public Response <PersonalizerMultiSlotRankResult> Rank(PersonalizerRankMultiSlotOptions options)
{
string eventId = options.EventId;
if (String.IsNullOrEmpty(eventId))
{
eventId = Guid.NewGuid().ToString("N", CultureInfo.InvariantCulture);
}
Dictionary <string, int> actionIdToActionIndex = RlObjectConverter.GetActionIdToIndexMapping(options.Actions);
Dictionary <string, IList <object> > slotIdToFeatures = new Dictionary <string, IList <object> >();
foreach (var slot in options.Slots)
{
slotIdToFeatures.Add(slot.Id, RlObjectConverter.GetIncludedActionsForSlot(slot, actionIdToActionIndex));
}
// Convert options to the compatible parameter for ChooseRank
DecisionContext decisionContext = new DecisionContext(options, slotIdToFeatures);
var contextJson = JsonSerializer.Serialize(decisionContext);
ActionFlags flags = options.DeferActivation == true ? ActionFlags.Deferred : ActionFlags.Default;
int[] baselineActions = RlObjectConverter.ExtractBaselineActionsFromRankRequest(options);
// Call ChooseRank of local RL.Net
MultiSlotResponseDetailedWrapper multiSlotResponseDetailedWrapper = liveModel.RequestMultiSlotDecisionDetailed(eventId, contextJson, flags, baselineActions);
// Convert response to PersonalizerRankResult
var value = RlObjectConverter.GenerateMultiSlotRankResponse(options.Actions, multiSlotResponseDetailedWrapper, eventId);
return(Response.FromValue(value, default));
}
public Response <PersonalizerRankResult> Rank(PersonalizerRankOptions options)
{
string eventId = options.EventId;
if (String.IsNullOrEmpty(eventId))
{
eventId = Guid.NewGuid().ToString("N", CultureInfo.InvariantCulture);
}
HashSet <string> excludedSet = new HashSet <string>(options.ExcludedActions);
// Store the original action list
List <PersonalizerRankableAction> originalActions = new List <PersonalizerRankableAction>();
List <PersonalizerRankableAction> rankableActions = new List <PersonalizerRankableAction>();
List <PersonalizerRankableAction> excludedActions = new List <PersonalizerRankableAction>();
int idx = 0;
foreach (var action in options.Actions)
{
PersonalizerRankableAction actionCopy = new PersonalizerRankableAction(action.Id, action.Features);
actionCopy.Index = idx;
originalActions.Add(actionCopy);
if (excludedSet.Contains(actionCopy.Id))
{
excludedActions.Add(actionCopy);
}
else
{
rankableActions.Add(actionCopy);
}
++idx;
}
// Convert options to the compatible parameter for ChooseRank
var contextJson = RlObjectConverter.ConvertToContextJson(options.ContextFeatures, rankableActions);
ActionFlags flags = options.DeferActivation == true ? ActionFlags.Deferred : ActionFlags.Default;
// Call ChooseRank of local RL.Net
RankingResponseWrapper rankingResponseWrapper = liveModel.ChooseRank(eventId, contextJson, flags);
// Convert response to PersonalizerRankResult
var value = RlObjectConverter.GenerateRankResult(originalActions, rankableActions, excludedActions, rankingResponseWrapper, options.EventId);
return(Response.FromValue(value, default));
}