCb();
- __locationMethodState = __locationManagerIsEnabledMethod(__locationMethod);
-}
-
-ctx::LocationLogger::~LocationLogger()
-{
- _D("DESTRUCTOR");
- __stopLogging();
- __locationManagerUnsetServiceStateChangedCb();
- __locationManagerUnsetSettingChangedCb();
- __locationManagerDestroy();
-}
-
-void ctx::LocationLogger::__locationManagerCreate()
-{
- int ret = location_manager_create(__locationMethod, &__locationManager);
- __LOCATION_ERROR_LOG(ret);
-}
-
-void ctx::LocationLogger::__locationManagerDestroy()
-{
- int ret = location_manager_destroy(__locationManager);
- __LOCATION_ERROR_LOG(ret);
-}
-
-void ctx::LocationLogger::__locationManagerSetServiceStateChangedCb()
-{
- int ret = location_manager_set_service_state_changed_cb(__locationManager, __locationServiceStateChangedCb, this);
- __LOCATION_ERROR_LOG(ret);
-}
-
-void ctx::LocationLogger::__locationManagerUnsetServiceStateChangedCb()
-{
- int ret = location_manager_unset_service_state_changed_cb(__locationManager);
- __LOCATION_ERROR_LOG(ret);
-}
-
-void ctx::LocationLogger::__locationManagerStart()
-{
- int ret = location_manager_start(__locationManager);
- __LOCATION_ERROR_LOG(ret);
- __startServiceTimerStart();
-}
-
-void ctx::LocationLogger::__locationManagerStop()
-{
- int ret = location_manager_stop(__locationManager);
- __LOCATION_ERROR_LOG(ret);
-}
-
-double ctx::LocationLogger::__locationManagerGetHorizontalAccuracy()
-{
- location_accuracy_level_e accuracyLevel;
- double horizontal, vertical;
- int ret = location_manager_get_accuracy(__locationManager, &accuracyLevel, &horizontal, &vertical);
- __LOCATION_ERROR_LOG(ret);
- return horizontal;
-}
-
-location_accessibility_state_e ctx::LocationLogger::__locationManagerGetAccessibilityState()
-{
- location_accessibility_state_e state;
- int ret = location_manager_get_accessibility_state(&state);
- __LOCATION_ERROR_LOG(ret);
- return state;
-}
-
-void ctx::LocationLogger::__locationManagerSetSettingChangedCb()
-{
- int ret = location_manager_set_setting_changed_cb(__locationMethod, __locationSettingChangedCb, this);
- __LOCATION_ERROR_LOG(ret);
-}
-
-void ctx::LocationLogger::__locationManagerUnsetSettingChangedCb()
-{
- int ret = location_manager_unset_setting_changed_cb(__locationMethod);
- __LOCATION_ERROR_LOG(ret);
-}
-
-bool ctx::LocationLogger::__locationManagerRequestSingleLocation()
-{
- int ret = location_manager_request_single_location(__locationManager,
- LOCATION_LOGGER_ACTIVE_REQUEST_TIMEOUT_SECONDS, __locationUpdatedCb, this);
- _D("%s (seconds=%d) ----- ATTEMPTS: REQ[%d/%d], ACT[%d/%d], ALL[%d/%d]; ----- LOCATIONS:[%d/%d]",
- ret == LOCATIONS_ERROR_NONE ? "SUCCESS" : "ERROR",
- LOCATION_LOGGER_ACTIVE_REQUEST_TIMEOUT_SECONDS,
- __activeRequestAttempts,
- LOCATION_LOGGER_MAX_ACTIVE_REQUEST_ATTEMPTS,
- __activeAttempts,
- LOCATION_LOGGER_MAX_ACTIVE_LOCATION_ATTEMPTS,
- __allAttempts,
- LOCATION_LOGGER_MAX_LOCATION_ATTEMPTS,
- __locationCount,
- LOCATION_LOGGER_MAX_LOCATION_COUNT);
- __LOCATION_ERROR_LOG(ret);
- __activeRequestAttempts++;
- __activeAttempts++;
- __allAttempts++;
- if (ret == LOCATIONS_ERROR_NONE) {
- __activeRequestTimerStart();
- return true;
- } else {
- return false;
- }
-}
-
-bool ctx::LocationLogger::__locationManagerGetLocation()
-{
- double altitude, latitude, longitude, climb, direction, speed, horizontal, vertical;
- location_accuracy_level_e level;
- time_t timestamp;
- int ret = location_manager_get_location(__locationManager, &altitude, &latitude, &longitude,
- &climb, &direction, &speed, &level, &horizontal, &vertical, ×tamp);
- _D("%s ----- ATTEMPTS: REQ[%d/%d], ACT[%d/%d], ALL[%d/%d]; ----- LOCATIONS:[%d/%d]",
- ret == LOCATIONS_ERROR_NONE ? "SUCCESS" : "ERROR",
- __activeRequestAttempts,
- LOCATION_LOGGER_MAX_ACTIVE_REQUEST_ATTEMPTS,
- __activeAttempts,
- LOCATION_LOGGER_MAX_ACTIVE_LOCATION_ATTEMPTS,
- __allAttempts,
- LOCATION_LOGGER_MAX_LOCATION_ATTEMPTS,
- __locationCount,
- LOCATION_LOGGER_MAX_LOCATION_COUNT);
- __LOCATION_ERROR_LOG(ret);
- __activeAttempts++;
- __allAttempts++;
- if (ret == LOCATIONS_ERROR_NONE) {
-#ifdef TIZEN_ENGINEER_MODE
- ctx::LocationEvent location(latitude, longitude, horizontal, timestamp, LOCATION_METHOD_GET_LOCATION);
-#else /* TIZEN_ENGINEER_MODE */
- ctx::LocationEvent location(latitude, longitude, horizontal, timestamp);
-#endif /* TIZEN_ENGINEER_MODE */
- __broadcast(location);
- __onActiveLocationSucceeded();
- return true;
- } else {
- return false;
- }
-}
-
-void ctx::LocationLogger::__locationManagerGetLastLocation()
-{
- double altitude, latitude, longitude, climb, direction, speed, horizontal, vertical;
- location_accuracy_level_e level;
- time_t timestamp;
- int ret = location_manager_get_last_location(__locationManager, &altitude, &latitude, &longitude,
- &climb, &direction, &speed, &level, &horizontal, &vertical, ×tamp);
- _D("%s ----- ATTEMPTS: REQ[%d/%d], ACT[%d/%d], ALL[%d/%d]; ----- LOCATIONS:[%d/%d]",
- ret == LOCATIONS_ERROR_NONE ? "SUCCESS" : "ERROR",
- __activeRequestAttempts,
- LOCATION_LOGGER_MAX_ACTIVE_REQUEST_ATTEMPTS,
- __activeAttempts,
- LOCATION_LOGGER_MAX_ACTIVE_LOCATION_ATTEMPTS,
- __allAttempts,
- LOCATION_LOGGER_MAX_LOCATION_ATTEMPTS,
- __locationCount,
- LOCATION_LOGGER_MAX_LOCATION_COUNT);
- __LOCATION_ERROR_LOG(ret);
- __allAttempts++;
- if (ret == LOCATIONS_ERROR_NONE) {
-#ifdef TIZEN_ENGINEER_MODE
- ctx::LocationEvent location(latitude, longitude, horizontal, timestamp, LOCATION_METHOD_GET_LAST_LOCATION);
-#else /* TIZEN_ENGINEER_MODE */
- ctx::LocationEvent location(latitude, longitude, horizontal, timestamp);
-#endif /* TIZEN_ENGINEER_MODE */
- __broadcast(location);
- }
-}
-
-bool ctx::LocationLogger::__locationManagerIsEnabledMethod(location_method_e method)
-{
- bool enable;
- int ret = location_manager_is_enabled_method(method, &enable);
- __LOCATION_ERROR_LOG(ret);
- return enable;
-}
-
-bool ctx::LocationLogger::__checkGeneralLimits()
-{
- return (__locationCount < LOCATION_LOGGER_MAX_LOCATION_COUNT
- && __allAttempts < LOCATION_LOGGER_MAX_LOCATION_ATTEMPTS);
-}
-
-bool ctx::LocationLogger::__checkActiveLimits()
-{
- return (!__activeLocationSucceeded
- && __activeAttempts < LOCATION_LOGGER_MAX_ACTIVE_LOCATION_ATTEMPTS);
-}
-
-bool ctx::LocationLogger::__checkActiveRequestLimits()
-{
- return (!__activeRequestSucceeded
- && __activeRequestAttempts < LOCATION_LOGGER_MAX_ACTIVE_REQUEST_ATTEMPTS);
-}
-
-void ctx::LocationLogger::__locationRequest()
-{
- _D("");
- bool requestSingleLocationRet = false;
- bool getLocationRet = false;
- if (__checkGeneralLimits() && __checkActiveLimits() && __checkActiveRequestLimits()) {
- requestSingleLocationRet = __locationManagerRequestSingleLocation();
- }
- if (__checkGeneralLimits() && __checkActiveLimits() && !requestSingleLocationRet) {
- getLocationRet = __locationManagerGetLocation();
- }
- if (__checkGeneralLimits() && !requestSingleLocationRet && !getLocationRet
- && __activeAttempts >= LOCATION_LOGGER_MAX_ACTIVE_LOCATION_ATTEMPTS) {
- __locationManagerGetLastLocation();
- }
- if (!requestSingleLocationRet) {
- __locationManagerStop();
- __setNextTimer();
- }
-}
-
-void ctx::LocationLogger::__setNextTimer()
-{
- _D("ATTEMPTS: REQ[%d/%d], ACT[%d/%d], ALL[%d/%d]; ----- LOCATIONS:[%d/%d])",
- __activeRequestAttempts,
- LOCATION_LOGGER_MAX_ACTIVE_REQUEST_ATTEMPTS,
- __activeAttempts,
- LOCATION_LOGGER_MAX_ACTIVE_LOCATION_ATTEMPTS,
- __allAttempts,
- LOCATION_LOGGER_MAX_LOCATION_ATTEMPTS,
- __locationCount,
- LOCATION_LOGGER_MAX_LOCATION_COUNT);
- if (__checkGeneralLimits()) {
- if (__checkActiveLimits()) {
- __activeIntervalTimerStart();
- } else {
- __passiveIntervalTimerStart();
- }
- }
-}
-
-void ctx::LocationLogger::__onActiveRequestSucceeded()
-{
- _D("");
- __locationManagerStop();
- __activeRequestSucceeded = true;
- __onActiveLocationSucceeded();
-}
-
-void ctx::LocationLogger::__onActiveLocationSucceeded()
-{
- _D("");
- __activeLocationSucceeded = true;
-}
-
-void ctx::LocationLogger::__broadcast(ctx::LocationEvent locationEvent)
-{
- _D("");
- __locationCount++;
- if (__listener)
- __listener->onNewLocation(locationEvent);
- if (LOCATION_LOGGER_DATABASE)
- __dbInsertLog(locationEvent);
-}
-
-bool ctx::LocationLogger::onTimerExpired(int id)
-{
- time_t now = time(nullptr);
- double seconds = difftime(now, __timerTimestamp);
-
- switch (__timerPurpose) {
- case LOCATION_LOGGER_WAITING_FOR_ACTIVE_REQUEST:
- _D("Active request FAILED, timerId = %d[%d], from start = %.1fs", id, __timerId, seconds);
- __locationManagerStop();
- __setNextTimer();
- return false;
- case LOCATION_LOGGER_WAITING_FOR_SERVICE_START:
- _D("Service start in timeout time FAILED, timerId = %d[%d], from start = %.1fs", id, __timerId, seconds);
- // Waiting for service start FAILURE is also some kind of active request attempt
- __activeRequestAttempts++;
- __activeAttempts++;
- __allAttempts++;
- __locationManagerStop();
- __setNextTimer();
- return false;
- case LOCATION_LOGGER_WAITING_FOR_LOCATION_METHOD_SETTING_ON:
- _D("Still waiting for Location method settings on, timerId = %d[%d], from start = %.1fs", id, __timerId, seconds);
- // Do nothing
- return false;
- case LOCATION_LOGGER_WAITING_FOR_ACTIVE_INTERVAL:
- _D("Active interval time expired, timerId = %d[%d], from start = %.1fs", id, __timerId, seconds);
- break;
- case LOCATION_LOGGER_WAITING_FOR_PASSIVE_INTERVAL:
- _D("Passive interval time expired, timerId = %d[%d], from start = %.1fs", id, __timerId, seconds);
- break;
- default:
- _D("Do nothing, timerId = %d[%d], from start = %.1fs", id, __timerId, seconds);
- return false;
- }
- if (__locationMethodState) {
- __locationManagerStart();
- } else {
- __timerPurpose = LOCATION_LOGGER_WAITING_FOR_LOCATION_METHOD_SETTING_ON;
- _D("LOCATION_LOGGER_WAITING_FOR_LOCATION_METHOD_SETTING_ON");
- }
- return false;
-}
-
-void ctx::LocationLogger::__activeRequestTimerStart()
-{
- int minutes = LOCATION_LOGGER_ACTIVE_REQUEST_TIMEOUT_SECONDS / 60;
- if (LOCATION_LOGGER_ACTIVE_REQUEST_TIMEOUT_SECONDS % 60)
- minutes++;
- __timerPurpose = LOCATION_LOGGER_WAITING_FOR_ACTIVE_REQUEST;
- _D("LOCATION_LOGGER_WAITING_FOR_ACTIVE_REQUEST (minutes=%d)", minutes);
- __timerStart(minutes);
-}
-
-void ctx::LocationLogger::__startServiceTimerStart()
-{
- __timerPurpose = LOCATION_LOGGER_WAITING_FOR_SERVICE_START;
- _D("LOCATION_LOGGER_WAITING_FOR_SERVICE_START");
- __timerStart(LOCATION_LOGGER_SERVICE_START_TIMEOUT_MINUTES);
-}
-
-void ctx::LocationLogger::__activeIntervalTimerStart()
-{
- __timerPurpose = LOCATION_LOGGER_WAITING_FOR_ACTIVE_INTERVAL;
- _D("LOCATION_LOGGER_WAITING_FOR_ACTIVE_INTERVAL");
- __timerStart(LOCATION_LOGGER_ACTIVE_INTERVAL_MINUTES);
-}
-
-void ctx::LocationLogger::__passiveIntervalTimerStart()
-{
- __timerPurpose = LOCATION_LOGGER_WAITING_FOR_PASSIVE_INTERVAL;
- _D("LOCATION_LOGGER_WAITING_FOR_PASSIVE_INTERVAL");
- __timerStart(LOCATION_LOGGER_PASSIVE_INTERVAL_MINUTES);
-}
-
-void ctx::LocationLogger::__timerStart(time_t minutes)
-{
- __timerTimestamp = time(nullptr);
- __timerId = __timerManager.setFor(minutes, this);
- _D("%s (minutes=%d) timerId = %d", __timerId >= 0 ? "SUCCESS" : "ERROR", minutes, __timerId);
-}
-
-void ctx::LocationLogger::__timerStop()
-{
- _D("");
- __timerManager.remove(__timerId);
-}
-
-void ctx::LocationLogger::__startLogging()
-{
- _D("");
- __activeRequestAttempts = 0;
- __activeAttempts = 0;
- __allAttempts = 0;
- __locationCount = 0;
- __activeRequestSucceeded = false;;
- __activeLocationSucceeded = false;
- __locationManagerStart();
-}
-
-void ctx::LocationLogger::__stopLogging()
-{
- _D("");
- __timerStop();
- __locationManagerStop();
-}
-
-void ctx::LocationLogger::onVisitStart()
-{
- _D("");
- __startLogging();
-}
-
-void ctx::LocationLogger::onVisitEnd()
-{
- _D("");
- __stopLogging();
-}
-
-#undef __LOCATION_ERROR_LOG
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_LOCATION_LOGGER_H_
-#define _CONTEXT_PLACE_RECOGNITION_LOCATION_LOGGER_H_
-
-#include <locations.h>
-#include <TimerManager.h>
-#include "visit_listener_iface.h"
-#include "location_listener_iface.h"
-
-/* Database usage flag */
-#define LOCATION_LOGGER_DATABASE false // TODO: false in final solution
-
-/* Locations measure method */
-#define LOCATION_LOGGER_METHOD LOCATIONS_METHOD_HYBRID
-
-/* TIMEOUTS: Location active measure request timeout (in seconds). */
-#define LOCATION_LOGGER_ACTIVE_REQUEST_TIMEOUT_SECONDS 100
-
-/* TIMEOUTS: Location service start timeout (in minutes). */
-#define LOCATION_LOGGER_SERVICE_START_TIMEOUT_MINUTES 2
-
-/* FREQUENCIES/INTERVALS: "Active" measure attempts frequency (in minutes) */
-#define LOCATION_LOGGER_ACTIVE_INTERVAL_MINUTES 5
-
-/* FREQUENCIES/INTERVALS: "Passive" measure attempts frequency (in minutes) */
-#define LOCATION_LOGGER_PASSIVE_INTERVAL_MINUTES 30
-
-/* ATTEMTS LIMITS: "Active" request attempts limit (must be <= than active location attempts) */
-#define LOCATION_LOGGER_MAX_ACTIVE_REQUEST_ATTEMPTS 0
-
-/* ATTEMTS LIMITS: "Active" measures attempts limit (must be <= than all attempts limit) */
-#define LOCATION_LOGGER_MAX_ACTIVE_LOCATION_ATTEMPTS 2
-
-/* ATTEMTS LIMITS: All attempts ("active" + "passive") limit */
-#define LOCATION_LOGGER_MAX_LOCATION_ATTEMPTS 3
-
-/* LOCATION LIMIT: Location count limit per visit */
-#define LOCATION_LOGGER_MAX_LOCATION_COUNT 3
-
-namespace ctx {
-
- enum TimerPurpose {
- LOCATION_LOGGER_WAITING_FOR_ACTIVE_REQUEST = 0,
- LOCATION_LOGGER_WAITING_FOR_SERVICE_START = 1,
- LOCATION_LOGGER_WAITING_FOR_LOCATION_METHOD_SETTING_ON = 2,
- LOCATION_LOGGER_WAITING_FOR_ACTIVE_INTERVAL = 3,
- LOCATION_LOGGER_WAITING_FOR_PASSIVE_INTERVAL = 4
- };
-
- class LocationLogger : public ITimerListener, public IVisitListener {
-
- public:
- LocationLogger(ILocationListener *listener = nullptr);
- ~LocationLogger();
-
- private:
- /* INPUT */
- void onVisitStart();
- void onVisitEnd();
-
- /* OUTPUT */
- ILocationListener * const __listener;
- void __broadcast(LocationEvent locationEvent);
-
- /* INTERNAL */
- void __startLogging();
- void __stopLogging();
- void __locationRequest();
- void __onActiveRequestSucceeded();
- void __onActiveLocationSucceeded();
-
- /* INTERNAL : COUNTERS (LIMITS) */
- int __activeRequestAttempts;
- int __activeAttempts;
- int __allAttempts;
- int __locationCount;
- bool __checkGeneralLimits();
- bool __checkActiveLimits();
- bool __checkActiveRequestLimits();
-
- /* INTERNAL : FLAGS */
- bool __activeRequestSucceeded;
- bool __activeLocationSucceeded;
-
- /* TIMER */
- int __timerId;
- time_t __timerTimestamp;
- TimerManager __timerManager;
- TimerPurpose __timerPurpose;
- void __setNextTimer();
- void __activeRequestTimerStart();
- void __startServiceTimerStart();
- void __activeIntervalTimerStart();
- void __passiveIntervalTimerStart();
- void __timerStart(time_t minutes);
- void __timerStop();
- bool onTimerExpired(int timerId);
-
- /* DATABASE */
- static int __dbCreateTable();
- int __dbInsertLog(LocationEvent locationEvent);
-
- /* DEBUG */
- static const char* __locationError2Str(int error);
- static void __log(location_accessibility_state_e state);
-
- /* LOCATION MANAGER */
- location_manager_h __locationManager;
- void __locationManagerCreate();
- void __locationManagerDestroy();
- void __locationManagerStart();
- void __locationManagerStop();
- location_accessibility_state_e __locationManagerGetAccessibilityState();
-
- /* LOCATION MANAGER : LOCATION SERVICE STATE */
- location_service_state_e __locationServiceState;
- static void __locationServiceStateChangedCb(location_service_state_e state, void *userData);
- void __locationManagerSetServiceStateChangedCb();
- void __locationManagerUnsetServiceStateChangedCb();
-
- /* LOCATION MANAGER : LOCATION METHOD SETTINGS */
- location_method_e __locationMethod;
- bool __locationMethodState;
- bool __locationManagerIsEnabledMethod(location_method_e method);
- static void __locationSettingChangedCb(location_method_e method, bool enable, void *userData);
- void __locationManagerSetSettingChangedCb();
- void __locationManagerUnsetSettingChangedCb();
-
- /* LOCATION MANAGER : LOCATION */
- double __locationManagerGetHorizontalAccuracy();
-
- /* LOCATION MANAGER : LOCATION : SYNCHRONOUS */
- bool __locationManagerGetLocation();
- void __locationManagerGetLastLocation();
-
- /* LOCATION MANAGER : LOCATION : ASYNCHRONOUS */
- static void __positionUpdatedCb(double latitude, double longitude,
- double altitude, time_t timestamp, void *userData);
- static void __locationUpdatedCb(location_error_e error, double latitude,
- double longitude, double altitude, time_t timestamp, double speed,
- double direction, double climb, void *userData);
- bool __locationManagerRequestSingleLocation();
-
- }; /* class LocationLogger */
-
-} /* namespace ctx */
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_LOCATION_LOGGER_H_ */
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 "mahal.h"
-#include <math.h>
-#include <Types.h>
-
-ctx::num_t ctx::MahalModel::__distance(const std::vector<num_t> &v1, const std::vector<num_t> &v2, const std::vector<num_t> &m)
-{
- size_t n = v1.size();
- if (m.size() != n * n) {
- _E("m.size() != n * n");
- return 0.0; // this value does not make any sense
- }
-
- std::vector<num_t> diff(n);
- for (size_t i = 0; i < n; i++) {
- diff[i] = v2[i] - v1[i];
- }
-
- num_t dist2 = 0; // squared distance
- for (size_t j = 0; j < n; j++) {
- for (size_t i = 0; i < n; i++) {
- dist2 += m[i * n + j] * diff[i] * diff[j];
- }
- }
- return sqrt(dist2);
-}
-
-ctx::num_t ctx::MahalModel::distance(const std::vector<ctx::num_t> &v)
-{
- return __distance(v, __mean, __sigma);
-}
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_MAHAL_H_
-#define _CONTEXT_PLACE_RECOGNITION_MAHAL_H_
-
-#include <vector>
-#include "user_places_types.h"
-
-namespace ctx {
-
- /*
- * Class for Mahalanobis distance computation.
- */
- class MahalModel {
-
- private:
- std::vector<num_t> __mean;
- std::vector<num_t> __sigma; // represents square matrix row-wise
- static num_t __distance(const std::vector<num_t> &v1, const std::vector<num_t> &v2, const std::vector<num_t> &m);
-
- public:
- MahalModel(std::vector<num_t> mean, std::vector<num_t> sigma) :
- __mean(mean),
- __sigma(sigma) { }
- num_t distance(const std::vector<num_t> &v);
-
- }; /* class MahalModel */
-
-} /* namespace ctx */
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_MAHAL_H_ */
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 <algorithm>
-#include <Types.h>
-#include "median.h"
-
-static bool compareFun(std::pair<double, int> &i, std::pair<double, int> &j) {
- return (i.first < j.first);
-}
-
-double ctx::median(std::vector<double> &values, int &elemIdx, int &evenCaseElemIdx)
-{
- if (values.empty()) {
- _E("Median of empty set");
- return -1;
- }
- std::vector<std::pair<double, int>> valuesTemp;
- for (size_t i = 0; i < values.size(); i++) {
- valuesTemp.push_back(std::pair<double, int>(values[i], i));
- }
- int n = valuesTemp.size() / 2;
- std::nth_element(valuesTemp.begin(), valuesTemp.begin() + n, valuesTemp.end(), compareFun);
- std::pair<double, int> valuesTempN = valuesTemp[n];
- elemIdx = valuesTempN.second;
- if (valuesTemp.size() % 2 == 1) { //odd size
- evenCaseElemIdx = -1;
- return valuesTempN.first;
- } else { // even size
- std::nth_element(valuesTemp.begin(), valuesTemp.begin() + n - 1, valuesTemp.end());
- evenCaseElemIdx = valuesTemp[n - 1].second;
- return 0.5 * (valuesTempN.first + valuesTemp[n - 1].first);
- }
-}
-
-ctx::Location ctx::medianLocation(std::vector<double> &latitudes, std::vector<double> &longitudes, std::vector<double> &accuracy)
-{
- ctx::Location location;
- if (latitudes.empty() || latitudes.size() != longitudes.size() || latitudes.size() != accuracy.size()) {
- _E("Incorrect input vectors size");
- return location;
- }
- int idx;
- int additionalIdx;
- location.latitude = median(latitudes, idx, additionalIdx);
- double latitudeAccuracy = accuracy[idx];
- if (additionalIdx >= 0) {
- latitudeAccuracy = 0.5 * (latitudeAccuracy + accuracy[additionalIdx]);
- }
- location.longitude = median(longitudes, idx, additionalIdx);
- double longitudeAccuracy = accuracy[idx];
- if (additionalIdx >= 0) {
- longitudeAccuracy = 0.5 * (longitudeAccuracy + accuracy[additionalIdx]);
- }
- location.accuracy = 0.5 * (latitudeAccuracy + longitudeAccuracy);
- return location;
-}
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_MEDIAN_
-#define _CONTEXT_PLACE_RECOGNITION_MEDIAN_
-
-#include "user_places_types.h"
-#include <vector>
-#include "../place_recognition_types.h"
-
-namespace ctx {
-
- double median(std::vector<double> &values, int &elemIdx, int &evenCaseElemIdx);
- ctx::Location medianLocation(std::vector<double> &latitudes, std::vector<double> &longitudes, std::vector<double> &accuracy);
-
-} /* namespace ctx */
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_MEDIAN_ */
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 "piecewise_lin.h"
-#include <Types.h>
-
-ctx::PiecewiseLin::PiecewiseLin(std::vector<num_t> xs, std::vector<num_t> vs) :
- __xs(xs),
- __vs(vs),
- __n(xs.size())
-{
- if (xs.size() != vs.size()) {
- _E("Input arguments have different sizes");
- return;
- }
-}
-
-ctx::num_t ctx::PiecewiseLin::value(num_t x)
-{
- if (x <= __xs[0]) {
- return __vs[0];
- } else if (x >= __xs[__n-1]) {
- return __vs[__n - 1];
- } else {
- num_t xp = __xs[0];
- for (size_t i = 1; i < __n; i++) {
- num_t xn = __xs[i];
- if (x <= xn) {
- num_t d = xn - xp;
- num_t dxp = x - xp;
- num_t dxn = xn - x;
- return (dxn * __vs[i-1] + dxp * __vs[i]) / d;
- }
- xp = xn;
- }
- }
- _E("Function should return result earlier");
- return 0.0; // this value does not make any sense
-}
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_PIECEWISE_LIN_
-#define _CONTEXT_PLACE_RECOGNITION_PIECEWISE_LIN_
-
-#include "user_places_types.h"
-
-namespace ctx {
-
- /*
- * Piecewise linear function. Used for approximation.
- */
- class PiecewiseLin {
-
- private:
- std::vector<num_t> __xs; // nodes
- std::vector<num_t> __vs; // values in nodes
- size_t __n;
-
- public:
- PiecewiseLin(std::vector<num_t> xs, std::vector<num_t> vs);
- num_t value(num_t x);
-
- }; /* PiecewiseLin */
-
-} /* namespace ctx */
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_PIECEWISE_LIN_ */
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 "place_categer.h"
-#include "median.h"
-#include "../place_recognition_types.h"
-#include "user_places_params.h"
-#include "user_places_types.h"
-#include <algorithm>
-#include <Types.h>
-
-void ctx::PlaceCateger::__reduceOutliers(ctx::Visits &visits)
-{
- int size = visits.size();
- visits.erase(std::remove_if(
- visits.begin(),
- visits.end(),
- [](Visit v)->bool {
- return v.categs[PLACE_CATEG_ID_HOME] < PLACES_CATEGER_MIN_VISITS_SCORE
- && v.categs[PLACE_CATEG_ID_WORK] < PLACES_CATEGER_MIN_VISITS_SCORE
- && v.categs[PLACE_CATEG_ID_OTHER] < PLACES_CATEGER_MIN_VISITS_SCORE;
- }),
- visits.end());
- int newSize = visits.size();
- if (size != newSize)
- _D("Visits number from %d to %d (visits min scores checking)", size, newSize);
-}
-
-/*
- * Change category if home or work has to few visits
- */
-bool ctx::PlaceCateger::__reduceCategory(const PlaceCategId &categId, const ctx::Visits &visits)
-{
- return (categId == PLACE_CATEG_ID_HOME && visits.size() < PLACES_CATEGER_MIN_VISITS_PER_HOME)
- || (categId == PLACE_CATEG_ID_WORK && visits.size() < PLACES_CATEGER_MIN_VISITS_PER_WORK);
-}
-
-void ctx::PlaceCateger::categorize(ctx::Visits &visits, ctx::Place &place)
-{
- __reduceOutliers(visits);
-
- place.categId = PLACE_CATEG_ID_NONE;
- place.categConfidence = 0.0;
-
- if (!visits.empty()) {
- const std::vector<PlaceCategId> categIds = {
- PLACE_CATEG_ID_HOME,
- PLACE_CATEG_ID_WORK,
- PLACE_CATEG_ID_OTHER
- };
- num_t sumScore = 0.0;
- num_t maxScore = 0.0;
- for (PlaceCategId categId : categIds) {
- std::vector<num_t> categVector = __categVectorFromVisits(visits, categId);
- int i, j;
- num_t score = median(categVector, i, j);
- sumScore += score;
- if (score > maxScore) {
- maxScore = score;
- place.categId = categId;
- }
- }
- if (sumScore > 0)
- place.categConfidence = maxScore / sumScore;
- if (__reduceCategory(place.categId, visits)) {
- place.categId = PLACE_CATEG_ID_OTHER;
- place.categConfidence = 0.0;
- }
- }
-
- place.name = __categId2Name(place.categId);
-}
-
-std::vector<ctx::num_t> ctx::PlaceCateger::__categVectorFromVisits(const ctx::Visits &visits, PlaceCategId categId)
-{
- std::vector<ctx::num_t> vec;
- for (auto &visit : visits) {
- auto search = visit.categs.find(categId);
- if (search != visit.categs.end())
- vec.push_back(search->second);
- }
- return vec;
-}
-
-std::string ctx::PlaceCateger::__categId2Name(PlaceCategId categId) {
- switch (categId) {
- case PLACE_CATEG_ID_HOME:
- return "home";
- case PLACE_CATEG_ID_WORK:
- return "work";
- case PLACE_CATEG_ID_OTHER:
- return "other";
- case PLACE_CATEG_ID_NONE:
- return "none";
- default:
- return "";
- }
-}
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_PLACE_CATEGER_
-#define _CONTEXT_PLACE_RECOGNITION_PLACE_CATEGER_
-
-#include "user_places_types.h"
-#include <utility>
-#include <vector>
-#include <string>
-#include <MyPlaceTypes.h>
-#include "../place_recognition_types.h"
-
-namespace ctx {
-
- class PlaceCateger {
-
- private:
- static bool __reduceCategory(const PlaceCategId &categId, const ctx::Visits &visits);
- static void __reduceOutliers(Visits &visits);
- static std::vector<ctx::num_t> __categVectorFromVisits(const ctx::Visits &visits, PlaceCategId categId);
- static std::string __categId2Name(PlaceCategId categId);
-
- public:
- static void categorize(ctx::Visits &visits, ctx::Place &place);
-
- }; /* class PlaceCateger */
-
-} /* namespace ctx */
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_PLACE_CATEGER_ */
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 <sstream>
-#include <Types.h>
-#include <Json.h>
-#include "similarity.h"
-#include "places_detector.h"
-#include "place_categer.h"
-#include "graph.h"
-#include "median.h"
-#ifdef TIZEN_ENGINEER_MODE
-#include "gmap.h"
-#endif /* TIZEN_ENGINEER_MODE */
-#include "../place_recognition_types.h"
-#include <fstream>
-#include <algorithm>
-#include "user_places_params.h"
-#include "debug_utils.h"
-
-#define __DELETE_PLACES_QUERY "DELETE FROM " PLACE_TABLE
-
-#ifdef TIZEN_ENGINEER_MODE
-#define __USER_PLACES_FILE "/tmp/user_places.txt" // TODO: Only for debug purposes -> Remove in final solution
-#endif /* TIZEN_ENGINEER_MODE */
-
-#define __GET_VISITS_QUERY "SELECT "\
- VISIT_COLUMN_END_TIME ", "\
- VISIT_COLUMN_START_TIME ", "\
- VISIT_COLUMN_WIFI_APS ", "\
- VISIT_COLUMN_LOCATION_VALID ", "\
- VISIT_COLUMN_LOCATION_LATITUDE ", "\
- VISIT_COLUMN_LOCATION_LONGITUDE ", "\
- VISIT_COLUMN_LOCATION_ACCURACY ", "\
- VISIT_COLUMN_CATEG_HOME ", "\
- VISIT_COLUMN_CATEG_WORK ", "\
- VISIT_COLUMN_CATEG_OTHER \
- " FROM " VISIT_TABLE
-
-#define __GET_PLACES_QUERY "SELECT "\
- PLACE_COLUMN_CATEG_ID ", "\
- PLACE_COLUMN_CATEG_CONFIDENCE ", "\
- PLACE_COLUMN_NAME ", "\
- PLACE_COLUMN_LOCATION_VALID ", "\
- PLACE_COLUMN_LOCATION_LATITUDE ", "\
- PLACE_COLUMN_LOCATION_LONGITUDE ", "\
- PLACE_COLUMN_LOCATION_ACCURACY ", "\
- PLACE_COLUMN_WIFI_APS ", "\
- PLACE_COLUMN_CREATE_DATE \
- " FROM " PLACE_TABLE
-
-#define __GET_WIFI_APS_MAP_QUERY "SELECT "\
- WIFI_APS_MAP_COLUMN_MAC ", "\
- WIFI_APS_MAP_COLUMN_NETWORK_NAME \
- " FROM " WIFI_APS_MAP_TABLE
-
-#define __PLACE_TABLE_COLUMNS \
- PLACE_COLUMN_CATEG_ID " INTEGER, "\
- PLACE_COLUMN_CATEG_CONFIDENCE " REAL, "\
- PLACE_COLUMN_NAME " TEXT, "\
- PLACE_COLUMN_LOCATION_VALID " INTEGER, "\
- PLACE_COLUMN_LOCATION_LATITUDE " REAL, "\
- PLACE_COLUMN_LOCATION_LONGITUDE " REAL, "\
- PLACE_COLUMN_LOCATION_ACCURACY " REAL, "\
- PLACE_COLUMN_WIFI_APS " STRING, "\
- PLACE_COLUMN_CREATE_DATE " timestamp"
-
-bool ctx::PlacesDetector::onTimerExpired(int timerId)
-{
- _D("");
- __dbDeletePlaces();
- __dbDeleteOldEntries();
- std::vector<Json> records = __dbGetVisits();
- Visits visits = __visitsFromJsons(records);
- __dbGetWifiAPsMap();
- __processVisits(visits);
- __wifiAPsMap.clear();
- return true;
-}
-
-std::vector<ctx::Json> ctx::PlacesDetector::__dbGetVisits()
-{
- std::vector<Json> records;
- bool ret = __dbManager->executeSync(__GET_VISITS_QUERY, &records);
- _D("load visits execute query result: %s", ret ? "SUCCESS" : "FAIL");
- return records;
-}
-
-std::vector<ctx::Json> ctx::PlacesDetector::__dbGetPlaces()
-{
- std::vector<Json> records;
- bool ret = __dbManager->executeSync(__GET_PLACES_QUERY, &records);
- _D("load places execute query result: %s", ret ? "SUCCESS" : "FAIL");
- return records;
-}
-
-void ctx::PlacesDetector::__dbGetWifiAPsMap()
-{
- std::vector<Json> records;
- bool ret = __dbManager->executeSync(__GET_WIFI_APS_MAP_QUERY, &records);
- _D("load Wifi APs map (size = %d), result: %s", records.size(), ret ? "SUCCESS" : "FAIL");
- std::string mac = "";
- std::string networkName = "";
- for (Json record : records) {
- record.get(NULL, WIFI_APS_MAP_COLUMN_MAC, &mac);
- record.get(NULL, WIFI_APS_MAP_COLUMN_NETWORK_NAME, &networkName);
- __wifiAPsMap.insert(std::pair<std::string, std::string>(mac, networkName));
- }
-}
-
-double ctx::PlacesDetector::__doubleValueFromJson(Json &row, const char* key)
-{
- double value;
- row.get(NULL, key, &value);
- _D("__doubleValueFromJson, key:%s, value: %lf", key, value);
- return value;
-}
-
-ctx::Categs ctx::PlacesDetector::__visitCategsFromJson(Json &row)
-{
- Categs categs;
- categs[PLACE_CATEG_ID_HOME] = __doubleValueFromJson(row, VISIT_COLUMN_CATEG_HOME);
- categs[PLACE_CATEG_ID_WORK] = __doubleValueFromJson(row, VISIT_COLUMN_CATEG_WORK);
- categs[PLACE_CATEG_ID_OTHER] = __doubleValueFromJson(row, VISIT_COLUMN_CATEG_OTHER);
- return categs;
-}
-
-void ctx::PlacesDetector::__visitLocationFromJson(Json &row, ctx::Visit &visit)
-{
- int locationValidInt;
- row.get(NULL, VISIT_COLUMN_LOCATION_VALID, &locationValidInt);
- visit.locationValid = (bool) locationValidInt;
- row.get(NULL, VISIT_COLUMN_LOCATION_LATITUDE, &(visit.location.latitude));
- row.get(NULL, VISIT_COLUMN_LOCATION_LONGITUDE, &(visit.location.longitude));
- row.get(NULL, VISIT_COLUMN_LOCATION_ACCURACY, &(visit.location.accuracy));
-}
-
-ctx::Visit ctx::PlacesDetector::__visitFromJson(Json &row)
-{
- int startTime;
- int endTime;
- std::string str;
- row.get(NULL, VISIT_COLUMN_START_TIME, &startTime);
- row.get(NULL, VISIT_COLUMN_END_TIME, &endTime);
- row.get(NULL, VISIT_COLUMN_WIFI_APS, &str);
-
- std::stringstream ss;
- ss << str;
- std::shared_ptr<MacSet> macSet = std::make_shared<MacSet>();
- ss >> *macSet;
-
- Interval interval(startTime, endTime);
- Categs categs = __visitCategsFromJson(row);
-
- Visit visit(interval, macSet, categs);
-
- __visitLocationFromJson(row, visit);
-
- return visit;
-}
-
-ctx::Visits ctx::PlacesDetector::__visitsFromJsons(std::vector<Json>& records)
-{
- Visits visits;
- _D("db_result: number of all visits: %d", records.size());
-
- for (Json &row : records) {
- Visit visit = __visitFromJson(row);
- visits.push_back(visit);
- }
- _D("number of all visits in vector: %d", visits.size());
- return visits;
-}
-
-std::shared_ptr<ctx::Place> ctx::PlacesDetector::__placeFromJson(Json &row)
-{
- std::shared_ptr<Place> place = std::make_shared<Place>();
- __placeCategoryFromJson(row, *place);
- row.get(NULL, PLACE_COLUMN_NAME, &(place->name));
- __placeLocationFromJson(row, *place);
- __placeWifiAPsFromJson(row, *place);
- __placeCreateDateFromJson(row, *place);
- _D("db_result: categId: %d; place: name: %s; locationValid: %d; latitude: %lf, longitude: %lf, createDate: %d", place->categId, place->name.c_str(), place->locationValid, place->location.latitude, place->location.longitude, place->createDate);
- return place;
-}
-
-void ctx::PlacesDetector::__placeCategoryFromJson(Json &row, ctx::Place &place)
-{
- int categId;
- row.get(NULL, PLACE_COLUMN_CATEG_ID, &categId);
- // This is due to the fact the JSON module API interface doesn't handle enum
- place.categId = static_cast<PlaceCategId>(categId);
-}
-
-void ctx::PlacesDetector::__placeLocationFromJson(Json &row, ctx::Place &place)
-{
- int locationValidInt;
- row.get(NULL, PLACE_COLUMN_LOCATION_VALID, &locationValidInt);
- place.locationValid = (bool) locationValidInt;
- row.get(NULL, PLACE_COLUMN_LOCATION_LATITUDE, &(place.location.latitude));
- row.get(NULL, PLACE_COLUMN_LOCATION_LONGITUDE, &(place.location.longitude));
- row.get(NULL, PLACE_COLUMN_LOCATION_ACCURACY, &(place.location.accuracy));
-}
-
-void ctx::PlacesDetector::__placeWifiAPsFromJson(Json &row, ctx::Place &place)
-{
- std::string wifiAps;
- row.get(NULL, PLACE_COLUMN_WIFI_APS, &wifiAps);
- std::stringstream ss;
- ss << wifiAps;
- std::shared_ptr<MacSet> macSet = std::make_shared<MacSet>();
- ss >> *macSet;
- for (ctx::Mac mac : *macSet) {
- place.wifiAps.insert(std::pair<std::string, std::string>(mac, __wifiAPsMap[mac]));
- }
-}
-
-void ctx::PlacesDetector::__placeCreateDateFromJson(Json &row, ctx::Place &place)
-{
- int createDate;
- row.get(NULL, PLACE_COLUMN_CREATE_DATE, &(createDate));
- // This is due to the fact the JSON module API interface doesn't handle time_t
- place.createDate = static_cast<time_t>(createDate);
-}
-
-std::vector<std::shared_ptr<ctx::Place>> ctx::PlacesDetector::__placesFromJsons(std::vector<Json>& records)
-{
- std::vector<std::shared_ptr<Place>> places;
- _D("db_result: number of all places: %d", records.size());
-
- for (Json &row : records) {
- std::shared_ptr<Place> place = __placeFromJson(row);
- places.push_back(place);
- }
- _D("number of all places in vector: %d", places.size());
- return places;
-}
-
-void ctx::PlacesDetector::__reduceOutliers(ctx::Visits &visits)
-{
- int size = visits.size();
- visits.erase(std::remove_if(
- visits.begin(),
- visits.end(),
- [](Visit v)->bool {
- int minutes = (v.interval.end - v.interval.start) / 60;
- return (minutes < PLACES_DETECTOR_MIN_VISIT_DURATION_MINUTES)
- || (minutes > PLACES_DETECTOR_MAX_VISIT_DURATION_MINUTES);
- }),
- visits.end());
- int newSize = visits.size();
- if (size != newSize)
- _D("Visits number from %d to %d (to short and to long reduction)", size, newSize);
-}
-
-void ctx::PlacesDetector::__processVisits(ctx::Visits &visits)
-{
- __reduceOutliers(visits);
-
- _D("__testMode = %d", __testMode);
- auto components = __mergeVisits(visits);
- std::vector<std::shared_ptr<Place>> newDetectedPlaces;
-#ifdef TIZEN_ENGINEER_MODE
- std::vector<Visits> placesVisits; // TODO: remove from final solution.
-#endif /* TIZEN_ENGINEER_MODE */
- for (std::shared_ptr<graph::Component> component : *components) {
- // Small places outliers reduction
- if (!__testMode && component->size() < PLACES_DETECTOR_MIN_VISITS_PER_BIG_PLACE)
- continue;
- std::shared_ptr<Visits> merged = std::make_shared<Visits>();
- for (graph::Node i : *component) {
- merged->push_back(visits[i]);
- }
- std::shared_ptr<Place> place = __placeFromMergedVisits(*merged);
- if (place->categId == PLACE_CATEG_ID_NONE)
- continue;
- newDetectedPlaces.push_back(place);
- if (!__testMode)
- __dbInsertPlace(*place);
-
-#ifdef TIZEN_ENGINEER_MODE
- { // TODO: Only for debug -> remove in final solution
- Visits placeVisits;
- for (graph::Node i : *component) {
- placeVisits.push_back(visits[i]);
- }
- placesVisits.push_back(placeVisits);
- }
-#endif /* TIZEN_ENGINEER_MODE */
- }
-
- __detectedPlacesUpdate(newDetectedPlaces);
-
-#ifdef TIZEN_ENGINEER_MODE
- { // Print to file TODO: Only for debug -> remove in final solution
- std::ofstream out(__USER_PLACES_FILE);
- for (size_t i = 0; i < newDetectedPlaces.size(); i++) {
- DebugUtils::printPlace2Stream(*newDetectedPlaces[i], out);
- Visits placeVisits = placesVisits[i];
- for (Visit visit : placeVisits) {
- visit.printShort2Stream(out);
- }
- }
- out.close();
- Gmap::writeMap(newDetectedPlaces);
- }
-#endif /* TIZEN_ENGINEER_MODE */
-}
-
-/*
- * Replace old places by new ones.
- */
-void ctx::PlacesDetector::__detectedPlacesUpdate(std::vector<std::shared_ptr<Place>> &newPlaces)
-{
- _D("");
- // XXX: In case of thread safety issues use std::mutex to protect places list.
- __detectedPlaces = newPlaces;
-}
-
-void ctx::PlacesDetector::__mergeLocation(const Visits &visits, Place &place)
-{
- std::vector<double> latitudes;
- std::vector<double> longitudes;
- std::vector<double> accuracy;
- place.locationValid = false;
- for (const Visit& visit : visits) {
- if (visit.locationValid) {
- latitudes.push_back(visit.location.latitude);
- longitudes.push_back(visit.location.longitude);
- accuracy.push_back(visit.location.accuracy);
- place.locationValid = true;
- }
- }
- if (place.locationValid) {
- place.location = medianLocation(latitudes, longitudes, accuracy);
- _D("place location set: lat=%.8f, lon=%.8f, acc=%.8f",
- place.location.latitude,
- place.location.longitude,
- place.location.accuracy);
- } else {
- _D("place location not set");
- }
-}
-
-std::shared_ptr<ctx::Place> ctx::PlacesDetector::__placeFromMergedVisits(Visits &mergedVisits)
-{
- std::shared_ptr<Place> place = std::make_shared<Place>();
- place->createDate = std::time(nullptr);
- std::vector<std::shared_ptr<MacSet>> macSets;
- for (const Visit &visit : mergedVisits) {
- macSets.push_back(visit.macSet);
- }
- std::shared_ptr<MacSet> allMacs = macSetsUnion(macSets);
- for (ctx::Mac mac : *allMacs) {
- place->wifiAps.insert(std::pair<std::string, std::string>(mac, __wifiAPsMap[mac]));
- }
- __mergeLocation(mergedVisits, *place);
-
- PlaceCateger::categorize(mergedVisits, *place);
-
- return place;
-}
-
-void ctx::PlacesDetector::__reduceOutliers(std::shared_ptr<ctx::graph::Components> &cc)
-{
- int size = cc->size();
- cc->erase(std::remove_if(cc->begin(),
- cc->end(),
- [](std::shared_ptr<graph::Component> &c)->bool {
- return c->size() < PLACES_DETECTOR_MIN_VISITS_PER_PLACE;
- }),
- cc->end());
- int newSize = cc->size();
- if (size != newSize)
- _D("Connected components from %d to %d (min visit per place)", size, newSize);
-}
-
-std::shared_ptr<ctx::graph::Components> ctx::PlacesDetector::__mergeVisits(const std::vector<Visit> &visits)
-{
- auto graph = __graphFromVisits(visits);
- auto cc = graph::connectedComponents(*graph);
- __reduceOutliers(cc);
- return cc;
-}
-
-std::shared_ptr<ctx::graph::Graph> ctx::PlacesDetector::__graphFromVisits(const std::vector<Visit> &visits)
-{
- std::shared_ptr<graph::Graph> graph = std::make_shared<graph::Graph>();
- graph->resize(visits.size());
- for (size_t i = 0; i < visits.size(); i++) {
- (*graph)[i] = std::make_shared<graph::NeighbourNodes>();
- for (size_t j = 0; j < i; j++) {
- if (similarity::isJoint(*visits[i].macSet, *visits[j].macSet)) {
- (*graph)[i]->insert(j);
- (*graph)[j]->insert(i);
- }
- }
- }
- return graph;
-}
-
-void ctx::PlacesDetector::__dbDeletePlaces()
-{
- std::vector<Json> records;
- bool ret = __dbManager->executeSync(__DELETE_PLACES_QUERY, &records);
- _D("delete places execute query result: %s", ret ? "SUCCESS" : "FAIL");
-}
-
-void ctx::PlacesDetector::__dbDeleteOldEntries()
-{
- time_t currentTime;
- time(¤tTime);
- time_t thresholdTime = currentTime - PLACES_DETECTOR_RETENTION_SECONDS;
- __dbDeleteOlderVisitsThan(thresholdTime);
- __dbDeleteOlderWifiAPsThan(thresholdTime);
-}
-
-void ctx::PlacesDetector::__dbDeleteOlderVisitsThan(time_t threshold)
-{
- std::stringstream query;
- query << "DELETE FROM " << VISIT_TABLE;
- query << " WHERE " << VISIT_COLUMN_END_TIME << " < " << threshold;
- // query << " AND 0"; // XXX: Always false condition. Uncomment it for not deleting any visit during development.
- std::vector<Json> records;
- bool ret = __dbManager->executeSync(query.str().c_str(), &records);
- _D("deleting visits older than: %d, result: %s", threshold, ret ? "SUCCESS" : "FAIL");
-}
-
-void ctx::PlacesDetector::__dbDeleteOlderWifiAPsThan(time_t threshold)
-{
- std::stringstream query;
- query << "DELETE FROM " << WIFI_APS_MAP_TABLE;
- query << " WHERE " << WIFI_APS_MAP_COLUMN_INSERT_TIME << " < " << threshold;
- std::vector<Json> records;
- bool ret = __dbManager->executeSync(query.str().c_str(), &records);
- _D("deleting Wifi APs older than: %d, result: %s", threshold, ret ? "SUCCESS" : "FAIL");
-}
-
-ctx::PlacesDetector::PlacesDetector(bool testMode):
- __testMode(testMode),
- __dbManager(testMode ? nullptr : new DatabaseManager())
-{
- if (testMode)
- return;
- __dbCreateTable();
- std::vector<Json> records = __dbGetPlaces();
- __dbGetWifiAPsMap();
- std::vector<std::shared_ptr<Place>> dbPlaces = __placesFromJsons(records);
- __wifiAPsMap.clear();
- __detectedPlacesUpdate(dbPlaces);
-}
-
-void ctx::PlacesDetector::__dbCreateTable()
-{
- bool ret = __dbManager->createTable(0, PLACE_TABLE, __PLACE_TABLE_COLUMNS);
- _D("db: place Table Creation Result: %s", ret ? "SUCCESS" : "FAIL");
-}
-
-void ctx::PlacesDetector::__dbInsertPlace(const Place &place)
-{
- Json data;
- data.set(NULL, PLACE_COLUMN_CATEG_ID, place.categId);
- data.set(NULL, PLACE_COLUMN_CATEG_CONFIDENCE, place.categConfidence);
- data.set(NULL, PLACE_COLUMN_NAME, place.name);
-
- data.set(NULL, PLACE_COLUMN_LOCATION_VALID, place.locationValid);
- data.set(NULL, PLACE_COLUMN_LOCATION_LATITUDE, place.location.latitude);
- data.set(NULL, PLACE_COLUMN_LOCATION_LONGITUDE, place.location.longitude);
- data.set(NULL, PLACE_COLUMN_LOCATION_ACCURACY, place.location.accuracy);
- std::string wifiAps;
- for (std::pair<std::string, std::string> ap : place.wifiAps) {
- wifiAps.append(ap.first);
- wifiAps.append(",");
- }
- wifiAps = wifiAps.substr(0, wifiAps.size()-1);
- data.set(NULL, PLACE_COLUMN_WIFI_APS, wifiAps);
- data.set(NULL, PLACE_COLUMN_CREATE_DATE, static_cast<int>(place.createDate));
-
- int64_t rowId;
- bool ret = __dbManager->insertSync(PLACE_TABLE, data, &rowId);
- _D("insert place execute query result: %s", ret ? "SUCCESS" : "FAIL");
-}
-
-std::vector<std::shared_ptr<ctx::Place>> ctx::PlacesDetector::getPlaces()
-{
- // XXX: In case of thread safety issues use std::mutex to protect places list.
- return __detectedPlaces;
-}
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_PLACES_DETECTOR_
-#define _CONTEXT_PLACE_RECOGNITION_PLACES_DETECTOR_
-
-#include <vector>
-#include <cstdint>
-#include <ITimerListener.h>
-#include <DatabaseManager.h>
-#include "visit_detector.h"
-#include "user_places_types.h"
-#include <MyPlaceTypes.h>
-
-namespace ctx {
-
- class PlacesDetector : public ITimerListener {
-
- private:
- bool __testMode;
- DatabaseManager *__dbManager;
-
- double __doubleValueFromJson(Json &row, const char* key);
- Categs __visitCategsFromJson(Json &row);
- void __visitLocationFromJson(Json &row, ctx::Visit &visit);
- Visit __visitFromJson(Json &row);
- Visits __visitsFromJsons(std::vector<Json>& records);
- std::shared_ptr<ctx::Place> __placeFromJson(Json &row);
- void __placeCategoryFromJson(Json &row, ctx::Place &place);
- void __placeLocationFromJson(Json &row, ctx::Place &place);
- void __placeWifiAPsFromJson(Json &row, ctx::Place &place);
- void __placeCreateDateFromJson(Json &row, ctx::Place &place);
- std::vector<std::shared_ptr<Place>> __placesFromJsons(std::vector<Json>& records);
-
- std::shared_ptr<graph::Graph> __graphFromVisits(const std::vector<Visit> &visits);
-
- void __dbCreateTable();
- void __dbDeletePlaces();
- void __dbDeleteOldEntries();
- void __dbDeleteOlderVisitsThan(time_t threshold);
- void __dbDeleteOlderWifiAPsThan(time_t threshold);
- std::vector<Json> __dbGetVisits();
- std::vector<Json> __dbGetPlaces();
- void __dbGetWifiAPsMap();
- void __dbInsertPlace(const Place &place);
-
- std::shared_ptr<Place> __placeFromMergedVisits(Visits &mergedVisits);
- std::map<std::string, std::string> __wifiAPsMap;
- std::vector<std::shared_ptr<Place>> __detectedPlaces;
- void __detectedPlacesUpdate(std::vector<std::shared_ptr<Place>> &newPlaces);
- void __processVisits(Visits &visits);
- static void __mergeLocation(const Visits &mergedVisits, Place &place);
- std::shared_ptr<graph::Components> __mergeVisits(const std::vector<Visit> &visits);
- static void __reduceOutliers(Visits &visits);
- static void __reduceOutliers(std::shared_ptr<graph::Components> &cc);
-
- bool onTimerExpired(int timerId);
-
- public:
- PlacesDetector(bool testMode = false);
- std::vector<std::shared_ptr<Place>> getPlaces();
-
- }; /* class PlacesDetector */
-
-} /* namespace ctx */
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_PLACES_DETECTOR_ */
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_FEATURES_MODEL_H_
-#define _CONTEXT_PLACE_RECOGNITION_FEATURES_MODEL_H_
-
-namespace ctx {
-
-namespace prob_features {
-
- /*
- * Probabilities for whole week <monday ÷ sunday> with minutes resolution
- * from beginning of the week (sunday -> monday midnight) <0, 10080).
- * Key is PlaceCategId:
- * PLACE_CATEG_ID_HOME
- * PLACE_CATEG_ID_WORK
- * PLACE_CATEG_ID_OTHER
- */
- std::map<PlaceCategId, std::vector<num_t>> weekModel {
- { PLACE_CATEG_ID_HOME,
- {
- 0.9824561403508770,
- 0.9824561403508770,
- 0.9824561403508770,
- 0.9824561403508770,
- 0.9827586206896550,
- 0.9827586206896550,
- 0.9827586206896550,
- 0.9827586206896550,
- 0.9827586206896550,
- 0.9833333333333330,
- 0.9833333333333330,
- 0.9833333333333330,
- 0.9833333333333330,
- 0.9833333333333330,
- 0.9833333333333330,
- 0.9833333333333330,
- 0.9830508474576270,
- 0.9830508474576270,
- 0.9830508474576270,
- 0.9830508474576270,
- 0.9830508474576270,
- 0.9830508474576270,
- 0.9830508474576270,
- 0.9830508474576270,
- 0.9830508474576270,
- 0.9830508474576270,
- 0.9830508474576270,
- 0.9830508474576270,
- 0.9830508474576270,
- 0.9830508474576270,
- 0.9830508474576270,
- 0.9830508474576270,
- 0.9830508474576270,
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- 0.0980392156862745,
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- 0.0961538461538462,
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- 0.0740740740740741,
- 0.0727272727272727,
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- 0.0727272727272727,
- 0.0714285714285714,
- 0.0545454545454545,
- 0.0545454545454545,
- 0.0535714285714286,
- 0.0535714285714286,
- 0.0363636363636364,
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- 0.0357142857142857,
- 0.0357142857142857,
- 0.0357142857142857,
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- 0.0350877192982456,
- 0.0350877192982456,
- 0.0350877192982456,
- 0.0350877192982456,
- 0.0350877192982456,
- 0.0350877192982456,
- 0.0350877192982456,
- 0.0344827586206897,
- 0.0344827586206897,
- 0.0344827586206897,
- 0.0344827586206897,
- 0.0175438596491228,
- 0.0175438596491228,
- 0.0175438596491228
- }
- }
- };
-
-} /* namespace prob_features */
-
-} /* namespace ctx */
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_FEATURES_MODEL_H_ */
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_SIMILAR_H_
-#define _CONTEXT_PLACE_RECOGNITION_SIMILAR_H_
-
-#include "user_places_types.h"
-
-namespace ctx {
-
-namespace similarity {
-
- template <class T> ctx::share_t overlap1stOver2nd(const T &s1, const T &s2)
- {
- if (s2.empty())
- return 0;
- int count = 0;
- for (auto e : s2) {
- if (s1.find(e) != s1.end())
- count++;
- }
- return (ctx::share_t) count / s2.size();
- }
-
- template <class T> ctx::share_t overlapBiggerOverSmaller(const T &s1, const T &s2)
- {
- if (s1.size() > s2.size()) {
- return similarity::overlap1stOver2nd(s1, s2);
- } else {
- return similarity::overlap1stOver2nd(s2, s1);
- }
- }
-
- template <class T> bool isJoint(const T &s1, const T &s2)
- {
- for (auto e : s2) {
- if (s1.find(e) != s1.end())
- return true;
- }
- return false;
- }
-
-} /* namespace similarity */
-
-} /* namespace ctx */
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_SIMILAR_H_ */
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 <ctime>
-#include <memory>
-#include <Types.h>
-#include "user_places.h"
-#include "places_detector.h"
-#include <MyPlaceTypes.h>
-
-ctx::UserPlaces::UserPlaces(PlaceRecogMode energyMode):
- __visitDetector(nullptr),
- __placesDetector(nullptr),
- __placesDetectorTimerId(-1)
-{
- time_t now = std::time(nullptr);
- __visitDetector = new(std::nothrow) VisitDetector(now, energyMode);
- if (__visitDetector == nullptr) {
- _E("Cannot initialize __visitDetector");
- return;
- }
-
- __placesDetector = new(std::nothrow) PlacesDetector();
- if (__placesDetector == nullptr) {
- _E("Cannot initialize __placesDetector");
- return;
- }
-
- __placesDetectorTimerId = __timerManager.setAt( // execute once every night
- PLACES_DETECTOR_TASK_START_HOUR,
- PLACES_DETECTOR_TASK_START_MINUTE,
- DayOfWeek::EVERYDAY,
- __placesDetector);
- if (__placesDetectorTimerId < 0) {
- _E("PlacesDetector timer set FAIL");
- return;
- } else {
- _D("PlacesDetector timer set SUCCESS");
- }
-}
-
-ctx::UserPlaces::~UserPlaces()
-{
- if (__placesDetectorTimerId >= 0) {
- __timerManager.remove(__placesDetectorTimerId);
- _D("PlacesDetector timer removed");
- }
-
- if (__visitDetector)
- delete __visitDetector;
- if (__placesDetector)
- delete __placesDetector;
-};
-
-std::vector<std::shared_ptr<ctx::Place>> ctx::UserPlaces::__getPlaces()
-{
- if (__placesDetector) {
- return __placesDetector->getPlaces();
- } else {
- return std::vector<std::shared_ptr<ctx::Place>>();
- }
-}
-
-ctx::Json ctx::UserPlaces::getPlaces()
-{
- std::vector<std::shared_ptr<ctx::Place>> places = __getPlaces();
- Json dataRead = UserPlaces::__composeJson(places);
- return dataRead;
-}
-
-/*
- * Example JSON output:
- * ------------------------------------------------
- * {
- * "PlacesList": [
- * {
- * "TypeId": 2,
- * "Name": "Work",
- * "GeoLatitude": 10.94433,
- * "GeoLongitude": 50.85504,
- * "WifiAPs": "00:1f:f3:5b:2b:1f,15:34:56:78:9a:ba,13:34:56:78:9a:ba",
- * "CreateDate": 12132567
- * },
- * {
- * "TypeId": 1,
- * "Name": "Home",
- * "GeoLatitude": 10.96233,
- * "GeoLongitude": 50.84304,
- * "WifiAPs": "aa:bb:cc:dd:ee:ff,10:34:56:78:9a:bc",
- * "CreateDate": 12132889
- * },
- * {
- * "TypeId": 3,
- * "Name": "Other",
- * "GeoLatitude": 10.96553,
- * "GeoLongitude": 50.80404,
- * "WifiAPs": "12:34:56:78:9a:ba",
- * "CreateDate": 12132346
- * }
- * ]
- * }
- */
-ctx::Json ctx::UserPlaces::__composeJson(std::vector<std::shared_ptr<Place>> places)
-{
- ctx::Json data;
- for (std::shared_ptr<ctx::Place> place : places) {
- ctx::Json placeJson;
- placeJson.set(NULL, PLACE_CATEG_ID, static_cast<int>(place->categId));
- placeJson.set(NULL, PLACE_CATEG_CONFIDENCE, static_cast<double>(place->categConfidence));
- placeJson.set(NULL, PLACE_NAME, place->name);
- if (place->locationValid) {
- ctx::Json locationJson;
- locationJson.set(NULL, PLACE_LOCATION_LATITUDE, static_cast<double>(place->location.latitude));
- locationJson.set(NULL, PLACE_LOCATION_LONGITUDE, static_cast<double>(place->location.longitude));
- locationJson.set(NULL, PLACE_LOCATION_ACCURACY, static_cast<double>(place->location.accuracy));
- placeJson.set(NULL, PLACE_LOCATION, locationJson);
- }
- if (place->wifiAps.size()) {
- ctx::Json wifiApsListJson;
- for (std::pair<std::string, std::string> ap : place->wifiAps) {
- ctx::Json wifiApJson;
- wifiApJson.set(NULL, PLACE_WIFI_AP_MAC, ap.first);
- wifiApJson.set(NULL, PLACE_WIFI_AP_NETWORK_NAME, ap.second);
- wifiApsListJson.append(NULL, PLACE_WIFI_APS, wifiApJson);
- }
- placeJson.set(NULL, PLACE_WIFI_APS, wifiApsListJson);
- }
- placeJson.set(NULL, PLACE_CREATE_DATE, static_cast<int64_t>(place->createDate));
- data.append(NULL, PLACE_DATA_READ, placeJson);
- }
- return data;
-}
-
-void ctx::UserPlaces::setMode(PlaceRecogMode energyMode)
-{
- if (__visitDetector)
- __visitDetector->setMode(energyMode);
-}
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_USER_PLACES_H_
-#define _CONTEXT_PLACE_RECOGNITION_USER_PLACES_H_
-
-#include <vector>
-#include <Json.h>
-#include <TimerManager.h>
-#include "visit_detector.h"
-#include "places_detector.h"
-#include "user_places_types.h"
-
-namespace ctx {
-
- class UserPlaces {
-
- private:
- VisitDetector *__visitDetector;
- PlacesDetector *__placesDetector;
- int __placesDetectorTimerId;
- TimerManager __timerManager;
- std::vector<std::shared_ptr<Place>> __getPlaces();
- static Json __composeJson(std::vector<std::shared_ptr<Place>> places);
-
- public:
- UserPlaces(PlaceRecogMode energyMode = PLACE_RECOG_HIGH_ACCURACY_MODE);
- ~UserPlaces();
-
- void setMode(PlaceRecogMode energyMode);
- ctx::Json getPlaces();
-
- }; /* class UserPlaces */
-
-} /* namespace ctx */
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_USER_PLACES_H_ */
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_USER_PLACES_PARAMS_H_
-#define _CONTEXT_PLACE_RECOGNITION_USER_PLACES_PARAMS_H_
-
-/*
- * WiFi scanning frequency (in minutes) in PLACE_RECOG_HIGH_ACCURACY_MODE.
- */
-#define WIFI_LOGGER_INTERVAL_MINUTES_HIGH_ACCURACY 3
-
-/*
- * WiFi scanning frequency (in minutes) in PLACE_RECOG_LOW_POWER_MODE.
- */
-#define WIFI_LOGGER_INTERVAL_MINUTES_LOW_POWER 60
-
-/*
- * Time window taken into consideration (in seconds) in PLACE_RECOG_HIGH_ACCURACY_MODE.
- */
-#define VISIT_DETECTOR_PERIOD_SECONDS_HIGH_ACCURACY 360
-
-/*
- * Time window taken into consideration (in seconds) in PLACE_RECOG_LOW_POWER_MODE.
- */
-#define VISIT_DETECTOR_PERIOD_SECONDS_LOW_POWER 3600
-
-/*
- * Overlap threshold between two sets of mac addresses (overlap
- * coefficient for two sets should be higher than this threshold
- * in order to detect stable radio environment); =< 1.0
- * New parameter in algorithm compared to original version of PlaceSense!
- */
-#define VISIT_DETECTOR_OVERLAP 0.8f
-
-/*
- * Specifies how many stable intervals must be seen to
- * indicate an entrance to a place; >= 1
- */
-#define VISIT_DETECTOR_STABLE_DEPTH 1
-
-/*
- * Representatives threshold (representatnive beacon
- * response rate should be higher than this threshold); =< 1.0
- */
-#define VISIT_DETECTOR_REP_THRESHOLD 0.9f
-
-/*
- * Specifies how long scans must be unstable to indicate a leave form a place; >= 1
- */
-#define VISIT_DETECTOR_TOLERANCE_DEPTH 3
-
-#define PLACES_DETECTOR_TASK_START_HOUR 3
-#define PLACES_DETECTOR_TASK_START_MINUTE 11
-#define PLACES_DETECTOR_RETENTION_DAYS 30
-#define PLACES_DETECTOR_RETENTION_SECONDS 24 * 60 * 60 * PLACES_DETECTOR_RETENTION_DAYS
-
-/*
- * Minimal duration of visit (in minutes) taking into account for place detection
- */
-#define PLACES_DETECTOR_MIN_VISIT_DURATION_MINUTES 15
-
-/*
- * Maximum duration of visit (in minutes) taking into account for place detection
- */
-#define PLACES_DETECTOR_MAX_VISIT_DURATION_MINUTES 5 * 24 * 60
-
-/*
- * Minimum visits number per place
- */
-#define PLACES_DETECTOR_MIN_VISITS_PER_PLACE 1
-
-/*
- * Minimum visits number per big place
- */
-#define PLACES_DETECTOR_MIN_VISITS_PER_BIG_PLACE 4
-
-/*
- * Minimal visit category score for taking this visit into consideration during
- * place categorization
- */
-#define PLACES_CATEGER_MIN_VISITS_SCORE 0.1
-
-/*
- * Minimum visits number per home
- */
-#define PLACES_CATEGER_MIN_VISITS_PER_HOME 3
-
-/*
- * Minimum visits number per work
- */
-#define PLACES_CATEGER_MIN_VISITS_PER_WORK 2
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_USER_PLACES_PARAMS_H_ */
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 <set>
-#include <iostream>
-#include <iomanip>
-#include <sstream>
-#include <algorithm>
-#include <Types.h>
-#include "user_places_types.h"
-#include "user_places_params.h"
-#include "debug_utils.h"
-
-#define __MAC_STRING_COMPONENTS_SEPARATOR ':'
-#define __MAC_SET_STRING_DELIMITER ','
-
-ctx::Mac::Mac(const std::string& str)
-{
- std::stringstream ss(str);
- try {
- ss >> *this;
- } catch (std::runtime_error &e) {
- _E("%s", e.what());
- }
-}
-
-ctx::Mac::Mac(const char *str)
-{
- std::stringstream ss(str);
- try {
- ss >> *this;
- } catch (std::runtime_error &e) {
- _E("%s", e.what());
- }
-}
-
-std::istream& ctx::operator>>(std::istream &input, ctx::Mac &mac)
-{
- int h;
- char colon;
- for (size_t i = 0; i < ctx::Mac::MAC_SIZE; i++) {
- input >> std::hex;
- input >> h;
- mac.c[i] = h;
- if (i + 1 >= ctx::Mac::MAC_SIZE)
- break;
- input >> colon;
- if (colon != __MAC_STRING_COMPONENTS_SEPARATOR)
- throw std::runtime_error("Invalid MAC format");
- }
- input >> std::dec;
- return input;
-}
-
-std::ostream& ctx::operator<<(std::ostream &output, const ctx::Mac &mac)
-{
- size_t i = 0;
- while (true) {
- output << std::hex << std::setfill('0') << std::setw(2);
- output << static_cast<int>(mac.c[i]);
- i++;
- if (i >= Mac::MAC_SIZE)
- break;
- output << __MAC_STRING_COMPONENTS_SEPARATOR;
- }
- output << std::dec;
- return output;
-}
-
-ctx::Mac::operator std::string() const
-{
- std::stringstream ss;
- ss << *this;
- return ss.str();
-}
-
-bool ctx::operator==(const Mac &m1, const Mac &m2)
-{
- for (size_t i = 0; i < Mac::MAC_SIZE; i++) {
- if (m1.c[i] != m2.c[i])
- return false;
- }
- return true;
-}
-
-bool ctx::operator!=(const Mac &m1, const Mac &m2)
-{
- return !(m1 == m2);
-}
-
-bool ctx::operator<(const Mac &m1, const Mac &m2)
-{
- unsigned char c1, c2;
- for (size_t i = 0; i < Mac::MAC_SIZE; i++) {
- c1 = m1.c[i];
- c2 = m2.c[i];
- if (c1 < c2)
- return true;
- if (c1 > c2)
- return false;
- }
- return false; // they are equal
-}
-
-std::istream& ctx::operator>>(std::istream &input, ctx::MacSet &macSet)
-{
- Mac mac;
- char delimeter;
- while (!input.eof()) {
- try {
- input >> mac;
- } catch (std::runtime_error &e) {
- _E("Cannot read macSet. Exception: %s", e.what());
- break;
- }
- macSet.insert(mac);
- if (input.eof())
- break;
- delimeter = input.get();
- if (delimeter != __MAC_SET_STRING_DELIMITER) {
- input.unget();
- break;
- }
- }
- return input;
-}
-
-std::ostream& ctx::operator<<(std::ostream &output, const ctx::MacSet &macSet)
-{
- std::vector<Mac> macVec(macSet.size());
- std::copy(macSet.begin(), macSet.end(), macVec.begin());
- std::sort(macVec.begin(), macVec.end());
-
- bool first = true;
- for (auto &mac: macVec) {
- if (first) {
- first = false;
- } else {
- output << __MAC_SET_STRING_DELIMITER;
- }
- output << mac;
- }
- return output;
-}
-
-void ctx::LocationEvent::log()
-{
- std::string time_str = DebugUtils::humanReadableDateTime(timestamp, "%T", 9);
-#ifdef TIZEN_ENGINEER_MODE
- _D("location lat=%.8f, lon=%.8f, acc=%.2f[m], time=%s, method=%d",
- coordinates.latitude,
- coordinates.longitude,
- coordinates.accuracy,
- time_str.c_str(),
- method);
-#else /* TIZEN_ENGINEER_MODE */
- _D("location lat=%.8f, lon=%.8f, acc=%.2f[m], time=%s",
- coordinates.latitude,
- coordinates.longitude,
- coordinates.accuracy,
- time_str.c_str());
-#endif /* TIZEN_ENGINEER_MODE */
-}
-
-void ctx::Visit::setLocation(Location location_)
-{
- locationValid = true;
- location = location_;
-}
-
-void ctx::Visit::printShort2Stream(std::ostream &out) const
-{
- // print only valid visits
- if (interval.end != 0) {
- float duration = ((float) (interval.end - interval.start)) / 3600; // [h]
- out << "__VISIT " << duration << "h: ";
- out << DebugUtils::humanReadableDateTime(interval.start, "%m/%d %H:%M", 15) << " ÷ ";
- out << DebugUtils::humanReadableDateTime(interval.end, "%m/%d %H:%M", 15) << std::endl;
- }
-}
-
-bool ctx::operator==(const ctx::Visit &v1, const ctx::Visit &v2)
-{
- return v1.interval.start == v2.interval.start
- && v1.interval.end == v2.interval.end
- && v1.categs == v2.categs
- && v1.location.latitude == v2.location.latitude
- && v1.location.longitude == v2.location.longitude
- && v1.location.accuracy == v2.location.accuracy
- && v1.locationValid == v2.locationValid
- && v1.macSet == v2.macSet;
-}
-
-ctx::MacSet ctx::macSetFromString(const std::string &str)
-{
- MacSet macSet;
- std::stringstream ss;
- ss << str;
- ss >> macSet;
- return macSet;
-}
-
-bool ctx::operator>(const Mac &m1, const Mac &m2)
-{
- return m2 < m1;
-}
-
-std::shared_ptr<ctx::MacSet> ctx::macSetFromMacs2Counts(const Macs2Counts &macs2Counts)
-{
- std::shared_ptr<MacSet> macSet(std::make_shared<MacSet>());
- for (auto &macCount: macs2Counts) {
- macSet->insert(macCount.first);
- }
- return macSet;
-}
-
-std::shared_ptr<ctx::MacSet> ctx::macSetsUnion(const std::vector<std::shared_ptr<MacSet>> &macSets)
-{
- std::shared_ptr<MacSet> unionSet = std::make_shared<MacSet>();
- for (std::shared_ptr<MacSet> macSet : macSets) {
- unionSet->insert(macSet->begin(), macSet->end());
- }
- return unionSet;
-}
-
-ctx::Interval::Interval(time_t start_, time_t end_) : start(start_), end(end_) {
- if (end_ < start_)
- _E("Negative interval, start=%d, end=%d", start_, end_);
-}
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_USER_PLACES_TYPES_H_
-#define _CONTEXT_PLACE_RECOGNITION_USER_PLACES_TYPES_H_
-
-#include <memory>
-#include <vector>
-#include <map>
-#include <unordered_map>
-#include <unordered_set>
-#include "graph.h"
-#include "../place_recognition_types.h"
-#include <string>
-#include <ctime>
-#include <MyPlaceTypes.h>
-
-namespace ctx {
-
- /*
- * type for numerical computations
- */
- typedef double num_t;
-
- /*
- * mac address
- */
- class Mac {
-
- public:
- const static size_t MAC_SIZE = 6; // number of bytes for mac address.
- unsigned char c[MAC_SIZE];
-
- Mac() {};
- Mac(const std::string &str);
- Mac(const char *str);
- operator std::string() const;
-
- }; /* class Mac */
-
- std::istream &operator>>(std::istream &input, ctx::Mac &mac);
- std::ostream &operator<<(std::ostream &output, const ctx::Mac &mac);
- bool operator==(const ctx::Mac &m1, const ctx::Mac &m2);
- bool operator!=(const ctx::Mac &m1, const ctx::Mac &m2);
- bool operator<(const ctx::Mac &m1, const ctx::Mac &m2);
- bool operator>(const ctx::Mac &m1, const ctx::Mac &m2);
-
-} /* namespace ctx */
-
-namespace std {
-
- template <> struct hash<ctx::Mac> {
- size_t operator()(const ctx::Mac & m) const {
- size_t h = 1;
- for (size_t i = 0; i < ctx::Mac::MAC_SIZE; i++) {
- h = h * 37 + m.c[i];
- }
- return h;
- }
- };
-
-} /* namespace std */
-
-namespace ctx {
-
- typedef float share_t;
- typedef int count_t;
-
- typedef std::unordered_map<ctx::Mac, ctx::count_t> Macs2Counts;
- typedef std::unordered_map<ctx::Mac, ctx::share_t> Macs2Shares;
-
- typedef std::unordered_set<ctx::Mac> MacSet;
-
- std::istream &operator>>(std::istream &input, ctx::MacSet &macSet);
- std::ostream &operator<<(std::ostream &output, const ctx::MacSet &macSet);
- ctx::MacSet macSetFromString(const std::string &str);
-
- std::shared_ptr<MacSet> macSetsUnion(const std::vector<std::shared_ptr<MacSet>> &macSets);
-
- struct Interval {
- time_t start;
- time_t end;
-
- Interval(time_t start, time_t end);
- };
-
-} /* namespace ctx */
-
-namespace std {
-
- template <> struct hash<ctx::Interval> {
- size_t operator()(const ctx::Interval & interval) const {
- return interval.end * interval.start;
- }
- };
-
-} /* namespace std */
-
-namespace ctx {
-
- /*
- * fully describes interval data after the interval is finished
- */
- struct Frame {
- Interval interval;
- count_t numberOfTimestamps;
- Macs2Counts macs2Counts;
-
- Frame(Interval interval_) : interval(interval_), numberOfTimestamps(0) {};
- };
-
- /*
- * mac address + its timestamp
- */
- struct MacEvent {
- time_t timestamp;
- Mac mac;
- std::string networkName;
-
- MacEvent(time_t timestamp_, Mac mac_, std::string networkName_ = "")
- : timestamp(timestamp_)
- , mac(mac_)
- , networkName(networkName_) {}
- };
-
- typedef std::map<int, num_t> Categs; // scores of categories
-
-#ifdef TIZEN_ENGINEER_MODE
- enum LocationSource {
- LOCATION_METHOD_REQUEST = 0,
- LOCATION_METHOD_GET_LOCATION = 1,
- LOCATION_METHOD_GET_LAST_LOCATION = 2
- };
-#endif /* TIZEN_ENGINEER_MODE */
-
- /*
- * location + timestamp + method
- */
- struct LocationEvent {
- Location coordinates;
- time_t timestamp;
-
-#ifdef TIZEN_ENGINEER_MODE
- LocationSource method;
-
- LocationEvent(double latitude_, double longitude_, double accuracy_, time_t timestamp_, LocationSource method_) :
- coordinates(latitude_, longitude_, accuracy_),
- timestamp(timestamp_), method(method_) {}
-#else /* TIZEN_ENGINEER_MODE */
- LocationEvent(double latitude_, double longitude_, double accuracy_, time_t timestamp_) :
- coordinates(latitude_, longitude_, accuracy_),
- timestamp(timestamp_) {}
-#endif /* TIZEN_ENGINEER_MODE */
-
- void log();
-
- }; /* struct LocationEvent */
-
- struct Visit {
- Interval interval;
- std::shared_ptr<MacSet> macSet;
- Categs categs;
- bool locationValid;
- Location location; // makes sense if locationValid == true;
-
- Visit(Interval interval_, std::shared_ptr<MacSet> macSet_ = std::make_shared<MacSet>(), Categs categs_ = Categs()) :
- interval(interval_),
- macSet(macSet_),
- categs(categs_),
- locationValid(false) {}
- void setLocation(Location location);
- void printShort2Stream(std::ostream &out) const;
-
- }; /* struct Visit */
-
- bool operator==(const Visit &v1, const Visit &v2);
- typedef std::vector<Visit> Visits;
- typedef std::vector<MacEvent> MacEvents; // used to store current interval logs
-
- std::shared_ptr<MacSet> macSetFromMacs2Counts(const Macs2Counts &macs2Counts);
-
-} /* namespace ctx */
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_USER_PLACES_TYPES_H_ */
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 "visit_categer.h"
-#include "mahal.h"
-#include <time.h>
-#include "../place_recognition_types.h"
-#include "prob_features_model.h"
-#include <Types.h>
-
-// categorizer model parameters trained offline (implemented in python):
-const std::map<int, ctx::MahalModel> ctx::VisitCateger::__models({
-{
- PLACE_CATEG_ID_HOME,
- ctx::MahalModel(
- {
- 0.588408417316, 0.475154840361, -0.564085141865, 0.077711893790, 0.782630398597, -0.650926403250, -0.101943950378
- },
- {
- 0.797977863370, -0.133179879257, 0.242803062646, -0.059448581046, -0.117039646748, 0.097645535057, 0.014250290052,
- -0.133179879257, 1.028900241400, -0.252245407243, 0.058455883835, -0.283950879851, 0.172204076583, 0.247906065767,
- 0.242803062646, -0.252245407243, 1.832134785177, 0.327188225606, 0.874905851092, -0.371088938012, -1.289816938938,
- -0.059448581046, 0.058455883835, 0.327188225606, 1.455090164348, 0.138363721074, 0.216985279422, -1.113021128017,
- -0.117039646748, -0.283950879851, 0.874905851092, 0.138363721074, 1.379674755873, -0.977922749615, -0.738895486376,
- 0.097645535057, 0.172204076583, -0.371088938012, 0.216985279422, -0.977922749615, 0.899928922718, -0.158101631251,
- 0.014250290052, 0.247906065767, -1.289816938938, -1.113021128017, -0.738895486376, -0.158101631251, 2.644105309746
- })
-},
-{
- PLACE_CATEG_ID_WORK,
- ctx::MahalModel(
- {
- -0.128092670982, -0.762177819157, 0.262924477521, -0.412038966097, -1.049141893517, 1.104760800499, -0.628939955525
- },
- {
- 15.751249839350, 11.389025401325, -9.885346240379, -0.010809392387, -1.308837060762, 0.970778241189, 0.558946631235,
- 11.389025401325, 12.830223040140, -8.517695939156, 0.293693134532, -0.845784968295, 1.418175236596, -2.246658259974,
- -9.885346240379, -8.517695939156, 10.222750966685, 0.390448668966, 1.095218945062, -0.403733435617, -1.815103304859,
- -0.010809392387, 0.293693134532, 0.390448668966, 2.256864603458, 0.632080300647, -0.019551779384, -1.751417951792,
- -1.308837060762, -0.845784968295, 1.095218945062, 0.632080300647, 3.132753467561, -1.427748733399, -4.291958669471,
- 0.970778241189, 1.418175236596, -0.403733435617, -0.019551779384, -1.427748733399, 1.183055586213, 0.200571452172,
- 0.558946631235, -2.246658259974, -1.815103304859, -1.751417951792, -4.291958669471, 0.200571452172, 11.668888615934
- })
-},
-{
- PLACE_CATEG_ID_OTHER,
- ctx::MahalModel(
- {
- -0.542340098504, 0.184789511765, 0.387451546413, 0.301902661472, 0.109392397093, -0.310468874039, 0.709513920221
- },
- {
- 2.153884992301, -0.129488409324, 0.136236052776, -0.138043678532, -0.227492557156, 0.117810812390, 0.265072329266,
- -0.129488409324, 3.165213522741, -1.751520714507, 0.467831090302, -0.483916138161, 0.376293684450, 0.149387541935,
- 0.136236052776, -1.751520714507, 2.483475248800, 0.384085303028, 0.338642175318, -0.052000492068, -0.801404345627,
- -0.138043678532, 0.467831090302, 0.384085303028, 1.972390458477, -0.025332052563, 0.393845805027, -1.225948397955,
- -0.227492557156, -0.483916138161, 0.338642175318, -0.025332052563, 0.890301343360, -0.549163112351, -0.746838701215,
- 0.117810812390, 0.376293684450, -0.052000492068, 0.393845805027, -0.549163112351, 0.474674836872, 0.012417969474,
- 0.265072329266, 0.149387541935, -0.801404345627, -1.225948397955, -0.746838701215, 0.012417969474, 2.104629121515
- })
-}});
-
-ctx::PiecewiseLin ctx::VisitCateger::__chiApprox(
-{
- 0. , 0.01, 0.02, 0.03, 0.04, 0.05, 0.06, 0.07, 0.08,
- 0.09, 0.1 , 0.11, 0.12, 0.13, 0.14, 0.15, 0.16, 0.17,
- 0.18, 0.19, 0.2 , 0.21, 0.22, 0.23, 0.24, 0.25, 0.26,
- 0.27, 0.28, 0.29, 0.3 , 0.31, 0.32, 0.33, 0.34, 0.35,
- 0.36, 0.37, 0.38, 0.39, 0.4 , 0.41, 0.42, 0.43, 0.44,
- 0.45, 0.46, 0.47, 0.48, 0.49, 0.5 , 0.51, 0.52, 0.53,
- 0.54, 0.55, 0.56, 0.57, 0.58, 0.59, 0.6 , 0.61, 0.62,
- 0.63, 0.64, 0.65, 0.66, 0.67, 0.68, 0.69, 0.7 , 0.71,
- 0.72, 0.73, 0.74, 0.75, 0.76, 0.77, 0.78, 0.79, 0.8 ,
- 0.81, 0.82, 0.83, 0.84, 0.85, 0.86, 0.87, 0.88, 0.89,
- 0.9 , 0.91, 0.92, 0.93, 0.94, 0.95, 0.96, 0.97, 0.98,
- 0.99, 1. , 1.01, 1.02, 1.03, 1.04, 1.05, 1.06, 1.07,
- 1.08, 1.09, 1.1 , 1.11, 1.12, 1.13, 1.14, 1.15, 1.16,
- 1.17, 1.18, 1.19, 1.2 , 1.21, 1.22, 1.23, 1.24, 1.25,
- 1.26, 1.27, 1.28, 1.29, 1.3 , 1.31, 1.32, 1.33, 1.34,
- 1.35, 1.36, 1.37, 1.38, 1.39, 1.4 , 1.41, 1.42, 1.43,
- 1.44, 1.45, 1.46, 1.47, 1.48, 1.49, 1.5 , 1.51, 1.52,
- 1.53, 1.54, 1.55, 1.56, 1.57, 1.58, 1.59, 1.6 , 1.61,
- 1.62, 1.63, 1.64, 1.65, 1.66, 1.67, 1.68, 1.69, 1.7 ,
- 1.71, 1.72, 1.73, 1.74, 1.75, 1.76, 1.77, 1.78, 1.79,
- 1.8 , 1.81, 1.82, 1.83, 1.84, 1.85, 1.86, 1.87, 1.88,
- 1.89, 1.9 , 1.91, 1.92, 1.93, 1.94, 1.95, 1.96, 1.97,
- 1.98, 1.99, 2. , 2.01, 2.02, 2.03, 2.04, 2.05, 2.06,
- 2.07, 2.08, 2.09, 2.1 , 2.11, 2.12, 2.13, 2.14, 2.15,
- 2.16, 2.17, 2.18, 2.19, 2.2 , 2.21, 2.22, 2.23, 2.24,
- 2.25, 2.26, 2.27, 2.28, 2.29, 2.3 , 2.31, 2.32, 2.33,
- 2.34, 2.35, 2.36, 2.37, 2.38, 2.39, 2.4 , 2.41, 2.42,
- 2.43, 2.44, 2.45, 2.46, 2.47, 2.48, 2.49, 2.5 , 2.51,
- 2.52, 2.53, 2.54, 2.55, 2.56, 2.57, 2.58, 2.59, 2.6 ,
- 2.61, 2.62, 2.63, 2.64, 2.65, 2.66, 2.67, 2.68, 2.69,
- 2.7 , 2.71, 2.72, 2.73, 2.74, 2.75, 2.76, 2.77, 2.78,
- 2.79, 2.8 , 2.81, 2.82, 2.83, 2.84, 2.85, 2.86, 2.87,
- 2.88, 2.89, 2.9 , 2.91, 2.92, 2.93, 2.94, 2.95, 2.96,
- 2.97, 2.98, 2.99, 3. , 3.01, 3.02, 3.03, 3.04, 3.05,
- 3.06, 3.07, 3.08, 3.09, 3.1 , 3.11, 3.12, 3.13, 3.14,
- 3.15, 3.16, 3.17, 3.18, 3.19, 3.2 , 3.21, 3.22, 3.23,
- 3.24, 3.25, 3.26, 3.27, 3.28, 3.29, 3.3 , 3.31, 3.32,
- 3.33, 3.34, 3.35, 3.36, 3.37, 3.38, 3.39, 3.4 , 3.41,
- 3.42, 3.43, 3.44, 3.45, 3.46, 3.47, 3.48, 3.49, 3.5 ,
- 3.51, 3.52, 3.53, 3.54, 3.55, 3.56, 3.57, 3.58, 3.59,
- 3.6 , 3.61, 3.62, 3.63, 3.64, 3.65, 3.66, 3.67, 3.68,
- 3.69, 3.7 , 3.71, 3.72, 3.73, 3.74, 3.75, 3.76, 3.77,
- 3.78, 3.79, 3.8 , 3.81, 3.82, 3.83, 3.84, 3.85, 3.86,
- 3.87, 3.88, 3.89, 3.9 , 3.91, 3.92, 3.93, 3.94, 3.95,
- 3.96, 3.97, 3.98, 3.99, 4. , 4.01, 4.02, 4.03, 4.04,
- 4.05, 4.06, 4.07, 4.08, 4.09, 4.1 , 4.11, 4.12, 4.13,
- 4.14, 4.15, 4.16, 4.17, 4.18, 4.19, 4.2 , 4.21, 4.22,
- 4.23, 4.24, 4.25, 4.26, 4.27, 4.28, 4.29, 4.3 , 4.31,
- 4.32, 4.33, 4.34, 4.35, 4.36, 4.37, 4.38, 4.39, 4.4 ,
- 4.41, 4.42, 4.43, 4.44, 4.45, 4.46, 4.47, 4.48, 4.49,
- 4.5 , 4.51, 4.52, 4.53, 4.54, 4.55, 4.56, 4.57, 4.58,
- 4.59, 4.6 , 4.61, 4.62, 4.63, 4.64, 4.65, 4.66, 4.67,
- 4.68, 4.69, 4.7 , 4.71, 4.72, 4.73, 4.74, 4.75, 4.76,
- 4.77, 4.78, 4.79, 4.8 , 4.81, 4.82, 4.83, 4.84, 4.85,
- 4.86, 4.87, 4.88, 4.89, 4.9 , 4.91, 4.92, 4.93, 4.94,
- 4.95, 4.96, 4.97, 4.98, 4.99, 5. , 5.01, 5.02, 5.03,
- 5.04, 5.05, 5.06, 5.07, 5.08, 5.09, 5.1 , 5.11, 5.12,
- 5.13, 5.14, 5.15, 5.16, 5.17, 5.18, 5.19, 5.2 , 5.21,
- 5.22, 5.23, 5.24, 5.25, 5.26, 5.27, 5.28, 5.29, 5.3 ,
- 5.31, 5.32, 5.33, 5.34, 5.35, 5.36, 5.37, 5.38, 5.39,
- 5.4 , 5.41, 5.42, 5.43, 5.44, 5.45, 5.46, 5.47, 5.48,
- 5.49, 5.5 , 5.51, 5.52, 5.53, 5.54, 5.55, 5.56, 5.57,
- 5.58, 5.59, 5.6 , 5.61, 5.62, 5.63, 5.64, 5.65, 5.66,
- 5.67, 5.68, 5.69, 5.7 , 5.71, 5.72, 5.73, 5.74, 5.75,
- 5.76, 5.77, 5.78, 5.79, 5.8 , 5.81, 5.82, 5.83, 5.84,
- 5.85, 5.86, 5.87, 5.88, 5.89, 5.9 , 5.91, 5.92, 5.93,
- 5.94, 5.95, 5.96, 5.97, 5.98, 5.99, 6. , 6.01, 6.02,
- 6.03, 6.04, 6.05, 6.06, 6.07, 6.08, 6.09, 6.1 , 6.11,
- 6.12, 6.13, 6.14, 6.15, 6.16, 6.17, 6.18, 6.19, 6.2 ,
- 6.21, 6.22, 6.23, 6.24, 6.25, 6.26, 6.27, 6.28, 6.29,
- 6.3 , 6.31, 6.32, 6.33, 6.34, 6.35, 6.36, 6.37, 6.38,
- 6.39, 6.4 , 6.41, 6.42, 6.43, 6.44, 6.45, 6.46, 6.47,
- 6.48, 6.49, 6.5 , 6.51, 6.52, 6.53, 6.54, 6.55, 6.56,
- 6.57, 6.58, 6.59, 6.6 , 6.61, 6.62, 6.63, 6.64, 6.65,
- 6.66, 6.67, 6.68, 6.69, 6.7 , 6.71, 6.72, 6.73, 6.74,
- 6.75, 6.76, 6.77, 6.78, 6.79, 6.8 , 6.81, 6.82, 6.83,
- 6.84, 6.85, 6.86, 6.87, 6.88, 6.89, 6.9 , 6.91, 6.92,
- 6.93, 6.94, 6.95, 6.96, 6.97, 6.98, 6.99, 7.
-},
-{
- 0. , 0. , 0. , 0. , 0. , 0. ,
- 0. , 0. , 0. , 0. , 0. , 0. ,
- 0. , 0. , 0. , 0. , 0. , 0. ,
- 0. , 0. , 0. , 0. , 0. , 0. ,
- 0. , 0. , 0.000001, 0.000001, 0.000001, 0.000001,
- 0.000002, 0.000002, 0.000003, 0.000003, 0.000004, 0.000005,
- 0.000006, 0.000007, 0.000008, 0.00001 , 0.000012, 0.000014,
- 0.000016, 0.000019, 0.000023, 0.000026, 0.000031, 0.000035,
- 0.000041, 0.000047, 0.000054, 0.000062, 0.00007 , 0.00008 ,
- 0.000091, 0.000103, 0.000116, 0.000131, 0.000147, 0.000165,
- 0.000185, 0.000207, 0.000231, 0.000257, 0.000285, 0.000316,
- 0.00035 , 0.000387, 0.000427, 0.000471, 0.000518, 0.000569,
- 0.000624, 0.000683, 0.000747, 0.000816, 0.00089 , 0.00097 ,
- 0.001055, 0.001147, 0.001245, 0.001349, 0.001461, 0.00158 ,
- 0.001708, 0.001843, 0.001987, 0.002141, 0.002303, 0.002476,
- 0.002659, 0.002854, 0.003059, 0.003276, 0.003506, 0.003748,
- 0.004004, 0.004274, 0.004558, 0.004857, 0.005171, 0.005502,
- 0.00585 , 0.006215, 0.006597, 0.006999, 0.007419, 0.007859,
- 0.00832 , 0.008802, 0.009305, 0.009831, 0.01038 , 0.010953,
- 0.01155 , 0.012172, 0.01282 , 0.013495, 0.014197, 0.014927,
- 0.015686, 0.016473, 0.017291, 0.01814 , 0.019021, 0.019933,
- 0.020879, 0.021858, 0.022872, 0.023921, 0.025006, 0.026127,
- 0.027285, 0.028482, 0.029717, 0.030992, 0.032306, 0.033662,
- 0.035059, 0.036497, 0.037979, 0.039504, 0.041073, 0.042687,
- 0.044345, 0.04605 , 0.047801, 0.049599, 0.051445, 0.053339,
- 0.055282, 0.057273, 0.059315, 0.061406, 0.063548, 0.065742,
- 0.067986, 0.070283, 0.072632, 0.075034, 0.077488, 0.079996,
- 0.082558, 0.085174, 0.087843, 0.090568, 0.093346, 0.09618 ,
- 0.099069, 0.102013, 0.105012, 0.108066, 0.111176, 0.114342,
- 0.117563, 0.120839, 0.124171, 0.127558, 0.131001, 0.134499,
- 0.138052, 0.141659, 0.145322, 0.149039, 0.15281 , 0.156635,
- 0.160514, 0.164446, 0.168431, 0.172469, 0.176559, 0.180701,
- 0.184894, 0.189138, 0.193432, 0.197776, 0.202169, 0.206611,
- 0.211101, 0.215639, 0.220223, 0.224853, 0.229528, 0.234248,
- 0.239012, 0.24382 , 0.248669, 0.25356 , 0.258492, 0.263464,
- 0.268474, 0.273523, 0.278608, 0.283731, 0.288888, 0.29408 ,
- 0.299305, 0.304562, 0.309851, 0.31517 , 0.320519, 0.325895,
- 0.331299, 0.336729, 0.342185, 0.347664, 0.353166, 0.35869 ,
- 0.364234, 0.369798, 0.375381, 0.38098 , 0.386596, 0.392227,
- 0.397871, 0.403529, 0.409197, 0.414876, 0.420565, 0.426261,
- 0.431964, 0.437673, 0.443387, 0.449103, 0.454822, 0.460543,
- 0.466263, 0.471981, 0.477698, 0.483411, 0.48912 , 0.494822,
- 0.500518, 0.506206, 0.511886, 0.517554, 0.523212, 0.528858,
- 0.53449 , 0.540108, 0.545711, 0.551297, 0.556866, 0.562417,
- 0.567948, 0.573459, 0.578949, 0.584417, 0.589861, 0.595282,
- 0.600677, 0.606048, 0.611391, 0.616707, 0.621995, 0.627254,
- 0.632483, 0.637681, 0.642848, 0.647984, 0.653086, 0.658155,
- 0.66319 , 0.66819 , 0.673155, 0.678084, 0.682976, 0.687831,
- 0.692649, 0.697428, 0.702168, 0.70687 , 0.711531, 0.716153,
- 0.720733, 0.725273, 0.729772, 0.734228, 0.738643, 0.743015,
- 0.747344, 0.75163 , 0.755873, 0.760072, 0.764227, 0.768339,
- 0.772406, 0.776428, 0.780406, 0.784339, 0.788228, 0.792071,
- 0.795869, 0.799622, 0.80333 , 0.806992, 0.810609, 0.814181,
- 0.817707, 0.821188, 0.824624, 0.828015, 0.83136 , 0.83466 ,
- 0.837916, 0.841126, 0.844292, 0.847413, 0.85049 , 0.853522,
- 0.85651 , 0.859455, 0.862355, 0.865212, 0.868026, 0.870796,
- 0.873524, 0.876209, 0.878852, 0.881452, 0.884011, 0.886528,
- 0.889005, 0.89144 , 0.893834, 0.896189, 0.898503, 0.900778,
- 0.903014, 0.90521 , 0.907369, 0.909488, 0.911571, 0.913615,
- 0.915623, 0.917594, 0.919528, 0.921427, 0.92329 , 0.925118,
- 0.926911, 0.92867 , 0.930395, 0.932086, 0.933745, 0.93537 ,
- 0.936963, 0.938525, 0.940055, 0.941554, 0.943022, 0.94446 ,
- 0.945869, 0.947248, 0.948598, 0.949919, 0.951213, 0.952478,
- 0.953717, 0.954928, 0.956113, 0.957273, 0.958406, 0.959514,
- 0.960598, 0.961657, 0.962692, 0.963703, 0.964692, 0.965657,
- 0.9666 , 0.967521, 0.968421, 0.969299, 0.970156, 0.970993,
- 0.97181 , 0.972607, 0.973385, 0.974144, 0.974884, 0.975605,
- 0.976309, 0.976996, 0.977665, 0.978317, 0.978953, 0.979572,
- 0.980176, 0.980764, 0.981337, 0.981895, 0.982438, 0.982967,
- 0.983482, 0.983984, 0.984472, 0.984947, 0.985409, 0.985858,
- 0.986296, 0.986721, 0.987135, 0.987537, 0.987929, 0.988309,
- 0.988678, 0.989038, 0.989387, 0.989726, 0.990056, 0.990376,
- 0.990687, 0.990989, 0.991282, 0.991566, 0.991843, 0.992111,
- 0.992371, 0.992624, 0.992869, 0.993106, 0.993337, 0.99356 ,
- 0.993777, 0.993988, 0.994191, 0.994389, 0.99458 , 0.994766,
- 0.994946, 0.99512 , 0.995289, 0.995452, 0.99561 , 0.995764,
- 0.995912, 0.996056, 0.996195, 0.996329, 0.99646 , 0.996586,
- 0.996708, 0.996825, 0.996939, 0.99705 , 0.997156, 0.99726 ,
- 0.997359, 0.997456, 0.997549, 0.997639, 0.997726, 0.99781 ,
- 0.997891, 0.997969, 0.998045, 0.998118, 0.998189, 0.998257,
- 0.998323, 0.998386, 0.998447, 0.998506, 0.998563, 0.998618,
- 0.998671, 0.998723, 0.998772, 0.998819, 0.998865, 0.998909,
- 0.998952, 0.998993, 0.999033, 0.999071, 0.999107, 0.999143,
- 0.999177, 0.99921 , 0.999241, 0.999272, 0.999301, 0.999329,
- 0.999356, 0.999382, 0.999407, 0.999431, 0.999455, 0.999477,
- 0.999498, 0.999519, 0.999539, 0.999558, 0.999576, 0.999594,
- 0.999611, 0.999627, 0.999643, 0.999658, 0.999672, 0.999686,
- 0.999699, 0.999712, 0.999724, 0.999736, 0.999747, 0.999758,
- 0.999769, 0.999779, 0.999788, 0.999797, 0.999806, 0.999815,
- 0.999823, 0.99983 , 0.999838, 0.999845, 0.999852, 0.999858,
- 0.999865, 0.999871, 0.999876, 0.999882, 0.999887, 0.999892,
- 0.999897, 0.999902, 0.999906, 0.99991 , 0.999915, 0.999918,
- 0.999922, 0.999926, 0.999929, 0.999932, 0.999936, 0.999938,
- 0.999941, 0.999944, 0.999947, 0.999949, 0.999952, 0.999954,
- 0.999956, 0.999958, 0.99996 , 0.999962, 0.999964, 0.999965,
- 0.999967, 0.999969, 0.99997 , 0.999972, 0.999973, 0.999974,
- 0.999975, 0.999977, 0.999978, 0.999979, 0.99998 , 0.999981,
- 0.999982, 0.999983, 0.999984, 0.999984, 0.999985, 0.999986,
- 0.999987, 0.999987, 0.999988, 0.999988, 0.999989, 0.99999 ,
- 0.99999 , 0.999991, 0.999991, 0.999992, 0.999992, 0.999992,
- 0.999993, 0.999993, 0.999993, 0.999994, 0.999994, 0.999994,
- 0.999995, 0.999995, 0.999995, 0.999995, 0.999996, 0.999996,
- 0.999996, 0.999996, 0.999997, 0.999997, 0.999997, 0.999997,
- 0.999997, 0.999997, 0.999998, 0.999998, 0.999998, 0.999998,
- 0.999998, 0.999998, 0.999998, 0.999998, 0.999998, 0.999998,
- 0.999999, 0.999999, 0.999999, 0.999999, 0.999999, 0.999999,
- 0.999999, 0.999999, 0.999999, 0.999999, 0.999999, 0.999999,
- 0.999999, 0.999999, 0.999999, 0.999999, 0.999999, 0.999999,
- 0.999999, 1. , 1. , 1. , 1. , 1. ,
- 1. , 1. , 1. , 1. , 1. , 1. ,
- 1. , 1. , 1. , 1. , 1. , 1. ,
- 1. , 1. , 1. , 1. , 1. , 1. ,
- 1. , 1. , 1. , 1. , 1. , 1. ,
- 1. , 1. , 1. , 1. , 1. , 1. ,
- 1. , 1. , 1. , 1. , 1. , 1. ,
- 1. , 1. , 1. , 1. , 1. , 1. ,
- 1. , 1. , 1. , 1. , 1.
-} // this is chi cdf for 7 degrees of freedom (because we have 7 features)
-);
-
-const std::vector<ctx::num_t> ctx::VisitCateger::__featuresMean(
-{
- 344.542975696503,
- 894.178423236515,
- 868.300533491405,
- 2.820391227030,
- 0.511747454052,
- 0.348669092762,
- 0.139583453187
-});
-
-const std::vector<ctx::num_t> ctx::VisitCateger::__featuresStd(
-{
- 416.061437196941,
- 301.401812101781,
- 300.774466281622,
- 1.916233112930,
- 0.314254748759,
- 0.360707461975,
- 0.109386661911
-});
-
-ctx::TimeFeatures ctx::VisitCateger::__timeFeatures(const time_t &time)
-{
- struct tm timeinfo;
- struct tm *result;
- tzset();
- result = localtime_r(&time, &timeinfo);
- if (result == NULL)
- return {0, 0, 0, false};
- int minutesSinceMidnight = 60 * timeinfo.tm_hour + timeinfo.tm_min;
- int weekday = (timeinfo.tm_wday + 6) % 7; // Monday is 0, Sunday is 6
- bool weekend = weekday > 4;
- int minutesSinceBeginingOfTheWeek = 24 * 60 * weekday + minutesSinceMidnight;
- return {
- minutesSinceMidnight,
- minutesSinceBeginingOfTheWeek,
- weekday,
- weekend
- };
-}
-
-int ctx::VisitCateger::__weeksScope(const TimeFeatures &startF, const Interval &interval)
-{
- int durationMinutes = (interval.end - interval.start) / 60;
- int scopeMinutes = startF.minutesSinceBeginingOfTheWeek + durationMinutes;
- int weeksScope = scopeMinutes / __MINUTES_IN_WEEK;
- if (scopeMinutes % __MINUTES_IN_WEEK > 0)
- weeksScope++;
- return weeksScope;
-}
-
-ctx::num_t ctx::VisitCateger::__sum(const std::vector<num_t> model, const size_t &from, const size_t &to)
-{
- size_t toSecure = to;
- if (to >= model.size()) {
- _E("'to' exceeds model size");
- toSecure = model.size() - 1;
- }
- if (from > to)
- _E("'from' greater than 'to'");
- num_t result = 0.0;
- for (size_t i = from; i <= toSecure; i++) {
- result += model[i];
- }
- return result;
-}
-
-ctx::num_t ctx::VisitCateger::__weekModelMeanValue(PlaceCategId categ, const Interval &interval,
- const TimeFeatures &startF, const TimeFeatures &endF)
-{
- num_t ret = 0.0;
- int minutes = 0;
- int ws = __weeksScope(startF, interval);
- for (int week = 1; week <= ws; week++) {
- size_t startIndex = (week == 1)
- ? startF.minutesSinceBeginingOfTheWeek
- : 0;
- size_t endIndex = (week == ws)
- ? endF.minutesSinceBeginingOfTheWeek
- : __MINUTES_IN_WEEK - 1;
- ret += __sum(prob_features::weekModel[categ], startIndex, endIndex);
- minutes += endIndex - startIndex + 1;
- }
- if (minutes > 0)
- return ret / minutes;
- return ret;
-}
-
-ctx::Categs ctx::VisitCateger::__weekModelFeatures(const Interval &interval, const TimeFeatures &startF, const TimeFeatures &endF)
-{
- ctx::Categs categs;
- for (const auto &item : prob_features::weekModel) {
- categs[item.first] = __weekModelMeanValue(item.first, interval, startF, endF);
- }
- _D("categs: H=%.12f, W=%.12f, O=%.12f",
- categs[PLACE_CATEG_ID_HOME],
- categs[PLACE_CATEG_ID_WORK],
- categs[PLACE_CATEG_ID_OTHER]);
- return categs;
-}
-
-ctx::IntervalFeatures ctx::VisitCateger::__intervalFeatures(const Interval &interval)
-{
- num_t durationMinutes = 1.0 * (interval.end - interval.start) / 60;
- TimeFeatures startFeatures = __timeFeatures(interval.start);
- TimeFeatures endFeatures = __timeFeatures(interval.end);
- Categs weekFeatures = __weekModelFeatures(interval, startFeatures, endFeatures);
- return {
- durationMinutes,
- (num_t) startFeatures.minutesSinceMidnight,
- (num_t) endFeatures.minutesSinceMidnight,
- (num_t) startFeatures.weekday,
- weekFeatures[PLACE_CATEG_ID_HOME],
- weekFeatures[PLACE_CATEG_ID_WORK],
- weekFeatures[PLACE_CATEG_ID_OTHER]
- };
-}
-
-void ctx::VisitCateger::__normalize(std::vector<ctx::num_t> &features)
-{
- size_t n = features.size();
- for (size_t i = 0; i < n; i++) {
- features[i] -= __featuresMean[i];
- features[i] /= __featuresStd[i];
- }
-}
-
-void ctx::VisitCateger::categorize(ctx::Visit &visit)
-{
- IntervalFeatures features = __intervalFeatures(visit.interval);
- __normalize(features);
-
- for (auto &modelPair : __models) {
- int categId = modelPair.first;
- MahalModel model = modelPair.second;
-
- num_t distance = model.distance(features);
- num_t probability = 1 - __chiApprox.value(distance); // sth like probability but not exactly
- visit.categs[categId] = probability;
- }
-}
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_VISIT_CATEGER_H_
-#define _CONTEXT_PLACE_RECOGNITION_VISIT_CATEGER_H_
-
-#include "user_places_types.h"
-#include "mahal.h"
-#include "piecewise_lin.h"
-#include <map>
-
-namespace ctx {
-
- struct TimeFeatures {
- int minutesSinceMidnight;
- int minutesSinceBeginingOfTheWeek;
- int weekday;
- bool weekend;
- };
-
- typedef std::vector<num_t> IntervalFeatures;
-
- /*
- * visit categorizer class
- */
- class VisitCateger {
-
- private:
- static const int __MINUTES_IN_WEEK = 60 * 24 * 7;
- static const std::map<int, MahalModel> __models;
- static const std::vector<num_t> __featuresMean;
- static const std::vector<num_t> __featuresStd;
- static num_t __sum(const std::vector<num_t> model, const size_t &from, const size_t &to);
- static num_t __weekModelMeanValue(PlaceCategId categ, const Interval &interval,
- const TimeFeatures &startF, const TimeFeatures &endF);
- static void __normalize(std::vector<num_t> &features);
- static PiecewiseLin __chiApprox; // tabled chi function approximator
-
- /**
- * Function interpret time in timestamp input argument,
- *
- * @param time timestamp
- * @return TimeFeatures structure with interpretations of timestamp
- */
- static TimeFeatures __timeFeatures(const time_t &time);
-
- static int __weeksScope(const TimeFeatures &startF, const Interval &interval);
-
- /**
- * Function interpret time interval input argument and calculates scores
- * that argument interval is home, work or other based on whole week model.
- *
- * @param interval time interval
- * @param startF start time features
- * @param endF end time features
- * @return Categs score that argument interval is home, work or other
- */
- static Categs __weekModelFeatures(const Interval &interval, const TimeFeatures &startF,
- const TimeFeatures &endF);
-
- /**
- * Function interpret time interval input argument,
- *
- * @param interval time interval
- * @return IntervalFeatures vector with interpretations of input time interval
- */
- static IntervalFeatures __intervalFeatures(const Interval &interval);
-
- public:
-
- /**
- * Function categorize visit based on visits time interval and fill its categories values.
- */
- static void categorize(ctx::Visit &visit);
-
- }; /* class VisitCateger */
-
-} /* namespace ctx */
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_VISIT_CATEGER_H_ */
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 <set>
-#include <iostream>
-#include <iomanip>
-#include <sstream>
-#include <Types.h>
-#include <Json.h>
-#include "../place_recognition_types.h"
-#include "visit_detector.h"
-#include "user_places_params.h"
-#include "visit_categer.h"
-#include "similarity.h"
-#include "median.h"
-#include "debug_utils.h"
-
-#ifdef TIZEN_ENGINEER_MODE
-#define __VISIT_TABLE_COLUMNS \
- VISIT_COLUMN_WIFI_APS " TEXT, "\
- VISIT_COLUMN_START_TIME " timestamp, "\
- VISIT_COLUMN_END_TIME " timestamp, "\
- VISIT_COLUMN_START_TIME_HUMAN " TEXT, "\
- VISIT_COLUMN_END_TIME_HUMAN " TEXT, "\
- VISIT_COLUMN_LOCATION_VALID " INTEGER, "\
- VISIT_COLUMN_LOCATION_LATITUDE " REAL, "\
- VISIT_COLUMN_LOCATION_LONGITUDE " REAL, "\
- VISIT_COLUMN_LOCATION_ACCURACY " REAL, "\
- VISIT_COLUMN_CATEG_HOME " REAL, "\
- VISIT_COLUMN_CATEG_WORK " REAL, "\
- VISIT_COLUMN_CATEG_OTHER " REAL"
-#else /* TIZEN_ENGINEER_MODE */
-#define __VISIT_TABLE_COLUMNS \
- VISIT_COLUMN_WIFI_APS " TEXT, "\
- VISIT_COLUMN_START_TIME " timestamp, "\
- VISIT_COLUMN_END_TIME " timestamp, "\
- VISIT_COLUMN_LOCATION_VALID " INTEGER, "\
- VISIT_COLUMN_LOCATION_LATITUDE " REAL, "\
- VISIT_COLUMN_LOCATION_LONGITUDE " REAL, "\
- VISIT_COLUMN_LOCATION_ACCURACY " REAL, "\
- VISIT_COLUMN_CATEG_HOME " REAL, "\
- VISIT_COLUMN_CATEG_WORK " REAL, "\
- VISIT_COLUMN_CATEG_OTHER " REAL"
-#endif /* TIZEN_ENGINEER_MODE */
-
-#define __WIFI_APS_MAP_TABLE_COLUMNS \
- WIFI_APS_MAP_COLUMN_MAC " TEXT NOT NULL UNIQUE, "\
- WIFI_APS_MAP_COLUMN_NETWORK_NAME " TEXT NOT NULL, "\
- WIFI_APS_MAP_COLUMN_INSERT_TIME " timestamp"
-
-ctx::VisitDetector::VisitDetector(time_t startScan, PlaceRecogMode energyMode, bool testMode) :
- __testMode(testMode),
- __locationLogger(testMode ? nullptr : new LocationLogger(this)),
- __wifiLogger(testMode ? nullptr : new WifiLogger(this, energyMode)),
- __currentInterval(startScan, startScan + VISIT_DETECTOR_PERIOD_SECONDS_HIGH_ACCURACY),
- __stableCounter(0),
- __tolerance(VISIT_DETECTOR_TOLERANCE_DEPTH),
- __entranceToPlace(false),
- __periodSeconds(VISIT_DETECTOR_PERIOD_SECONDS_HIGH_ACCURACY),
- __dbManager(testMode ? nullptr : new DatabaseManager()),
- __entranceTime(0),
- __departureTime(0)
-{
- __setPeriod(energyMode);
- __currentInterval = Interval(startScan, startScan + __periodSeconds);
- __currentMacEvents = std::make_shared<MacEvents>();
- __stayMacs = std::make_shared<MacSet>();
-
- if (__testMode) {
- __detectedVisits = std::make_shared<ctx::Visits>();
- return;
- }
-
- __listeners.push_back(__locationLogger);
- __listeners.push_back(__wifiLogger);
-
- __dbCreateTables();
- __wifiLogger->startLogging();
-}
-
-ctx::VisitDetector::~VisitDetector()
-{
-}
-
-bool ctx::VisitDetector::__isValid(const ctx::Mac &mac)
-{
- return mac != "00:00:00:00:00:00";
-}
-
-void ctx::VisitDetector::onWifiScan(ctx::MacEvent e)
-{
- _D("timestamp=%d, current_interval.end=%d, mac=%s, network=%s",
- e.timestamp,
- __currentInterval.end,
- std::string(e.mac).c_str(),
- e.networkName.c_str());
- if (__isValid(e.mac)) {
- while (e.timestamp > __currentInterval.end) {
- __processCurrentLogger();
- __shiftCurrentInterval();
- }
- __currentMacEvents->push_back(e);
- }
-}
-
-void ctx::VisitDetector::__processCurrentLogger()
-{
- _D("");
- std::shared_ptr<ctx::Frame> frame = __makeFrame(__currentMacEvents, __currentInterval);
- __detectEntranceOrDeparture(frame);
- __currentMacEvents->clear();
-}
-
-std::shared_ptr<ctx::Frame> ctx::VisitDetector::__makeFrame(std::shared_ptr<ctx::MacEvents> logger, ctx::Interval interval)
-{
- std::set<time_t> timestamps;
- std::shared_ptr<Frame> frame = std::make_shared<Frame>(interval);
- for (auto log : *logger) {
- timestamps.insert(log.timestamp);
- if (frame->macs2Counts.find(log.mac) == frame->macs2Counts.end()) {
- frame->macs2Counts[log.mac] = 1;
- } else {
- frame->macs2Counts[log.mac] += 1;
- }
- }
- frame->numberOfTimestamps = timestamps.size();
- return frame;
-}
-
-void ctx::VisitDetector::__shiftCurrentInterval()
-{
- __currentInterval.end += __periodSeconds;
- __currentInterval.start += __periodSeconds;
-}
-
-void ctx::VisitDetector::__detectEntranceOrDeparture(std::shared_ptr<ctx::Frame> frame)
-{
- __entranceToPlace ? __detectDeparture(frame) : __detectEntrance(frame);
- if (__entranceToPlace) {
- for (MacEvent e : *__currentMacEvents) {
- __wifiAPsMap.insert(std::pair<std::string, std::string>(e.mac, e.networkName));
- }
- }
-}
-
-bool ctx::VisitDetector::__isDisjoint(const ctx::Macs2Counts &macs2Counts, const ctx::MacSet &macSet)
-{
- for (auto &mac : macSet) {
- if (macs2Counts.find(mac) != macs2Counts.end())
- return false;
- }
- return true;
-}
-
-bool ctx::VisitDetector::__protrudesFrom(const ctx::Macs2Counts &macs2Counts, const ctx::MacSet &macSet)
-{
- for (auto &macCount : macs2Counts) {
- if (macSet.find(macCount.first) == macSet.end())
- return true;
- }
- return false;
-}
-
-void ctx::VisitDetector::__detectDeparture(std::shared_ptr<ctx::Frame> frame)
-{
- if (__tolerance == VISIT_DETECTOR_TOLERANCE_DEPTH) {
- __departureTime = frame->interval.start;
- __bufferedFrames.clear();
- } else { // __tolerance < VISIT_DETECTOR_TOLERANCE_DEPTH
- __bufferedFrames.push_back(frame);
- }
- if (__isDisjoint(frame->macs2Counts, *__representativesMacs)) {
- if (frame->macs2Counts.empty() || __protrudesFrom(frame->macs2Counts, *__stayMacs)) {
- __tolerance--;
- } else { // no new macs
- __bufferedFrames.clear();
- }
- if (__tolerance == 0) { // departure detected
- __visitEndDetected();
- __processBuffer(frame);
- }
- } else if (__tolerance < VISIT_DETECTOR_TOLERANCE_DEPTH) {
- __tolerance++;
- }
-}
-
-void ctx::VisitDetector::__visitStartDetected()
-{
- __entranceToPlace = true;
-
- __locationEvents.clear();
- if (!__testMode) {
- for (IVisitListener* listener : __listeners) {
- listener->onVisitStart();
- }
- }
- __representativesMacs = __selectRepresentatives(__historyFrames);
- __entranceTime = __historyFrames[0]->interval.start;
- _I("Entrance detected, timestamp: %d", __entranceTime);
- __resetHistory();
-}
-
-void ctx::VisitDetector::__visitEndDetected()
-{
- if (!__testMode) {
- for (IVisitListener* listener : __listeners) {
- listener->onVisitEnd();
- }
- }
- _I("Departure detected, timestamp: %d", __departureTime);
-
- Interval interval(__entranceTime, __departureTime);
- Visit visit(interval, __representativesMacs);
- VisitCateger::categorize(visit);
-
- __putLocationToVisit(visit);
-
- if (__testMode) {
- __detectedVisits->push_back(visit);
- } else {
- __dbInsertVisit(visit);
- __dbInsertWifiAPsMap(visit);
- }
-
- // cleaning
- __entranceToPlace = false;
- __representativesMacs.reset();
- __tolerance = VISIT_DETECTOR_TOLERANCE_DEPTH;
-}
-
-void ctx::VisitDetector::__putLocationToVisit(ctx::Visit &visit)
-{
- // TODO: filter out small accuracy locations?
- std::vector<double> latitudes;
- std::vector<double> longitudes;
- std::vector<double> accuracy;
- visit.locationValid = false;
- for (LocationEvent &location : __locationEvents) {
- if (location.timestamp >= __entranceTime && location.timestamp <= __departureTime) {
- latitudes.push_back(location.coordinates.latitude);
- longitudes.push_back(location.coordinates.longitude);
- accuracy.push_back(location.coordinates.accuracy);
- visit.locationValid = true;
- }
- }
- if (visit.locationValid) {
- visit.location = medianLocation(latitudes, longitudes, accuracy);
- _D("visit location set: lat=%.8f, lon=%.8f, acc=%.8f",
- visit.location.latitude,
- visit.location.longitude,
- visit.location.accuracy);
- } else {
- _D("visit location not set");
- }
-}
-
-void ctx::VisitDetector::__processBuffer(std::shared_ptr<ctx::Frame> frame)
-{
- if (__bufferedFrames.empty()) {
- __historyFrames.push_back(frame);
- } else {
- __historyFrames.push_back(__bufferedFrames[0]);
- for (size_t i = 1; i < __bufferedFrames.size(); i++) {
- __detectEntrance(__bufferedFrames[i]);
- if (__entranceToPlace)
- break;
- }
- }
-}
-
-void ctx::VisitDetector::__detectEntrance(std::shared_ptr<ctx::Frame> currentFrame)
-{
- if (currentFrame->macs2Counts.empty() || __historyFrames.empty()) {
- __resetHistory(currentFrame);
- return;
- }
-
- if (__stableCounter == 0) {
- std::shared_ptr<Frame> oldestHistoryFrame = __historyFrames[0];
- __stayMacs = macSetFromMacs2Counts(oldestHistoryFrame->macs2Counts);
- }
-
- std::shared_ptr<MacSet> currentBeacons = macSetFromMacs2Counts(currentFrame->macs2Counts);
-
- if (similarity::overlapBiggerOverSmaller(*currentBeacons, *__stayMacs) > VISIT_DETECTOR_OVERLAP) {
- __stableCounter++;
- __historyFrames.push_back(currentFrame);
- if (__stableCounter == VISIT_DETECTOR_STABLE_DEPTH) // entrance detected
- __visitStartDetected();
- } else {
- __resetHistory(currentFrame);
- }
- return;
-}
-
-void ctx::VisitDetector::__resetHistory()
-{
- __stableCounter = 0;
- __historyFrames.clear();
-}
-
-void ctx::VisitDetector::__resetHistory(std::shared_ptr<Frame> frame)
-{
- __resetHistory();
- __historyFrames.push_back(frame);
-}
-
-std::shared_ptr<ctx::MacSet> ctx::VisitDetector::__selectRepresentatives(const std::vector<std::shared_ptr<Frame>> &frames)
-{
- Macs2Counts reprs2Counts;
- count_t allCount = 0;
-
- for (auto frame : frames) {
- allCount += frame->numberOfTimestamps;
- for (auto &c : frame->macs2Counts) {
- reprs2Counts[c.first] += c.second;
- }
- }
-
- std::shared_ptr<Macs2Shares> reprs2Shares = __macSharesFromCounts(reprs2Counts, allCount);
-
- share_t maxShare = __calcMaxShare(*reprs2Shares);
- share_t threshold = maxShare < VISIT_DETECTOR_REP_THRESHOLD ? maxShare : VISIT_DETECTOR_REP_THRESHOLD;
-
- std::shared_ptr<MacSet> reprsMacSet = __macSetOfGreaterOrEqualShare(*reprs2Shares, threshold);
-
- return reprsMacSet;
-}
-
-ctx::share_t ctx::VisitDetector::__calcMaxShare(const ctx::Macs2Shares &macs2Shares)
-{
- ctx::share_t maxShare = 0.0;
- for (auto &macShare : macs2Shares) {
- if (macShare.second > maxShare)
- maxShare = macShare.second;
- }
- return maxShare;
-}
-
-std::shared_ptr<ctx::MacSet> ctx::VisitDetector::__macSetOfGreaterOrEqualShare(const ctx::Macs2Shares &macs2Shares, ctx::share_t threshold)
-{
- std::shared_ptr<MacSet> macSet = std::make_shared<MacSet>();
- for (auto &macShare : macs2Shares) {
- if (macShare.second >= threshold)
- macSet->insert(macShare.first);
- }
- return macSet;
-}
-
-std::shared_ptr<ctx::Macs2Shares> ctx::VisitDetector::__macSharesFromCounts(ctx::Macs2Counts const &macs2Counts, ctx::count_t denominator)
-{
- std::shared_ptr<Macs2Shares> macs2Shares(std::make_shared<Macs2Shares>());
- for (auto macCount : macs2Counts) {
- (*macs2Shares)[macCount.first] = (share_t) macCount.second / denominator;
- }
- return macs2Shares;
-}
-
-std::shared_ptr<ctx::Visits> ctx::VisitDetector::__getVisits()
-{
- return __detectedVisits;
-}
-
-void ctx::VisitDetector::__dbCreateTables()
-{
- bool ret = __dbManager->createTable(0, VISIT_TABLE, __VISIT_TABLE_COLUMNS);
- _D("db: Visit Table Creation Result: %s", ret ? "SUCCESS" : "FAIL");
-
- ret = __dbManager->createTable(0, WIFI_APS_MAP_TABLE, __WIFI_APS_MAP_TABLE_COLUMNS);
- _D("db: Wifi AP Map Table Creation Result: %s", ret ? "SUCCESS" : "FAIL");
-}
-
-void ctx::VisitDetector::__putVisitCategToJson(const char* key, const Categs &categs, int categType, Json &data)
-{
- auto categ = categs.find(categType);
- if (categ == categs.end()) {
- _E("json_put_visit no type %d in categs", categType);
- } else {
- data.set(NULL, key, categ->second);
- }
-}
-
-void ctx::VisitDetector::__putVisitCategsToJson(const Categs &categs, Json &data)
-{
- __putVisitCategToJson(VISIT_COLUMN_CATEG_HOME, categs, PLACE_CATEG_ID_HOME, data);
- __putVisitCategToJson(VISIT_COLUMN_CATEG_WORK, categs, PLACE_CATEG_ID_WORK, data);
- __putVisitCategToJson(VISIT_COLUMN_CATEG_OTHER, categs, PLACE_CATEG_ID_OTHER, data);
-}
-
-int ctx::VisitDetector::__dbInsertVisit(Visit visit)
-{
- std::stringstream ss;
- ss << *visit.macSet;
-
- Json data;
- data.set(NULL, VISIT_COLUMN_WIFI_APS, ss.str().c_str());
-
- data.set(NULL, VISIT_COLUMN_LOCATION_VALID, visit.locationValid);
- data.set(NULL, VISIT_COLUMN_LOCATION_LATITUDE, visit.location.latitude);
- data.set(NULL, VISIT_COLUMN_LOCATION_LONGITUDE, visit.location.longitude);
- data.set(NULL, VISIT_COLUMN_LOCATION_ACCURACY, visit.location.accuracy);
-
- data.set(NULL, VISIT_COLUMN_START_TIME, static_cast<int>(visit.interval.start));
- data.set(NULL, VISIT_COLUMN_END_TIME, static_cast<int>(visit.interval.end));
-
-#ifdef TIZEN_ENGINEER_MODE
- std::string startTimeHuman = DebugUtils::humanReadableDateTime(visit.interval.start, "%F %T", 80);
- std::string endTimeHuman = DebugUtils::humanReadableDateTime(visit.interval.end, "%F %T", 80);
- data.set(NULL, VISIT_COLUMN_START_TIME_HUMAN, startTimeHuman.c_str());
- data.set(NULL, VISIT_COLUMN_END_TIME_HUMAN, endTimeHuman.c_str());
- _D("db: visit table insert interval: (%d, %d): (%s, %s)",
- visit.interval.start, visit.interval.end, startTimeHuman.c_str(), endTimeHuman.c_str());
-#else
- _D("db: visit table insert interval: (%d, %d)", visit.interval.start, visit.interval.end);
-#endif /* TIZEN_ENGINEER_MODE */
-
- __putVisitCategsToJson(visit.categs, data);
-
- int64_t rowId;
- bool ret = __dbManager->insertSync(VISIT_TABLE, data, &rowId);
- _D("db: visit table insert result: %s", ret ? "SUCCESS" : "FAIL");
- return ret;
-}
-
-int ctx::VisitDetector::__dbInsertWifiAPsMap(Visit visit)
-{
- std::stringstream query;
- time_t now = time(nullptr);
- const char* separator = " ";
- query << "BEGIN TRANSACTION; \
- REPLACE INTO " WIFI_APS_MAP_TABLE " \
- ( " WIFI_APS_MAP_COLUMN_MAC ", " WIFI_APS_MAP_COLUMN_NETWORK_NAME ", " WIFI_APS_MAP_COLUMN_INSERT_TIME " ) \
- VALUES";
- for (Mac mac : *visit.macSet) {
- // TODO: Add protection from SQL injection in network name!!
- query << separator << "( '" << mac << "', '" << __wifiAPsMap.find(mac)->second << "', '" << now << "' )";
- separator = ", ";
- }
- __wifiAPsMap.clear();
- query << "; \
- END TRANSACTION;";
- bool ret = __dbManager->execute(0, query.str().c_str(), NULL);
- _D("DB Wifi APs map insert request: %s", ret ? "SUCCESS" : "FAIL");
- return ret;
-}
-
-void ctx::VisitDetector::onNewLocation(LocationEvent locationEvent)
-{
- _D("");
- locationEvent.log();
- __locationEvents.push_back(locationEvent);
-};
-
-void ctx::VisitDetector::__setPeriod(PlaceRecogMode energyMode)
-{
- switch (energyMode) {
- case PLACE_RECOG_LOW_POWER_MODE:
- __periodSeconds = VISIT_DETECTOR_PERIOD_SECONDS_LOW_POWER;
- break;
- case PLACE_RECOG_HIGH_ACCURACY_MODE:
- __periodSeconds = VISIT_DETECTOR_PERIOD_SECONDS_HIGH_ACCURACY;
- break;
- default:
- _E("Incorrect energy mode");
- }
-}
-
-void ctx::VisitDetector::setMode(PlaceRecogMode energyMode)
-{
- _D("");
- __setPeriod(energyMode);
- if (__wifiLogger)
- __wifiLogger->setMode(energyMode);
-}
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_VISIT_DETECTOR_H_
-#define _CONTEXT_PLACE_RECOGNITION_VISIT_DETECTOR_H_
-
-#include <memory>
-#include <vector>
-#include <map>
-#include <unordered_map>
-#include <unordered_set>
-#include "user_places_types.h"
-#include <Json.h>
-#include <DatabaseManager.h>
-#include "visit_listener_iface.h"
-#include "location_logger.h"
-#include "location_listener_iface.h"
-#include "wifi_listener_iface.h"
-#include "wifi_logger.h"
-
-namespace ctx {
-
- class VisitDetector : public IWifiListener, ILocationListener {
-
- private:
- bool __testMode;
- std::map<std::string, std::string> __wifiAPsMap;
- std::shared_ptr<Visits> __detectedVisits; // only used in test mode
- LocationLogger *__locationLogger;
- WifiLogger *__wifiLogger;
- std::vector<IVisitListener*> __listeners;
- std::shared_ptr<MacEvents> __currentMacEvents;
- Interval __currentInterval;
- std::vector<LocationEvent> __locationEvents;
- std::vector<std::shared_ptr<Frame>> __historyFrames; // python: history_scans + history_times
- std::vector<std::shared_ptr<Frame>> __bufferedFrames; // python: buffered_scans + buffered_times
- int __stableCounter;
- int __tolerance;
- bool __entranceToPlace;
- int __periodSeconds;
- DatabaseManager *__dbManager;
-
- // fields that are used only in case of entrance detection
- std::shared_ptr<MacSet> __representativesMacs; // macs that represent the current place
- std::shared_ptr<MacSet> __stayMacs; // macs that can appear in the current place
- time_t __entranceTime;
- time_t __departureTime;
-
- bool __isValid(const Mac &mac);
- void __shiftCurrentInterval();
- void __detectEntranceOrDeparture(std::shared_ptr<Frame> frame);
- void __detectEntrance(std::shared_ptr<Frame> frame);
- void __detectDeparture(std::shared_ptr<Frame> frame);
- void __processBuffer(std::shared_ptr<Frame> frame); // python: buffer_analysing
- std::shared_ptr<Frame> __makeFrame(std::shared_ptr<MacEvents> macEvents, Interval interval); // python: scans2fingerprint
- void __resetHistory();
- void __resetHistory(std::shared_ptr<Frame> frame);
- void __visitStartDetected();
- void __visitEndDetected();
- void __putLocationToVisit(Visit &visit);
- std::shared_ptr<MacSet> __selectRepresentatives(const std::vector<std::shared_ptr<Frame>> &frames);
- std::shared_ptr<MacSet> __macSetOfGreaterOrEqualShare(const Macs2Shares &macs2Shares, share_t threshold);
- std::shared_ptr<Macs2Shares> __macSharesFromCounts(Macs2Counts const &macs2Counts, count_t denominator); // python: response_rate
- share_t __calcMaxShare(const Macs2Shares &macs2Shares);
- bool __isDisjoint(const Macs2Counts &macs2Counts, const MacSet &macSet);
- bool __protrudesFrom(const Macs2Counts &macs2Counts, const MacSet &macSet);
- void __setPeriod(PlaceRecogMode mode);
- void __processCurrentLogger();
- std::shared_ptr<Visits> __getVisits();
-
- /* DATABASE */
- void __dbCreateTables();
- int __dbInsertVisit(Visit visit);
- int __dbInsertWifiAPsMap(Visit visit);
- void __putVisitCategToJson(const char* key, const Categs &categs, int categType, Json &data);
- void __putVisitCategsToJson(const Categs &categs, Json &data);
-
- /* INPUT */
- void onWifiScan(MacEvent event);
- void onNewLocation(LocationEvent location);
-
- public:
- VisitDetector(time_t startScan, PlaceRecogMode energyMode = PLACE_RECOG_HIGH_ACCURACY_MODE, bool testMode = false);
- ~VisitDetector();
-
- void setMode(PlaceRecogMode energyMode);
-
- }; /* class VisitDetector */
-
-} /* namespace ctx */
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_VISIT_DETECTOR_H_ */
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_VISIT_LISTENER_IFACE_H_
-#define _CONTEXT_PLACE_RECOGNITION_VISIT_LISTENER_IFACE_H_
-
-namespace ctx {
-
- class IVisitListener {
-
- public:
- virtual ~IVisitListener() {};
- virtual void onVisitStart() = 0;
- virtual void onVisitEnd() = 0;
-
- }; /* class IVisitListener */
-
-} /* namespace ctx */
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_VISIT_LISTENER_IFACE_H_ */
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_WIFI_LISTENER_IFACE_H_
-#define _CONTEXT_PLACE_RECOGNITION_WIFI_LISTENER_IFACE_H_
-
-#include "user_places_types.h"
-
-namespace ctx {
-
- class IWifiListener {
-
- public:
- virtual ~IWifiListener() {};
- virtual void onWifiScan(ctx::MacEvent macEvent) = 0;
-
- }; /* IWifiListener */
-
-} /* namespace ctx */
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_WIFI_LISTENER_IFACE_H_ */
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 <sstream>
-#include <Types.h>
-#include <DatabaseManager.h>
-#include "../place_recognition_types.h"
-#include "debug_utils.h"
-#include "wifi_logger.h"
-
-#define __WIFI_CREATE_TABLE_COLUMNS \
- WIFI_COLUMN_TIMESTAMP " timestamp NOT NULL, "\
- WIFI_COLUMN_BSSID " TEXT NOT NULL, "\
- WIFI_COLUMN_ESSID " TEXT NOT NULL"
-
-#define __WIFI_ERROR_LOG(error) { \
- if (error != WIFI_ERROR_NONE) { \
- _E("ERROR == %s", __wifiError2Str(error)); \
- } else { \
- _D("SUCCESS"); \
- } \
-}
-
-int ctx::WifiLogger::__dbCreateTable()
-{
- ctx::DatabaseManager dbManager;
- bool ret = dbManager.createTable(0, WIFI_TABLE_NAME, __WIFI_CREATE_TABLE_COLUMNS, NULL, NULL);
- _D("Table Creation Request: %s", ret ? "SUCCESS" : "FAIL");
- return ret;
-}
-
-int ctx::WifiLogger::__dbInsertLogs()
-{
- if (__logs.size() > 0) {
- ctx::DatabaseManager dbManager;
- std::stringstream query;
- const char* separator = " ";
- query << "BEGIN TRANSACTION; \
- INSERT INTO " WIFI_TABLE_NAME " \
- ( " WIFI_COLUMN_BSSID ", " WIFI_COLUMN_ESSID ", " WIFI_COLUMN_TIMESTAMP " ) \
- VALUES";
- for (MacEvent mac_event : __logs) {
- query << separator << "( '" << mac_event.mac << "', '" << mac_event.networkName << "', '" << mac_event.timestamp << "' )";
- separator = ", ";
- }
- __logs.clear();
- query << "; \
- END TRANSACTION;";
- bool ret = dbManager.execute(0, query.str().c_str(), NULL);
- _D("DB insert request: %s", ret ? "SUCCESS" : "FAIL");
- return ret;
- }
- _D("__logs vector empty -> nothing to insert");
- return 0;
-}
-
-ctx::WifiLogger::WifiLogger(IWifiListener * listener, PlaceRecogMode energyMode) :
- __timerOn(false),
- __intervalMinutes(WIFI_LOGGER_INTERVAL_MINUTES_HIGH_ACCURACY),
- __listener(listener),
- __lastScanTime(time_t(0)),
- __lasTimerCallbackTime(time_t(0)),
- __duringVisit(false),
- __connectedToWifiAp(false),
- __started(false),
- __running(false)
-{
- _D("CONSTRUCTOR");
-
- __setInterval(energyMode);
-
- if (WIFI_LOGGER_DATABASE)
- __dbCreateTable();
-
- __logs = std::vector<MacEvent>();
-
- __wifiSetDeviceStateChangedCbRequest();
-
- if (WIFI_LOGGER_LOW_POWER_MODE)
- __wifiSetConnectionStateChangedCbRequest();
-
- wifi_connection_state_e state = __wifiGetConnectionStateRequest();
- __connectedToWifiAp = (state == WIFI_CONNECTION_STATE_CONNECTED);
- _D("__connectedToWifiAp = %d, __duringVisit = %d IN CONSTRUCTOR",
- static_cast<int>(__connectedToWifiAp),
- static_cast<int>(__duringVisit));
-}
-
-ctx::WifiLogger::~WifiLogger()
-{
- _D("DESTRUCTOR");
- stopLogging();
-}
-
-void ctx::WifiLogger::__wifiDeviceStateChangedCb(wifi_device_state_e state, void *userData)
-{
- ctx::WifiLogger* wifiLogger = (ctx::WifiLogger *)userData;
- switch (state) {
- case WIFI_DEVICE_STATE_DEACTIVATED:
- _D("WIFI setting OFF");
- if (wifiLogger->__started)
- wifiLogger->__stopLogging();
- break;
- case WIFI_DEVICE_STATE_ACTIVATED:
- _D("WIFI setting ON");
- if (wifiLogger->__started)
- wifiLogger->__startLogging();
- break;
- default:
- break;
- }
-}
-
-void ctx::WifiLogger::__wifiConnectionStateChangedCb(wifi_connection_state_e state, wifi_ap_h ap, void *userData)
-{
- ctx::WifiLogger* wifiLogger = (ctx::WifiLogger *)userData;
- switch (state) {
- case WIFI_CONNECTION_STATE_CONNECTED:
- _D("connected to AP");
- wifiLogger->__connectedToWifiAp = true;
- break;
- default:
- _D("disconnected from AP -> __lastScansPool.clear()");
- wifiLogger->__connectedToWifiAp = false;
- wifiLogger->__lastScansPool.clear();
- break;
- }
- // TODO: Check if AP bssid (MAC Address) will be helpful somehow in LOW_POWER mode
-}
-
-bool ctx::WifiLogger::__wifiFoundApCb(wifi_ap_h ap, void *userData)
-{
- ctx::WifiLogger* wifiLogger = (ctx::WifiLogger *)userData;
-
- char *bssid = NULL;
- int ret = wifiLogger->__wifiApGetBssidRequest(ap, &bssid);
- if (ret != WIFI_ERROR_NONE)
- return false;
-
- char *essid = NULL;
- ret = wifiLogger->__wifiApGetEssidRequest(ap, &essid);
- if (ret != WIFI_ERROR_NONE)
- return false;
-
- Mac mac;
- try {
- mac = Mac(bssid);
- } catch (std::runtime_error &e) {
- _E("Cannot create mac_event. Exception: %s", e.what());
- return false;
- }
-
- MacEvent log(wifiLogger->__lastScanTime, mac, std::string(essid));
- if (wifiLogger->__listener) {
- wifiLogger->__listener->onWifiScan(log);
- if (WIFI_LOGGER_LOW_POWER_MODE
- && (wifiLogger->__connectedToWifiAp || wifiLogger->__duringVisit) ) {
- // Add to last scans AP's set
- wifiLogger->__lastScansPool.insert(std::pair<std::string, std::string>(std::string(bssid), std::string(essid)));
- }
- }
- if (WIFI_LOGGER_DATABASE)
- wifiLogger->__logs.push_back(log);
-
- return true;
-}
-
-const char* ctx::WifiLogger::__wifiError2Str(int error)
-{
- switch (error) {
- case WIFI_ERROR_INVALID_PARAMETER:
- return "WIFI_ERROR_INVALID_PARAMETER";
- case WIFI_ERROR_OUT_OF_MEMORY:
- return "WIFI_ERROR_OUT_OF_MEMORY";
- case WIFI_ERROR_INVALID_OPERATION:
- return "WIFI_ERROR_INVALID_OPERATION";
- case WIFI_ERROR_ADDRESS_FAMILY_NOT_SUPPORTED:
- return "WIFI_ERROR_ADDRESS_FAMILY_NOT_SUPPORTED";
- case WIFI_ERROR_OPERATION_FAILED:
- return "WIFI_ERROR_OPERATION_FAILED";
- case WIFI_ERROR_NO_CONNECTION:
- return "WIFI_ERROR_NO_CONNECTION";
- case WIFI_ERROR_NOW_IN_PROGRESS:
- return "WIFI_ERROR_NOW_IN_PROGRESS";
- case WIFI_ERROR_ALREADY_EXISTS:
- return "WIFI_ERROR_ALREADY_EXISTS";
- case WIFI_ERROR_OPERATION_ABORTED:
- return "WIFI_ERROR_OPERATION_ABORTED";
- case WIFI_ERROR_DHCP_FAILED:
- return "WIFI_ERROR_DHCP_FAILED";
- case WIFI_ERROR_INVALID_KEY:
- return "WIFI_ERROR_INVALID_KEY";
- case WIFI_ERROR_NO_REPLY:
- return "WIFI_ERROR_NO_REPLY";
- case WIFI_ERROR_SECURITY_RESTRICTED:
- return "WIFI_ERROR_SECURITY_RESTRICTED";
- case WIFI_ERROR_PERMISSION_DENIED:
- return "WIFI_ERROR_PERMISSION_DENIED";
- default:
- return "unknown wifi error code";
- }
-}
-
-void ctx::WifiLogger::__wifiScanFinishedCb(wifi_error_e errorCode, void *userData)
-{
- ctx::WifiLogger* wifiLogger = (ctx::WifiLogger *)userData;
-
- time_t now = time(nullptr);
-#ifdef TIZEN_ENGINEER_MODE
- double seconds = 0;
- if (wifiLogger->__lastScanTime > 0) {
- seconds = difftime(now, wifiLogger->__lastScanTime);
- }
- std::string timeStr = DebugUtils::humanReadableDateTime(now, "%T", 9);
- _D("__connectedToWifiAp = %d, __duringVisit = %d, __lastScansPool.size() = %d -> scan %s (from last : %.1fs)",
- static_cast<int>(wifiLogger->__connectedToWifiAp),
- static_cast<int>(wifiLogger->__duringVisit),
- wifiLogger->__lastScansPool.size(),
- timeStr.c_str(),
- seconds);
-#endif /* TIZEN_ENGINEER_MODE */
- wifiLogger->__lastScanTime = now;
-
- int ret = wifiLogger->__wifiForeachFoundApsRequest(userData);
- if (ret != WIFI_ERROR_NONE)
- return;
- if (WIFI_LOGGER_DATABASE)
- wifiLogger->__dbInsertLogs();
-}
-
-bool ctx::WifiLogger::__checkWifiIsActivated()
-{
- bool wifiActivated = true;
- int ret = __wifiWrapper.isActivated(&wifiActivated);
- __WIFI_ERROR_LOG(ret);
- _D("Wi-Fi is %s", wifiActivated ? "ON" : "OFF");
- return wifiActivated;
-}
-
-void ctx::WifiLogger::__wifiScanRequest()
-{
- int ret = __wifiWrapper.scan(__wifiScanFinishedCb, this);
- __WIFI_ERROR_LOG(ret);
-}
-
-int ctx::WifiLogger::__wifiForeachFoundApsRequest(void *userData)
-{
- int ret = __wifiWrapper.foreachFoundAP(__wifiFoundApCb, userData);
- __WIFI_ERROR_LOG(ret);
- return ret;
-}
-
-wifi_connection_state_e ctx::WifiLogger::__wifiGetConnectionStateRequest()
-{
- wifi_connection_state_e connectionState;
- int ret = __wifiWrapper.getConnectionState(&connectionState);
- __WIFI_ERROR_LOG(ret);
- return connectionState;
-}
-
-void ctx::WifiLogger::__wifiSetBackgroundScanCbRequest()
-{
- int ret = __wifiWrapper.setBackgroundScanCb(__wifiScanFinishedCb, this);
- __WIFI_ERROR_LOG(ret);
-}
-
-void ctx::WifiLogger::__wifiSetDeviceStateChangedCbRequest()
-{
- int ret = __wifiWrapper.setDeviceStateChangedCb(__wifiDeviceStateChangedCb, this);
- __WIFI_ERROR_LOG(ret);
-}
-
-void ctx::WifiLogger::__wifiSetConnectionStateChangedCbRequest()
-{
- int ret = __wifiWrapper.setConnectionStateChangedCb(__wifiConnectionStateChangedCb, this);
- __WIFI_ERROR_LOG(ret);
-}
-
-int ctx::WifiLogger::__wifiApGetEssidRequest(wifi_ap_h ap, char **essid)
-{
- int ret = __wifiWrapper.getEssidFromAP(ap, essid);
- __WIFI_ERROR_LOG(ret);
- return ret;
-}
-
-int ctx::WifiLogger::__wifiApGetBssidRequest(wifi_ap_h ap, char **bssid)
-{
- int ret = __wifiWrapper.getBssidFromAP(ap, bssid);
- __WIFI_ERROR_LOG(ret);
- return ret;
-}
-
-bool ctx::WifiLogger::__checkTimerId(int id)
-{
- _D("id == %d, __timerId == %d", id, __timerId);
- return id == __timerId;
-}
-
-/*
- * Accepted time from last callback is >= than minimum interval
- */
-bool ctx::WifiLogger::__checkTimerTime(time_t now)
-{
- double seconds = 0;
- if (__lasTimerCallbackTime > 0) {
- seconds = difftime(now, __lasTimerCallbackTime);
- if (seconds < WIFI_LOGGER_ACTIVE_SCANNING_MIN_INTERVAL) {
- _D("last == %d, now == %d, diff = %.1fs -> Incorrect timer callback", __lasTimerCallbackTime, now, seconds);
- return false;
- } else {
- _D("last == %d, now == %d, diff = %.1fs -> Correct timer callback", __lasTimerCallbackTime, now, seconds);
- }
- } else {
- _D("last == %d, now == %d -> First callback", __lasTimerCallbackTime, now);
- }
- __lasTimerCallbackTime = now;
- return true;
-}
-
-bool ctx::WifiLogger::onTimerExpired(int id)
-{
- time_t now = time(nullptr);
- _D("");
- if (__checkTimerId(id) == false) // Incorrect callback call
- return false;
- if (__checkTimerTime(now) == false) // Prevention from double callback call bug
- return __timerOn;
- _D("__connectedToWifiAp = %d, __duringVisit = %d, __lastScansPool.size() = %d",
- static_cast<int>(__connectedToWifiAp),
- static_cast<int>(__duringVisit),
- __lastScansPool.size());
- if (WIFI_LOGGER_LOW_POWER_MODE
- && __duringVisit
- && __connectedToWifiAp
- && __lastScansPool.size() > 0) {
- _D("trying to send fake scan");
- if (__listener) {
- _D("__listener != false -> CORRECT");
- for (std::pair<std::string, std::string> ap : __lastScansPool) {
- Mac mac(ap.first);
- MacEvent scan(now, mac, ap.second);
- _D("send fake scan (%s, %s)", ap.first.c_str(), ap.second.c_str());
- __listener->onWifiScan(scan);
- }
- }
- } else {
- __wifiScanRequest();
- }
- return __timerOn;
-}
-
-void ctx::WifiLogger::startLogging()
-{
- _D("");
- __started = true;
- __startLogging();
-}
-
-void ctx::WifiLogger::__startLogging()
-{
- _D("");
- if (!__checkWifiIsActivated() || __running)
- return;
- __running = true;
-
- if (WIFI_LOGGER_ACTIVE_SCANNING) {
- __timerStart(__intervalMinutes);
- __wifiScanRequest();
- }
- if (WIFI_LOGGER_PASSIVE_SCANNING)
- __wifiSetBackgroundScanCbRequest();
-}
-
-void ctx::WifiLogger::stopLogging()
-{
- _D("");
- __started = false;
- __stopLogging();
-}
-
-void ctx::WifiLogger::__stopLogging()
-{
- _D("");
- if (!__running)
- return;
- if (WIFI_LOGGER_ACTIVE_SCANNING) {
- // Unset timer
- __timerOn = false;
- // Remove timer
- __timerManager.remove(__timerId);
- }
- if (WIFI_LOGGER_PASSIVE_SCANNING)
- __wifiWrapper.unsetBackgroundScanCb();
- __running = false;
-}
-
-void ctx::WifiLogger::__timerStart(time_t minutes)
-{
- __timerOn = true;
- __timerId = __timerManager.setFor(minutes, this);
- _D("%s (minutes=%d)", __timerId >= 0 ? "SUCCESS" : "ERROR", minutes);
-}
-
-void ctx::WifiLogger::onVisitStart()
-{
- _D("");
- __duringVisit = true;
-}
-
-void ctx::WifiLogger::onVisitEnd()
-{
- _D("__lastScansPool.clear()");
- __duringVisit = false;
- __lastScansPool.clear();
-}
-
-void ctx::WifiLogger::__setInterval(PlaceRecogMode energyMode)
-{
- switch (energyMode) {
- case PLACE_RECOG_LOW_POWER_MODE:
- __intervalMinutes = WIFI_LOGGER_INTERVAL_MINUTES_LOW_POWER;
- break;
- case PLACE_RECOG_HIGH_ACCURACY_MODE:
- __intervalMinutes = WIFI_LOGGER_INTERVAL_MINUTES_HIGH_ACCURACY;
- break;
- default:
- _E("Incorrect energy mode");
- }
-}
-
-void ctx::WifiLogger::__timerRestart()
-{
- __timerManager.remove(__timerId);
- __timerStart(__intervalMinutes);
-}
-
-void ctx::WifiLogger::setMode(PlaceRecogMode energyMode)
-{
- _D("");
- __setInterval(energyMode);
- if (WIFI_LOGGER_ACTIVE_SCANNING && __timerOn)
- __timerRestart();
-}
+++ /dev/null
-/*
- * Copyright (c) 2016 Samsung Electronics Co., Ltd.
- *
- * 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 _CONTEXT_PLACE_RECOGNITION_WIFI_LOGGER_H_
-#define _CONTEXT_PLACE_RECOGNITION_WIFI_LOGGER_H_
-
-#include <WifiWrapper.h>
-#include <time.h>
-#include <vector>
-#include <map>
-#include <TimerManager.h>
-#include "wifi_listener_iface.h"
-#include "visit_listener_iface.h"
-#include "user_places_params.h"
-
-/* Database usage flag */
-#define WIFI_LOGGER_DATABASE false
-
-/* Active scanning usage flag */
-#define WIFI_LOGGER_ACTIVE_SCANNING true
-
-/* Passive scanning usage flag */
-#define WIFI_LOGGER_PASSIVE_SCANNING true
-
-/* Active scanning minimum interval in seconds */
-#define WIFI_LOGGER_ACTIVE_SCANNING_MIN_INTERVAL 10
-
-/*
- * Low power scanning usage flag
- * (When phone is connected to some WiFi Access Point
- * last scan data is returned instead of new scan triggering)
- */
-#define WIFI_LOGGER_LOW_POWER_MODE false
-
-namespace ctx {
-
- class WifiLogger : public ITimerListener, public IVisitListener {
-
- public:
- WifiLogger(IWifiListener * listener = nullptr,
- PlaceRecogMode energyMode = PLACE_RECOG_HIGH_ACCURACY_MODE);
- ~WifiLogger();
-
- void startLogging();
- void stopLogging();
- void setMode(PlaceRecogMode energyMode);
-
- private:
- /* INPUT */
- void onVisitStart();
- void onVisitEnd();
-
- bool onTimerExpired(int timerId);
-
- /* TIMER */
- bool __timerOn;
- int __timerId;
- int __intervalMinutes;
- TimerManager __timerManager;
- void __setInterval(PlaceRecogMode energyMode);
- bool __checkTimerId(int id);
- bool __checkTimerTime(time_t now);
- void __timerStart(time_t minutes);
- void __timerRestart();
-
- /* DATABASE */
- static int __dbCreateTable();
- int __dbInsertLogs();
-
- /* SYSTEM CAPI WRAPPERS */
- WifiWrapper __wifiWrapper;
- void __wifiSetBackgroundScanCbRequest();
- void __wifiSetDeviceStateChangedCbRequest();
- void __wifiSetConnectionStateChangedCbRequest();
- bool __checkWifiIsActivated();
- void __wifiScanRequest();
- int __wifiForeachFoundApsRequest(void *userData);
- wifi_connection_state_e __wifiGetConnectionStateRequest();
- int __wifiApGetEssidRequest(wifi_ap_h ap, char **essid);
- int __wifiApGetBssidRequest(wifi_ap_h ap, char **bssid);
-
- /* SYSTEM CAPI CALLBACKS */
- static void __wifiDeviceStateChangedCb(wifi_device_state_e state, void *userData);
- static void __wifiConnectionStateChangedCb(wifi_connection_state_e state, wifi_ap_h ap, void *userData);
- static bool __wifiFoundApCb(wifi_ap_h ap, void *userData);
- static void __wifiScanFinishedCb(wifi_error_e errorCode, void *userData);
-
- IWifiListener * const __listener;
- std::vector<MacEvent> __logs;
- std::map<std::string, std::string> __lastScansPool; // Mac address to network name map
- time_t __lastScanTime;
- time_t __lasTimerCallbackTime;
- bool __duringVisit;
- bool __connectedToWifiAp;
- bool __started;
- bool __running;
-
- void __startLogging();
- void __stopLogging();
- static const char* __wifiError2Str(int error);
-
- }; /* class WifiLogger */
-
-} /* namespace ctx */
-
-#endif /* End of _CONTEXT_PLACE_RECOGNITION_WIFI_LOGGER_H_ */
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 "debug_utils.h"
+#include <Types.h>
+#include <iomanip>
+
+/*
+ * Number of digits after decimal point used in geo coordinates.
+ */
+#define GEO_LOCATION_PRECISION 7
+
+std::string ctx::DebugUtils::humanReadableDateTime(time_t timestamp, std::string format, size_t size, bool utc)
+{
+ struct tm timeinfo;
+ struct tm *result;
+ tzset();
+ if (utc) {
+ format += " UTC";
+ size += 4;
+ result = gmtime_r(×tamp, &timeinfo);
+ } else {
+ result = localtime_r(×tamp, &timeinfo);
+ }
+ char buffer[size];
+ if (result) {
+ strftime(buffer, size, format.c_str(), &timeinfo);
+ } else {
+ snprintf(buffer, size, "NULL");
+ }
+ return std::string(buffer);
+}
+
+void ctx::DebugUtils::printPlace2Stream(const Place &place, std::ostream &out)
+{
+ out << "PLACE:" << std::endl;
+ out << "__CATEGORY: " << place.name << std::endl;
+ if (place.locationValid) {
+ out << "__LOCATION: lat=" << std::setprecision(GEO_LOCATION_PRECISION + 2) << place.location.latitude;
+ out << ", lon=" << place.location.longitude << std::setprecision(5) << std::endl;
+ }
+ out << "__WIFI:" << std::endl;
+ for (std::pair<std::string, std::string> ap : place.wifiAps) {
+ out << "____ " << ap.first << " : " << ap.second << std::endl;
+ }
+ out << "__CREATE_DATE: " << humanReadableDateTime(place.createDate, "%F %T", 80) << std::endl;
+}
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 _CONTEXT_PLACE_RECOGNITION_DEBUG_UTILS_H_
+#define _CONTEXT_PLACE_RECOGNITION_DEBUG_UTILS_H_
+
+#include <string>
+#include <ctime>
+#include <iostream>
+#include <MyPlaceTypes.h>
+
+namespace ctx {
+
+ class DebugUtils {
+
+ public:
+ static std::string humanReadableDateTime(time_t timestamp, std::string format, size_t size, bool utc = false);
+ static void printPlace2Stream(const Place &place, std::ostream &out);
+
+ }; /* class DebugUtils */
+
+} /* namespace ctx */
+
+#endif /* End of _CONTEXT_PLACE_RECOGNITION_DEBUG_UTILS_H_ */
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 "gmap.h"
+#include <iostream>
+#include <fstream>
+
+const std::string ctx::Gmap::__HTML_HEADER = R"(
+<!DOCTYPE html>
+<html>
+ <head>
+ <meta name="viewport" content="initial-scale=1.0, user-scalable=no">
+ <meta charset="utf-8">
+ <title>Simple markers</title>
+ <style>
+ html, body, #map-canvas {
+ height: 100%;
+ margin: 0px;
+ padding: 0px
+ }
+ </style>
+ <script src="https://maps.googleapis.com/maps/api/js?v=3.exp&signed_in=true"></script>
+ <script>
+function initialize() {
+ var mapOptions = {
+ zoom: 2,
+ center: new google.maps.LatLng(20,60)
+ }
+ var map = new google.maps.Map(document.getElementById('map-canvas'), mapOptions);
+)";
+
+const std::string ctx::Gmap::__HTML_FOOTER = R"(
+}
+
+google.maps.event.addDomListener(window, 'load', initialize);
+
+ </script>
+ </head>
+ <body>
+ <div id="map-canvas"></div>
+ </body>
+</html>
+)";
+
+std::string ctx::Gmap::__iconForCategId(PlaceCategId categId)
+{
+ switch (categId) {
+ case PLACE_CATEG_ID_HOME: return "markerH.png";
+ case PLACE_CATEG_ID_WORK: return "markerW.png";
+ case PLACE_CATEG_ID_OTHER: return "markerO.png";
+ case PLACE_CATEG_ID_NONE: return "markerN.png";
+ default: return "markerD.png";
+ }
+}
+
+void ctx::Gmap::__placeMarker2Stream(const ctx::Place& place, std::ostream& out)
+{
+ if (place.locationValid) {
+ out << "new google.maps.Marker({" << std::endl;
+ out << " position: new google.maps.LatLng(" << place.location.latitude << "," << place.location.longitude << ")," << std::endl;
+ out << " map: map," << std::endl;
+ out << " icon: \"http://maps.google.com/mapfiles/" << __iconForCategId(place.categId)<< "\"" << std::endl;
+ out << "});" << std::endl;
+ }
+}
+
+void ctx::Gmap::__html2Stream(const std::vector<std::shared_ptr<ctx::Place>>& places, std::ostream& out)
+{
+ out << __HTML_HEADER;
+ for (std::shared_ptr<ctx::Place> place : places) {
+ __placeMarker2Stream(*place, out);
+ }
+ out << __HTML_FOOTER;
+}
+
+void ctx::Gmap::writeMap(const std::vector<std::shared_ptr<ctx::Place>>& places)
+{
+ std::ofstream out(GMAP_FILE);
+ __html2Stream(places, out);
+}
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 _CONTEXT_PLACE_RECOGNITION_GMAP_H_
+#define _CONTEXT_PLACE_RECOGNITION_GMAP_H_
+
+#include "../facade/user_places_types.h"
+
+#define GMAP_FILE "/tmp/user_places_map.html"
+
+namespace ctx {
+
+ /*
+ * Class for generating a HTML page with GoogleMaps with all user places.
+ * This class is for test/demo purposes only. TODO: Remove this class from final solution.
+ */
+ class Gmap {
+
+ private:
+ static const std::string __HTML_HEADER;
+ static const std::string __HTML_FOOTER;
+ static std::string __iconForCategId(PlaceCategId categId);
+ static void __placeMarker2Stream(const Place& place, std::ostream& out);
+ static void __html2Stream(const std::vector<std::shared_ptr<Place>>& places, std::ostream& out);
+
+ public:
+ static void writeMap(const std::vector<std::shared_ptr<Place>>& places);
+
+ }; /* class Gmap */
+
+} /* namespace ctx */
+
+#endif /* End of _CONTEXT_PLACE_RECOGNITION_GMAP_H_ */
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 <algorithm>
+#include <Types.h>
+#include "median.h"
+
+static bool compareFun(std::pair<double, int> &i, std::pair<double, int> &j) {
+ return (i.first < j.first);
+}
+
+double ctx::median(std::vector<double> &values, int &elemIdx, int &evenCaseElemIdx)
+{
+ if (values.empty()) {
+ _E("Median of empty set");
+ return -1;
+ }
+ std::vector<std::pair<double, int>> valuesTemp;
+ for (size_t i = 0; i < values.size(); i++) {
+ valuesTemp.push_back(std::pair<double, int>(values[i], i));
+ }
+ int n = valuesTemp.size() / 2;
+ std::nth_element(valuesTemp.begin(), valuesTemp.begin() + n, valuesTemp.end(), compareFun);
+ std::pair<double, int> valuesTempN = valuesTemp[n];
+ elemIdx = valuesTempN.second;
+ if (valuesTemp.size() % 2 == 1) { //odd size
+ evenCaseElemIdx = -1;
+ return valuesTempN.first;
+ } else { // even size
+ std::nth_element(valuesTemp.begin(), valuesTemp.begin() + n - 1, valuesTemp.end());
+ evenCaseElemIdx = valuesTemp[n - 1].second;
+ return 0.5 * (valuesTempN.first + valuesTemp[n - 1].first);
+ }
+}
+
+ctx::Location ctx::medianLocation(std::vector<double> &latitudes, std::vector<double> &longitudes, std::vector<double> &accuracy)
+{
+ ctx::Location location;
+ if (latitudes.empty() || latitudes.size() != longitudes.size() || latitudes.size() != accuracy.size()) {
+ _E("Incorrect input vectors size");
+ return location;
+ }
+ int idx;
+ int additionalIdx;
+ location.latitude = median(latitudes, idx, additionalIdx);
+ double latitudeAccuracy = accuracy[idx];
+ if (additionalIdx >= 0) {
+ latitudeAccuracy = 0.5 * (latitudeAccuracy + accuracy[additionalIdx]);
+ }
+ location.longitude = median(longitudes, idx, additionalIdx);
+ double longitudeAccuracy = accuracy[idx];
+ if (additionalIdx >= 0) {
+ longitudeAccuracy = 0.5 * (longitudeAccuracy + accuracy[additionalIdx]);
+ }
+ location.accuracy = 0.5 * (latitudeAccuracy + longitudeAccuracy);
+ return location;
+}
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 _CONTEXT_PLACE_RECOGNITION_MEDIAN_
+#define _CONTEXT_PLACE_RECOGNITION_MEDIAN_
+
+#include "../facade/user_places_types.h"
+#include <vector>
+
+namespace ctx {
+
+ double median(std::vector<double> &values, int &elemIdx, int &evenCaseElemIdx);
+ ctx::Location medianLocation(std::vector<double> &latitudes, std::vector<double> &longitudes, std::vector<double> &accuracy);
+
+} /* namespace ctx */
+
+#endif /* End of _CONTEXT_PLACE_RECOGNITION_MEDIAN_ */
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 _CONTEXT_PLACE_RECOGNITION_SIMILAR_H_
+#define _CONTEXT_PLACE_RECOGNITION_SIMILAR_H_
+
+#include "../facade/user_places_types.h"
+
+namespace ctx {
+
+namespace similarity {
+
+ template <class T> ctx::share_t overlap1stOver2nd(const T &s1, const T &s2)
+ {
+ if (s2.empty())
+ return 0;
+ int count = 0;
+ for (auto e : s2) {
+ if (s1.find(e) != s1.end())
+ count++;
+ }
+ return (ctx::share_t) count / s2.size();
+ }
+
+ template <class T> ctx::share_t overlapBiggerOverSmaller(const T &s1, const T &s2)
+ {
+ if (s1.size() > s2.size()) {
+ return similarity::overlap1stOver2nd(s1, s2);
+ } else {
+ return similarity::overlap1stOver2nd(s2, s1);
+ }
+ }
+
+ template <class T> bool isJoint(const T &s1, const T &s2)
+ {
+ for (auto e : s2) {
+ if (s1.find(e) != s1.end())
+ return true;
+ }
+ return false;
+ }
+
+} /* namespace similarity */
+
+} /* namespace ctx */
+
+#endif /* End of _CONTEXT_PLACE_RECOGNITION_SIMILAR_H_ */
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 "mahal.h"
+#include <math.h>
+#include <Types.h>
+
+ctx::num_t ctx::MahalModel::__distance(const std::vector<num_t> &v1, const std::vector<num_t> &v2, const std::vector<num_t> &m)
+{
+ size_t n = v1.size();
+ if (m.size() != n * n) {
+ _E("m.size() != n * n");
+ return 0.0; // this value does not make any sense
+ }
+
+ std::vector<num_t> diff(n);
+ for (size_t i = 0; i < n; i++) {
+ diff[i] = v2[i] - v1[i];
+ }
+
+ num_t dist2 = 0; // squared distance
+ for (size_t j = 0; j < n; j++) {
+ for (size_t i = 0; i < n; i++) {
+ dist2 += m[i * n + j] * diff[i] * diff[j];
+ }
+ }
+ return sqrt(dist2);
+}
+
+ctx::num_t ctx::MahalModel::distance(const std::vector<ctx::num_t> &v)
+{
+ return __distance(v, __mean, __sigma);
+}
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 _CONTEXT_PLACE_RECOGNITION_MAHAL_H_
+#define _CONTEXT_PLACE_RECOGNITION_MAHAL_H_
+
+#include <vector>
+#include "../facade/user_places_types.h"
+
+namespace ctx {
+
+ /*
+ * Class for Mahalanobis distance computation.
+ */
+ class MahalModel {
+
+ private:
+ std::vector<num_t> __mean;
+ std::vector<num_t> __sigma; // represents square matrix row-wise
+ static num_t __distance(const std::vector<num_t> &v1, const std::vector<num_t> &v2, const std::vector<num_t> &m);
+
+ public:
+ MahalModel(std::vector<num_t> mean, std::vector<num_t> sigma) :
+ __mean(mean),
+ __sigma(sigma) { }
+ num_t distance(const std::vector<num_t> &v);
+
+ }; /* class MahalModel */
+
+} /* namespace ctx */
+
+#endif /* End of _CONTEXT_PLACE_RECOGNITION_MAHAL_H_ */
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 "piecewise_lin.h"
+#include <Types.h>
+
+ctx::PiecewiseLin::PiecewiseLin(std::vector<num_t> xs, std::vector<num_t> vs) :
+ __xs(xs),
+ __vs(vs),
+ __n(xs.size())
+{
+ if (xs.size() != vs.size()) {
+ _E("Input arguments have different sizes");
+ return;
+ }
+}
+
+ctx::num_t ctx::PiecewiseLin::value(num_t x)
+{
+ if (x <= __xs[0]) {
+ return __vs[0];
+ } else if (x >= __xs[__n-1]) {
+ return __vs[__n - 1];
+ } else {
+ num_t xp = __xs[0];
+ for (size_t i = 1; i < __n; i++) {
+ num_t xn = __xs[i];
+ if (x <= xn) {
+ num_t d = xn - xp;
+ num_t dxp = x - xp;
+ num_t dxn = xn - x;
+ return (dxn * __vs[i-1] + dxp * __vs[i]) / d;
+ }
+ xp = xn;
+ }
+ }
+ _E("Function should return result earlier");
+ return 0.0; // this value does not make any sense
+}
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 _CONTEXT_PLACE_RECOGNITION_PIECEWISE_LIN_
+#define _CONTEXT_PLACE_RECOGNITION_PIECEWISE_LIN_
+
+#include "../facade/user_places_types.h"
+
+namespace ctx {
+
+ /*
+ * Piecewise linear function. Used for approximation.
+ */
+ class PiecewiseLin {
+
+ private:
+ std::vector<num_t> __xs; // nodes
+ std::vector<num_t> __vs; // values in nodes
+ size_t __n;
+
+ public:
+ PiecewiseLin(std::vector<num_t> xs, std::vector<num_t> vs);
+ num_t value(num_t x);
+
+ }; /* PiecewiseLin */
+
+} /* namespace ctx */
+
+#endif /* End of _CONTEXT_PLACE_RECOGNITION_PIECEWISE_LIN_ */
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 _CONTEXT_PLACE_RECOGNITION_FEATURES_MODEL_H_
+#define _CONTEXT_PLACE_RECOGNITION_FEATURES_MODEL_H_
+
+namespace ctx {
+
+namespace prob_features {
+
+ /*
+ * Probabilities for whole week <monday ÷ sunday> with minutes resolution
+ * from beginning of the week (sunday -> monday midnight) <0, 10080).
+ * Key is PlaceCategId:
+ * PLACE_CATEG_ID_HOME
+ * PLACE_CATEG_ID_WORK
+ * PLACE_CATEG_ID_OTHER
+ */
+ std::map<PlaceCategId, std::vector<num_t>> weekModel {
+ { PLACE_CATEG_ID_HOME,
+ {
+ 0.9824561403508770,
+ 0.9824561403508770,
+ 0.9824561403508770,
+ 0.9824561403508770,
+ 0.9827586206896550,
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+ 0.0980392156862745,
+ 0.1000000000000000,
+ 0.1000000000000000,
+ 0.1000000000000000,
+ 0.1020408163265310,
+ 0.1000000000000000,
+ 0.1000000000000000,
+ 0.1000000000000000,
+ 0.1000000000000000,
+ 0.1000000000000000,
+ 0.1000000000000000,
+ 0.0980392156862745,
+ 0.0980392156862745,
+ 0.0980392156862745,
+ 0.0980392156862745,
+ 0.0980392156862745,
+ 0.0980392156862745,
+ 0.0980392156862745,
+ 0.0980392156862745,
+ 0.0980392156862745,
+ 0.0800000000000000,
+ 0.0800000000000000,
+ 0.0800000000000000,
+ 0.0800000000000000,
+ 0.0800000000000000,
+ 0.0800000000000000,
+ 0.0800000000000000,
+ 0.0800000000000000,
+ 0.0800000000000000,
+ 0.0800000000000000,
+ 0.0800000000000000,
+ 0.0800000000000000,
+ 0.0800000000000000,
+ 0.0800000000000000,
+ 0.0800000000000000,
+ 0.0816326530612245,
+ 0.1000000000000000,
+ 0.1000000000000000,
+ 0.0980392156862745,
+ 0.0980392156862745,
+ 0.0961538461538462,
+ 0.0961538461538462,
+ 0.0961538461538462,
+ 0.0961538461538462,
+ 0.0961538461538462,
+ 0.0961538461538462,
+ 0.0943396226415094,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0909090909090909,
+ 0.0909090909090909,
+ 0.0909090909090909,
+ 0.0909090909090909,
+ 0.0909090909090909,
+ 0.0909090909090909,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0925925925925926,
+ 0.0909090909090909,
+ 0.0740740740740741,
+ 0.0727272727272727,
+ 0.0727272727272727,
+ 0.0727272727272727,
+ 0.0714285714285714,
+ 0.0545454545454545,
+ 0.0545454545454545,
+ 0.0535714285714286,
+ 0.0535714285714286,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0363636363636364,
+ 0.0357142857142857,
+ 0.0357142857142857,
+ 0.0357142857142857,
+ 0.0357142857142857,
+ 0.0357142857142857,
+ 0.0357142857142857,
+ 0.0357142857142857,
+ 0.0357142857142857,
+ 0.0357142857142857,
+ 0.0350877192982456,
+ 0.0350877192982456,
+ 0.0350877192982456,
+ 0.0350877192982456,
+ 0.0350877192982456,
+ 0.0350877192982456,
+ 0.0350877192982456,
+ 0.0350877192982456,
+ 0.0344827586206897,
+ 0.0344827586206897,
+ 0.0344827586206897,
+ 0.0344827586206897,
+ 0.0175438596491228,
+ 0.0175438596491228,
+ 0.0175438596491228
+ }
+ }
+ };
+
+} /* namespace prob_features */
+
+} /* namespace ctx */
+
+#endif /* End of _CONTEXT_PLACE_RECOGNITION_FEATURES_MODEL_H_ */
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 "visit_categer.h"
+#include "mahal.h"
+#include <time.h>
+#include "prob_features_model.h"
+#include <Types.h>
+
+// categorizer model parameters trained offline (implemented in python):
+const std::map<int, ctx::MahalModel> ctx::VisitCateger::__models({
+{
+ PLACE_CATEG_ID_HOME,
+ ctx::MahalModel(
+ {
+ 0.588408417316, 0.475154840361, -0.564085141865, 0.077711893790, 0.782630398597, -0.650926403250, -0.101943950378
+ },
+ {
+ 0.797977863370, -0.133179879257, 0.242803062646, -0.059448581046, -0.117039646748, 0.097645535057, 0.014250290052,
+ -0.133179879257, 1.028900241400, -0.252245407243, 0.058455883835, -0.283950879851, 0.172204076583, 0.247906065767,
+ 0.242803062646, -0.252245407243, 1.832134785177, 0.327188225606, 0.874905851092, -0.371088938012, -1.289816938938,
+ -0.059448581046, 0.058455883835, 0.327188225606, 1.455090164348, 0.138363721074, 0.216985279422, -1.113021128017,
+ -0.117039646748, -0.283950879851, 0.874905851092, 0.138363721074, 1.379674755873, -0.977922749615, -0.738895486376,
+ 0.097645535057, 0.172204076583, -0.371088938012, 0.216985279422, -0.977922749615, 0.899928922718, -0.158101631251,
+ 0.014250290052, 0.247906065767, -1.289816938938, -1.113021128017, -0.738895486376, -0.158101631251, 2.644105309746
+ })
+},
+{
+ PLACE_CATEG_ID_WORK,
+ ctx::MahalModel(
+ {
+ -0.128092670982, -0.762177819157, 0.262924477521, -0.412038966097, -1.049141893517, 1.104760800499, -0.628939955525
+ },
+ {
+ 15.751249839350, 11.389025401325, -9.885346240379, -0.010809392387, -1.308837060762, 0.970778241189, 0.558946631235,
+ 11.389025401325, 12.830223040140, -8.517695939156, 0.293693134532, -0.845784968295, 1.418175236596, -2.246658259974,
+ -9.885346240379, -8.517695939156, 10.222750966685, 0.390448668966, 1.095218945062, -0.403733435617, -1.815103304859,
+ -0.010809392387, 0.293693134532, 0.390448668966, 2.256864603458, 0.632080300647, -0.019551779384, -1.751417951792,
+ -1.308837060762, -0.845784968295, 1.095218945062, 0.632080300647, 3.132753467561, -1.427748733399, -4.291958669471,
+ 0.970778241189, 1.418175236596, -0.403733435617, -0.019551779384, -1.427748733399, 1.183055586213, 0.200571452172,
+ 0.558946631235, -2.246658259974, -1.815103304859, -1.751417951792, -4.291958669471, 0.200571452172, 11.668888615934
+ })
+},
+{
+ PLACE_CATEG_ID_OTHER,
+ ctx::MahalModel(
+ {
+ -0.542340098504, 0.184789511765, 0.387451546413, 0.301902661472, 0.109392397093, -0.310468874039, 0.709513920221
+ },
+ {
+ 2.153884992301, -0.129488409324, 0.136236052776, -0.138043678532, -0.227492557156, 0.117810812390, 0.265072329266,
+ -0.129488409324, 3.165213522741, -1.751520714507, 0.467831090302, -0.483916138161, 0.376293684450, 0.149387541935,
+ 0.136236052776, -1.751520714507, 2.483475248800, 0.384085303028, 0.338642175318, -0.052000492068, -0.801404345627,
+ -0.138043678532, 0.467831090302, 0.384085303028, 1.972390458477, -0.025332052563, 0.393845805027, -1.225948397955,
+ -0.227492557156, -0.483916138161, 0.338642175318, -0.025332052563, 0.890301343360, -0.549163112351, -0.746838701215,
+ 0.117810812390, 0.376293684450, -0.052000492068, 0.393845805027, -0.549163112351, 0.474674836872, 0.012417969474,
+ 0.265072329266, 0.149387541935, -0.801404345627, -1.225948397955, -0.746838701215, 0.012417969474, 2.104629121515
+ })
+}});
+
+ctx::PiecewiseLin ctx::VisitCateger::__chiApprox(
+{
+ 0. , 0.01, 0.02, 0.03, 0.04, 0.05, 0.06, 0.07, 0.08,
+ 0.09, 0.1 , 0.11, 0.12, 0.13, 0.14, 0.15, 0.16, 0.17,
+ 0.18, 0.19, 0.2 , 0.21, 0.22, 0.23, 0.24, 0.25, 0.26,
+ 0.27, 0.28, 0.29, 0.3 , 0.31, 0.32, 0.33, 0.34, 0.35,
+ 0.36, 0.37, 0.38, 0.39, 0.4 , 0.41, 0.42, 0.43, 0.44,
+ 0.45, 0.46, 0.47, 0.48, 0.49, 0.5 , 0.51, 0.52, 0.53,
+ 0.54, 0.55, 0.56, 0.57, 0.58, 0.59, 0.6 , 0.61, 0.62,
+ 0.63, 0.64, 0.65, 0.66, 0.67, 0.68, 0.69, 0.7 , 0.71,
+ 0.72, 0.73, 0.74, 0.75, 0.76, 0.77, 0.78, 0.79, 0.8 ,
+ 0.81, 0.82, 0.83, 0.84, 0.85, 0.86, 0.87, 0.88, 0.89,
+ 0.9 , 0.91, 0.92, 0.93, 0.94, 0.95, 0.96, 0.97, 0.98,
+ 0.99, 1. , 1.01, 1.02, 1.03, 1.04, 1.05, 1.06, 1.07,
+ 1.08, 1.09, 1.1 , 1.11, 1.12, 1.13, 1.14, 1.15, 1.16,
+ 1.17, 1.18, 1.19, 1.2 , 1.21, 1.22, 1.23, 1.24, 1.25,
+ 1.26, 1.27, 1.28, 1.29, 1.3 , 1.31, 1.32, 1.33, 1.34,
+ 1.35, 1.36, 1.37, 1.38, 1.39, 1.4 , 1.41, 1.42, 1.43,
+ 1.44, 1.45, 1.46, 1.47, 1.48, 1.49, 1.5 , 1.51, 1.52,
+ 1.53, 1.54, 1.55, 1.56, 1.57, 1.58, 1.59, 1.6 , 1.61,
+ 1.62, 1.63, 1.64, 1.65, 1.66, 1.67, 1.68, 1.69, 1.7 ,
+ 1.71, 1.72, 1.73, 1.74, 1.75, 1.76, 1.77, 1.78, 1.79,
+ 1.8 , 1.81, 1.82, 1.83, 1.84, 1.85, 1.86, 1.87, 1.88,
+ 1.89, 1.9 , 1.91, 1.92, 1.93, 1.94, 1.95, 1.96, 1.97,
+ 1.98, 1.99, 2. , 2.01, 2.02, 2.03, 2.04, 2.05, 2.06,
+ 2.07, 2.08, 2.09, 2.1 , 2.11, 2.12, 2.13, 2.14, 2.15,
+ 2.16, 2.17, 2.18, 2.19, 2.2 , 2.21, 2.22, 2.23, 2.24,
+ 2.25, 2.26, 2.27, 2.28, 2.29, 2.3 , 2.31, 2.32, 2.33,
+ 2.34, 2.35, 2.36, 2.37, 2.38, 2.39, 2.4 , 2.41, 2.42,
+ 2.43, 2.44, 2.45, 2.46, 2.47, 2.48, 2.49, 2.5 , 2.51,
+ 2.52, 2.53, 2.54, 2.55, 2.56, 2.57, 2.58, 2.59, 2.6 ,
+ 2.61, 2.62, 2.63, 2.64, 2.65, 2.66, 2.67, 2.68, 2.69,
+ 2.7 , 2.71, 2.72, 2.73, 2.74, 2.75, 2.76, 2.77, 2.78,
+ 2.79, 2.8 , 2.81, 2.82, 2.83, 2.84, 2.85, 2.86, 2.87,
+ 2.88, 2.89, 2.9 , 2.91, 2.92, 2.93, 2.94, 2.95, 2.96,
+ 2.97, 2.98, 2.99, 3. , 3.01, 3.02, 3.03, 3.04, 3.05,
+ 3.06, 3.07, 3.08, 3.09, 3.1 , 3.11, 3.12, 3.13, 3.14,
+ 3.15, 3.16, 3.17, 3.18, 3.19, 3.2 , 3.21, 3.22, 3.23,
+ 3.24, 3.25, 3.26, 3.27, 3.28, 3.29, 3.3 , 3.31, 3.32,
+ 3.33, 3.34, 3.35, 3.36, 3.37, 3.38, 3.39, 3.4 , 3.41,
+ 3.42, 3.43, 3.44, 3.45, 3.46, 3.47, 3.48, 3.49, 3.5 ,
+ 3.51, 3.52, 3.53, 3.54, 3.55, 3.56, 3.57, 3.58, 3.59,
+ 3.6 , 3.61, 3.62, 3.63, 3.64, 3.65, 3.66, 3.67, 3.68,
+ 3.69, 3.7 , 3.71, 3.72, 3.73, 3.74, 3.75, 3.76, 3.77,
+ 3.78, 3.79, 3.8 , 3.81, 3.82, 3.83, 3.84, 3.85, 3.86,
+ 3.87, 3.88, 3.89, 3.9 , 3.91, 3.92, 3.93, 3.94, 3.95,
+ 3.96, 3.97, 3.98, 3.99, 4. , 4.01, 4.02, 4.03, 4.04,
+ 4.05, 4.06, 4.07, 4.08, 4.09, 4.1 , 4.11, 4.12, 4.13,
+ 4.14, 4.15, 4.16, 4.17, 4.18, 4.19, 4.2 , 4.21, 4.22,
+ 4.23, 4.24, 4.25, 4.26, 4.27, 4.28, 4.29, 4.3 , 4.31,
+ 4.32, 4.33, 4.34, 4.35, 4.36, 4.37, 4.38, 4.39, 4.4 ,
+ 4.41, 4.42, 4.43, 4.44, 4.45, 4.46, 4.47, 4.48, 4.49,
+ 4.5 , 4.51, 4.52, 4.53, 4.54, 4.55, 4.56, 4.57, 4.58,
+ 4.59, 4.6 , 4.61, 4.62, 4.63, 4.64, 4.65, 4.66, 4.67,
+ 4.68, 4.69, 4.7 , 4.71, 4.72, 4.73, 4.74, 4.75, 4.76,
+ 4.77, 4.78, 4.79, 4.8 , 4.81, 4.82, 4.83, 4.84, 4.85,
+ 4.86, 4.87, 4.88, 4.89, 4.9 , 4.91, 4.92, 4.93, 4.94,
+ 4.95, 4.96, 4.97, 4.98, 4.99, 5. , 5.01, 5.02, 5.03,
+ 5.04, 5.05, 5.06, 5.07, 5.08, 5.09, 5.1 , 5.11, 5.12,
+ 5.13, 5.14, 5.15, 5.16, 5.17, 5.18, 5.19, 5.2 , 5.21,
+ 5.22, 5.23, 5.24, 5.25, 5.26, 5.27, 5.28, 5.29, 5.3 ,
+ 5.31, 5.32, 5.33, 5.34, 5.35, 5.36, 5.37, 5.38, 5.39,
+ 5.4 , 5.41, 5.42, 5.43, 5.44, 5.45, 5.46, 5.47, 5.48,
+ 5.49, 5.5 , 5.51, 5.52, 5.53, 5.54, 5.55, 5.56, 5.57,
+ 5.58, 5.59, 5.6 , 5.61, 5.62, 5.63, 5.64, 5.65, 5.66,
+ 5.67, 5.68, 5.69, 5.7 , 5.71, 5.72, 5.73, 5.74, 5.75,
+ 5.76, 5.77, 5.78, 5.79, 5.8 , 5.81, 5.82, 5.83, 5.84,
+ 5.85, 5.86, 5.87, 5.88, 5.89, 5.9 , 5.91, 5.92, 5.93,
+ 5.94, 5.95, 5.96, 5.97, 5.98, 5.99, 6. , 6.01, 6.02,
+ 6.03, 6.04, 6.05, 6.06, 6.07, 6.08, 6.09, 6.1 , 6.11,
+ 6.12, 6.13, 6.14, 6.15, 6.16, 6.17, 6.18, 6.19, 6.2 ,
+ 6.21, 6.22, 6.23, 6.24, 6.25, 6.26, 6.27, 6.28, 6.29,
+ 6.3 , 6.31, 6.32, 6.33, 6.34, 6.35, 6.36, 6.37, 6.38,
+ 6.39, 6.4 , 6.41, 6.42, 6.43, 6.44, 6.45, 6.46, 6.47,
+ 6.48, 6.49, 6.5 , 6.51, 6.52, 6.53, 6.54, 6.55, 6.56,
+ 6.57, 6.58, 6.59, 6.6 , 6.61, 6.62, 6.63, 6.64, 6.65,
+ 6.66, 6.67, 6.68, 6.69, 6.7 , 6.71, 6.72, 6.73, 6.74,
+ 6.75, 6.76, 6.77, 6.78, 6.79, 6.8 , 6.81, 6.82, 6.83,
+ 6.84, 6.85, 6.86, 6.87, 6.88, 6.89, 6.9 , 6.91, 6.92,
+ 6.93, 6.94, 6.95, 6.96, 6.97, 6.98, 6.99, 7.
+},
+{
+ 0. , 0. , 0. , 0. , 0. , 0. ,
+ 0. , 0. , 0. , 0. , 0. , 0. ,
+ 0. , 0. , 0. , 0. , 0. , 0. ,
+ 0. , 0. , 0. , 0. , 0. , 0. ,
+ 0. , 0. , 0.000001, 0.000001, 0.000001, 0.000001,
+ 0.000002, 0.000002, 0.000003, 0.000003, 0.000004, 0.000005,
+ 0.000006, 0.000007, 0.000008, 0.00001 , 0.000012, 0.000014,
+ 0.000016, 0.000019, 0.000023, 0.000026, 0.000031, 0.000035,
+ 0.000041, 0.000047, 0.000054, 0.000062, 0.00007 , 0.00008 ,
+ 0.000091, 0.000103, 0.000116, 0.000131, 0.000147, 0.000165,
+ 0.000185, 0.000207, 0.000231, 0.000257, 0.000285, 0.000316,
+ 0.00035 , 0.000387, 0.000427, 0.000471, 0.000518, 0.000569,
+ 0.000624, 0.000683, 0.000747, 0.000816, 0.00089 , 0.00097 ,
+ 0.001055, 0.001147, 0.001245, 0.001349, 0.001461, 0.00158 ,
+ 0.001708, 0.001843, 0.001987, 0.002141, 0.002303, 0.002476,
+ 0.002659, 0.002854, 0.003059, 0.003276, 0.003506, 0.003748,
+ 0.004004, 0.004274, 0.004558, 0.004857, 0.005171, 0.005502,
+ 0.00585 , 0.006215, 0.006597, 0.006999, 0.007419, 0.007859,
+ 0.00832 , 0.008802, 0.009305, 0.009831, 0.01038 , 0.010953,
+ 0.01155 , 0.012172, 0.01282 , 0.013495, 0.014197, 0.014927,
+ 0.015686, 0.016473, 0.017291, 0.01814 , 0.019021, 0.019933,
+ 0.020879, 0.021858, 0.022872, 0.023921, 0.025006, 0.026127,
+ 0.027285, 0.028482, 0.029717, 0.030992, 0.032306, 0.033662,
+ 0.035059, 0.036497, 0.037979, 0.039504, 0.041073, 0.042687,
+ 0.044345, 0.04605 , 0.047801, 0.049599, 0.051445, 0.053339,
+ 0.055282, 0.057273, 0.059315, 0.061406, 0.063548, 0.065742,
+ 0.067986, 0.070283, 0.072632, 0.075034, 0.077488, 0.079996,
+ 0.082558, 0.085174, 0.087843, 0.090568, 0.093346, 0.09618 ,
+ 0.099069, 0.102013, 0.105012, 0.108066, 0.111176, 0.114342,
+ 0.117563, 0.120839, 0.124171, 0.127558, 0.131001, 0.134499,
+ 0.138052, 0.141659, 0.145322, 0.149039, 0.15281 , 0.156635,
+ 0.160514, 0.164446, 0.168431, 0.172469, 0.176559, 0.180701,
+ 0.184894, 0.189138, 0.193432, 0.197776, 0.202169, 0.206611,
+ 0.211101, 0.215639, 0.220223, 0.224853, 0.229528, 0.234248,
+ 0.239012, 0.24382 , 0.248669, 0.25356 , 0.258492, 0.263464,
+ 0.268474, 0.273523, 0.278608, 0.283731, 0.288888, 0.29408 ,
+ 0.299305, 0.304562, 0.309851, 0.31517 , 0.320519, 0.325895,
+ 0.331299, 0.336729, 0.342185, 0.347664, 0.353166, 0.35869 ,
+ 0.364234, 0.369798, 0.375381, 0.38098 , 0.386596, 0.392227,
+ 0.397871, 0.403529, 0.409197, 0.414876, 0.420565, 0.426261,
+ 0.431964, 0.437673, 0.443387, 0.449103, 0.454822, 0.460543,
+ 0.466263, 0.471981, 0.477698, 0.483411, 0.48912 , 0.494822,
+ 0.500518, 0.506206, 0.511886, 0.517554, 0.523212, 0.528858,
+ 0.53449 , 0.540108, 0.545711, 0.551297, 0.556866, 0.562417,
+ 0.567948, 0.573459, 0.578949, 0.584417, 0.589861, 0.595282,
+ 0.600677, 0.606048, 0.611391, 0.616707, 0.621995, 0.627254,
+ 0.632483, 0.637681, 0.642848, 0.647984, 0.653086, 0.658155,
+ 0.66319 , 0.66819 , 0.673155, 0.678084, 0.682976, 0.687831,
+ 0.692649, 0.697428, 0.702168, 0.70687 , 0.711531, 0.716153,
+ 0.720733, 0.725273, 0.729772, 0.734228, 0.738643, 0.743015,
+ 0.747344, 0.75163 , 0.755873, 0.760072, 0.764227, 0.768339,
+ 0.772406, 0.776428, 0.780406, 0.784339, 0.788228, 0.792071,
+ 0.795869, 0.799622, 0.80333 , 0.806992, 0.810609, 0.814181,
+ 0.817707, 0.821188, 0.824624, 0.828015, 0.83136 , 0.83466 ,
+ 0.837916, 0.841126, 0.844292, 0.847413, 0.85049 , 0.853522,
+ 0.85651 , 0.859455, 0.862355, 0.865212, 0.868026, 0.870796,
+ 0.873524, 0.876209, 0.878852, 0.881452, 0.884011, 0.886528,
+ 0.889005, 0.89144 , 0.893834, 0.896189, 0.898503, 0.900778,
+ 0.903014, 0.90521 , 0.907369, 0.909488, 0.911571, 0.913615,
+ 0.915623, 0.917594, 0.919528, 0.921427, 0.92329 , 0.925118,
+ 0.926911, 0.92867 , 0.930395, 0.932086, 0.933745, 0.93537 ,
+ 0.936963, 0.938525, 0.940055, 0.941554, 0.943022, 0.94446 ,
+ 0.945869, 0.947248, 0.948598, 0.949919, 0.951213, 0.952478,
+ 0.953717, 0.954928, 0.956113, 0.957273, 0.958406, 0.959514,
+ 0.960598, 0.961657, 0.962692, 0.963703, 0.964692, 0.965657,
+ 0.9666 , 0.967521, 0.968421, 0.969299, 0.970156, 0.970993,
+ 0.97181 , 0.972607, 0.973385, 0.974144, 0.974884, 0.975605,
+ 0.976309, 0.976996, 0.977665, 0.978317, 0.978953, 0.979572,
+ 0.980176, 0.980764, 0.981337, 0.981895, 0.982438, 0.982967,
+ 0.983482, 0.983984, 0.984472, 0.984947, 0.985409, 0.985858,
+ 0.986296, 0.986721, 0.987135, 0.987537, 0.987929, 0.988309,
+ 0.988678, 0.989038, 0.989387, 0.989726, 0.990056, 0.990376,
+ 0.990687, 0.990989, 0.991282, 0.991566, 0.991843, 0.992111,
+ 0.992371, 0.992624, 0.992869, 0.993106, 0.993337, 0.99356 ,
+ 0.993777, 0.993988, 0.994191, 0.994389, 0.99458 , 0.994766,
+ 0.994946, 0.99512 , 0.995289, 0.995452, 0.99561 , 0.995764,
+ 0.995912, 0.996056, 0.996195, 0.996329, 0.99646 , 0.996586,
+ 0.996708, 0.996825, 0.996939, 0.99705 , 0.997156, 0.99726 ,
+ 0.997359, 0.997456, 0.997549, 0.997639, 0.997726, 0.99781 ,
+ 0.997891, 0.997969, 0.998045, 0.998118, 0.998189, 0.998257,
+ 0.998323, 0.998386, 0.998447, 0.998506, 0.998563, 0.998618,
+ 0.998671, 0.998723, 0.998772, 0.998819, 0.998865, 0.998909,
+ 0.998952, 0.998993, 0.999033, 0.999071, 0.999107, 0.999143,
+ 0.999177, 0.99921 , 0.999241, 0.999272, 0.999301, 0.999329,
+ 0.999356, 0.999382, 0.999407, 0.999431, 0.999455, 0.999477,
+ 0.999498, 0.999519, 0.999539, 0.999558, 0.999576, 0.999594,
+ 0.999611, 0.999627, 0.999643, 0.999658, 0.999672, 0.999686,
+ 0.999699, 0.999712, 0.999724, 0.999736, 0.999747, 0.999758,
+ 0.999769, 0.999779, 0.999788, 0.999797, 0.999806, 0.999815,
+ 0.999823, 0.99983 , 0.999838, 0.999845, 0.999852, 0.999858,
+ 0.999865, 0.999871, 0.999876, 0.999882, 0.999887, 0.999892,
+ 0.999897, 0.999902, 0.999906, 0.99991 , 0.999915, 0.999918,
+ 0.999922, 0.999926, 0.999929, 0.999932, 0.999936, 0.999938,
+ 0.999941, 0.999944, 0.999947, 0.999949, 0.999952, 0.999954,
+ 0.999956, 0.999958, 0.99996 , 0.999962, 0.999964, 0.999965,
+ 0.999967, 0.999969, 0.99997 , 0.999972, 0.999973, 0.999974,
+ 0.999975, 0.999977, 0.999978, 0.999979, 0.99998 , 0.999981,
+ 0.999982, 0.999983, 0.999984, 0.999984, 0.999985, 0.999986,
+ 0.999987, 0.999987, 0.999988, 0.999988, 0.999989, 0.99999 ,
+ 0.99999 , 0.999991, 0.999991, 0.999992, 0.999992, 0.999992,
+ 0.999993, 0.999993, 0.999993, 0.999994, 0.999994, 0.999994,
+ 0.999995, 0.999995, 0.999995, 0.999995, 0.999996, 0.999996,
+ 0.999996, 0.999996, 0.999997, 0.999997, 0.999997, 0.999997,
+ 0.999997, 0.999997, 0.999998, 0.999998, 0.999998, 0.999998,
+ 0.999998, 0.999998, 0.999998, 0.999998, 0.999998, 0.999998,
+ 0.999999, 0.999999, 0.999999, 0.999999, 0.999999, 0.999999,
+ 0.999999, 0.999999, 0.999999, 0.999999, 0.999999, 0.999999,
+ 0.999999, 0.999999, 0.999999, 0.999999, 0.999999, 0.999999,
+ 0.999999, 1. , 1. , 1. , 1. , 1. ,
+ 1. , 1. , 1. , 1. , 1. , 1. ,
+ 1. , 1. , 1. , 1. , 1. , 1. ,
+ 1. , 1. , 1. , 1. , 1. , 1. ,
+ 1. , 1. , 1. , 1. , 1. , 1. ,
+ 1. , 1. , 1. , 1. , 1. , 1. ,
+ 1. , 1. , 1. , 1. , 1. , 1. ,
+ 1. , 1. , 1. , 1. , 1. , 1. ,
+ 1. , 1. , 1. , 1. , 1.
+} // this is chi cdf for 7 degrees of freedom (because we have 7 features)
+);
+
+const std::vector<ctx::num_t> ctx::VisitCateger::__featuresMean(
+{
+ 344.542975696503,
+ 894.178423236515,
+ 868.300533491405,
+ 2.820391227030,
+ 0.511747454052,
+ 0.348669092762,
+ 0.139583453187
+});
+
+const std::vector<ctx::num_t> ctx::VisitCateger::__featuresStd(
+{
+ 416.061437196941,
+ 301.401812101781,
+ 300.774466281622,
+ 1.916233112930,
+ 0.314254748759,
+ 0.360707461975,
+ 0.109386661911
+});
+
+ctx::TimeFeatures ctx::VisitCateger::__timeFeatures(const time_t &time)
+{
+ struct tm timeinfo;
+ struct tm *result;
+ tzset();
+ result = localtime_r(&time, &timeinfo);
+ if (result == NULL)
+ return {0, 0, 0, false};
+ int minutesSinceMidnight = 60 * timeinfo.tm_hour + timeinfo.tm_min;
+ int weekday = (timeinfo.tm_wday + 6) % 7; // Monday is 0, Sunday is 6
+ bool weekend = weekday > 4;
+ int minutesSinceBeginingOfTheWeek = 24 * 60 * weekday + minutesSinceMidnight;
+ return {
+ minutesSinceMidnight,
+ minutesSinceBeginingOfTheWeek,
+ weekday,
+ weekend
+ };
+}
+
+int ctx::VisitCateger::__weeksScope(const TimeFeatures &startF, const Interval &interval)
+{
+ int durationMinutes = (interval.end - interval.start) / 60;
+ int scopeMinutes = startF.minutesSinceBeginingOfTheWeek + durationMinutes;
+ int weeksScope = scopeMinutes / __MINUTES_IN_WEEK;
+ if (scopeMinutes % __MINUTES_IN_WEEK > 0)
+ weeksScope++;
+ return weeksScope;
+}
+
+ctx::num_t ctx::VisitCateger::__sum(const std::vector<num_t> model, const size_t &from, const size_t &to)
+{
+ size_t toSecure = to;
+ if (to >= model.size()) {
+ _E("'to' exceeds model size");
+ toSecure = model.size() - 1;
+ }
+ if (from > to)
+ _E("'from' greater than 'to'");
+ num_t result = 0.0;
+ for (size_t i = from; i <= toSecure; i++) {
+ result += model[i];
+ }
+ return result;
+}
+
+ctx::num_t ctx::VisitCateger::__weekModelMeanValue(PlaceCategId categ, const Interval &interval,
+ const TimeFeatures &startF, const TimeFeatures &endF)
+{
+ num_t ret = 0.0;
+ int minutes = 0;
+ int ws = __weeksScope(startF, interval);
+ for (int week = 1; week <= ws; week++) {
+ size_t startIndex = (week == 1)
+ ? startF.minutesSinceBeginingOfTheWeek
+ : 0;
+ size_t endIndex = (week == ws)
+ ? endF.minutesSinceBeginingOfTheWeek
+ : __MINUTES_IN_WEEK - 1;
+ ret += __sum(prob_features::weekModel[categ], startIndex, endIndex);
+ minutes += endIndex - startIndex + 1;
+ }
+ if (minutes > 0)
+ return ret / minutes;
+ return ret;
+}
+
+ctx::Categs ctx::VisitCateger::__weekModelFeatures(const Interval &interval, const TimeFeatures &startF, const TimeFeatures &endF)
+{
+ ctx::Categs categs;
+ for (const auto &item : prob_features::weekModel) {
+ categs[item.first] = __weekModelMeanValue(item.first, interval, startF, endF);
+ }
+ _D("categs: H=%.12f, W=%.12f, O=%.12f",
+ categs[PLACE_CATEG_ID_HOME],
+ categs[PLACE_CATEG_ID_WORK],
+ categs[PLACE_CATEG_ID_OTHER]);
+ return categs;
+}
+
+ctx::IntervalFeatures ctx::VisitCateger::__intervalFeatures(const Interval &interval)
+{
+ num_t durationMinutes = 1.0 * (interval.end - interval.start) / 60;
+ TimeFeatures startFeatures = __timeFeatures(interval.start);
+ TimeFeatures endFeatures = __timeFeatures(interval.end);
+ Categs weekFeatures = __weekModelFeatures(interval, startFeatures, endFeatures);
+ return {
+ durationMinutes,
+ (num_t) startFeatures.minutesSinceMidnight,
+ (num_t) endFeatures.minutesSinceMidnight,
+ (num_t) startFeatures.weekday,
+ weekFeatures[PLACE_CATEG_ID_HOME],
+ weekFeatures[PLACE_CATEG_ID_WORK],
+ weekFeatures[PLACE_CATEG_ID_OTHER]
+ };
+}
+
+void ctx::VisitCateger::__normalize(std::vector<ctx::num_t> &features)
+{
+ size_t n = features.size();
+ for (size_t i = 0; i < n; i++) {
+ features[i] -= __featuresMean[i];
+ features[i] /= __featuresStd[i];
+ }
+}
+
+void ctx::VisitCateger::categorize(ctx::Visit &visit)
+{
+ _D("");
+ IntervalFeatures features = __intervalFeatures(visit.interval);
+ __normalize(features);
+
+ for (auto &modelPair : __models) {
+ int categId = modelPair.first;
+ MahalModel model = modelPair.second;
+
+ num_t distance = model.distance(features);
+ num_t probability = 1 - __chiApprox.value(distance); // sth like probability but not exactly
+ visit.categs[categId] = probability;
+ }
+}
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 _CONTEXT_PLACE_RECOGNITION_VISIT_CATEGER_H_
+#define _CONTEXT_PLACE_RECOGNITION_VISIT_CATEGER_H_
+
+#include "../facade/user_places_types.h"
+#include "mahal.h"
+#include "piecewise_lin.h"
+#include <map>
+#include <Types.h>
+
+namespace ctx {
+
+ struct TimeFeatures {
+ int minutesSinceMidnight;
+ int minutesSinceBeginingOfTheWeek;
+ int weekday;
+ bool weekend;
+ };
+
+ typedef std::vector<num_t> IntervalFeatures;
+
+ /*
+ * visit categorizer class
+ */
+ class VisitCateger {
+
+ private:
+ static const int __MINUTES_IN_WEEK = 60 * 24 * 7;
+ static const std::map<int, MahalModel> __models;
+ static const std::vector<num_t> __featuresMean;
+ static const std::vector<num_t> __featuresStd;
+ static num_t __sum(const std::vector<num_t> model, const size_t &from, const size_t &to);
+ static num_t __weekModelMeanValue(PlaceCategId categ, const Interval &interval,
+ const TimeFeatures &startF, const TimeFeatures &endF);
+ static void __normalize(std::vector<num_t> &features);
+ static PiecewiseLin __chiApprox; // tabled chi function approximator
+
+ /**
+ * Function interpret time in timestamp input argument,
+ *
+ * @param time timestamp
+ * @return TimeFeatures structure with interpretations of timestamp
+ */
+ static TimeFeatures __timeFeatures(const time_t &time);
+
+ static int __weeksScope(const TimeFeatures &startF, const Interval &interval);
+
+ /**
+ * Function interpret time interval input argument and calculates scores
+ * that argument interval is home, work or other based on whole week model.
+ *
+ * @param interval time interval
+ * @param startF start time features
+ * @param endF end time features
+ * @return Categs score that argument interval is home, work or other
+ */
+ static Categs __weekModelFeatures(const Interval &interval, const TimeFeatures &startF,
+ const TimeFeatures &endF);
+
+ /**
+ * Function interpret time interval input argument,
+ *
+ * @param interval time interval
+ * @return IntervalFeatures vector with interpretations of input time interval
+ */
+ static IntervalFeatures __intervalFeatures(const Interval &interval);
+
+ public:
+
+ /**
+ * Function categorize visit based on visits time interval and fill its categories values.
+ */
+ static void categorize(ctx::Visit &visit);
+
+ }; /* class VisitCateger */
+
+} /* namespace ctx */
+
+#endif /* End of _CONTEXT_PLACE_RECOGNITION_VISIT_CATEGER_H_ */
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 _CONTEXT_PLACE_RECOGNITION_LOCATION_LISTENER_IFACE_H_
+#define _CONTEXT_PLACE_RECOGNITION_LOCATION_LISTENER_IFACE_H_
+
+#include "../facade/user_places_types.h"
+
+namespace ctx {
+
+ class ILocationListener {
+
+ public:
+ virtual ~ILocationListener() {};
+ virtual void onNewLocation(LocationEvent location) = 0;
+
+ }; /* class ILocationListener */
+
+} /* namespace ctx */
+
+#endif /* End of _CONTEXT_PLACE_RECOGNITION_LOCATION_LISTENER_IFACE_H_ */
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 <sstream>
+#include <Types.h>
+#include <Json.h>
+#include <DatabaseManager.h>
+#include "../facade/user_places_types.h"
+#include "../facade/user_places_params.h"
+#include "../utils/debug_utils.h"
+#include "location_logger.h"
+
+#ifdef TIZEN_ENGINEER_MODE
+#define __LOCATION_CREATE_TABLE_COLUMNS \
+ LOCATION_COLUMN_LATITUDE " REAL NOT NULL, "\
+ LOCATION_COLUMN_LONGITUDE " REAL NOT NULL, "\
+ LOCATION_COLUMN_ACCURACY " REAL, "\
+ LOCATION_COLUMN_TIMESTAMP " timestamp NOT NULL, "\
+ LOCATION_COLUMN_TIMESTAMP_HUMAN " TEXT, "\
+ LOCATION_COLUMN_METHOD " INTEGER "
+#else /* TIZEN_ENGINEER_MODE */
+#define __LOCATION_CREATE_TABLE_COLUMNS \
+ LOCATION_COLUMN_LATITUDE " REAL NOT NULL, "\
+ LOCATION_COLUMN_LONGITUDE " REAL NOT NULL, "\
+ LOCATION_COLUMN_ACCURACY " REAL, "\
+ LOCATION_COLUMN_TIMESTAMP " timestamp NOT NULL "
+#endif /* TIZEN_ENGINEER_MODE */
+
+#define __LOCATION_ERROR_LOG(error) { \
+ if (error != LOCATIONS_ERROR_NONE) { \
+ _E("ERROR == %s", __locationError2Str(error)); \
+ } else { \
+ _D("SUCCESS"); \
+ } \
+}
+
+void ctx::LocationLogger::__locationServiceStateChangedCb(location_service_state_e state, void *userData)
+{
+ ctx::LocationLogger* locationLogger = (ctx::LocationLogger *)userData;
+ locationLogger->__locationServiceState = state;
+ if (state == LOCATIONS_SERVICE_ENABLED) {
+ _D("LOCATIONS_SERVICE_ENABLED");
+ switch (locationLogger->__timerPurpose) {
+ case LOCATION_LOGGER_WAITING_FOR_SERVICE_START:
+ _D("Waiting for location service start FINISHED");
+ locationLogger->__timerStop();
+ locationLogger->__locationRequest();
+ break;
+ case LOCATION_LOGGER_WAITING_FOR_ACTIVE_REQUEST:
+ case LOCATION_LOGGER_WAITING_FOR_LOCATION_METHOD_SETTING_ON:
+ case LOCATION_LOGGER_WAITING_FOR_ACTIVE_INTERVAL:
+ case LOCATION_LOGGER_WAITING_FOR_PASSIVE_INTERVAL:
+ default:
+ // Do nothing
+ break;
+ }
+ } else {
+ _D("LOCATIONS_SERVICE_DISABLED");
+// locationLogger->__timerStop();
+ }
+}
+
+void ctx::LocationLogger::__locationSettingChangedCb(location_method_e method, bool enable, void *userData)
+{
+ ctx::LocationLogger* locationLogger = (ctx::LocationLogger *)userData;
+ locationLogger->__locationMethodState = enable;
+ if (method == locationLogger->__locationMethod) {
+ if (enable) {
+ _D("Location method settings ON");
+ switch (locationLogger->__timerPurpose) {
+ case LOCATION_LOGGER_WAITING_FOR_LOCATION_METHOD_SETTING_ON:
+ _D("Waiting for location method settings on FINISHED");
+ if (locationLogger->__locationServiceState == LOCATIONS_SERVICE_ENABLED) {
+ locationLogger->__timerStop();
+ locationLogger->__locationRequest();
+ } else {
+ locationLogger->__locationManagerStart();
+ }
+ break;
+ case LOCATION_LOGGER_WAITING_FOR_SERVICE_START:
+ case LOCATION_LOGGER_WAITING_FOR_ACTIVE_REQUEST:
+ case LOCATION_LOGGER_WAITING_FOR_ACTIVE_INTERVAL:
+ case LOCATION_LOGGER_WAITING_FOR_PASSIVE_INTERVAL:
+ default:
+ // Do nothing
+ break;
+ }
+ } else {
+ _D("Location method settings OFF");
+// locationLogger->__timerStop();
+ }
+ }
+}
+
+void ctx::LocationLogger::__positionUpdatedCb(double latitude, double longitude,
+ double altitude, time_t timestamp, void *userData)
+{
+ _D("");
+ ctx::LocationLogger* locationLogger = (ctx::LocationLogger *)userData;
+ double horizontal = locationLogger->__locationManagerGetHorizontalAccuracy();
+#ifdef TIZEN_ENGINEER_MODE
+ ctx::LocationEvent location(latitude, longitude, horizontal, timestamp, LOCATION_METHOD_REQUEST);
+#else /* TIZEN_ENGINEER_MODE */
+ ctx::LocationEvent location(latitude, longitude, horizontal, timestamp);
+#endif /* TIZEN_ENGINEER_MODE */
+ locationLogger->__broadcast(location);
+ locationLogger->__onActiveRequestSucceeded();
+}
+
+void ctx::LocationLogger::__locationUpdatedCb(location_error_e error, double latitude, double longitude,
+ double altitude, time_t timestamp, double speed, double direction, double climb, void *userData)
+{
+ _D("");
+ __positionUpdatedCb(latitude, longitude, altitude, timestamp, userData);
+}
+
+const char* ctx::LocationLogger::__locationError2Str(int error)
+{
+ switch (error) {
+ case LOCATIONS_ERROR_NONE:
+ return "LOCATIONS_ERROR_NONE";
+ case LOCATIONS_ERROR_OUT_OF_MEMORY:
+ return "LOCATIONS_ERROR_OUT_OF_MEMORY";
+ case LOCATIONS_ERROR_INVALID_PARAMETER:
+ return "LOCATIONS_ERROR_INVALID_PARAMETER";
+ case LOCATIONS_ERROR_ACCESSIBILITY_NOT_ALLOWED:
+ return "LOCATIONS_ERROR_ACCESSIBILITY_NOT_ALLOWED";
+ case LOCATIONS_ERROR_NOT_SUPPORTED:
+ return "LOCATIONS_ERROR_NOT_SUPPORTED";
+ case LOCATIONS_ERROR_INCORRECT_METHOD:
+ return "LOCATIONS_ERROR_INCORRECT_METHOD";
+ case LOCATIONS_ERROR_NETWORK_FAILED:
+ return "LOCATIONS_ERROR_NETWORK_FAILED";
+ case LOCATIONS_ERROR_SERVICE_NOT_AVAILABLE:
+ return "LOCATIONS_ERROR_SERVICE_NOT_AVAILABLE";
+ case LOCATIONS_ERROR_GPS_SETTING_OFF:
+ return "LOCATIONS_ERROR_GPS_SETTING_OFF";
+ case LOCATIONS_ERROR_SECURITY_RESTRICTED:
+ return "LOCATIONS_ERROR_SECURITY_RESTRICTED";
+ default:
+ return "unknown location error code";
+ }
+}
+
+
+void ctx::LocationLogger::__log(location_accessibility_state_e state)
+{
+ switch (state) {
+ case LOCATIONS_ACCESS_STATE_NONE : // Access state is not determined
+ _D("LOCATIONS_ACCESS_STATE_NONE ");
+ break;
+ case LOCATIONS_ACCESS_STATE_DENIED: // Access denied
+ _D("LOCATIONS_ACCESS_STATE_DENIED");
+ break;
+ case LOCATIONS_ACCESS_STATE_ALLOWED: // Access authorized
+ _D("LOCATIONS_ACCESS_STATE_ALLOWED");
+ break;
+ default:
+ break;
+ }
+}
+
+int ctx::LocationLogger::__dbCreateTable()
+{
+ ctx::DatabaseManager dbManager;
+ bool ret = dbManager.createTable(0, LOCATION_TABLE_NAME, __LOCATION_CREATE_TABLE_COLUMNS, NULL, NULL);
+ _D("%s -> Table Creation Request", ret ? "SUCCESS" : "FAIL");
+ return 0;
+}
+
+int ctx::LocationLogger::__dbInsertLog(LocationEvent locationEvent)
+{
+ Json data;
+ data.set(NULL, LOCATION_COLUMN_LATITUDE, locationEvent.coordinates.latitude);
+ data.set(NULL, LOCATION_COLUMN_LONGITUDE, locationEvent.coordinates.longitude);
+ data.set(NULL, LOCATION_COLUMN_ACCURACY, locationEvent.coordinates.accuracy);
+ data.set(NULL, LOCATION_COLUMN_TIMESTAMP, static_cast<int>(locationEvent.timestamp));
+#ifdef TIZEN_ENGINEER_MODE
+ std::string timeHuman = DebugUtils::humanReadableDateTime(locationEvent.timestamp, "%F %T", 80);
+ data.set(NULL, LOCATION_COLUMN_TIMESTAMP_HUMAN, timeHuman);
+ data.set(NULL, LOCATION_COLUMN_METHOD, static_cast<int>(locationEvent.method));
+#endif /* TIZEN_ENGINEER_MODE */
+
+ ctx::DatabaseManager dbManager;
+ int64_t rowId;
+ bool ret = dbManager.insertSync(LOCATION_TABLE_NAME, data, &rowId);
+ _D("%s -> DB: location table insert result", ret ? "SUCCESS" : "FAIL");
+ return ret;
+}
+
+ctx::LocationLogger::LocationLogger(ILocationListener *listener) :
+ __listener(listener),
+ __activeRequestAttempts(0),
+ __activeAttempts(0),
+ __allAttempts(0),
+ __locationCount(0),
+ __activeRequestSucceeded(false),
+ __activeLocationSucceeded(false),
+ __timerId(-1),
+ __timerTimestamp(0),
+ __timerPurpose(LOCATION_LOGGER_WAITING_FOR_PASSIVE_INTERVAL),
+ __locationServiceState(LOCATIONS_SERVICE_DISABLED),
+ __locationMethod(LOCATION_LOGGER_METHOD),
+ __locationMethodState(false)
+{
+ _D("CONSTRUCTOR");
+
+ __locationManagerCreate();
+
+ if (LOCATION_LOGGER_DATABASE)
+ __dbCreateTable();
+
+ __locationManagerSetServiceStateChangedCb();
+ __locationManagerSetSettingChangedCb();
+ __locationMethodState = __locationManagerIsEnabledMethod(__locationMethod);
+}
+
+ctx::LocationLogger::~LocationLogger()
+{
+ _D("DESTRUCTOR");
+ __stopLogging();
+ __locationManagerUnsetServiceStateChangedCb();
+ __locationManagerUnsetSettingChangedCb();
+ __locationManagerDestroy();
+}
+
+void ctx::LocationLogger::__locationManagerCreate()
+{
+ int ret = location_manager_create(__locationMethod, &__locationManager);
+ __LOCATION_ERROR_LOG(ret);
+}
+
+void ctx::LocationLogger::__locationManagerDestroy()
+{
+ int ret = location_manager_destroy(__locationManager);
+ __LOCATION_ERROR_LOG(ret);
+}
+
+void ctx::LocationLogger::__locationManagerSetServiceStateChangedCb()
+{
+ int ret = location_manager_set_service_state_changed_cb(__locationManager, __locationServiceStateChangedCb, this);
+ __LOCATION_ERROR_LOG(ret);
+}
+
+void ctx::LocationLogger::__locationManagerUnsetServiceStateChangedCb()
+{
+ int ret = location_manager_unset_service_state_changed_cb(__locationManager);
+ __LOCATION_ERROR_LOG(ret);
+}
+
+void ctx::LocationLogger::__locationManagerStart()
+{
+ int ret = location_manager_start(__locationManager);
+ __LOCATION_ERROR_LOG(ret);
+ __startServiceTimerStart();
+}
+
+void ctx::LocationLogger::__locationManagerStop()
+{
+ int ret = location_manager_stop(__locationManager);
+ __LOCATION_ERROR_LOG(ret);
+}
+
+double ctx::LocationLogger::__locationManagerGetHorizontalAccuracy()
+{
+ location_accuracy_level_e accuracyLevel;
+ double horizontal, vertical;
+ int ret = location_manager_get_accuracy(__locationManager, &accuracyLevel, &horizontal, &vertical);
+ __LOCATION_ERROR_LOG(ret);
+ return horizontal;
+}
+
+location_accessibility_state_e ctx::LocationLogger::__locationManagerGetAccessibilityState()
+{
+ location_accessibility_state_e state;
+ int ret = location_manager_get_accessibility_state(&state);
+ __LOCATION_ERROR_LOG(ret);
+ return state;
+}
+
+void ctx::LocationLogger::__locationManagerSetSettingChangedCb()
+{
+ int ret = location_manager_set_setting_changed_cb(__locationMethod, __locationSettingChangedCb, this);
+ __LOCATION_ERROR_LOG(ret);
+}
+
+void ctx::LocationLogger::__locationManagerUnsetSettingChangedCb()
+{
+ int ret = location_manager_unset_setting_changed_cb(__locationMethod);
+ __LOCATION_ERROR_LOG(ret);
+}
+
+bool ctx::LocationLogger::__locationManagerRequestSingleLocation()
+{
+ int ret = location_manager_request_single_location(__locationManager,
+ LOCATION_LOGGER_ACTIVE_REQUEST_TIMEOUT_SECONDS, __locationUpdatedCb, this);
+ _D("%s (seconds=%d) ----- ATTEMPTS: REQ[%d/%d], ACT[%d/%d], ALL[%d/%d]; ----- LOCATIONS:[%d/%d]",
+ ret == LOCATIONS_ERROR_NONE ? "SUCCESS" : "ERROR",
+ LOCATION_LOGGER_ACTIVE_REQUEST_TIMEOUT_SECONDS,
+ __activeRequestAttempts,
+ LOCATION_LOGGER_MAX_ACTIVE_REQUEST_ATTEMPTS,
+ __activeAttempts,
+ LOCATION_LOGGER_MAX_ACTIVE_LOCATION_ATTEMPTS,
+ __allAttempts,
+ LOCATION_LOGGER_MAX_LOCATION_ATTEMPTS,
+ __locationCount,
+ LOCATION_LOGGER_MAX_LOCATION_COUNT);
+ __LOCATION_ERROR_LOG(ret);
+ __activeRequestAttempts++;
+ __activeAttempts++;
+ __allAttempts++;
+ if (ret == LOCATIONS_ERROR_NONE) {
+ __activeRequestTimerStart();
+ return true;
+ } else {
+ return false;
+ }
+}
+
+bool ctx::LocationLogger::__locationManagerGetLocation()
+{
+ double altitude, latitude, longitude, climb, direction, speed, horizontal, vertical;
+ location_accuracy_level_e level;
+ time_t timestamp;
+ int ret = location_manager_get_location(__locationManager, &altitude, &latitude, &longitude,
+ &climb, &direction, &speed, &level, &horizontal, &vertical, ×tamp);
+ _D("%s ----- ATTEMPTS: REQ[%d/%d], ACT[%d/%d], ALL[%d/%d]; ----- LOCATIONS:[%d/%d]",
+ ret == LOCATIONS_ERROR_NONE ? "SUCCESS" : "ERROR",
+ __activeRequestAttempts,
+ LOCATION_LOGGER_MAX_ACTIVE_REQUEST_ATTEMPTS,
+ __activeAttempts,
+ LOCATION_LOGGER_MAX_ACTIVE_LOCATION_ATTEMPTS,
+ __allAttempts,
+ LOCATION_LOGGER_MAX_LOCATION_ATTEMPTS,
+ __locationCount,
+ LOCATION_LOGGER_MAX_LOCATION_COUNT);
+ __LOCATION_ERROR_LOG(ret);
+ __activeAttempts++;
+ __allAttempts++;
+ if (ret == LOCATIONS_ERROR_NONE) {
+#ifdef TIZEN_ENGINEER_MODE
+ ctx::LocationEvent location(latitude, longitude, horizontal, timestamp, LOCATION_METHOD_GET_LOCATION);
+#else /* TIZEN_ENGINEER_MODE */
+ ctx::LocationEvent location(latitude, longitude, horizontal, timestamp);
+#endif /* TIZEN_ENGINEER_MODE */
+ __broadcast(location);
+ __onActiveLocationSucceeded();
+ return true;
+ } else {
+ return false;
+ }
+}
+
+void ctx::LocationLogger::__locationManagerGetLastLocation()
+{
+ double altitude, latitude, longitude, climb, direction, speed, horizontal, vertical;
+ location_accuracy_level_e level;
+ time_t timestamp;
+ int ret = location_manager_get_last_location(__locationManager, &altitude, &latitude, &longitude,
+ &climb, &direction, &speed, &level, &horizontal, &vertical, ×tamp);
+ _D("%s ----- ATTEMPTS: REQ[%d/%d], ACT[%d/%d], ALL[%d/%d]; ----- LOCATIONS:[%d/%d]",
+ ret == LOCATIONS_ERROR_NONE ? "SUCCESS" : "ERROR",
+ __activeRequestAttempts,
+ LOCATION_LOGGER_MAX_ACTIVE_REQUEST_ATTEMPTS,
+ __activeAttempts,
+ LOCATION_LOGGER_MAX_ACTIVE_LOCATION_ATTEMPTS,
+ __allAttempts,
+ LOCATION_LOGGER_MAX_LOCATION_ATTEMPTS,
+ __locationCount,
+ LOCATION_LOGGER_MAX_LOCATION_COUNT);
+ __LOCATION_ERROR_LOG(ret);
+ __allAttempts++;
+ if (ret == LOCATIONS_ERROR_NONE) {
+#ifdef TIZEN_ENGINEER_MODE
+ ctx::LocationEvent location(latitude, longitude, horizontal, timestamp, LOCATION_METHOD_GET_LAST_LOCATION);
+#else /* TIZEN_ENGINEER_MODE */
+ ctx::LocationEvent location(latitude, longitude, horizontal, timestamp);
+#endif /* TIZEN_ENGINEER_MODE */
+ __broadcast(location);
+ }
+}
+
+bool ctx::LocationLogger::__locationManagerIsEnabledMethod(location_method_e method)
+{
+ bool enable;
+ int ret = location_manager_is_enabled_method(method, &enable);
+ __LOCATION_ERROR_LOG(ret);
+ return enable;
+}
+
+bool ctx::LocationLogger::__checkGeneralLimits()
+{
+ return (__locationCount < LOCATION_LOGGER_MAX_LOCATION_COUNT
+ && __allAttempts < LOCATION_LOGGER_MAX_LOCATION_ATTEMPTS);
+}
+
+bool ctx::LocationLogger::__checkActiveLimits()
+{
+ return (!__activeLocationSucceeded
+ && __activeAttempts < LOCATION_LOGGER_MAX_ACTIVE_LOCATION_ATTEMPTS);
+}
+
+bool ctx::LocationLogger::__checkActiveRequestLimits()
+{
+ return (!__activeRequestSucceeded
+ && __activeRequestAttempts < LOCATION_LOGGER_MAX_ACTIVE_REQUEST_ATTEMPTS);
+}
+
+void ctx::LocationLogger::__locationRequest()
+{
+ _D("");
+ bool requestSingleLocationRet = false;
+ bool getLocationRet = false;
+ if (__checkGeneralLimits() && __checkActiveLimits() && __checkActiveRequestLimits()) {
+ requestSingleLocationRet = __locationManagerRequestSingleLocation();
+ }
+ if (__checkGeneralLimits() && __checkActiveLimits() && !requestSingleLocationRet) {
+ getLocationRet = __locationManagerGetLocation();
+ }
+ if (__checkGeneralLimits() && !requestSingleLocationRet && !getLocationRet
+ && __activeAttempts >= LOCATION_LOGGER_MAX_ACTIVE_LOCATION_ATTEMPTS) {
+ __locationManagerGetLastLocation();
+ }
+ if (!requestSingleLocationRet) {
+ __locationManagerStop();
+ __setNextTimer();
+ }
+}
+
+void ctx::LocationLogger::__setNextTimer()
+{
+ _D("ATTEMPTS: REQ[%d/%d], ACT[%d/%d], ALL[%d/%d]; ----- LOCATIONS:[%d/%d])",
+ __activeRequestAttempts,
+ LOCATION_LOGGER_MAX_ACTIVE_REQUEST_ATTEMPTS,
+ __activeAttempts,
+ LOCATION_LOGGER_MAX_ACTIVE_LOCATION_ATTEMPTS,
+ __allAttempts,
+ LOCATION_LOGGER_MAX_LOCATION_ATTEMPTS,
+ __locationCount,
+ LOCATION_LOGGER_MAX_LOCATION_COUNT);
+ if (__checkGeneralLimits()) {
+ if (__checkActiveLimits()) {
+ __activeIntervalTimerStart();
+ } else {
+ __passiveIntervalTimerStart();
+ }
+ }
+}
+
+void ctx::LocationLogger::__onActiveRequestSucceeded()
+{
+ _D("");
+ __locationManagerStop();
+ __activeRequestSucceeded = true;
+ __onActiveLocationSucceeded();
+}
+
+void ctx::LocationLogger::__onActiveLocationSucceeded()
+{
+ _D("");
+ __activeLocationSucceeded = true;
+}
+
+void ctx::LocationLogger::__broadcast(ctx::LocationEvent locationEvent)
+{
+ _D("");
+ __locationCount++;
+ if (__listener)
+ __listener->onNewLocation(locationEvent);
+ if (LOCATION_LOGGER_DATABASE)
+ __dbInsertLog(locationEvent);
+}
+
+bool ctx::LocationLogger::onTimerExpired(int id)
+{
+ time_t now = time(nullptr);
+ double seconds = difftime(now, __timerTimestamp);
+
+ switch (__timerPurpose) {
+ case LOCATION_LOGGER_WAITING_FOR_ACTIVE_REQUEST:
+ _D("Active request FAILED, timerId = %d[%d], from start = %.1fs", id, __timerId, seconds);
+ __locationManagerStop();
+ __setNextTimer();
+ return false;
+ case LOCATION_LOGGER_WAITING_FOR_SERVICE_START:
+ _D("Service start in timeout time FAILED, timerId = %d[%d], from start = %.1fs", id, __timerId, seconds);
+ // Waiting for service start FAILURE is also some kind of active request attempt
+ __activeRequestAttempts++;
+ __activeAttempts++;
+ __allAttempts++;
+ __locationManagerStop();
+ __setNextTimer();
+ return false;
+ case LOCATION_LOGGER_WAITING_FOR_LOCATION_METHOD_SETTING_ON:
+ _D("Still waiting for Location method settings on, timerId = %d[%d], from start = %.1fs", id, __timerId, seconds);
+ // Do nothing
+ return false;
+ case LOCATION_LOGGER_WAITING_FOR_ACTIVE_INTERVAL:
+ _D("Active interval time expired, timerId = %d[%d], from start = %.1fs", id, __timerId, seconds);
+ break;
+ case LOCATION_LOGGER_WAITING_FOR_PASSIVE_INTERVAL:
+ _D("Passive interval time expired, timerId = %d[%d], from start = %.1fs", id, __timerId, seconds);
+ break;
+ default:
+ _D("Do nothing, timerId = %d[%d], from start = %.1fs", id, __timerId, seconds);
+ return false;
+ }
+ if (__locationMethodState) {
+ __locationManagerStart();
+ } else {
+ __timerPurpose = LOCATION_LOGGER_WAITING_FOR_LOCATION_METHOD_SETTING_ON;
+ _D("LOCATION_LOGGER_WAITING_FOR_LOCATION_METHOD_SETTING_ON");
+ }
+ return false;
+}
+
+void ctx::LocationLogger::__activeRequestTimerStart()
+{
+ int minutes = LOCATION_LOGGER_ACTIVE_REQUEST_TIMEOUT_SECONDS / 60;
+ if (LOCATION_LOGGER_ACTIVE_REQUEST_TIMEOUT_SECONDS % 60)
+ minutes++;
+ __timerPurpose = LOCATION_LOGGER_WAITING_FOR_ACTIVE_REQUEST;
+ _D("LOCATION_LOGGER_WAITING_FOR_ACTIVE_REQUEST (minutes=%d)", minutes);
+ __timerStart(minutes);
+}
+
+void ctx::LocationLogger::__startServiceTimerStart()
+{
+ __timerPurpose = LOCATION_LOGGER_WAITING_FOR_SERVICE_START;
+ _D("LOCATION_LOGGER_WAITING_FOR_SERVICE_START");
+ __timerStart(LOCATION_LOGGER_SERVICE_START_TIMEOUT_MINUTES);
+}
+
+void ctx::LocationLogger::__activeIntervalTimerStart()
+{
+ __timerPurpose = LOCATION_LOGGER_WAITING_FOR_ACTIVE_INTERVAL;
+ _D("LOCATION_LOGGER_WAITING_FOR_ACTIVE_INTERVAL");
+ __timerStart(LOCATION_LOGGER_ACTIVE_INTERVAL_MINUTES);
+}
+
+void ctx::LocationLogger::__passiveIntervalTimerStart()
+{
+ __timerPurpose = LOCATION_LOGGER_WAITING_FOR_PASSIVE_INTERVAL;
+ _D("LOCATION_LOGGER_WAITING_FOR_PASSIVE_INTERVAL");
+ __timerStart(LOCATION_LOGGER_PASSIVE_INTERVAL_MINUTES);
+}
+
+void ctx::LocationLogger::__timerStart(time_t minutes)
+{
+ __timerTimestamp = time(nullptr);
+ __timerId = __timerManager.setFor(minutes, this);
+ _D("%s (minutes=%d) timerId = %d", __timerId >= 0 ? "SUCCESS" : "ERROR", minutes, __timerId);
+}
+
+void ctx::LocationLogger::__timerStop()
+{
+ _D("");
+ __timerManager.remove(__timerId);
+}
+
+void ctx::LocationLogger::__startLogging()
+{
+ _D("");
+ __activeRequestAttempts = 0;
+ __activeAttempts = 0;
+ __allAttempts = 0;
+ __locationCount = 0;
+ __activeRequestSucceeded = false;;
+ __activeLocationSucceeded = false;
+ __locationManagerStart();
+}
+
+void ctx::LocationLogger::__stopLogging()
+{
+ _D("");
+ __timerStop();
+ __locationManagerStop();
+}
+
+void ctx::LocationLogger::onVisitStart()
+{
+ _D("");
+ __startLogging();
+}
+
+void ctx::LocationLogger::onVisitEnd()
+{
+ _D("");
+ __stopLogging();
+}
+
+#undef __LOCATION_ERROR_LOG
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 _CONTEXT_PLACE_RECOGNITION_LOCATION_LOGGER_H_
+#define _CONTEXT_PLACE_RECOGNITION_LOCATION_LOGGER_H_
+
+#include <locations.h>
+#include <TimerManager.h>
+#include "visit_listener_iface.h"
+#include "location_listener_iface.h"
+
+/* Database usage flag */
+#define LOCATION_LOGGER_DATABASE false // TODO: false in final solution
+
+/* Locations measure method */
+#define LOCATION_LOGGER_METHOD LOCATIONS_METHOD_HYBRID
+
+/* TIMEOUTS: Location active measure request timeout (in seconds). */
+#define LOCATION_LOGGER_ACTIVE_REQUEST_TIMEOUT_SECONDS 100
+
+/* TIMEOUTS: Location service start timeout (in minutes). */
+#define LOCATION_LOGGER_SERVICE_START_TIMEOUT_MINUTES 2
+
+/* FREQUENCIES/INTERVALS: "Active" measure attempts frequency (in minutes) */
+#define LOCATION_LOGGER_ACTIVE_INTERVAL_MINUTES 5
+
+/* FREQUENCIES/INTERVALS: "Passive" measure attempts frequency (in minutes) */
+#define LOCATION_LOGGER_PASSIVE_INTERVAL_MINUTES 30
+
+/* ATTEMTS LIMITS: "Active" request attempts limit (must be <= than active location attempts) */
+#define LOCATION_LOGGER_MAX_ACTIVE_REQUEST_ATTEMPTS 0
+
+/* ATTEMTS LIMITS: "Active" measures attempts limit (must be <= than all attempts limit) */
+#define LOCATION_LOGGER_MAX_ACTIVE_LOCATION_ATTEMPTS 2
+
+/* ATTEMTS LIMITS: All attempts ("active" + "passive") limit */
+#define LOCATION_LOGGER_MAX_LOCATION_ATTEMPTS 3
+
+/* LOCATION LIMIT: Location count limit per visit */
+#define LOCATION_LOGGER_MAX_LOCATION_COUNT 3
+
+namespace ctx {
+
+ enum TimerPurpose {
+ LOCATION_LOGGER_WAITING_FOR_ACTIVE_REQUEST = 0,
+ LOCATION_LOGGER_WAITING_FOR_SERVICE_START = 1,
+ LOCATION_LOGGER_WAITING_FOR_LOCATION_METHOD_SETTING_ON = 2,
+ LOCATION_LOGGER_WAITING_FOR_ACTIVE_INTERVAL = 3,
+ LOCATION_LOGGER_WAITING_FOR_PASSIVE_INTERVAL = 4
+ };
+
+ class LocationLogger : public ITimerListener, public IVisitListener {
+
+ public:
+ LocationLogger(ILocationListener *listener = nullptr);
+ ~LocationLogger();
+
+ private:
+ /* INPUT */
+ void onVisitStart();
+ void onVisitEnd();
+
+ /* OUTPUT */
+ ILocationListener * const __listener;
+ void __broadcast(LocationEvent locationEvent);
+
+ /* INTERNAL */
+ void __startLogging();
+ void __stopLogging();
+ void __locationRequest();
+ void __onActiveRequestSucceeded();
+ void __onActiveLocationSucceeded();
+
+ /* INTERNAL : COUNTERS (LIMITS) */
+ int __activeRequestAttempts;
+ int __activeAttempts;
+ int __allAttempts;
+ int __locationCount;
+ bool __checkGeneralLimits();
+ bool __checkActiveLimits();
+ bool __checkActiveRequestLimits();
+
+ /* INTERNAL : FLAGS */
+ bool __activeRequestSucceeded;
+ bool __activeLocationSucceeded;
+
+ /* TIMER */
+ int __timerId;
+ time_t __timerTimestamp;
+ TimerManager __timerManager;
+ TimerPurpose __timerPurpose;
+ void __setNextTimer();
+ void __activeRequestTimerStart();
+ void __startServiceTimerStart();
+ void __activeIntervalTimerStart();
+ void __passiveIntervalTimerStart();
+ void __timerStart(time_t minutes);
+ void __timerStop();
+ bool onTimerExpired(int timerId);
+
+ /* DATABASE */
+ static int __dbCreateTable();
+ int __dbInsertLog(LocationEvent locationEvent);
+
+ /* DEBUG */
+ static const char* __locationError2Str(int error);
+ static void __log(location_accessibility_state_e state);
+
+ /* LOCATION MANAGER */
+ location_manager_h __locationManager;
+ void __locationManagerCreate();
+ void __locationManagerDestroy();
+ void __locationManagerStart();
+ void __locationManagerStop();
+ location_accessibility_state_e __locationManagerGetAccessibilityState();
+
+ /* LOCATION MANAGER : LOCATION SERVICE STATE */
+ location_service_state_e __locationServiceState;
+ static void __locationServiceStateChangedCb(location_service_state_e state, void *userData);
+ void __locationManagerSetServiceStateChangedCb();
+ void __locationManagerUnsetServiceStateChangedCb();
+
+ /* LOCATION MANAGER : LOCATION METHOD SETTINGS */
+ location_method_e __locationMethod;
+ bool __locationMethodState;
+ bool __locationManagerIsEnabledMethod(location_method_e method);
+ static void __locationSettingChangedCb(location_method_e method, bool enable, void *userData);
+ void __locationManagerSetSettingChangedCb();
+ void __locationManagerUnsetSettingChangedCb();
+
+ /* LOCATION MANAGER : LOCATION */
+ double __locationManagerGetHorizontalAccuracy();
+
+ /* LOCATION MANAGER : LOCATION : SYNCHRONOUS */
+ bool __locationManagerGetLocation();
+ void __locationManagerGetLastLocation();
+
+ /* LOCATION MANAGER : LOCATION : ASYNCHRONOUS */
+ static void __positionUpdatedCb(double latitude, double longitude,
+ double altitude, time_t timestamp, void *userData);
+ static void __locationUpdatedCb(location_error_e error, double latitude,
+ double longitude, double altitude, time_t timestamp, double speed,
+ double direction, double climb, void *userData);
+ bool __locationManagerRequestSingleLocation();
+
+ }; /* class LocationLogger */
+
+} /* namespace ctx */
+
+#endif /* End of _CONTEXT_PLACE_RECOGNITION_LOCATION_LOGGER_H_ */
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 <set>
+#include <iostream>
+#include <iomanip>
+#include <sstream>
+#include <Types.h>
+#include <Json.h>
+#include "../facade/user_places_types.h"
+#include "visit_detector.h"
+#include "../facade/user_places_params.h"
+#include "../visit-categer/visit_categer.h"
+#include "../utils/similarity.h"
+#include "../utils/median.h"
+#include "../utils/debug_utils.h"
+
+#ifdef TIZEN_ENGINEER_MODE
+#define __VISIT_TABLE_COLUMNS \
+ VISIT_COLUMN_WIFI_APS " TEXT, "\
+ VISIT_COLUMN_START_TIME " timestamp, "\
+ VISIT_COLUMN_END_TIME " timestamp, "\
+ VISIT_COLUMN_START_TIME_HUMAN " TEXT, "\
+ VISIT_COLUMN_END_TIME_HUMAN " TEXT, "\
+ VISIT_COLUMN_LOCATION_VALID " INTEGER, "\
+ VISIT_COLUMN_LOCATION_LATITUDE " REAL, "\
+ VISIT_COLUMN_LOCATION_LONGITUDE " REAL, "\
+ VISIT_COLUMN_LOCATION_ACCURACY " REAL, "\
+ VISIT_COLUMN_CATEG_HOME " REAL, "\
+ VISIT_COLUMN_CATEG_WORK " REAL, "\
+ VISIT_COLUMN_CATEG_OTHER " REAL"
+#else /* TIZEN_ENGINEER_MODE */
+#define __VISIT_TABLE_COLUMNS \
+ VISIT_COLUMN_WIFI_APS " TEXT, "\
+ VISIT_COLUMN_START_TIME " timestamp, "\
+ VISIT_COLUMN_END_TIME " timestamp, "\
+ VISIT_COLUMN_LOCATION_VALID " INTEGER, "\
+ VISIT_COLUMN_LOCATION_LATITUDE " REAL, "\
+ VISIT_COLUMN_LOCATION_LONGITUDE " REAL, "\
+ VISIT_COLUMN_LOCATION_ACCURACY " REAL, "\
+ VISIT_COLUMN_CATEG_HOME " REAL, "\
+ VISIT_COLUMN_CATEG_WORK " REAL, "\
+ VISIT_COLUMN_CATEG_OTHER " REAL"
+#endif /* TIZEN_ENGINEER_MODE */
+
+#define __WIFI_APS_MAP_TABLE_COLUMNS \
+ WIFI_APS_MAP_COLUMN_MAC " TEXT NOT NULL UNIQUE, "\
+ WIFI_APS_MAP_COLUMN_NETWORK_NAME " TEXT NOT NULL, "\
+ WIFI_APS_MAP_COLUMN_INSERT_TIME " timestamp"
+
+ctx::VisitDetector::VisitDetector(time_t startScan, PlaceRecogMode energyMode, bool testMode) :
+ __testMode(testMode),
+ __locationLogger(testMode ? nullptr : new LocationLogger(this)),
+ __wifiLogger(testMode ? nullptr : new WifiLogger(this, energyMode)),
+ __currentInterval(startScan, startScan + VISIT_DETECTOR_PERIOD_SECONDS_HIGH_ACCURACY),
+ __stableCounter(0),
+ __tolerance(VISIT_DETECTOR_TOLERANCE_DEPTH),
+ __entranceToPlace(false),
+ __periodSeconds(VISIT_DETECTOR_PERIOD_SECONDS_HIGH_ACCURACY),
+ __dbManager(testMode ? nullptr : new DatabaseManager()),
+ __entranceTime(0),
+ __departureTime(0)
+{
+ __setPeriod(energyMode);
+ __currentInterval = Interval(startScan, startScan + __periodSeconds);
+ __currentMacEvents = std::make_shared<MacEvents>();
+ __stayMacs = std::make_shared<MacSet>();
+
+ if (__testMode) {
+ __detectedVisits = std::make_shared<ctx::Visits>();
+ return;
+ }
+
+ __listeners.push_back(__locationLogger);
+ __listeners.push_back(__wifiLogger);
+
+ __dbCreateTables();
+ __wifiLogger->startLogging();
+}
+
+ctx::VisitDetector::~VisitDetector()
+{
+}
+
+bool ctx::VisitDetector::__isValid(const ctx::Mac &mac)
+{
+ return mac != "00:00:00:00:00:00";
+}
+
+void ctx::VisitDetector::onWifiScan(ctx::MacEvent e)
+{
+ _D("timestamp=%d, current_interval.end=%d, mac=%s, network=%s",
+ e.timestamp,
+ __currentInterval.end,
+ std::string(e.mac).c_str(),
+ e.networkName.c_str());
+ if (__isValid(e.mac)) {
+ while (e.timestamp > __currentInterval.end) {
+ __processCurrentLogger();
+ __shiftCurrentInterval();
+ }
+ __currentMacEvents->push_back(e);
+ }
+}
+
+void ctx::VisitDetector::__processCurrentLogger()
+{
+ _D("");
+ std::shared_ptr<ctx::Frame> frame = __makeFrame(__currentMacEvents, __currentInterval);
+ __detectEntranceOrDeparture(frame);
+ __currentMacEvents->clear();
+}
+
+std::shared_ptr<ctx::Frame> ctx::VisitDetector::__makeFrame(std::shared_ptr<ctx::MacEvents> logger, ctx::Interval interval)
+{
+ std::set<time_t> timestamps;
+ std::shared_ptr<Frame> frame = std::make_shared<Frame>(interval);
+ for (auto log : *logger) {
+ timestamps.insert(log.timestamp);
+ if (frame->macs2Counts.find(log.mac) == frame->macs2Counts.end()) {
+ frame->macs2Counts[log.mac] = 1;
+ } else {
+ frame->macs2Counts[log.mac] += 1;
+ }
+ }
+ frame->numberOfTimestamps = timestamps.size();
+ return frame;
+}
+
+void ctx::VisitDetector::__shiftCurrentInterval()
+{
+ __currentInterval.end += __periodSeconds;
+ __currentInterval.start += __periodSeconds;
+}
+
+void ctx::VisitDetector::__detectEntranceOrDeparture(std::shared_ptr<ctx::Frame> frame)
+{
+ __entranceToPlace ? __detectDeparture(frame) : __detectEntrance(frame);
+ if (__entranceToPlace) {
+ for (MacEvent e : *__currentMacEvents) {
+ __wifiAPsMap.insert(std::pair<std::string, std::string>(e.mac, e.networkName));
+ }
+ }
+}
+
+bool ctx::VisitDetector::__isDisjoint(const ctx::Macs2Counts &macs2Counts, const ctx::MacSet &macSet)
+{
+ for (auto &mac : macSet) {
+ if (macs2Counts.find(mac) != macs2Counts.end())
+ return false;
+ }
+ return true;
+}
+
+bool ctx::VisitDetector::__protrudesFrom(const ctx::Macs2Counts &macs2Counts, const ctx::MacSet &macSet)
+{
+ for (auto &macCount : macs2Counts) {
+ if (macSet.find(macCount.first) == macSet.end())
+ return true;
+ }
+ return false;
+}
+
+void ctx::VisitDetector::__detectDeparture(std::shared_ptr<ctx::Frame> frame)
+{
+ if (__tolerance == VISIT_DETECTOR_TOLERANCE_DEPTH) {
+ __departureTime = frame->interval.start;
+ __bufferedFrames.clear();
+ } else { // __tolerance < VISIT_DETECTOR_TOLERANCE_DEPTH
+ __bufferedFrames.push_back(frame);
+ }
+ if (__isDisjoint(frame->macs2Counts, *__representativesMacs)) {
+ if (frame->macs2Counts.empty() || __protrudesFrom(frame->macs2Counts, *__stayMacs)) {
+ __tolerance--;
+ } else { // no new macs
+ __bufferedFrames.clear();
+ }
+ if (__tolerance == 0) { // departure detected
+ __visitEndDetected();
+ __processBuffer(frame);
+ }
+ } else if (__tolerance < VISIT_DETECTOR_TOLERANCE_DEPTH) {
+ __tolerance++;
+ }
+}
+
+void ctx::VisitDetector::__visitStartDetected()
+{
+ __entranceToPlace = true;
+
+ __locationEvents.clear();
+ if (!__testMode) {
+ for (IVisitListener* listener : __listeners) {
+ listener->onVisitStart();
+ }
+ }
+ __representativesMacs = __selectRepresentatives(__historyFrames);
+ __entranceTime = __historyFrames[0]->interval.start;
+ _I("Entrance detected, timestamp: %d", __entranceTime);
+ __resetHistory();
+}
+
+void ctx::VisitDetector::__visitEndDetected()
+{
+ if (!__testMode) {
+ for (IVisitListener* listener : __listeners) {
+ listener->onVisitEnd();
+ }
+ }
+ _I("Departure detected, timestamp: %d", __departureTime);
+
+ Interval interval(__entranceTime, __departureTime);
+ Visit visit(interval, __representativesMacs);
+ VisitCateger::categorize(visit);
+
+ __putLocationToVisit(visit);
+
+ if (__testMode) {
+ __detectedVisits->push_back(visit);
+ } else {
+ __dbInsertVisit(visit);
+ __dbInsertWifiAPsMap(visit);
+ }
+
+ // cleaning
+ __entranceToPlace = false;
+ __representativesMacs.reset();
+ __tolerance = VISIT_DETECTOR_TOLERANCE_DEPTH;
+}
+
+void ctx::VisitDetector::__putLocationToVisit(ctx::Visit &visit)
+{
+ // TODO: filter out small accuracy locations?
+ std::vector<double> latitudes;
+ std::vector<double> longitudes;
+ std::vector<double> accuracy;
+ visit.locationValid = false;
+ for (LocationEvent &location : __locationEvents) {
+ if (location.timestamp >= __entranceTime && location.timestamp <= __departureTime) {
+ latitudes.push_back(location.coordinates.latitude);
+ longitudes.push_back(location.coordinates.longitude);
+ accuracy.push_back(location.coordinates.accuracy);
+ visit.locationValid = true;
+ }
+ }
+ if (visit.locationValid) {
+ visit.location = medianLocation(latitudes, longitudes, accuracy);
+ _D("visit location set: lat=%.8f, lon=%.8f, acc=%.8f",
+ visit.location.latitude,
+ visit.location.longitude,
+ visit.location.accuracy);
+ } else {
+ _D("visit location not set");
+ }
+}
+
+void ctx::VisitDetector::__processBuffer(std::shared_ptr<ctx::Frame> frame)
+{
+ if (__bufferedFrames.empty()) {
+ __historyFrames.push_back(frame);
+ } else {
+ __historyFrames.push_back(__bufferedFrames[0]);
+ for (size_t i = 1; i < __bufferedFrames.size(); i++) {
+ __detectEntrance(__bufferedFrames[i]);
+ if (__entranceToPlace)
+ break;
+ }
+ }
+}
+
+void ctx::VisitDetector::__detectEntrance(std::shared_ptr<ctx::Frame> currentFrame)
+{
+ if (currentFrame->macs2Counts.empty() || __historyFrames.empty()) {
+ __resetHistory(currentFrame);
+ return;
+ }
+
+ if (__stableCounter == 0) {
+ std::shared_ptr<Frame> oldestHistoryFrame = __historyFrames[0];
+ __stayMacs = macSetFromMacs2Counts(oldestHistoryFrame->macs2Counts);
+ }
+
+ std::shared_ptr<MacSet> currentBeacons = macSetFromMacs2Counts(currentFrame->macs2Counts);
+
+ if (similarity::overlapBiggerOverSmaller(*currentBeacons, *__stayMacs) > VISIT_DETECTOR_OVERLAP) {
+ __stableCounter++;
+ __historyFrames.push_back(currentFrame);
+ if (__stableCounter == VISIT_DETECTOR_STABLE_DEPTH) // entrance detected
+ __visitStartDetected();
+ } else {
+ __resetHistory(currentFrame);
+ }
+ return;
+}
+
+void ctx::VisitDetector::__resetHistory()
+{
+ __stableCounter = 0;
+ __historyFrames.clear();
+}
+
+void ctx::VisitDetector::__resetHistory(std::shared_ptr<Frame> frame)
+{
+ __resetHistory();
+ __historyFrames.push_back(frame);
+}
+
+std::shared_ptr<ctx::MacSet> ctx::VisitDetector::__selectRepresentatives(const std::vector<std::shared_ptr<Frame>> &frames)
+{
+ Macs2Counts reprs2Counts;
+ count_t allCount = 0;
+
+ for (auto frame : frames) {
+ allCount += frame->numberOfTimestamps;
+ for (auto &c : frame->macs2Counts) {
+ reprs2Counts[c.first] += c.second;
+ }
+ }
+
+ std::shared_ptr<Macs2Shares> reprs2Shares = __macSharesFromCounts(reprs2Counts, allCount);
+
+ share_t maxShare = __calcMaxShare(*reprs2Shares);
+ share_t threshold = maxShare < VISIT_DETECTOR_REP_THRESHOLD ? maxShare : VISIT_DETECTOR_REP_THRESHOLD;
+
+ std::shared_ptr<MacSet> reprsMacSet = __macSetOfGreaterOrEqualShare(*reprs2Shares, threshold);
+
+ return reprsMacSet;
+}
+
+ctx::share_t ctx::VisitDetector::__calcMaxShare(const ctx::Macs2Shares &macs2Shares)
+{
+ ctx::share_t maxShare = 0.0;
+ for (auto &macShare : macs2Shares) {
+ if (macShare.second > maxShare)
+ maxShare = macShare.second;
+ }
+ return maxShare;
+}
+
+std::shared_ptr<ctx::MacSet> ctx::VisitDetector::__macSetOfGreaterOrEqualShare(const ctx::Macs2Shares &macs2Shares, ctx::share_t threshold)
+{
+ std::shared_ptr<MacSet> macSet = std::make_shared<MacSet>();
+ for (auto &macShare : macs2Shares) {
+ if (macShare.second >= threshold)
+ macSet->insert(macShare.first);
+ }
+ return macSet;
+}
+
+std::shared_ptr<ctx::Macs2Shares> ctx::VisitDetector::__macSharesFromCounts(ctx::Macs2Counts const &macs2Counts, ctx::count_t denominator)
+{
+ std::shared_ptr<Macs2Shares> macs2Shares(std::make_shared<Macs2Shares>());
+ for (auto macCount : macs2Counts) {
+ (*macs2Shares)[macCount.first] = (share_t) macCount.second / denominator;
+ }
+ return macs2Shares;
+}
+
+std::shared_ptr<ctx::Visits> ctx::VisitDetector::__getVisits()
+{
+ return __detectedVisits;
+}
+
+void ctx::VisitDetector::__dbCreateTables()
+{
+ bool ret = __dbManager->createTable(0, VISIT_TABLE, __VISIT_TABLE_COLUMNS);
+ _D("db: Visit Table Creation Result: %s", ret ? "SUCCESS" : "FAIL");
+
+ ret = __dbManager->createTable(0, WIFI_APS_MAP_TABLE, __WIFI_APS_MAP_TABLE_COLUMNS);
+ _D("db: Wifi AP Map Table Creation Result: %s", ret ? "SUCCESS" : "FAIL");
+}
+
+void ctx::VisitDetector::__putVisitCategToJson(const char* key, const Categs &categs, int categType, Json &data)
+{
+ auto categ = categs.find(categType);
+ if (categ == categs.end()) {
+ _E("json_put_visit no type %d in categs", categType);
+ } else {
+ data.set(NULL, key, categ->second);
+ }
+}
+
+void ctx::VisitDetector::__putVisitCategsToJson(const Categs &categs, Json &data)
+{
+ __putVisitCategToJson(VISIT_COLUMN_CATEG_HOME, categs, PLACE_CATEG_ID_HOME, data);
+ __putVisitCategToJson(VISIT_COLUMN_CATEG_WORK, categs, PLACE_CATEG_ID_WORK, data);
+ __putVisitCategToJson(VISIT_COLUMN_CATEG_OTHER, categs, PLACE_CATEG_ID_OTHER, data);
+}
+
+int ctx::VisitDetector::__dbInsertVisit(Visit visit)
+{
+ std::stringstream ss;
+ ss << *visit.macSet;
+
+ Json data;
+ data.set(NULL, VISIT_COLUMN_WIFI_APS, ss.str().c_str());
+
+ data.set(NULL, VISIT_COLUMN_LOCATION_VALID, visit.locationValid);
+ data.set(NULL, VISIT_COLUMN_LOCATION_LATITUDE, visit.location.latitude);
+ data.set(NULL, VISIT_COLUMN_LOCATION_LONGITUDE, visit.location.longitude);
+ data.set(NULL, VISIT_COLUMN_LOCATION_ACCURACY, visit.location.accuracy);
+
+ data.set(NULL, VISIT_COLUMN_START_TIME, static_cast<int>(visit.interval.start));
+ data.set(NULL, VISIT_COLUMN_END_TIME, static_cast<int>(visit.interval.end));
+
+#ifdef TIZEN_ENGINEER_MODE
+ std::string startTimeHuman = DebugUtils::humanReadableDateTime(visit.interval.start, "%F %T", 80);
+ std::string endTimeHuman = DebugUtils::humanReadableDateTime(visit.interval.end, "%F %T", 80);
+ data.set(NULL, VISIT_COLUMN_START_TIME_HUMAN, startTimeHuman.c_str());
+ data.set(NULL, VISIT_COLUMN_END_TIME_HUMAN, endTimeHuman.c_str());
+ _D("db: visit table insert interval: (%d, %d): (%s, %s)",
+ visit.interval.start, visit.interval.end, startTimeHuman.c_str(), endTimeHuman.c_str());
+#else
+ _D("db: visit table insert interval: (%d, %d)", visit.interval.start, visit.interval.end);
+#endif /* TIZEN_ENGINEER_MODE */
+
+ __putVisitCategsToJson(visit.categs, data);
+
+ int64_t rowId;
+ bool ret = __dbManager->insertSync(VISIT_TABLE, data, &rowId);
+ _D("db: visit table insert result: %s", ret ? "SUCCESS" : "FAIL");
+ return ret;
+}
+
+int ctx::VisitDetector::__dbInsertWifiAPsMap(Visit visit)
+{
+ std::stringstream query;
+ time_t now = time(nullptr);
+ const char* separator = " ";
+ query << "BEGIN TRANSACTION; \
+ REPLACE INTO " WIFI_APS_MAP_TABLE " \
+ ( " WIFI_APS_MAP_COLUMN_MAC ", " WIFI_APS_MAP_COLUMN_NETWORK_NAME ", " WIFI_APS_MAP_COLUMN_INSERT_TIME " ) \
+ VALUES";
+ for (Mac mac : *visit.macSet) {
+ // TODO: Add protection from SQL injection in network name!!
+ query << separator << "( '" << mac << "', '" << __wifiAPsMap.find(mac)->second << "', '" << now << "' )";
+ separator = ", ";
+ }
+ __wifiAPsMap.clear();
+ query << "; \
+ END TRANSACTION;";
+ bool ret = __dbManager->execute(0, query.str().c_str(), NULL);
+ _D("DB Wifi APs map insert request: %s", ret ? "SUCCESS" : "FAIL");
+ return ret;
+}
+
+void ctx::VisitDetector::onNewLocation(LocationEvent locationEvent)
+{
+ _D("");
+ locationEvent.log();
+ __locationEvents.push_back(locationEvent);
+};
+
+void ctx::VisitDetector::__setPeriod(PlaceRecogMode energyMode)
+{
+ switch (energyMode) {
+ case PLACE_RECOG_LOW_POWER_MODE:
+ __periodSeconds = VISIT_DETECTOR_PERIOD_SECONDS_LOW_POWER;
+ break;
+ case PLACE_RECOG_HIGH_ACCURACY_MODE:
+ __periodSeconds = VISIT_DETECTOR_PERIOD_SECONDS_HIGH_ACCURACY;
+ break;
+ default:
+ _E("Incorrect energy mode");
+ }
+}
+
+void ctx::VisitDetector::setMode(PlaceRecogMode energyMode)
+{
+ _D("");
+ __setPeriod(energyMode);
+ if (__wifiLogger)
+ __wifiLogger->setMode(energyMode);
+}
+
+
+
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 _CONTEXT_PLACE_RECOGNITION_VISIT_DETECTOR_H_
+#define _CONTEXT_PLACE_RECOGNITION_VISIT_DETECTOR_H_
+
+#include <memory>
+#include <vector>
+#include <map>
+#include <unordered_map>
+#include <unordered_set>
+#include "../facade/user_places_types.h"
+#include <Json.h>
+#include <DatabaseManager.h>
+#include "visit_listener_iface.h"
+#include "location_logger.h"
+#include "location_listener_iface.h"
+#include "wifi_listener_iface.h"
+#include "wifi_logger.h"
+
+namespace ctx {
+
+ class VisitDetector : public IWifiListener, ILocationListener {
+
+ private:
+ bool __testMode;
+ std::map<std::string, std::string> __wifiAPsMap;
+ std::shared_ptr<Visits> __detectedVisits; // only used in test mode
+ LocationLogger *__locationLogger;
+ WifiLogger *__wifiLogger;
+ std::vector<IVisitListener*> __listeners;
+ std::shared_ptr<MacEvents> __currentMacEvents;
+ Interval __currentInterval;
+ std::vector<LocationEvent> __locationEvents;
+ std::vector<std::shared_ptr<Frame>> __historyFrames; // python: history_scans + history_times
+ std::vector<std::shared_ptr<Frame>> __bufferedFrames; // python: buffered_scans + buffered_times
+ int __stableCounter;
+ int __tolerance;
+ bool __entranceToPlace;
+ int __periodSeconds;
+ DatabaseManager *__dbManager;
+
+ // fields that are used only in case of entrance detection
+ std::shared_ptr<MacSet> __representativesMacs; // macs that represent the current place
+ std::shared_ptr<MacSet> __stayMacs; // macs that can appear in the current place
+ time_t __entranceTime;
+ time_t __departureTime;
+
+ bool __isValid(const Mac &mac);
+ void __shiftCurrentInterval();
+ void __detectEntranceOrDeparture(std::shared_ptr<Frame> frame);
+ void __detectEntrance(std::shared_ptr<Frame> frame);
+ void __detectDeparture(std::shared_ptr<Frame> frame);
+ void __processBuffer(std::shared_ptr<Frame> frame); // python: buffer_analysing
+ std::shared_ptr<Frame> __makeFrame(std::shared_ptr<MacEvents> macEvents, Interval interval); // python: scans2fingerprint
+ void __resetHistory();
+ void __resetHistory(std::shared_ptr<Frame> frame);
+ void __visitStartDetected();
+ void __visitEndDetected();
+ void __putLocationToVisit(Visit &visit);
+ std::shared_ptr<MacSet> __selectRepresentatives(const std::vector<std::shared_ptr<Frame>> &frames);
+ std::shared_ptr<MacSet> __macSetOfGreaterOrEqualShare(const Macs2Shares &macs2Shares, share_t threshold);
+ std::shared_ptr<Macs2Shares> __macSharesFromCounts(Macs2Counts const &macs2Counts, count_t denominator); // python: response_rate
+ share_t __calcMaxShare(const Macs2Shares &macs2Shares);
+ bool __isDisjoint(const Macs2Counts &macs2Counts, const MacSet &macSet);
+ bool __protrudesFrom(const Macs2Counts &macs2Counts, const MacSet &macSet);
+ void __setPeriod(PlaceRecogMode mode);
+ void __processCurrentLogger();
+ std::shared_ptr<Visits> __getVisits();
+
+ /* DATABASE */
+ void __dbCreateTables();
+ int __dbInsertVisit(Visit visit);
+ int __dbInsertWifiAPsMap(Visit visit);
+ void __putVisitCategToJson(const char* key, const Categs &categs, int categType, Json &data);
+ void __putVisitCategsToJson(const Categs &categs, Json &data);
+
+ /* INPUT */
+ void onWifiScan(MacEvent event);
+ void onNewLocation(LocationEvent location);
+
+ public:
+ VisitDetector(time_t startScan, PlaceRecogMode energyMode = PLACE_RECOG_HIGH_ACCURACY_MODE, bool testMode = false);
+ ~VisitDetector();
+
+ void setMode(PlaceRecogMode energyMode);
+
+ }; /* class VisitDetector */
+
+} /* namespace ctx */
+
+#endif /* End of _CONTEXT_PLACE_RECOGNITION_VISIT_DETECTOR_H_ */
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 _CONTEXT_PLACE_RECOGNITION_VISIT_LISTENER_IFACE_H_
+#define _CONTEXT_PLACE_RECOGNITION_VISIT_LISTENER_IFACE_H_
+
+namespace ctx {
+
+ class IVisitListener {
+
+ public:
+ virtual ~IVisitListener() {};
+ virtual void onVisitStart() = 0;
+ virtual void onVisitEnd() = 0;
+
+ }; /* class IVisitListener */
+
+} /* namespace ctx */
+
+#endif /* End of _CONTEXT_PLACE_RECOGNITION_VISIT_LISTENER_IFACE_H_ */
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 _CONTEXT_PLACE_RECOGNITION_WIFI_LISTENER_IFACE_H_
+#define _CONTEXT_PLACE_RECOGNITION_WIFI_LISTENER_IFACE_H_
+
+#include "../facade/user_places_types.h"
+
+namespace ctx {
+
+ class IWifiListener {
+
+ public:
+ virtual ~IWifiListener() {};
+ virtual void onWifiScan(ctx::MacEvent macEvent) = 0;
+
+ }; /* IWifiListener */
+
+} /* namespace ctx */
+
+#endif /* End of _CONTEXT_PLACE_RECOGNITION_WIFI_LISTENER_IFACE_H_ */
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 <sstream>
+#include <Types.h>
+#include <DatabaseManager.h>
+#include "../facade/user_places_types.h"
+#include "../utils/debug_utils.h"
+#include "wifi_logger.h"
+
+#define __WIFI_CREATE_TABLE_COLUMNS \
+ WIFI_COLUMN_TIMESTAMP " timestamp NOT NULL, "\
+ WIFI_COLUMN_BSSID " TEXT NOT NULL, "\
+ WIFI_COLUMN_ESSID " TEXT NOT NULL"
+
+#define __WIFI_ERROR_LOG(error) { \
+ if (error != WIFI_ERROR_NONE) { \
+ _E("ERROR == %s", __wifiError2Str(error)); \
+ } else { \
+ _D("SUCCESS"); \
+ } \
+}
+
+int ctx::WifiLogger::__dbCreateTable()
+{
+ ctx::DatabaseManager dbManager;
+ bool ret = dbManager.createTable(0, WIFI_TABLE_NAME, __WIFI_CREATE_TABLE_COLUMNS, NULL, NULL);
+ _D("Table Creation Request: %s", ret ? "SUCCESS" : "FAIL");
+ return ret;
+}
+
+int ctx::WifiLogger::__dbInsertLogs()
+{
+ if (__logs.size() > 0) {
+ ctx::DatabaseManager dbManager;
+ std::stringstream query;
+ const char* separator = " ";
+ query << "BEGIN TRANSACTION; \
+ INSERT INTO " WIFI_TABLE_NAME " \
+ ( " WIFI_COLUMN_BSSID ", " WIFI_COLUMN_ESSID ", " WIFI_COLUMN_TIMESTAMP " ) \
+ VALUES";
+ for (MacEvent mac_event : __logs) {
+ query << separator << "( '" << mac_event.mac << "', '" << mac_event.networkName << "', '" << mac_event.timestamp << "' )";
+ separator = ", ";
+ }
+ __logs.clear();
+ query << "; \
+ END TRANSACTION;";
+ bool ret = dbManager.execute(0, query.str().c_str(), NULL);
+ _D("DB insert request: %s", ret ? "SUCCESS" : "FAIL");
+ return ret;
+ }
+ _D("__logs vector empty -> nothing to insert");
+ return 0;
+}
+
+ctx::WifiLogger::WifiLogger(IWifiListener * listener, PlaceRecogMode energyMode) :
+ __timerOn(false),
+ __intervalMinutes(WIFI_LOGGER_INTERVAL_MINUTES_HIGH_ACCURACY),
+ __listener(listener),
+ __lastScanTime(time_t(0)),
+ __lasTimerCallbackTime(time_t(0)),
+ __duringVisit(false),
+ __connectedToWifiAp(false),
+ __started(false),
+ __running(false)
+{
+ _D("CONSTRUCTOR");
+
+ __setInterval(energyMode);
+
+ if (WIFI_LOGGER_DATABASE)
+ __dbCreateTable();
+
+ __logs = std::vector<MacEvent>();
+
+ __wifiSetDeviceStateChangedCbRequest();
+
+ if (WIFI_LOGGER_LOW_POWER_MODE)
+ __wifiSetConnectionStateChangedCbRequest();
+
+ wifi_connection_state_e state = __wifiGetConnectionStateRequest();
+ __connectedToWifiAp = (state == WIFI_CONNECTION_STATE_CONNECTED);
+ _D("__connectedToWifiAp = %d, __duringVisit = %d IN CONSTRUCTOR",
+ static_cast<int>(__connectedToWifiAp),
+ static_cast<int>(__duringVisit));
+}
+
+ctx::WifiLogger::~WifiLogger()
+{
+ _D("DESTRUCTOR");
+ stopLogging();
+}
+
+void ctx::WifiLogger::__wifiDeviceStateChangedCb(wifi_device_state_e state, void *userData)
+{
+ ctx::WifiLogger* wifiLogger = (ctx::WifiLogger *)userData;
+ switch (state) {
+ case WIFI_DEVICE_STATE_DEACTIVATED:
+ _D("WIFI setting OFF");
+ if (wifiLogger->__started)
+ wifiLogger->__stopLogging();
+ break;
+ case WIFI_DEVICE_STATE_ACTIVATED:
+ _D("WIFI setting ON");
+ if (wifiLogger->__started)
+ wifiLogger->__startLogging();
+ break;
+ default:
+ break;
+ }
+}
+
+void ctx::WifiLogger::__wifiConnectionStateChangedCb(wifi_connection_state_e state, wifi_ap_h ap, void *userData)
+{
+ ctx::WifiLogger* wifiLogger = (ctx::WifiLogger *)userData;
+ switch (state) {
+ case WIFI_CONNECTION_STATE_CONNECTED:
+ _D("connected to AP");
+ wifiLogger->__connectedToWifiAp = true;
+ break;
+ default:
+ _D("disconnected from AP -> __lastScansPool.clear()");
+ wifiLogger->__connectedToWifiAp = false;
+ wifiLogger->__lastScansPool.clear();
+ break;
+ }
+ // TODO: Check if AP bssid (MAC Address) will be helpful somehow in LOW_POWER mode
+}
+
+bool ctx::WifiLogger::__wifiFoundApCb(wifi_ap_h ap, void *userData)
+{
+ ctx::WifiLogger* wifiLogger = (ctx::WifiLogger *)userData;
+
+ char *bssid = NULL;
+ int ret = wifiLogger->__wifiApGetBssidRequest(ap, &bssid);
+ if (ret != WIFI_ERROR_NONE)
+ return false;
+
+ char *essid = NULL;
+ ret = wifiLogger->__wifiApGetEssidRequest(ap, &essid);
+ if (ret != WIFI_ERROR_NONE)
+ return false;
+
+ Mac mac;
+ try {
+ mac = Mac(bssid);
+ } catch (std::runtime_error &e) {
+ _E("Cannot create mac_event. Exception: %s", e.what());
+ return false;
+ }
+
+ MacEvent log(wifiLogger->__lastScanTime, mac, std::string(essid));
+ if (wifiLogger->__listener) {
+ wifiLogger->__listener->onWifiScan(log);
+ if (WIFI_LOGGER_LOW_POWER_MODE
+ && (wifiLogger->__connectedToWifiAp || wifiLogger->__duringVisit) ) {
+ // Add to last scans AP's set
+ wifiLogger->__lastScansPool.insert(std::pair<std::string, std::string>(std::string(bssid), std::string(essid)));
+ }
+ }
+ if (WIFI_LOGGER_DATABASE)
+ wifiLogger->__logs.push_back(log);
+
+ return true;
+}
+
+const char* ctx::WifiLogger::__wifiError2Str(int error)
+{
+ switch (error) {
+ case WIFI_ERROR_INVALID_PARAMETER:
+ return "WIFI_ERROR_INVALID_PARAMETER";
+ case WIFI_ERROR_OUT_OF_MEMORY:
+ return "WIFI_ERROR_OUT_OF_MEMORY";
+ case WIFI_ERROR_INVALID_OPERATION:
+ return "WIFI_ERROR_INVALID_OPERATION";
+ case WIFI_ERROR_ADDRESS_FAMILY_NOT_SUPPORTED:
+ return "WIFI_ERROR_ADDRESS_FAMILY_NOT_SUPPORTED";
+ case WIFI_ERROR_OPERATION_FAILED:
+ return "WIFI_ERROR_OPERATION_FAILED";
+ case WIFI_ERROR_NO_CONNECTION:
+ return "WIFI_ERROR_NO_CONNECTION";
+ case WIFI_ERROR_NOW_IN_PROGRESS:
+ return "WIFI_ERROR_NOW_IN_PROGRESS";
+ case WIFI_ERROR_ALREADY_EXISTS:
+ return "WIFI_ERROR_ALREADY_EXISTS";
+ case WIFI_ERROR_OPERATION_ABORTED:
+ return "WIFI_ERROR_OPERATION_ABORTED";
+ case WIFI_ERROR_DHCP_FAILED:
+ return "WIFI_ERROR_DHCP_FAILED";
+ case WIFI_ERROR_INVALID_KEY:
+ return "WIFI_ERROR_INVALID_KEY";
+ case WIFI_ERROR_NO_REPLY:
+ return "WIFI_ERROR_NO_REPLY";
+ case WIFI_ERROR_SECURITY_RESTRICTED:
+ return "WIFI_ERROR_SECURITY_RESTRICTED";
+ case WIFI_ERROR_PERMISSION_DENIED:
+ return "WIFI_ERROR_PERMISSION_DENIED";
+ default:
+ return "unknown wifi error code";
+ }
+}
+
+void ctx::WifiLogger::__wifiScanFinishedCb(wifi_error_e errorCode, void *userData)
+{
+ ctx::WifiLogger* wifiLogger = (ctx::WifiLogger *)userData;
+
+ time_t now = time(nullptr);
+#ifdef TIZEN_ENGINEER_MODE
+ double seconds = 0;
+ if (wifiLogger->__lastScanTime > 0) {
+ seconds = difftime(now, wifiLogger->__lastScanTime);
+ }
+ std::string timeStr = DebugUtils::humanReadableDateTime(now, "%T", 9);
+ _D("__connectedToWifiAp = %d, __duringVisit = %d, __lastScansPool.size() = %d -> scan %s (from last : %.1fs)",
+ static_cast<int>(wifiLogger->__connectedToWifiAp),
+ static_cast<int>(wifiLogger->__duringVisit),
+ wifiLogger->__lastScansPool.size(),
+ timeStr.c_str(),
+ seconds);
+#endif /* TIZEN_ENGINEER_MODE */
+ wifiLogger->__lastScanTime = now;
+
+ int ret = wifiLogger->__wifiForeachFoundApsRequest(userData);
+ if (ret != WIFI_ERROR_NONE)
+ return;
+ if (WIFI_LOGGER_DATABASE)
+ wifiLogger->__dbInsertLogs();
+}
+
+bool ctx::WifiLogger::__checkWifiIsActivated()
+{
+ bool wifiActivated = true;
+ int ret = __wifiWrapper.isActivated(&wifiActivated);
+ __WIFI_ERROR_LOG(ret);
+ _D("Wi-Fi is %s", wifiActivated ? "ON" : "OFF");
+ return wifiActivated;
+}
+
+void ctx::WifiLogger::__wifiScanRequest()
+{
+ int ret = __wifiWrapper.scan(__wifiScanFinishedCb, this);
+ __WIFI_ERROR_LOG(ret);
+}
+
+int ctx::WifiLogger::__wifiForeachFoundApsRequest(void *userData)
+{
+ int ret = __wifiWrapper.foreachFoundAP(__wifiFoundApCb, userData);
+ __WIFI_ERROR_LOG(ret);
+ return ret;
+}
+
+wifi_connection_state_e ctx::WifiLogger::__wifiGetConnectionStateRequest()
+{
+ wifi_connection_state_e connectionState;
+ int ret = __wifiWrapper.getConnectionState(&connectionState);
+ __WIFI_ERROR_LOG(ret);
+ return connectionState;
+}
+
+void ctx::WifiLogger::__wifiSetBackgroundScanCbRequest()
+{
+ int ret = __wifiWrapper.setBackgroundScanCb(__wifiScanFinishedCb, this);
+ __WIFI_ERROR_LOG(ret);
+}
+
+void ctx::WifiLogger::__wifiSetDeviceStateChangedCbRequest()
+{
+ int ret = __wifiWrapper.setDeviceStateChangedCb(__wifiDeviceStateChangedCb, this);
+ __WIFI_ERROR_LOG(ret);
+}
+
+void ctx::WifiLogger::__wifiSetConnectionStateChangedCbRequest()
+{
+ int ret = __wifiWrapper.setConnectionStateChangedCb(__wifiConnectionStateChangedCb, this);
+ __WIFI_ERROR_LOG(ret);
+}
+
+int ctx::WifiLogger::__wifiApGetEssidRequest(wifi_ap_h ap, char **essid)
+{
+ int ret = __wifiWrapper.getEssidFromAP(ap, essid);
+ __WIFI_ERROR_LOG(ret);
+ return ret;
+}
+
+int ctx::WifiLogger::__wifiApGetBssidRequest(wifi_ap_h ap, char **bssid)
+{
+ int ret = __wifiWrapper.getBssidFromAP(ap, bssid);
+ __WIFI_ERROR_LOG(ret);
+ return ret;
+}
+
+bool ctx::WifiLogger::__checkTimerId(int id)
+{
+ _D("id == %d, __timerId == %d", id, __timerId);
+ return id == __timerId;
+}
+
+/*
+ * Accepted time from last callback is >= than minimum interval
+ */
+bool ctx::WifiLogger::__checkTimerTime(time_t now)
+{
+ double seconds = 0;
+ if (__lasTimerCallbackTime > 0) {
+ seconds = difftime(now, __lasTimerCallbackTime);
+ if (seconds < WIFI_LOGGER_ACTIVE_SCANNING_MIN_INTERVAL) {
+ _D("last == %d, now == %d, diff = %.1fs -> Incorrect timer callback", __lasTimerCallbackTime, now, seconds);
+ return false;
+ } else {
+ _D("last == %d, now == %d, diff = %.1fs -> Correct timer callback", __lasTimerCallbackTime, now, seconds);
+ }
+ } else {
+ _D("last == %d, now == %d -> First callback", __lasTimerCallbackTime, now);
+ }
+ __lasTimerCallbackTime = now;
+ return true;
+}
+
+bool ctx::WifiLogger::onTimerExpired(int id)
+{
+ time_t now = time(nullptr);
+ _D("");
+ if (__checkTimerId(id) == false) // Incorrect callback call
+ return false;
+ if (__checkTimerTime(now) == false) // Prevention from double callback call bug
+ return __timerOn;
+ _D("__connectedToWifiAp = %d, __duringVisit = %d, __lastScansPool.size() = %d",
+ static_cast<int>(__connectedToWifiAp),
+ static_cast<int>(__duringVisit),
+ __lastScansPool.size());
+ if (WIFI_LOGGER_LOW_POWER_MODE
+ && __duringVisit
+ && __connectedToWifiAp
+ && __lastScansPool.size() > 0) {
+ _D("trying to send fake scan");
+ if (__listener) {
+ _D("__listener != false -> CORRECT");
+ for (std::pair<std::string, std::string> ap : __lastScansPool) {
+ Mac mac(ap.first);
+ MacEvent scan(now, mac, ap.second);
+ _D("send fake scan (%s, %s)", ap.first.c_str(), ap.second.c_str());
+ __listener->onWifiScan(scan);
+ }
+ }
+ } else {
+ __wifiScanRequest();
+ }
+ return __timerOn;
+}
+
+void ctx::WifiLogger::startLogging()
+{
+ _D("");
+ __started = true;
+ __startLogging();
+}
+
+void ctx::WifiLogger::__startLogging()
+{
+ _D("");
+ if (!__checkWifiIsActivated() || __running)
+ return;
+ __running = true;
+
+ if (WIFI_LOGGER_ACTIVE_SCANNING) {
+ __timerStart(__intervalMinutes);
+ __wifiScanRequest();
+ }
+ if (WIFI_LOGGER_PASSIVE_SCANNING)
+ __wifiSetBackgroundScanCbRequest();
+}
+
+void ctx::WifiLogger::stopLogging()
+{
+ _D("");
+ __started = false;
+ __stopLogging();
+}
+
+void ctx::WifiLogger::__stopLogging()
+{
+ _D("");
+ if (!__running)
+ return;
+ if (WIFI_LOGGER_ACTIVE_SCANNING) {
+ // Unset timer
+ __timerOn = false;
+ // Remove timer
+ __timerManager.remove(__timerId);
+ }
+ if (WIFI_LOGGER_PASSIVE_SCANNING)
+ __wifiWrapper.unsetBackgroundScanCb();
+ __running = false;
+}
+
+void ctx::WifiLogger::__timerStart(time_t minutes)
+{
+ __timerOn = true;
+ __timerId = __timerManager.setFor(minutes, this);
+ _D("%s (minutes=%d)", __timerId >= 0 ? "SUCCESS" : "ERROR", minutes);
+}
+
+void ctx::WifiLogger::onVisitStart()
+{
+ _D("");
+ __duringVisit = true;
+}
+
+void ctx::WifiLogger::onVisitEnd()
+{
+ _D("__lastScansPool.clear()");
+ __duringVisit = false;
+ __lastScansPool.clear();
+}
+
+void ctx::WifiLogger::__setInterval(PlaceRecogMode energyMode)
+{
+ switch (energyMode) {
+ case PLACE_RECOG_LOW_POWER_MODE:
+ __intervalMinutes = WIFI_LOGGER_INTERVAL_MINUTES_LOW_POWER;
+ break;
+ case PLACE_RECOG_HIGH_ACCURACY_MODE:
+ __intervalMinutes = WIFI_LOGGER_INTERVAL_MINUTES_HIGH_ACCURACY;
+ break;
+ default:
+ _E("Incorrect energy mode");
+ }
+}
+
+void ctx::WifiLogger::__timerRestart()
+{
+ __timerManager.remove(__timerId);
+ __timerStart(__intervalMinutes);
+}
+
+void ctx::WifiLogger::setMode(PlaceRecogMode energyMode)
+{
+ _D("");
+ __setInterval(energyMode);
+ if (WIFI_LOGGER_ACTIVE_SCANNING && __timerOn)
+ __timerRestart();
+}
--- /dev/null
+/*
+ * Copyright (c) 2016 Samsung Electronics Co., Ltd.
+ *
+ * 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 _CONTEXT_PLACE_RECOGNITION_WIFI_LOGGER_H_
+#define _CONTEXT_PLACE_RECOGNITION_WIFI_LOGGER_H_
+
+#include <WifiWrapper.h>
+#include <time.h>
+#include <vector>
+#include <map>
+#include <TimerManager.h>
+#include "wifi_listener_iface.h"
+#include "visit_listener_iface.h"
+#include "../facade/user_places_params.h"
+
+/* Database usage flag */
+#define WIFI_LOGGER_DATABASE false
+
+/* Active scanning usage flag */
+#define WIFI_LOGGER_ACTIVE_SCANNING true
+
+/* Passive scanning usage flag */
+#define WIFI_LOGGER_PASSIVE_SCANNING true
+
+/* Active scanning minimum interval in seconds */
+#define WIFI_LOGGER_ACTIVE_SCANNING_MIN_INTERVAL 10
+
+/*
+ * Low power scanning usage flag
+ * (When phone is connected to some WiFi Access Point
+ * last scan data is returned instead of new scan triggering)
+ */
+#define WIFI_LOGGER_LOW_POWER_MODE false
+
+namespace ctx {
+
+ class WifiLogger : public ITimerListener, public IVisitListener {
+
+ public:
+ WifiLogger(IWifiListener * listener = nullptr,
+ PlaceRecogMode energyMode = PLACE_RECOG_HIGH_ACCURACY_MODE);
+ ~WifiLogger();
+
+ void startLogging();
+ void stopLogging();
+ void setMode(PlaceRecogMode energyMode);
+
+ private:
+ /* INPUT */
+ void onVisitStart();
+ void onVisitEnd();
+
+ bool onTimerExpired(int timerId);
+
+ /* TIMER */
+ bool __timerOn;
+ int __timerId;
+ int __intervalMinutes;
+ TimerManager __timerManager;
+ void __setInterval(PlaceRecogMode energyMode);
+ bool __checkTimerId(int id);
+ bool __checkTimerTime(time_t now);
+ void __timerStart(time_t minutes);
+ void __timerRestart();
+
+ /* DATABASE */
+ static int __dbCreateTable();
+ int __dbInsertLogs();
+
+ /* SYSTEM CAPI WRAPPERS */
+ WifiWrapper __wifiWrapper;
+ void __wifiSetBackgroundScanCbRequest();
+ void __wifiSetDeviceStateChangedCbRequest();
+ void __wifiSetConnectionStateChangedCbRequest();
+ bool __checkWifiIsActivated();
+ void __wifiScanRequest();
+ int __wifiForeachFoundApsRequest(void *userData);
+ wifi_connection_state_e __wifiGetConnectionStateRequest();
+ int __wifiApGetEssidRequest(wifi_ap_h ap, char **essid);
+ int __wifiApGetBssidRequest(wifi_ap_h ap, char **bssid);
+
+ /* SYSTEM CAPI CALLBACKS */
+ static void __wifiDeviceStateChangedCb(wifi_device_state_e state, void *userData);
+ static void __wifiConnectionStateChangedCb(wifi_connection_state_e state, wifi_ap_h ap, void *userData);
+ static bool __wifiFoundApCb(wifi_ap_h ap, void *userData);
+ static void __wifiScanFinishedCb(wifi_error_e errorCode, void *userData);
+
+ IWifiListener * const __listener;
+ std::vector<MacEvent> __logs;
+ std::map<std::string, std::string> __lastScansPool; // Mac address to network name map
+ time_t __lastScanTime;
+ time_t __lasTimerCallbackTime;
+ bool __duringVisit;
+ bool __connectedToWifiAp;
+ bool __started;
+ bool __running;
+
+ void __startLogging();
+ void __stopLogging();
+ static const char* __wifiError2Str(int error);
+
+ }; /* class WifiLogger */
+
+} /* namespace ctx */
+
+#endif /* End of _CONTEXT_PLACE_RECOGNITION_WIFI_LOGGER_H_ */
projects / platform / core / context / context-provider.git / commitdiff