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updater.go
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/
updater.go
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package updater
import (
"io/ioutil"
"math"
"net/http"
"regexp"
"strconv"
"strings"
"sync"
"time"
"github.com/spf13/viper"
"github.com/wtg/shuttletracker"
"github.com/wtg/shuttletracker/log"
)
// DataFeedResponse contains information from the iTRAK data feed.
type DataFeedResponse struct {
Body []byte
StatusCode int
Headers http.Header
}
// Updater handles periodically grabbing the latest vehicle location data from iTrak.
type Updater struct {
cfg Config
updateInterval time.Duration
dataRegexp *regexp.Regexp
ms shuttletracker.ModelService
mutex *sync.Mutex
lastDataFeedResponse *DataFeedResponse
}
type Config struct {
DataFeed string
UpdateInterval string
}
// New creates an Updater.
func New(cfg Config, ms shuttletracker.ModelService) (*Updater, error) {
updater := &Updater{
cfg: cfg,
ms: ms,
mutex: &sync.Mutex{},
}
interval, err := time.ParseDuration(cfg.UpdateInterval)
if err != nil {
return nil, err
}
updater.updateInterval = interval
// Match each API field with any number (+)
// of the previous expressions (\d digit, \. escaped period, - negative number)
// Specify named capturing groups to store each field from data feed
updater.dataRegexp = regexp.MustCompile(`(?P<id>Vehicle ID:([\d\.]+)) (?P<lat>lat:([\d\.-]+)) (?P<lng>lon:([\d\.-]+)) (?P<heading>dir:([\d\.-]+)) (?P<speed>spd:([\d\.-]+)) (?P<lock>lck:([\d\.-]+)) (?P<time>time:([\d]+)) (?P<date>date:([\d]+)) (?P<status>trig:([\d]+))`)
return updater, nil
}
func NewConfig(v *viper.Viper) *Config {
cfg := &Config{
UpdateInterval: "10s",
DataFeed: "https://shuttles.rpi.edu/datafeed",
}
v.SetDefault("updater.updateinterval", cfg.UpdateInterval)
v.SetDefault("updater.datafeed", cfg.DataFeed)
return cfg
}
// Run updater forever.
func (u *Updater) Run() {
log.Debug("Updater started.")
ticker := time.Tick(u.updateInterval)
// Do one initial update.
u.update()
// Call update() every updateInterval.
for range ticker {
u.update()
}
}
// Send a request to iTrak API, get updated shuttle info,
// store updated records in the database, and remove old records.
func (u *Updater) update() {
// Make request to iTrak data feed
client := http.Client{Timeout: time.Second * 5}
resp, err := client.Get(u.cfg.DataFeed)
if err != nil {
log.WithError(err).Error("Could not get data feed.")
return
}
if resp.StatusCode != http.StatusOK {
log.Errorf("data feed status code %d", resp.StatusCode)
return
}
// Read response body content
body, err := ioutil.ReadAll(resp.Body)
if err != nil {
log.WithError(err).Error("Could not read data feed.")
return
}
resp.Body.Close()
dfresp := &DataFeedResponse{
Body: body,
StatusCode: resp.StatusCode,
Headers: resp.Header,
}
u.setLastResponse(dfresp)
delim := "eof"
// split the body of response by delimiter
vehiclesData := strings.Split(string(body), delim)
vehiclesData = vehiclesData[:len(vehiclesData)-1] // last element is EOF
// TODO: Figure out if this handles == 1 vehicle correctly or always assumes > 1.
if len(vehiclesData) <= 1 {
log.Warnf("Found no vehicles delineated by '%s'.", delim)
}
wg := sync.WaitGroup{}
// for parsed data, update each vehicle
for _, vehicleData := range vehiclesData {
wg.Add(1)
go func(vehicleData string) {
u.handleVehicleData(vehicleData)
wg.Done()
}(vehicleData)
}
wg.Wait()
log.Debugf("Updated vehicles.")
// Prune updates older than one month
deleted, err := u.ms.DeleteLocationsBefore(time.Now().AddDate(0, -1, 0))
if err != nil {
log.WithError(err).Error("unable to remove old locations")
return
}
if deleted > 0 {
log.Debugf("Removed %d old updates.", deleted)
}
}
// nolint: gocyclo
func (u *Updater) handleVehicleData(vehicleData string) {
match := u.dataRegexp.FindAllStringSubmatch(vehicleData, -1)[0]
// Store named capturing group and matching expression as a key value pair
result := map[string]string{}
for i, item := range match {
result[u.dataRegexp.SubexpNames()[i]] = item
}
// Create new vehicle update & insert update into database
itrakID := strings.Replace(result["id"], "Vehicle ID:", "", -1)
vehicle, err := u.ms.VehicleWithTrackerID(itrakID)
if err == shuttletracker.ErrVehicleNotFound {
log.Warnf("Unknown vehicle ID \"%s\" returned by iTrak. Make sure all vehicles have been added.", itrakID)
return
} else if err != nil {
log.WithError(err).Error("Unable to fetch vehicle.")
return
}
// determine if this is a new update from itrak by comparing timestamps
newTime, err := itrakTimeDate(result["time"], result["date"])
if err != nil {
log.WithError(err).Error("unable to parse iTRAK time and date")
return
}
lastUpdate, err := u.ms.LatestLocation(vehicle.ID)
if err != nil && err != shuttletracker.ErrLocationNotFound {
log.WithError(err).Error("unable to retrieve last update")
return
}
if err != shuttletracker.ErrLocationNotFound && newTime.Equal(lastUpdate.Time) {
// Timestamp is not new; don't store update.
return
}
log.Debugf("Updating %s.", vehicle.Name)
// vehicle found and no error
route, err := u.GuessRouteForVehicle(vehicle)
if err != nil {
log.WithError(err).Error("Unable to guess route for vehicle.")
return
}
latitude, err := strconv.ParseFloat(strings.Replace(result["lat"], "lat:", "", -1), 64)
if err != nil {
log.WithError(err).Error("unable to parse latitude as float")
return
}
longitude, err := strconv.ParseFloat(strings.Replace(result["lng"], "lon:", "", -1), 64)
if err != nil {
log.WithError(err).Error("unable to parse longitude as float")
return
}
heading, err := strconv.ParseFloat(strings.Replace(result["heading"], "dir:", "", -1), 64)
if err != nil {
log.WithError(err).Error("unable to parse heading as float")
return
}
// convert KPH to MPH
speedKMH, err := strconv.ParseFloat(strings.Replace(result["speed"], "spd:", "", -1), 64)
if err != nil {
log.Error(err)
return
}
speedMPH := kphToMPH(speedKMH)
trackerID := strings.Replace(result["id"], "Vehicle ID:", "", -1)
update := &shuttletracker.Location{
TrackerID: trackerID,
Latitude: latitude,
Longitude: longitude,
Heading: heading,
Speed: speedMPH,
Time: newTime,
}
if route != nil {
update.RouteID = &route.ID
}
if err := u.ms.CreateLocation(update); err != nil {
log.WithError(err).Errorf("could not create location")
}
}
// Convert kmh to mph
func kphToMPH(kmh float64) float64 {
return kmh * 0.621371192
}
// GuessRouteForVehicle returns a guess at what route the vehicle is on.
// It may return an empty route if it does not believe a vehicle is on any route.
// nolint: gocyclo
func (u *Updater) GuessRouteForVehicle(vehicle *shuttletracker.Vehicle) (route *shuttletracker.Route, err error) {
routes, err := u.ms.Routes()
if err != nil {
return nil, err
}
routeDistances := make(map[int64]float64)
for _, route := range routes {
routeDistances[route.ID] = 0
}
updates, err := u.ms.LocationsSince(vehicle.ID, time.Now().Add(time.Minute*-15))
if len(updates) < 5 {
// Can't make a guess with fewer than 5 updates.
log.Debugf("%v has too few recent updates (%d) to guess route.", vehicle.Name, len(updates))
return
}
for _, update := range updates {
for _, route := range routes {
if !route.Enabled || !route.Active {
routeDistances[route.ID] += math.Inf(0)
}
nearestDistance := math.Inf(0)
for _, point := range route.Points {
distance := math.Sqrt(math.Pow(update.Latitude-point.Latitude, 2) +
math.Pow(update.Longitude-point.Longitude, 2))
if distance < nearestDistance {
nearestDistance = distance
}
}
if nearestDistance > .003 {
nearestDistance += 50
}
routeDistances[route.ID] += nearestDistance
}
}
minDistance := math.Inf(0)
var minRouteID int64
for id := range routeDistances {
distance := routeDistances[id] / float64(len(updates))
if distance < minDistance {
minDistance = distance
minRouteID = id
// If more than ~5% of the last 100 samples were far away from a route, say the shuttle is not on a route
// This is extremely aggressive and requires a shuttle to be on a route for ~5 minutes before it registers as on the route
if minDistance > 5 {
minRouteID = 0
}
}
}
// not on a route
if minRouteID == 0 {
log.Debugf("%v not on route; distance from nearest: %v", vehicle.Name, minDistance)
return nil, nil
}
route, err = u.ms.Route(minRouteID)
if err != nil {
return route, err
}
log.Debugf("%v on %s route.", vehicle.Name, route.Name)
return route, err
}
func itrakTimeDate(itrakTime, itrakDate string) (time.Time, error) {
// Add leading zeros to the time value if they're missing. time.Parse expects this.
if len(itrakTime) < 11 {
builder := itrakTime[:5]
for i := len(itrakTime); i < 11; i++ {
builder += "0"
}
builder += itrakTime[5:]
itrakTime = builder
}
combined := itrakDate + " " + itrakTime
return time.Parse("date:01022006 time:150405", combined)
}
func (u *Updater) setLastResponse(dfresp *DataFeedResponse) {
u.mutex.Lock()
u.lastDataFeedResponse = dfresp
u.mutex.Unlock()
}
// GetLastResponse returns the most recent response from the iTRAK data feed.
func (u *Updater) GetLastResponse() *DataFeedResponse {
u.mutex.Lock()
defer u.mutex.Unlock()
return u.lastDataFeedResponse
}