private static SmDepth GetDiscountLadderDepth(SmProduct product)
{
var priceLadder = product.PriceLadder;
var currentMarkdownDepth = 0M;
var currentDiscountLadderDepth = (decimal?)null;
var priceDelta = product.OriginalSellingPrice - product.CurrentSellingPrice;
if (priceDelta > 0)
{
currentMarkdownDepth = priceDelta / product.OriginalSellingPrice;
if (currentMarkdownDepth < priceLadder.Values.First())
{
currentDiscountLadderDepth = priceLadder.Values.First();
}
else if (currentMarkdownDepth > priceLadder.Values.Last())
{
currentDiscountLadderDepth = priceLadder.Values.Last();
}
else
{
currentDiscountLadderDepth = priceLadder.Values.FirstOrDefault(x => x >= currentMarkdownDepth);
}
}
return(new SmDepth
{
MarkdownDepth = currentMarkdownDepth,
DiscountLadderDepth = currentDiscountLadderDepth
});
}
public SmCalcProduct Calculate(
SmScenario scenario,
int modelId,
int revisionId,
List <SmDenseSchedule> schedules,
Dictionary <int, SmDecayHierarchy> decayHierarchies,
Dictionary <int, SmElasticityHierarchy> elasticityHierarchies,
SmProduct product,
List <decimal> revisedDiscounts = null,
CancellationToken cancellationToken = default(CancellationToken))
{
// Calculate the current markdown depth and ladder depth
var depth = GetDiscountLadderDepth(product);
var result = new SmCalcProduct(scenario, modelId, product, schedules, depth);
// Return OK if there are no schedules for this product
if (!schedules.Any())
{
_logger.Warning("No schedules for {ProductId}", product.ProductId);
return(result.Ok(ProductState.NoSchedules));
}
// Return Fatal recommendation for bad CSPs
if (product.CurrentSellingPrice <= 0)
{
_logger.Warning("Product {ProductId} CSP is <= 0", product.ProductId);
return(result.Fatal(ProductState.InvalidCsp));
}
// Return Fatal if we can't resolve the decay hierarchy
if (!decayHierarchies.TryGetValue(product.HierarchyId, out SmDecayHierarchy decayHierarchy))
{
_logger.Warning("Can't find Decay Hierarchy by HierarchyId {HierarchyId} for Product {ProductId}", product.HierarchyId, product.ProductId);
return(result.Fatal(ProductState.InvalidDecayHierarchy));
}
// Return Fatal if we can't resolve the elasticity hierarchy
if (!elasticityHierarchies.TryGetValue(product.HierarchyId, out SmElasticityHierarchy elasticityHierarchy))
{
_logger.Warning("Can't find Elasticity Hierarchy by HierarchyId {HierarchyId} for Product {ProductId}", product.HierarchyId, product.ProductId);
return(result.Fatal(ProductState.InvalidElasticityHierarchy));
}
var recommendations = new List <SmCalcRecommendation>();
foreach (var schedule in schedules)
{
// Apply the product mask to this schedule and skip of not aligned
if (product.ProductScheduleMask != null && (schedule.ScheduleNumber & product.ProductScheduleMask.Value) != 0)
{
result.ScheduleProductMaskFilterCount++;
continue;
}
// Skip products where the max markdown is exceeded
if (product.ProductMaxMarkdown != null && product.ProductMaxMarkdown.Value >= schedule.MarkdownCount)
{
result.ScheduleMaxMarkdownFilterCount++;
continue;
}
if (product.ProductHasExceededFlowlineThreshold == 1)
{
result.ScheduleExceededFlowlineThresholdFilterCount++;
continue;
}
var crossProduct = GetCrossProduct(schedule, product.PriceLadder);
result.ScheduleCrossProductCount = crossProduct.Length;
foreach (var path in crossProduct)
{
var prices = path.Prices.Select(x => x ?? 0).ToArray();
var recommendation = new SmCalcRecommendation(scenario, schedule, prices, revisionId);
var calculateResult = CalculatePricePath(
product: ref result,
recommendation: ref recommendation,
scenario: scenario,
modelId: modelId,
revisionId: revisionId,
decayHierarchy: decayHierarchy,
elasticityHierarchy: elasticityHierarchy,
priceLadder: product.PriceLadder,
scheduleId: schedule.ScheduleNumber,
schedulePricePath: path);
if (calculateResult)
{
// Get top 10 by Total Revenue
recommendations.InsertAfter(recommendation, 10, x => recommendation.TotalRevenue > x.TotalRevenue);
}
cancellationToken.ThrowIfCancellationRequested();
}
}
// For initial runs, calculate CSP (where revision id = 0)
if (revisionId == 0)
{
var noChangeSchedule = SmDenseSchedule.NoMarkdowns(scenario.ScheduleWeekMin, scenario.ScheduleWeekMax);
var cspPricePath = SmSchedulePricePath.Build(noChangeSchedule.WeekMin, noChangeSchedule.WeekMax, noChangeSchedule.MarkdownWeeks, product.PriceLadder.Type, product.PriceLadder.Values);
var prices = cspPricePath.Prices.Select(x => x ?? 0).ToArray();
var cspRecommendation = new SmCalcRecommendation(scenario, noChangeSchedule, prices, revisionId, isCsp: true);
var cspResult = CalculatePricePath(
product: ref result,
recommendation: ref cspRecommendation,
scenario: scenario,
modelId: modelId,
revisionId: revisionId,
decayHierarchy: decayHierarchy,
elasticityHierarchy: elasticityHierarchy,
priceLadder: product.PriceLadder,
scheduleId: noChangeSchedule.ScheduleNumber,
schedulePricePath: cspPricePath);
if (cspResult)
{
recommendations.InsertAfter(cspRecommendation, recommendations.Count + 1, x => cspRecommendation.TotalRevenue > x.TotalRevenue, true);
}
result.ScheduleCount++;
}
if (!recommendations.Any())
{
_logger.Warning("No recommendations made for {ProductId}", product.ProductId);
return(result.Ok());
}
// Set rank, store and set stats
var results = new List <SmCalcRecommendation>();
foreach (var ordered in recommendations.Select((x, i) => new { recomendation = x, index = i }))
{
var recommendation = ordered.recomendation;
recommendation.Rank = recommendations.Count - ordered.index;
results.Add(recommendation);
}
ExpandProjectionWeeks(ref result, ref results, scenario, revisedDiscounts);
return(result.Ok(results));
}
public async Task <Tuple <SmScenario, List <SmProduct> > > GetScenarioData(IMarkdownFunctionSettings settings, int partitionId, IEnumerable <int> specificProductIds = null)
{
var isOptional = partitionId > 1;
// Scenario
var scenarioPath = SmS3Path.ScenarioPath(SmS3PathName.Scenario, settings);
var scenario = await _s3Repository.ReadRecord <Scenario>(scenarioPath);
var sellThroughPath = SmS3Path.ScenarioPath(SmS3PathName.HierarchySellThrough, settings);
var sellThrough = await _s3Repository.ReadRecords <HierarchySellThrough>(sellThroughPath);
if (!sellThrough.Any())
{
_logger.Warning("No sell through targets in partition");
}
var priceLadderValuePath = SmS3Path.ScenarioPath(SmS3PathName.PriceLadderValue, settings);
var priceLadderValue = await _s3Repository.ReadRecords <PriceLadderValue>(priceLadderValuePath);
if (!priceLadderValue.Any())
{
_logger.Error("No price ladder values in partition");
}
// Product
var productPath = SmS3Path.ScenarioPartitionPath(SmS3PathName.Product, settings);
var product = await _s3Repository.ReadRecords <Product>(productPath, isOptional);
if (specificProductIds != null)
{
product = product.Where(x => specificProductIds.Contains(x.ProductId)).ToList();
}
if (!product.Any())
{
_logger.Error("No products in partition");
}
var productHierarchyPath = SmS3Path.ScenarioPartitionPath(SmS3PathName.ProductHierarchy, settings);
var productHierarchy = await _s3Repository.ReadRecords <ProductHierarchy>(productHierarchyPath, isOptional);
if (!productHierarchy.Any())
{
_logger.Error("No product hierarchies in partition");
}
var productPriceLadderPath = SmS3Path.ScenarioPartitionPath(SmS3PathName.ProductPriceLadder, settings);
var productPriceLadder = await _s3Repository.ReadRecords <ProductPriceLadder>(productPriceLadderPath, isOptional);
if (!productPriceLadder.Any())
{
_logger.Error("No product price ladders in partition");
}
var productSalesTaxPath = SmS3Path.ScenarioPartitionPath(SmS3PathName.ProductSalesTax, settings);
var productSalesTax = await _s3Repository.ReadRecords <ProductSalesTax>(productSalesTaxPath, isOptional);
if (!productSalesTax.Any())
{
_logger.Warning("No product sales tax in partition");
}
var productParameterValuesPath = SmS3Path.ScenarioPartitionPath(SmS3PathName.ProductParameterValues, settings);
var productParameterValues = await _s3Repository.ReadRecords <ProductParameterValues>(productParameterValuesPath, isOptional);
if (!productParameterValues.Any())
{
_logger.Warning("No product parameter values in partition");
}
var productMarkdownConstraintPath = SmS3Path.ScenarioPartitionPath(SmS3PathName.ProductMarkdownConstraint, settings);
var productMarkdownConstraint = await _s3Repository.ReadRecords <ProductMarkdownConstraint>(productMarkdownConstraintPath, true);
if (!productMarkdownConstraint.Any())
{
_logger.Warning("No product markdown constraint values in partition");
}
var salesFlexFactorPath = SmS3Path.ScenarioPartitionPath(SmS3PathName.SalesFlexFactor, settings);
var salesFlexFactor = await _s3Repository.ReadRecords <ProductSalesFlexFactor>(salesFlexFactorPath, isOptional);
if (!salesFlexFactor.Any())
{
_logger.Warning("No sales flex factor values in partition");
}
var productMinimumAbsolutePriceChangePath = SmS3Path.ScenarioPartitionPath(SmS3PathName.ProductMinimumAbsolutePriceChange, settings);
var productMinimumAbsolutePriceChange = await _s3Repository.ReadRecords <ProductMinimumAbsolutePriceChange>(productMinimumAbsolutePriceChangePath, true);
if (!productMinimumAbsolutePriceChange.Any())
{
_logger.Warning("No product minimum absolute price change values in partition");
}
var productWeekParameterValuesPath = SmS3Path.ScenarioPartitionPath(SmS3PathName.ProductWeekParameterValues, settings);
var productWeekParameterValues = await _s3Repository.ReadRecords <ProductWeekParameterValues>(productWeekParameterValuesPath, true);
if (!productWeekParameterValues.Any())
{
_logger.Warning("No product week parameter values in partition");
}
var productWeekMarkdownTypeParameterValuesPath = SmS3Path.ScenarioPartitionPath(SmS3PathName.ProductWeekMarkdownTypeParameterValues, settings);
var productWeekMarkdownTypeParameterValues = await _s3Repository.ReadRecords <ProductWeekMarkdownTypeParameterValues>(productWeekMarkdownTypeParameterValuesPath, true);
if (!productWeekMarkdownTypeParameterValues.Any())
{
_logger.Warning("No product week parameter values in partition");
}
// Sell through lookup
var sellThroughLookup = sellThrough.Any() ? sellThrough.ToDictionary(x => x.HierarchyId, x => x.Value) : new Dictionary <int, decimal>();
// Sales tax lookup
var productSalesTaxLookup =
productSalesTax.Any()
? productSalesTax.ToDictionary(x => x.ProductId, x => Tuple.Create(x.Week, x.Rate))
: new Dictionary <int, Tuple <int, decimal> >();
var products = SmProduct.Build(_logger, product, productHierarchy, productPriceLadder, priceLadderValue,
sellThroughLookup, productSalesTaxLookup, productParameterValues, productMarkdownConstraint, salesFlexFactor, productMinimumAbsolutePriceChange, productWeekParameterValues, productWeekMarkdownTypeParameterValues);
return(Tuple.Create(SmScenario.Build(scenario), products));
}