public ActionResult Recommendation(
RenderModel model,
int id,
string name)
{
IPublishedContent recommendationRespository = Helper.TypedContentAtRoot().FirstOrDefault()
.FirstChild(x => x.DocumentTypeAlias == Constants.NodeAlias.RECOMMENDATIONS_REPOSITORY);
RecommendationModel recommendationModel = RecommendationFactory.Create(model.Content, recommendationRespository, Services.ContentService, Site.IsEnglish, isDetails: true);
// make sure the productName for the route matches the encoded product name
string expectedName = recommendationModel.HeadLine.ToSeoUrl();
string actualName = (name ?? "").ToLower();
// permanently redirect to the correct URL
if (expectedName != actualName)
{
return(RedirectToActionPermanent(Constants.Controllers.Recommendation.NAME,
Constants.Controllers.Recommendation.Actions.RECOMMENDATION,
new
{
id = recommendationModel.Id,
name = expectedName
}));
}
return(CurrentTemplate(recommendationModel));
}
public RecommendationModel GetRecommendations(double userId)
{
var model = new RecommendationModel();
var tasks = new Task[this.WorkerUrls.Count];
var start = DateTime.Now;
var userIds = this.DbService.GetRecommendationUsers(userId);
var part = userIds.Count / this.WorkerUrls.Count;
var args = new string[this.WorkerUrls.Count];
for (int i = 0; i < this.WorkerUrls.Count; i++)
{
if (i == this.WorkerUrls.Count - 1)
{
args[i] = string.Join(",", userIds.Skip(i * part));
}
else
{
args[i] = string.Join(",", userIds.Skip(i * part).Take(part));
}
}
var ret = new IEnumerable <Recommendation> [this.WorkerUrls.Count];
var index = 0;
foreach (var worker in this.WorkerUrls)
{
var task = Task.Factory.StartNew(() =>
{
var i = index;
var url = worker.ToString() + "/Service/Recommendations?userId=" + userId.ToString();
ret[i] = RequestHelper.Post <Collection <Recommendation> >(url, args[i]);
});
Thread.Sleep(100);
tasks[index++] = task;
}
Task.WaitAll(tasks);
var q = new Collection <Recommendation>();
foreach (var list in ret)
{
foreach (var r in list)
{
if (!q.Any(e => e.MovieId == r.MovieId))
{
q.Add(r);
}
}
}
model.Recommendations = new Collection <Recommendation>(q.Take(25).ToList());
model.ElapsedTime = DateTime.Now.Subtract(start).TotalMilliseconds;
return(model);
}
public ActionResult Index()
{
var config = WingtipTicketApp.Config.RecommendationSiteUrl;
var uri = String.Empty;
if (!String.IsNullOrEmpty(config))
{
var uriBuilder = new UriBuilder(config);
var user = Session["SessionUser"] as Customer;
var queryStringBuilder = HttpUtility.ParseQueryString(uriBuilder.Query);
if (user != null)
{
queryStringBuilder["UserName"] = String.Format("{0} {1}", user.FirstName, user.LastName);
}
uriBuilder.Query = queryStringBuilder.ToString();
uri = uriBuilder.ToString();
}
var model = new RecommendationModel(uri);
return(View(model));
}
public RecommendationBuilder(AppSettings appSettings, IAudioFeatureRepository audioFeatureRepo, QuestionRepository questionRepository)
{
_model = new RecommendationModel();
_model.Limit = 20;
_questionRepository = questionRepository;
_audioFeatureRepo = audioFeatureRepo;
_model.Market = appSettings.Region;
}
public RecommendationsPageModel(RecommendationModel model)
{
if (model == null)
{
return;
}
Id = model.Id;
Text = model.Text;
IsTest = model.IsTest;
}
public async Task <ActionResult> Create(RecommendationModel model)
{
if (ModelState.IsValid)
{
var recommendationModelBuilder = new TrackListModelBuilder(model);
var recommendedTracks = await recommendationModelBuilder.BuildAsync();
return(View("Details", recommendedTracks));
}
return(View());
}
public IResponse <RecommendationResponse> GetRecommendation()
{
RecommendationModel rq = new RecommendationModel
{
ClientType = "web_site",
Count = 4,
SessionId = "c9f7f47db1c2d6faf423bd3e9fc4e956",
SitePageType = "product_detail",
siteProductId = "34"
};
return(_getRecommendation.GetRecommendations(rq).Result);
}
public IActionResult Index()
{
var recommendations = new List <RecommendationModel>();
var model = new UserModel(HttpContext.Session.GetInt32("UserId") ?? 0);
var recommendedCourses = new CourseModel().RecommendedCourses(model);
if (recommendedCourses == null)
{
return(RedirectToAction("SetPreferences", model));
}
var uniIds = new List <int>();
var usedUniversities = new List <UniversityModel>();
foreach (var course in recommendedCourses)
{
int universityId = Convert.ToInt32(course["universityId"].ToString());
if (!uniIds.Contains(universityId))
{
uniIds.Add(universityId);
usedUniversities.Add(new UniversityModel(universityId));
}
}
foreach (var university in usedUniversities)
{
var newUniversityRecommendations = new RecommendationModel();
newUniversityRecommendations.University = university;
newUniversityRecommendations.Courses = new List <CourseModel>();
foreach (var course in recommendedCourses)
{
var universityId = Convert.ToInt32(course["universityId"].ToString());
if (newUniversityRecommendations.University.UniversityId == universityId)
{
var courseId = Convert.ToInt32(course["studyProgramId"].ToString());
var uniCourse = new CourseModel(courseId);
newUniversityRecommendations.Courses.Add(uniCourse);
}
}
recommendations.Add(newUniversityRecommendations);
}
model.Recommendations = recommendations;
return(View(model));
}
public async Task <IResponse <RecommendationResponse> > GetRecommendations(RecommendationModel query)
{
Urls.BaseUrl = "https://feelaplace.infiniteanalytics.com/SocialGenomix";
IRequestCreateOptions <GetRequestCreateOption> requestCreateOptions = new RequestCreateOptions <GetRequestCreateOption>();
IHttpResponse httpResponse = await HttpWebRequestProviders <GetRequestCreateOption> .GetWebRequestProviderAsync(string.Format(Urls.InfiniteAnalytics.Recommendation, query.SessionId, query.ClientType, query.SitePageType, query.siteProductId, query.Count), requestCreateOptions).ConfigureAwait(false);
if (!string.IsNullOrWhiteSpace(httpResponse.Response))
{
RecommendationResponse recommendations = Mapper <RecommendationResponse> .MapJsonStringToObject(httpResponse.Response);
return(GetResponse(true, recommendations));
}
else
{
_logger.Log(LogCategory.Error, new Exception("Failed to fetch recommendations", httpResponse.WebException));
return(GetResponse(false, null));
}
}
public string GetRecommendations(RecommendationModel rec)
{
var builder = new StringBuilder($"{ApiUrl}/recommendations");
builder.Append("?limit=" + rec.Limit);
if (rec.ArtistSeed?.Count > 0)
{
builder.Append("&seed_artists=" + string.Join(",", rec.ArtistSeed));
}
if (rec.GenreSeed?.Count > 0)
{
builder.Append("&seed_genres=" + string.Join(",", rec.GenreSeed));
}
if (rec.TrackSeed?.Count > 0)
{
builder.Append("&seed_tracks=" + string.Join(",", rec.TrackSeed));
}
if (rec.Target != null)
{
builder.Append(rec.Target.BuildUrlParams("target"));
}
if (rec.Min != null)
{
builder.Append(rec.Min.BuildUrlParams("min"));
}
if (rec.Max != null)
{
builder.Append(rec.Max.BuildUrlParams("max"));
}
if (!string.IsNullOrEmpty(rec.Market))
{
builder.Append("&market=" + rec.Market);
}
return(builder.ToString());
}
/// <summary>
/// Gets the recommendations.
/// </summary>
/// <param name="userId">The user id.</param>
/// <returns>A recommendations collection model.</returns>
public RecommendationModel GetRecommendations(double userId)
{
var model = new RecommendationModel();
model.Recommendations = new Collection <Recommendation>();
var query =
@"select top 25 movie_id, m.title, AVG(rating) as avgrating, COUNT(rating) as [count]
from ratings
inner join movies as m
on movie_id = m.id
where [user_id] in (select [user_id] from ratings where [user_id] != @userId and movie_id in (select movie_id from ratings where [user_id] = @userId and rating >= 3) and rating >= 3)
and movie_id not in (select movie_id from ratings where [user_id] = @userId and rating >= 3)
group by movie_id, title
order by avgrating desc";
var command = new SqlCommand(query, this.Connection);
command.Parameters.Add(new SqlParameter("@userId", userId));
command.CommandTimeout = 600;
var start = DateTime.Now;
this.Connection.Open();
using (var reader = command.ExecuteReader())
{
while (reader.Read())
{
var r = new Recommendation();
r.MovieTitle = (string)reader["title"];
r.MovieId = (Int64)reader["movie_id"];
r.Stars = (decimal)reader["avgrating"];
r.Count = (int)reader["count"];
model.Recommendations.Add(r);
}
}
model.ElapsedTime = DateTime.Now.Subtract(start).TotalMilliseconds;
return(model);
}
public IActionResult Index()
{
if (ModelState.IsValid)
{
Display.mine.Recommendations = dataModel.GetRecommendations(Display.mine.MyRecipe);
// Remove ingredients already in recipe
foreach (IngredientModel Ingredient in Display.mine.MyRecipe.Ingredients)
{
RecommendationModel toRemove = Display.mine.Recommendations.Where(t => t.Ingredient.Name == Ingredient.Name).FirstOrDefault();
Ingredient.Score = toRemove.Score;
Display.mine.Recommendations.Remove(toRemove);
}
// Sort by Score
Display.mine.MyRecipe.Ingredients = Display.mine.MyRecipe.Ingredients.OrderByDescending(t => t.Score).ToList();
return(View(Display));
}
else
{
return(RedirectToAction("Error"));
}
}
public async Task <JsonResponse> GetRecommendation([FromBody] RecommendationRequesrModel request)
{
try
{
List <string> recommendedCrops = new List <string>();
RecommendationModel model = new RecommendationModel();
string[] textSplit = request.district.Split(",");
model.n = Convert.ToDecimal(request.n);
model.p = Convert.ToDecimal(request.p);
model.k = Convert.ToDecimal(request.k);
model.ph = Convert.ToDecimal(request.ph);
model.district = textSplit.FirstOrDefault();
model.location = textSplit.LastOrDefault();
var recommendationModel = System.Text.Json.JsonSerializer.Serialize(model);
var requestContent = new StringContent(recommendationModel, Encoding.UTF8, "application/json");
using (var httpClient = new HttpClient())
{
var url = "http://127.0.0.1:5000/api/prediction";
using (var response = await httpClient.PostAsync(url, requestContent))
{
string apiResponse = await response.Content.ReadAsStringAsync();
recommendedCrops = JsonConvert.DeserializeObject <List <string> >(apiResponse);
}
}
return(await _response.JsonResult(true, ResponseType.Success, "Successfully Retrieved district item.", recommendedCrops));
}
catch (Exception ex)
{
return(await _response.JsonResult(true, ResponseType.Exception, ex.Message, null));
}
}
public RecommendationModel AddGenres(RecommendationModel model, List <string> genres)
{
_model = model;
_model.GenreSeed = genres;
return(_model);
}
public RecommendationModel AddArtists(RecommendationModel model, List <string> artists)
{
_model = model;
_model.ArtistSeed = artists;
return(_model);
}
public RecommendationQueryResult Handle(RecommendationQuery query)
{
var sessionResponseIA = _initSession.GetSession().Result;
RecommendationModel model = new RecommendationModel
{
ClientType = "web_site",
Count = 4,
SessionId = sessionResponseIA.Result.SessionId,
SitePageType = "product_detail",
siteProductId = query.Id,
};
var recommendations = _getRecommendation.GetRecommendations(model).Result;
var recomendationResult = AutoMapper.Mapper.Map <List <RecommendationItem> >(recommendations.Result.Data[0].Items);
var recommendationIds = recomendationResult.Select(e => e.SiteProductId);
var siteEvents = _eventSiteIdMappingRepository.GetBySiteId(query.SiteId).OrderBy(o => o.SortOrder);
var categoryEvents = _eventRepository.GetByCategoryId(query.EventCategoryId).Where(e => e.IsEnabled == true);
var categoryEventsForSite = categoryEvents.Where(ce => recommendationIds.Any(se => se == (ce.Id)));
var eventIds = categoryEventsForSite.Select(ce => ce.Id);
var eventMapping = _eventRepository.GetByEventIds(eventIds).Where(e => e.IsEnabled == true).ToDictionary(e => e.Id);
var allEventDetails = _eventDetailRepository.GetByEventIds(eventIds).Where(ed => ed.IsEnabled == true);
var venueMapping = _venueRepository.GetByVenueIds(allEventDetails.Select(ed => ed.VenueId).Distinct())
.ToDictionary(v => v.Id);
var eventDetailsMapping = allEventDetails.GroupBy(ed => ed.EventId)
.ToDictionary(g => g.Key, g => g.ToList());
var cityIds = venueMapping.Values.Select(s => s.CityId).Distinct();
var cityMapping = _cityRepository.GetByCityIds(cityIds)
.ToDictionary(c => c.Id);
var stateId = cityMapping.Values.Select(c => c.StateId).Distinct();
var stateMapping = _stateRepository.GetByStateIds(stateId)
.ToDictionary(s => s.Id);
var countryIdList = stateMapping.Values.Select(s => s.CountryId).Distinct();
var countryMapping = _countryRepository.GetByCountryIds(countryIdList)
.ToDictionary(c => c.Id);
var CategoryEventData = categoryEventsForSite.Select(ce =>
{
var eventObj = eventMapping[ce.Id];
var eventDetails = eventDetailsMapping[ce.Id];
var eventDetailIdList = eventDetails.Select(s => s.Id).Distinct();
var venues = eventDetails.Select(s => s.VenueId).Distinct().Select(v => venueMapping[v]);
var cities = venues.Select(s => s.CityId).Distinct().Select(c => cityMapping[c]);
var states = cities.Select(s => s.StateId).Distinct().Select(s => stateMapping[s]);
var countries = states.Select(s => s.CountryId).Distinct().Select(c => countryMapping[c]);
var eventTicketAttributeMapping = new List <Contracts.DataModels.EventTicketAttribute>
{
_eventTicketAttributeRepository.GetMaxPriceByEventDetailId(eventDetailIdList),
_eventTicketAttributeRepository.GetMinPriceByEventDetailId(eventDetailIdList)
};
var currencyMapping = _currencyTypeRepository.GetByCurrencyId(eventTicketAttributeMapping.First().CurrencyId);
return(new CategoryEventContainer
{
CategoryEvent = Mapper.Map <Contracts.Models.CategoryEvent>(ce),
EventType = eventObj.EventTypeId.ToString(),
City = Mapper.Map <IEnumerable <City> >(cities),
State = Mapper.Map <IEnumerable <State> >(states),
Country = Mapper.Map <IEnumerable <Country> >(countries),
Event = Mapper.Map <Event>(eventObj),
EventDetail = Mapper.Map <IEnumerable <EventDetail> >(eventDetails),
CurrencyType = Mapper.Map <CurrencyType>(currencyMapping),
Venue = Mapper.Map <IEnumerable <Venue> >(venues),
EventTicketAttribute = Mapper.Map <IEnumerable <EventTicketAttribute> >(eventTicketAttributeMapping),
});
});
return(new RecommendationQueryResult
{
CategoryEvents = CategoryEventData.ToList()
});
}
public TrackListModelBuilder(RecommendationModel recommendationModel)
{
_recommendationModel = recommendationModel;
_client = new SpotifyApiClient();
}