Ejemplo n.º 1
0
    /// <summary>
    /// Serialize the current object to storage
    /// </summary>
    /// <param name="predictions">predictions</param>
    /// <param name="captureNum">integer to make the file unique</param>
    public void SaveHologram(int captureNum)
    {
        var texture    = GetComponent <Renderer>().sharedMaterial.GetTexture("_MainTex") as Texture2D;
        var imageBytes = texture.GetRawTextureData();

        var holoObj = new Holo()
        {
            confidences         = Predictions.Select(p => p.Confidence).ToList(),
            labels              = Predictions.Select(p => p.Label).ToList(),
            predictedRects      = Predictions.Select(p => p.Rect).ToList(),
            image               = imageBytes,
            cameraToWorldMatrix = camera2WorldFloat,
            projectionMatrix    = projectionFloat,
            x  = transform.position.x,
            y  = transform.position.y,
            z  = transform.position.z,
            qx = transform.rotation.x,
            qy = transform.rotation.y,
            qz = transform.rotation.z,
            qw = transform.rotation.w,

            width  = texture.width,
            height = texture.height,

            headX = HeadPos.x,
            headY = HeadPos.y,
            headZ = HeadPos.z
        };

        string path = Path.Combine(Application.persistentDataPath, $"{FilePrefix}{captureNum++}.json");

        HoloSaver.Instance.SaveHologram(holoObj, path);
    }
Ejemplo n.º 2
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        private async static Task <int> Suns(Predictions predictions)
        {
            var querycount = 0;

            predictions.OnQuery += () =>
            {
                querycount++;
            };

            // this should cause a query
            var suns = await predictions.CurrentSuns();

            foreach (var s in suns)
            {
                Console.WriteLine($"{s.Date} {s.Type}");
            }

            if (suns.Count == 0 || querycount <= 0)
            {
                throw new Exception("Invalid query");
            }

            var previousquerycount = querycount;

            // this round should not cause a query
            suns = await predictions.CurrentSuns();

            if (suns.Count == 0 || querycount != previousquerycount)
            {
                throw new Exception("Invalid query");
            }

            return(0);
        }
Ejemplo n.º 3
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        public Dictionary <string, double> GetVector(Predictions predictions)
        {
            var result = new Dictionary <string, double>();

            for (int i = 0; i < predictions.Pictures.Count; i++)
            {
                for (var j = 0; j < keyWords.Count; j++)
                {
                    double       tfIdf = 0;
                    ConceptModel model;
                    if (predictions.Pictures[i].PictureData.TryGetValue(keyWords[j], out model))
                    {
                        tfIdf = model.Value * GetIdf(keyWords[i]);
                        if (!result.ContainsKey(model.Name))
                        {
                            result.Add(model.Name, tfIdf);
                        }
                        else
                        {
                            result[model.Name] = (result[model.Name] + tfIdf) / 2;
                        }
                    }
                }
            }

            return(result);
        }
Ejemplo n.º 4
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        public PredictionResult Predict()
        {
            var _MLContext           = new MLContext();
            var PredictionResultList = new List <Predictions>();
            var predictionFunction   = _MLContext.Model.CreatePredictionEngine <EnergyUsage, EnergyUsagePrediction>(_trainedModel);
            var results = new PredictionResult
            {
                Center    = _center.CenterAbbr,
                ModelUsed = _center.BestTrainer
            };


            foreach (var fc in _forecast.Periods)
            {
                var test = new EnergyUsage()
                {
                    Center    = _center.CenterAbbr,
                    DayOfWeek = (int)fc.startTime.DayOfWeek,
                    Hour      = fc.startTime.Hour,
                    AvgTemp   = fc.temperature,
                    kWH       = 0
                };

                var prediction = predictionFunction.Predict(test);
                var pr         = new Predictions()
                {
                    kWH_Usage = prediction.kWH,
                    Hour      = test.Hour
                };
                results.Predictions.Add(pr);
            }

            return(results);
        }
Ejemplo n.º 5
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        public async Task <IActionResult> Edit(int id, [Bind("PredictionID,DayOfPrediction,DateOfPrediction,PlayerName,CasesOfPrediction")] Predictions predictions)
        {
            if (id != predictions.PredictionID)
            {
                return(NotFound());
            }
            var DateOfRealCase = predictions.DateOfPrediction.DayOfWeek;
            var DayOfRealCase  = predictions.DayOfPrediction;

            if (DateOfRealCase == DayOfRealCase)
            {
                if (ModelState.IsValid)
                {
                    try
                    {
                        _context.Update(predictions);
                        try
                        {
                            await _context.SaveChangesAsync();
                        }
                        catch (Exception ex)
                        {
                            if (ex.InnerException.Message.Contains("IndexPredictionDate"))
                            {
                                return(View("UniquePredictionDate", predictions));
                            }
                        }
                    }
                    catch (DbUpdateConcurrencyException)
                    {
                        if (!PredictionsExists(predictions.PredictionID))
                        {
                            return(NotFound());
                        }
                        else
                        {
                            throw;
                        }
                    }
                    return(RedirectToAction(nameof(Index)));
                }
            }
            else
            {
                ModelState.AddModelError("DateOfPrediction", "Date of Prediction does not match with its date of week");
            }
            var list        = new List <User>();
            var playerNames = _context.Players.OrderBy(y => y.Name).Select(x => x.Name).ToList();

            foreach (var item in playerNames)
            {
                list.Add(new User
                {
                    Key     = item,
                    Display = item
                });
            }
            predictions.PlayersList = new SelectList(list, "Key", "Display");
            return(View(predictions));
        }
Ejemplo n.º 6
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        public NetworkTestingViewModel(NeuralNetwork network, PatternContainer patternContainer)
        {
            _network                = network;
            _patternContainer       = patternContainer;
            PredictCommand          = new AsyncRelayCommand(async() => await Task.Run(() => Predict()));
            AddToTrainingSetCommand = new RelayCommand(() =>
            {
                var dialog = new Views.SavePatternAsDialog
                {
                    ResponseText = Predictions?.FirstOrDefault(p => p.IsHighest)?.Name ?? string.Empty
                };
                if (dialog.ShowDialog() != true)
                {
                    return;
                }

                var pattern = new Pattern
                {
                    Name    = dialog.ResponseText,
                    Rows    = 15,
                    Columns = 10
                };

                // 0 - black, 1 - white
                pattern.FillUsing(Pixels.Cast <double>().Select(p => p < 0.5).ToArray());
                _patternContainer.Add(pattern);
            });
        }
Ejemplo n.º 7
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        public PredictionsTests()
        {
            var words      = new[] { "any", "rage", "ragee", "sage", "raid", "raider" };
            var dictionary = new Dictionary(words);

            _predictions = new Predictions(dictionary);
        }
        private FrameStats ProceedPredictions(Predictions predictions)
        {
            var frameStats = new FrameStats();

            foreach (var prediction in predictions.predictions)
            {
                if (prediction.probability > Threshold)
                {
                    if (prediction.tagName.Equals("Car"))
                    {
                        frameStats.NbOfCars++;
                    }
                    else if (prediction.tagName.Equals("Person_BadMask"))
                    {
                        frameStats.NbOfPeopleWithOutMask++;
                        frameStats.NbOfPeopleOnImage++;
                    }
                    else if (prediction.tagName.Equals("Person_GoodMask"))
                    {
                        frameStats.NbOfPeopleWithMask++;
                        frameStats.NbOfPeopleOnImage++;
                    }
                    else if (prediction.tagName.Equals("Person_Rear"))
                    {
                        frameStats.NbOfPeopleOnImage++;
                    }
                }
            }

            return(frameStats);
        }
Ejemplo n.º 9
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        private async static Task <int> WeatherStation(Predictions predictions)
        {
            var querycount = 0;

            predictions.OnQuery += () =>
            {
                querycount++;
            };

            // this should cause a query
            var weather = await predictions.CurrentWeatherStation();

            foreach (var w in weather)
            {
                Console.WriteLine($"{w.Date} {w.Type} {w.StrValue} {w.Value}");
            }

            if (weather.Count == 0 || querycount != 1)
            {
                throw new Exception($"Invalid query : {weather.Count} {querycount}");
            }

            var previousquerycount = querycount;

            // this round should not cause a query
            weather = await predictions.CurrentWeatherStation();

            if (weather.Count == 0 || querycount != previousquerycount)
            {
                throw new Exception($"Invalid query : {weather.Count} {querycount}");
            }

            return(0);
        }
Ejemplo n.º 10
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        public IActionResult OnGet()
        {
            Predictions = _predictionData.GetAll();
            var EntityGames = Predictions.Select(p => p.Game).Distinct().OrderBy(g => g.Order);

            Games = new List <GameEditModel>();
            foreach (var game in EntityGames)
            {
                if (Games.All(g => g.Id != game.Id))
                {
                    Games.Add(_gameConverter.ToEditModel(game));
                }
            }
            Users       = _userData.GetAll();
            TotalScores = new Dictionary <int, int>();
            foreach (var user in Users)
            {
                var total = 0;
                foreach (var p in Predictions.Where(p => p.User.Id == user.Id))
                {
                    total += _scoreCalculator.Calculate(p.Game.HalftimeScore, p.Game.FulltimeScore, p.HalftimeScore,
                                                        p.FulltimeScore);
                }
                TotalScores.Add(user.Id, total);
            }
            return(Page());
        }
Ejemplo n.º 11
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        public void Tip(
            string league,
            int round)
        {
            Predictions.Clear();
            var sched = Context.LeagueSchedule[league][round];

            foreach (var game in sched)
            {
                var prediction = new PredictedResult(game);
                //  just uses table position to predict
                var homeRank = GetRank(game.HomeTeam);
                var awayRank = GetRank(game.AwayTeam);
                if (homeRank < awayRank)
                {
                    prediction.HomeWin = true;
                    prediction.AwayWin = false;
                }
                else
                {
                    prediction.HomeWin = false;
                    prediction.AwayWin = true;
                }
                Predictions.Add(prediction);
            }
        }
Ejemplo n.º 12
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        public ActionResult PredictionCreator(string predictionType, string subRegionID, string inputPrecipitation, string inputTemperature, string inputCropProduction, string inputCropDestruction, string inputWaterConsumption)
        {
            OptagricEntities   DB  = new OptagricEntities();
            List <Predictions> lst = DB.Predictions.ToList();

            //ViewBag.SubRegion= DB.SubRegion.Select(x => new { x.ID , x.Name }).Distinct().ToList();
            ViewBag.SubRegion = DB.SubRegion.ToList();
            if (predictionType != "" && predictionType != null && subRegionID != "" && inputPrecipitation != "" && inputTemperature != "" && inputCropProduction != "" && inputCropDestruction != "" && inputWaterConsumption != "" && subRegionID != null && inputPrecipitation != null && inputTemperature != null && inputCropProduction != null && inputCropDestruction != null && inputWaterConsumption != null)
            {
                Predictions ekle = new Predictions
                {
                    Type                = predictionType,
                    IDSubRegion         = Convert.ToInt32(subRegionID),
                    PA_Precipitatation  = Convert.ToInt32(inputPrecipitation),
                    PA_Temp             = Convert.ToInt32(inputTemperature),
                    PU_CropProduction   = Convert.ToInt32(inputCropProduction),
                    PK_Disaster         = Convert.ToInt32(inputCropDestruction),
                    PT_WaterConsumption = Convert.ToInt32(inputWaterConsumption),
                    PredictionDate      = DateTime.Now
                };
                DB.Predictions.Add(ekle);
                DB.SaveChanges();
                return(View());
            }
            else
            {
                return(View(lst));
            }
        }
Ejemplo n.º 13
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        private async void LoadDestinationPredictions(string pLocationText)
        {
            PlacesAutocomplete places      = new PlacesAutocomplete("AIzaSyCFG2-DEKK7EnqzH_tiiKItD_CpaJYGCUg");
            Predictions        predictions = await places.GetAutocomplete(pLocationText);

            DestinationPredictions = predictions.predictions;
        }
Ejemplo n.º 14
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        public ActionResult ScalingPredictions()
        {
            //string staticSubs =["Satakum-1-2018", "Satakum-2-2018", "Satakum-3-2018", "Satakum-4-2018", "Satakum-5-2018", "Satakum-6-2018"];
            string[] staticTypes = new string[] { "Irrigation", "Crop Destruction", "Croped Product" };

            Random arr     = new Random();
            Random scaling = new Random();


            //string tempP1 = staticSubs[arr.Next(0, 5)].ToString();

            OptagricEntities DB = new OptagricEntities();

            for (int i = 0; i < 100; i++)
            {
                Predictions eklenecek = new Predictions
                {
                    IDSubRegion         = arr.Next(2, 20),
                    PA_Precipitatation  = scaling.Next(0, 100),
                    PA_Temp             = scaling.Next(0, 100),
                    PK_Disaster         = scaling.Next(0, 100),
                    PT_WaterConsumption = scaling.Next(0, 100),
                    PU_CropProduction   = scaling.Next(0, 100),
                    Type           = staticTypes[arr.Next(0, 2)].ToString(),
                    PredictionDate = DateTime.Now
                };
                DB.Predictions.Add(eklenecek);
                DB.SaveChanges();
            }

            return(RedirectToAction("PredictionCreator"));
        }
Ejemplo n.º 15
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        private Attachment CreateThumbnailCard(string pictureUrl, Predictions playerInfo, bool includePosition)
        {
            List <CardImage> cardImages = new List <CardImage>();

            cardImages.Add(new CardImage(url: pictureUrl));

            string title = "";

            if (includePosition)
            {
                title = $"{playerInfo.Player} ({playerInfo.Age}) - {playerInfo.Position} on {playerInfo.Team}";
            }
            else
            {
                title = $"{playerInfo.Player} ({playerInfo.Age}) - {playerInfo.Team}";
            }

            ThumbnailCard plCard = new ThumbnailCard()
            {
                Title    = title,
                Subtitle = $"{playerInfo.Season} projected PER: {Math.Round(playerInfo.PER.Value, 2)}",
                Images   = cardImages
            };

            Attachment attachment = plCard.ToAttachment();

            return(attachment);
        }
Ejemplo n.º 16
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        private void OnSubmit()
        {
            var allMatches  = this.MatchDays.SelectMany(matchDay => matchDay.Matches);
            var predictions = new Predictions(this.Name, allMatches, this.Groups);
            var directory   = Path.Combine(GetExecutingAssemblyDirectory(), "Predictions");

            Directory.CreateDirectory(directory);
            var filePath = Path.Combine(directory, $"{this.Name}.json");

            var output = JsonConvert.SerializeObject(predictions, Formatting.Indented);

            try
            {
                File.WriteAllText(filePath, output);

                MessageBox.Show($"Well done {this.Name}, your submission was successful. \n\n" +
                                $"You have successfully pressed the number keys on your computer in a seemingly random order. " +
                                $"Good luck! Let's see if you can beat an octopus.\n\n" +
                                $"Cem and Andy and any other members of the organising committee will be in touch in due course.\n\n" +
                                $"The app will now close.", "All done");
            }
            catch (Exception e)
            {
                MessageBox.Show(
                    $"Unable to save your predictions, please contact technical support! (Andy Scott), exception info:\n\n{e.Message}"
                    + $"\n\n The technical bit:\n\n{e.StackTrace}",
                    "Catastrophic Failure!",
                    MessageBoxButton.OK,
                    MessageBoxImage.Error);
            }

            Environment.Exit(0);
        }
        private void DrawChart(List <string[]> csvContent)
        {
            Dictionary <DateTime, double> csvDictionary = CsvConverter.ConvertToDictionary(csvContent);

            Predictions.Clear();

            DiagrammPainter.UpdateSeries(csvDictionary);
        }
        public async Task <IList <PredictionViewModel> > GetPredictionsForYearAsync(int year)
        {
            if (Predictions == null)
            {
                Predictions = await GetAllPredictionsAsync();
            }

            return(Predictions.Where(p => p.Year == year).ToList());
        }
Ejemplo n.º 19
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        public async Task <Predictions> GetPlayerInfoByName(string player)
        {
            await db.Database.Connection.OpenAsync();

            Predictions result = db.PlayersInfo.Where(p => p.Player == player).FirstOrDefault();

            db.Database.Connection.Close();
            return(result);
        }
Ejemplo n.º 20
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        public async Task <ActionResult> DeleteConfirmed(int id)
        {
            Predictions predictions = await db.Predictions.FindAsync(id);

            db.Predictions.Remove(predictions);
            await db.SaveChangesAsync();

            return(RedirectToAction("Index"));
        }
        public async Task <IList <int> > GetPredictionYearsAsync()
        {
            if (Predictions == null)
            {
                Predictions = await GetAllPredictionsAsync();
            }

            return(Predictions.OrderByDescending(p => p.Year).Select(p => p.Year).Distinct().ToList());
        }
Ejemplo n.º 22
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        public async Task MarkPlayerAsDraftedByName(string player)
        {
            Predictions p = await GetPlayerInfoByName(player);

            if (p != null)
            {
                p.Drafted = 1;
                db.SaveChanges();
            }
        }
        private void HandlePredictions(Dictionary <string, string> restoredPredictions)
        {
            if (!Predictions.Contains(restoredPredictions))
            {
                Predictions.Add(restoredPredictions);
            }

            DrawPredictions(restoredPredictions);

            IsDataTransfering = false;
        }
Ejemplo n.º 24
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        private async static Task <int> Tides(Predictions predictions)
        {
            var querycount = 0;

            predictions.OnQuery += () =>
            {
                querycount++;
            };

            // this should cause a query
            var tides = await predictions.CurrentTides();

            foreach (var tide in tides)
            {
                Console.WriteLine($"{tide.Date} {tide.Value}");
            }

            if (tides.Count == 0 || querycount != 1)
            {
                throw new Exception("Invalid query");
            }

            // this round should not cause a query
            tides = await predictions.CurrentTides();

            if (tides.Count == 0 || querycount != 1)
            {
                throw new Exception("Invalid query");
            }

            Console.WriteLine();

            var extremes = await predictions.CurrentExtremes();

            foreach (var e in extremes)
            {
                Console.WriteLine($"{e.Date} {e.Value} {e.Type}");
            }

            if (extremes.Count == 0 || querycount != 2)
            {
                throw new Exception($"Invalid query : {extremes.Count} {querycount}");
            }

            // this round should not cause a query
            extremes = await predictions.CurrentExtremes();

            if (extremes.Count == 0 || querycount != 2)
            {
                throw new Exception("Invalid query");
            }

            return(0);
        }
Ejemplo n.º 25
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        private void SaveFavourites()
        {
            PersistenceService.DeleteFavourites().Wait();
            var favourites = Predictions.Where(x => x.Favourite)
                             .Select(x => new FavouriteDTO {
                StockId = x.TrainingSession.Stock.GetUniqueId()
            }).ToList();

            if (favourites.Any())
            {
                PersistenceService.SaveFavourites(favourites).Wait();
            }
        }
Ejemplo n.º 26
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        protected virtual void OnForecastChange()
        {
            ForecastChange.Raise(this);

            // If track forecasts is enabled, create a trade that we'll watch
            if (TrackForecasts && Forecast != null)
            {
                // Create a prediction with this forecast
                var trade    = new Trade(Bot, Instrument, Forecast.Value, Name, CurrentIndex);
                var features = new List <Feature>(Features);
                Predictions.Add(new Prediction(trade, features));
            }
        }
Ejemplo n.º 27
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        public static async Task <List <PredictionCorrection> > InitPredictions([ActivityTrigger] DataOpParameters pipe, ILogger log)
        {
            log.LogInformation($"InitPredictions: Starting");
            List <PredictionCorrection> predictionList = new List <PredictionCorrection>();
            Predictions          predictions           = new Predictions(pipe.StorageAccount);
            PredictionParameters parms = JObject.Parse(pipe.JsonParameters).ToObject <PredictionParameters>();

            predictionList = await predictions.GetPredictions(parms.DataConnector);

            log.LogInformation($"Number of predictions are {predictionList.Count}");
            log.LogInformation($"InitPredictions: Complete");
            return(predictionList);
        }
Ejemplo n.º 28
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        public async Task <ActionResult> Edit([Bind(Include = "PredictionId,UserId,MatchId,LocalGoals,VisitorGoals,Points")] Predictions predictions)
        {
            if (ModelState.IsValid)
            {
                db.Entry(predictions).State = EntityState.Modified;
                await db.SaveChangesAsync();

                return(RedirectToAction("Index"));
            }
            ViewBag.MatchId = new SelectList(db.Matches, "MatchId", "MatchId", predictions.MatchId);
            ViewBag.UserId  = new SelectList(db.Users, "UserId", "FirstName", predictions.UserId);
            return(View(predictions));
        }
Ejemplo n.º 29
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        public void SetAccountIDs(StreamReader ids, List <int> labels)
        {
            ids.DiscardBufferedData();
            ids.BaseStream.Seek(0, System.IO.SeekOrigin.Begin);
            int    i = 0;
            string id;

            while ((id = ids.ReadLine()) != null)
            {
                Predictions.Add(new Prediction(Convert.ToInt32(id), labels[i]));
                i++;
            }
        }
Ejemplo n.º 30
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        // GET: Predictions/Details/5
        public async Task <ActionResult> Details(int?id)
        {
            if (id == null)
            {
                return(new HttpStatusCodeResult(HttpStatusCode.BadRequest));
            }
            Predictions predictions = await db.Predictions.FindAsync(id);

            if (predictions == null)
            {
                return(HttpNotFound());
            }
            return(View(predictions));
        }
Ejemplo n.º 31
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        public static Predictions BuildPredictions(XElement predictionsElement)
        {
            var result = new Predictions
            {
                AgencyTitle = predictionsElement.GetAttributeValue(NextBusName.Title),
                RouteTag = predictionsElement.GetAttributeValue(NextBusName.RouteTag),
                RouteTitle = predictionsElement.GetAttributeValue(NextBusName.RouteTitle),
                RouteCode = predictionsElement.GetAttributeValue(NextBusName.RouteCode),
                StopTag = predictionsElement.GetAttributeValue(NextBusName.StopTag),
                StopTitle = predictionsElement.GetAttributeValue(NextBusName.StopTitle),
                DirectionTitleBecauseNoPredictions = predictionsElement.GetAttributeValue(NextBusName.DirTitleBecauseNoPredictions),
            };

            var directionElements = predictionsElement.Elements(NextBusName.Direction);
            if (directionElements != Null.OrEmpty)
            {
                result.Directions = directionElements.Select(d =>
                    new Direction
                    {
                        Title = d.GetAttributeValue(NextBusName.Title),
                        Predictions = d.Elements(NextBusName.Prediction)
                            .Select(BuildPrediction).ToList()
                    }).ToList();
            }

            var messageElements = predictionsElement.Elements(NextBusName.Message);
            if (messageElements != Null.OrEmpty)
            {
                result.Messages = messageElements.Select(m =>
                    new Message
                    {
                        Text = m.GetAttributeValue(NextBusName.Text),
                        Priority = m.GetAttributeValue(NextBusName.Priority)
                    })
                    .ToList();
            }

            return result;
        }