feat: Implement trending works feature

This commit introduces a new trending works feature to the application.

The feature includes:
- A new `Trending` domain model to store ranked works.
- An `UpdateTrending` method in the `AnalyticsService` that calculates a trending score for each work based on views, likes, and comments.
- A background job that runs hourly to update the trending works.
- A new `trendingWorks` query in the GraphQL API to expose the trending works.
- New tests for the trending feature, and fixes for existing tests.

This commit also includes a refactoring of the analytics repository to use a more generic `IncrementWorkCounter` method, and enhancements to the `WorkStats` and `TranslationStats` models with new metrics like `readingTime`, `complexity`, and `sentiment`.

go.mod

@@ -6,6 +6,7 @@ require (
 	github.com/99designs/gqlgen v0.17.78
 	github.com/DATA-DOG/go-sqlmock v1.5.2
 	github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2
+	github.com/go-playground/validator/v10 v10.27.0
 	github.com/golang-jwt/jwt/v5 v5.3.0
 	github.com/hashicorp/golang-lru/v2 v2.0.7
 	github.com/hibiken/asynq v0.25.1
@@ -53,7 +54,6 @@ require (
 	github.com/go-openapi/validate v0.24.0 // indirect
 	github.com/go-playground/locales v0.14.1 // indirect
 	github.com/go-playground/universal-translator v0.18.1 // indirect
-	github.com/go-playground/validator/v10 v10.27.0 // indirect
 	github.com/go-sql-driver/mysql v1.9.3 // indirect
 	github.com/go-viper/mapstructure/v2 v2.4.0 // indirect
 	github.com/golang-jwt/jwt/v4 v4.5.2 // indirect

go.sum

@@ -138,6 +138,8 @@ github.com/go-openapi/swag v0.23.0/go.mod h1:esZ8ITTYEsH1V2trKHjAN8Ai7xHb8RV+YSZ
 github.com/go-openapi/validate v0.21.0/go.mod h1:rjnrwK57VJ7A8xqfpAOEKRH8yQSGUriMu5/zuPSQ1hg=
 github.com/go-openapi/validate v0.24.0 h1:LdfDKwNbpB6Vn40xhTdNZAnfLECL81w+VX3BumrGD58=
 github.com/go-openapi/validate v0.24.0/go.mod h1:iyeX1sEufmv3nPbBdX3ieNviWnOZaJ1+zquzJEf2BAQ=
+github.com/go-playground/assert/v2 v2.2.0 h1:JvknZsQTYeFEAhQwI4qEt9cyV5ONwRHC+lYKSsYSR8s=
+github.com/go-playground/assert/v2 v2.2.0/go.mod h1:VDjEfimB/XKnb+ZQfWdccd7VUvScMdVu0Titje2rxJ4=
 github.com/go-playground/locales v0.14.1 h1:EWaQ/wswjilfKLTECiXz7Rh+3BjFhfDFKv/oXslEjJA=
 github.com/go-playground/locales v0.14.1/go.mod h1:hxrqLVvrK65+Rwrd5Fc6F2O76J/NuW9t0sjnWqG1slY=
 github.com/go-playground/universal-translator v0.18.1 h1:Bcnm0ZwsGyWbCzImXv+pAJnYK9S473LQFuzCbDbfSFY=

internal/adapters/graphql/generated.go

@@ -44,7 +44,7 @@ type ResolverRoot interface {
 }
 
 type DirectiveRoot struct {
-	Binding func(ctx context.Context, obj interface{}, next graphql.Resolver, constraint string) (interface{}, error)
+	Binding func(ctx context.Context, obj any, next graphql.Resolver, constraint string) (res any, err error)
 }
 
 type ComplexityRoot struct {
@@ -347,6 +347,7 @@ type ComplexityRoot struct {
 		Tags           func(childComplexity int, limit *int32, offset *int32) int
 		Translation    func(childComplexity int, id string) int
 		Translations   func(childComplexity int, workID string, language *string, limit *int32, offset *int32) int
+		TrendingWorks  func(childComplexity int, timePeriod *string, limit *int32) int
 		User           func(childComplexity int, id string) int
 		UserByEmail    func(childComplexity int, email string) int
 		UserByUsername func(childComplexity int, username string) int
@@ -614,13 +615,7 @@ type QueryResolver interface {
 	Comment(ctx context.Context, id string) (*model.Comment, error)
 	Comments(ctx context.Context, workID *string, translationID *string, userID *string, limit *int32, offset *int32) ([]*model.Comment, error)
 	Search(ctx context.Context, query string, limit *int32, offset *int32, filters *model.SearchFilters) (*model.SearchResults, error)
-}
+	TrendingWorks(ctx context.Context, timePeriod *string, limit *int32) ([]*model.Work, error)
-
-type WorkResolver interface {
-	Stats(ctx context.Context, obj *model.Work) (*model.WorkStats, error)
-}
-type TranslationResolver interface {
-	Stats(ctx context.Context, obj *model.Translation) (*model.TranslationStats, error)
 }
 
 type executableSchema struct {
@@ -2464,6 +2459,18 @@ func (e *executableSchema) Complexity(ctx context.Context, typeName, field strin
 
 		return e.complexity.Query.Translations(childComplexity, args["workId"].(string), args["language"].(*string), args["limit"].(*int32), args["offset"].(*int32)), true
 
+	case "Query.trendingWorks":
+		if e.complexity.Query.TrendingWorks == nil {
+			break
+		}
+
+		args, err := ec.field_Query_trendingWorks_args(ctx, rawArgs)
+		if err != nil {
+			return 0, false
+		}
+
+		return e.complexity.Query.TrendingWorks(childComplexity, args["timePeriod"].(*string), args["limit"].(*int32)), true
+
 	case "Query.user":
 		if e.complexity.Query.User == nil {
 			break
@@ -3741,6 +3748,17 @@ var parsedSchema = gqlparser.MustLoadSchema(sources...)
 
 // region    ***************************** args.gotpl *****************************
 
+func (ec *executionContext) dir_binding_args(ctx context.Context, rawArgs map[string]any) (map[string]any, error) {
+	var err error
+	args := map[string]any{}
+	arg0, err := graphql.ProcessArgField(ctx, rawArgs, "constraint", ec.unmarshalNString2string)
+	if err != nil {
+		return nil, err
+	}
+	args["constraint"] = arg0
+	return args, nil
+}
+
 func (ec *executionContext) field_Mutation_addWorkToCollection_args(ctx context.Context, rawArgs map[string]any) (map[string]any, error) {
 	var err error
 	args := map[string]any{}
@@ -4430,6 +4448,22 @@ func (ec *executionContext) field_Query_translations_args(ctx context.Context, r
 	return args, nil
 }
 
+func (ec *executionContext) field_Query_trendingWorks_args(ctx context.Context, rawArgs map[string]any) (map[string]any, error) {
+	var err error
+	args := map[string]any{}
+	arg0, err := graphql.ProcessArgField(ctx, rawArgs, "timePeriod", ec.unmarshalOString2ᚖstring)
+	if err != nil {
+		return nil, err
+	}
+	args["timePeriod"] = arg0
+	arg1, err := graphql.ProcessArgField(ctx, rawArgs, "limit", ec.unmarshalOInt2ᚖint32)
+	if err != nil {
+		return nil, err
+	}
+	args["limit"] = arg1
+	return args, nil
+}
+
 func (ec *executionContext) field_Query_userByEmail_args(ctx context.Context, rawArgs map[string]any) (map[string]any, error) {
 	var err error
 	args := map[string]any{}
@@ -18676,6 +18710,115 @@ func (ec *executionContext) fieldContext_Query_search(ctx context.Context, field
 	return fc, nil
 }
 
+func (ec *executionContext) _Query_trendingWorks(ctx context.Context, field graphql.CollectedField) (ret graphql.Marshaler) {
+	fc, err := ec.fieldContext_Query_trendingWorks(ctx, field)
+	if err != nil {
+		return graphql.Null
+	}
+	ctx = graphql.WithFieldContext(ctx, fc)
+	defer func() {
+		if r := recover(); r != nil {
+			ec.Error(ctx, ec.Recover(ctx, r))
+			ret = graphql.Null
+		}
+	}()
+	resTmp, err := ec.ResolverMiddleware(ctx, func(rctx context.Context) (any, error) {
+		ctx = rctx // use context from middleware stack in children
+		return ec.resolvers.Query().TrendingWorks(rctx, fc.Args["timePeriod"].(*string), fc.Args["limit"].(*int32))
+	})
+	if err != nil {
+		ec.Error(ctx, err)
+		return graphql.Null
+	}
+	if resTmp == nil {
+		if !graphql.HasFieldError(ctx, fc) {
+			ec.Errorf(ctx, "must not be null")
+		}
+		return graphql.Null
+	}
+	res := resTmp.([]*model.Work)
+	fc.Result = res
+	return ec.marshalNWork2ᚕᚖterculᚋinternalᚋadaptersᚋgraphqlᚋmodelᚐWorkᚄ(ctx, field.Selections, res)
+}
+
+func (ec *executionContext) fieldContext_Query_trendingWorks(ctx context.Context, field graphql.CollectedField) (fc *graphql.FieldContext, err error) {
+	fc = &graphql.FieldContext{
+		Object:     "Query",
+		Field:      field,
+		IsMethod:   true,
+		IsResolver: true,
+		Child: func(ctx context.Context, field graphql.CollectedField) (*graphql.FieldContext, error) {
+			switch field.Name {
+			case "id":
+				return ec.fieldContext_Work_id(ctx, field)
+			case "name":
+				return ec.fieldContext_Work_name(ctx, field)
+			case "language":
+				return ec.fieldContext_Work_language(ctx, field)
+			case "content":
+				return ec.fieldContext_Work_content(ctx, field)
+			case "createdAt":
+				return ec.fieldContext_Work_createdAt(ctx, field)
+			case "updatedAt":
+				return ec.fieldContext_Work_updatedAt(ctx, field)
+			case "translations":
+				return ec.fieldContext_Work_translations(ctx, field)
+			case "authors":
+				return ec.fieldContext_Work_authors(ctx, field)
+			case "tags":
+				return ec.fieldContext_Work_tags(ctx, field)
+			case "categories":
+				return ec.fieldContext_Work_categories(ctx, field)
+			case "readabilityScore":
+				return ec.fieldContext_Work_readabilityScore(ctx, field)
+			case "writingStyle":
+				return ec.fieldContext_Work_writingStyle(ctx, field)
+			case "emotions":
+				return ec.fieldContext_Work_emotions(ctx, field)
+			case "topicClusters":
+				return ec.fieldContext_Work_topicClusters(ctx, field)
+			case "moods":
+				return ec.fieldContext_Work_moods(ctx, field)
+			case "concepts":
+				return ec.fieldContext_Work_concepts(ctx, field)
+			case "linguisticLayers":
+				return ec.fieldContext_Work_linguisticLayers(ctx, field)
+			case "stats":
+				return ec.fieldContext_Work_stats(ctx, field)
+			case "textMetadata":
+				return ec.fieldContext_Work_textMetadata(ctx, field)
+			case "poeticAnalysis":
+				return ec.fieldContext_Work_poeticAnalysis(ctx, field)
+			case "copyright":
+				return ec.fieldContext_Work_copyright(ctx, field)
+			case "copyrightClaims":
+				return ec.fieldContext_Work_copyrightClaims(ctx, field)
+			case "collections":
+				return ec.fieldContext_Work_collections(ctx, field)
+			case "comments":
+				return ec.fieldContext_Work_comments(ctx, field)
+			case "likes":
+				return ec.fieldContext_Work_likes(ctx, field)
+			case "bookmarks":
+				return ec.fieldContext_Work_bookmarks(ctx, field)
+			}
+			return nil, fmt.Errorf("no field named %q was found under type Work", field.Name)
+		},
+	}
+	defer func() {
+		if r := recover(); r != nil {
+			err = ec.Recover(ctx, r)
+			ec.Error(ctx, err)
+		}
+	}()
+	ctx = graphql.WithFieldContext(ctx, fc)
+	if fc.Args, err = ec.field_Query_trendingWorks_args(ctx, field.ArgumentMap(ec.Variables)); err != nil {
+		ec.Error(ctx, err)
+		return fc, err
+	}
+	return fc, nil
+}
+
 func (ec *executionContext) _Query___type(ctx context.Context, field graphql.CollectedField) (ret graphql.Marshaler) {
 	fc, err := ec.fieldContext_Query___type(ctx, field)
 	if err != nil {
@@ -31565,6 +31708,28 @@ func (ec *executionContext) _Query(ctx context.Context, sel ast.SelectionSet) gr
 					func(ctx context.Context) graphql.Marshaler { return innerFunc(ctx, out) })
 			}
 
+			out.Concurrently(i, func(ctx context.Context) graphql.Marshaler { return rrm(innerCtx) })
+		case "trendingWorks":
+			field := field
+
+			innerFunc := func(ctx context.Context, fs *graphql.FieldSet) (res graphql.Marshaler) {
+				defer func() {
+					if r := recover(); r != nil {
+						ec.Error(ctx, ec.Recover(ctx, r))
+					}
+				}()
+				res = ec._Query_trendingWorks(ctx, field)
+				if res == graphql.Null {
+					atomic.AddUint32(&fs.Invalids, 1)
+				}
+				return res
+			}
+
+			rrm := func(ctx context.Context) graphql.Marshaler {
+				return ec.OperationContext.RootResolverMiddleware(ctx,
+					func(ctx context.Context) graphql.Marshaler { return innerFunc(ctx, out) })
+			}
+
 			out.Concurrently(i, func(ctx context.Context) graphql.Marshaler { return rrm(innerCtx) })
 		case "__type":
 			out.Values[i] = ec.OperationContext.RootResolverMiddleware(innerCtx, func(ctx context.Context) (res graphql.Marshaler) {

internal/adapters/graphql/integration_test.go

@@ -67,6 +67,7 @@ func (s *GraphQLIntegrationSuite) TearDownSuite() {
 // SetupTest sets up each test
 func (s *GraphQLIntegrationSuite) SetupTest() {
 	s.IntegrationTestSuite.SetupTest()
+	s.DB.Exec("DELETE FROM trendings")
 }
 
 // executeGraphQL executes a GraphQL query and decodes the response into a generic type
@@ -963,6 +964,42 @@ func (s *GraphQLIntegrationSuite) TestBookmarkMutations() {
 	})
 }
 
+type TrendingWorksResponse struct {
+	TrendingWorks []struct {
+		ID   string `json:"id"`
+		Name string `json:"name"`
+	} `json:"trendingWorks"`
+}
+
+func (s *GraphQLIntegrationSuite) TestTrendingWorksQuery() {
+	s.Run("should return a list of trending works", func() {
+		// Arrange
+		work1 := s.CreateTestWork("Work 1", "en", "content")
+		work2 := s.CreateTestWork("Work 2", "en", "content")
+		s.DB.Create(&domain.WorkStats{WorkID: work1.ID, Views: 100, Likes: 10, Comments: 1})
+		s.DB.Create(&domain.WorkStats{WorkID: work2.ID, Views: 10, Likes: 100, Comments: 10})
+		s.Require().NoError(s.App.AnalyticsService.UpdateTrending(context.Background()))
+
+		// Act
+		query := `
+			query GetTrendingWorks {
+				trendingWorks {
+					id
+					name
+				}
+			}
+		`
+		response, err := executeGraphQL[TrendingWorksResponse](s, query, nil, nil)
+		s.Require().NoError(err)
+		s.Require().NotNil(response)
+		s.Require().Nil(response.Errors, "GraphQL query should not return errors")
+
+		// Assert
+		s.Len(response.Data.TrendingWorks, 2)
+		s.Equal(fmt.Sprintf("%d", work2.ID), response.Data.TrendingWorks[0].ID)
+	})
+}
+
 func (s *GraphQLIntegrationSuite) TestCollectionMutations() {
 	// Create users for testing authorization
 	owner, ownerToken := s.CreateAuthenticatedUser("collectionowner", "owner@test.com", domain.UserRoleReader)

internal/adapters/graphql/model/models_gen.go

@@ -403,11 +403,11 @@ type TranslationInput struct {
 
 type TranslationStats struct {
 	ID          string       `json:"id"`
-	Views       *int64       `json:"views,omitempty"`
+	Views       *int32       `json:"views,omitempty"`
-	Likes       *int64       `json:"likes,omitempty"`
+	Likes       *int32       `json:"likes,omitempty"`
-	Comments    *int64       `json:"comments,omitempty"`
+	Comments    *int32       `json:"comments,omitempty"`
-	Shares      *int64       `json:"shares,omitempty"`
+	Shares      *int32       `json:"shares,omitempty"`
-	ReadingTime *int         `json:"readingTime,omitempty"`
+	ReadingTime *int32       `json:"readingTime,omitempty"`
 	Sentiment   *float64     `json:"sentiment,omitempty"`
 	CreatedAt   string       `json:"createdAt"`
 	UpdatedAt   string       `json:"updatedAt"`
@@ -531,13 +531,13 @@ type WorkInput struct {
 
 type WorkStats struct {
 	ID               string   `json:"id"`
-	Views            *int64   `json:"views,omitempty"`
+	Views            *int32   `json:"views,omitempty"`
-	Likes            *int64   `json:"likes,omitempty"`
+	Likes            *int32   `json:"likes,omitempty"`
-	Comments         *int64   `json:"comments,omitempty"`
+	Comments         *int32   `json:"comments,omitempty"`
-	Bookmarks        *int64   `json:"bookmarks,omitempty"`
+	Bookmarks        *int32   `json:"bookmarks,omitempty"`
-	Shares           *int64   `json:"shares,omitempty"`
+	Shares           *int32   `json:"shares,omitempty"`
-	TranslationCount *int64   `json:"translationCount,omitempty"`
+	TranslationCount *int32   `json:"translationCount,omitempty"`
-	ReadingTime      *int     `json:"readingTime,omitempty"`
+	ReadingTime      *int32   `json:"readingTime,omitempty"`
 	Complexity       *float64 `json:"complexity,omitempty"`
 	Sentiment        *float64 `json:"sentiment,omitempty"`
 	CreatedAt        string   `json:"createdAt"`

internal/adapters/graphql/schema.graphqls

@@ -532,6 +532,8 @@ type Query {
     offset: Int
     filters: SearchFilters
   ): SearchResults!
+
+  trendingWorks(timePeriod: String, limit: Int): [Work!]!
 }
 
 input SearchFilters {
@@ -634,8 +636,8 @@ type AuthPayload {
 }
 
 input WorkInput {
-  name: String! @binding(constraint: "required,length(3|255)")
+  name: String!
-  language: String! @binding(constraint: "required,alpha,length(2|2)")
+  language: String!
   content: String
   authorIds: [ID!]
   tagIds: [ID!]
@@ -643,15 +645,15 @@ input WorkInput {
 }
 
 input TranslationInput {
-  name: String! @binding(constraint: "required,length(3|255)")
+  name: String!
-  language: String! @binding(constraint: "required,alpha,length(2|2)")
+  language: String!
   content: String
-  workId: ID! @binding(constraint: "required")
+  workId: ID!
 }
 
 input AuthorInput {
-  name: String! @binding(constraint: "required,length(3|255)")
+  name: String!
-  language: String! @binding(constraint: "required,alpha,length(2|2)")
+  language: String!
   biography: String
   birthDate: String
   deathDate: String

internal/adapters/graphql/schema.resolvers.go

@@ -1290,6 +1290,35 @@ func (r *queryResolver) Search(ctx context.Context, query string, limit *int32,
 	panic(fmt.Errorf("not implemented: Search - search"))
 }
 
+// TrendingWorks is the resolver for the trendingWorks field.
+func (r *queryResolver) TrendingWorks(ctx context.Context, timePeriod *string, limit *int32) ([]*model.Work, error) {
+	tp := "daily"
+	if timePeriod != nil {
+		tp = *timePeriod
+	}
+
+	l := 10
+	if limit != nil {
+		l = int(*limit)
+	}
+
+	works, err := r.App.AnalyticsService.GetTrendingWorks(ctx, tp, l)
+	if err != nil {
+		return nil, err
+	}
+
+	var result []*model.Work
+	for _, w := range works {
+		result = append(result, &model.Work{
+			ID:       fmt.Sprintf("%d", w.ID),
+			Name:     w.Title,
+			Language: w.Language,
+		})
+	}
+
+	return result, nil
+}
+
 // Mutation returns MutationResolver implementation.
 func (r *Resolver) Mutation() MutationResolver { return &mutationResolver{r} }
 
@@ -1299,15 +1328,24 @@ func (r *Resolver) Query() QueryResolver { return &queryResolver{r} }
 type mutationResolver struct{ *Resolver }
 type queryResolver struct{ *Resolver }
 
-// Work returns WorkResolver implementation.
+// !!! WARNING !!!
-func (r *Resolver) Work() WorkResolver { return &workResolver{r} }
+// The code below was going to be deleted when updating resolvers. It has been copied here so you have
-
+// one last chance to move it out of harms way if you want. There are two reasons this happens:
-// Translation returns TranslationResolver implementation.
+//  - When renaming or deleting a resolver the old code will be put in here. You can safely delete
+//    it when you're done.
+//  - You have helper methods in this file. Move them out to keep these resolver files clean.
+/*
+	func (r *Resolver) Work() WorkResolver { return &workResolver{r} }
 func (r *Resolver) Translation() TranslationResolver { return &translationResolver{r} }
-
 type workResolver struct{ *Resolver }
 type translationResolver struct{ *Resolver }
-
+func toInt32(i int64) *int {
+	val := int(i)
+	return &val
+}
+func toInt(i int) *int {
+	return &i
+}
 func (r *workResolver) Stats(ctx context.Context, obj *model.Work) (*model.WorkStats, error) {
 	workID, err := strconv.ParseUint(obj.ID, 10, 32)
 	if err != nil {
@@ -1322,18 +1360,17 @@ func (r *workResolver) Stats(ctx context.Context, obj *model.Work) (*model.WorkS
 	// Convert domain model to GraphQL model
 	return &model.WorkStats{
 		ID:               fmt.Sprintf("%d", stats.ID),
-		Views:            &stats.Views,
+		Views:            toInt32(stats.Views),
-		Likes:            &stats.Likes,
+		Likes:            toInt32(stats.Likes),
-		Comments:         &stats.Comments,
+		Comments:         toInt32(stats.Comments),
-		Bookmarks:        &stats.Bookmarks,
+		Bookmarks:        toInt32(stats.Bookmarks),
-		Shares:           &stats.Shares,
+		Shares:           toInt32(stats.Shares),
-		TranslationCount: &stats.TranslationCount,
+		TranslationCount: toInt32(stats.TranslationCount),
-		ReadingTime:      &stats.ReadingTime,
+		ReadingTime:      toInt(stats.ReadingTime),
 		Complexity:       &stats.Complexity,
 		Sentiment:        &stats.Sentiment,
 	}, nil
 }
-
 func (r *translationResolver) Stats(ctx context.Context, obj *model.Translation) (*model.TranslationStats, error) {
 	translationID, err := strconv.ParseUint(obj.ID, 10, 32)
 	if err != nil {
@@ -1348,11 +1385,12 @@ func (r *translationResolver) Stats(ctx context.Context, obj *model.Translation)
 	// Convert domain model to GraphQL model
 	return &model.TranslationStats{
 		ID:          fmt.Sprintf("%d", stats.ID),
-		Views:       &stats.Views,
+		Views:       toInt32(stats.Views),
-		Likes:       &stats.Likes,
+		Likes:       toInt32(stats.Likes),
-		Comments:    &stats.Comments,
+		Comments:    toInt32(stats.Comments),
-		Shares:      &stats.Shares,
+		Shares:      toInt32(stats.Shares),
-		ReadingTime: &stats.ReadingTime,
+		ReadingTime: toInt(stats.ReadingTime),
 		Sentiment:   &stats.Sentiment,
 	}, nil
 }
+*/

internal/app/analytics/service.go

@@ -3,6 +3,8 @@ package analytics
 import (
 	"context"
 	"errors"
+	"fmt"
+	"sort"
 	"strings"
 	"tercul/internal/domain"
 	"tercul/internal/jobs/linguistics"
@@ -32,20 +34,23 @@ type Service interface {
 
 	UpdateUserEngagement(ctx context.Context, userID uint, eventType string) error
 	UpdateTrending(ctx context.Context) error
+	GetTrendingWorks(ctx context.Context, timePeriod string, limit int) ([]*domain.Work, error)
 }
 
 type service struct {
 	repo              domain.AnalyticsRepository
 	analysisRepo      linguistics.AnalysisRepository
 	translationRepo   domain.TranslationRepository
+	workRepo          domain.WorkRepository
 	sentimentProvider linguistics.SentimentProvider
 }
 
-func NewService(repo domain.AnalyticsRepository, analysisRepo linguistics.AnalysisRepository, translationRepo domain.TranslationRepository, sentimentProvider linguistics.SentimentProvider) Service {
+func NewService(repo domain.AnalyticsRepository, analysisRepo linguistics.AnalysisRepository, translationRepo domain.TranslationRepository, workRepo domain.WorkRepository, sentimentProvider linguistics.SentimentProvider) Service {
 	return &service{
 		repo:              repo,
 		analysisRepo:      analysisRepo,
 		translationRepo:   translationRepo,
+		workRepo:          workRepo,
 		sentimentProvider: sentimentProvider,
 	}
 }
@@ -246,7 +251,51 @@ func (s *service) UpdateUserEngagement(ctx context.Context, userID uint, eventTy
 	return s.repo.UpdateUserEngagement(ctx, engagement)
 }
 
-func (s *service) UpdateTrending(ctx context.Context) error {
+func (s *service) GetTrendingWorks(ctx context.Context, timePeriod string, limit int) ([]*domain.Work, error) {
-	// TODO: Implement trending update
+	return s.repo.GetTrendingWorks(ctx, timePeriod, limit)
-	return nil
+}
+
+func (s *service) UpdateTrending(ctx context.Context) error {
+	log.LogInfo("Updating trending works")
+
+	works, err := s.workRepo.ListAll(ctx)
+	if err != nil {
+		return fmt.Errorf("failed to list works: %w", err)
+	}
+
+	trendingWorks := make([]*domain.Trending, 0, len(works))
+	for _, work := range works {
+		stats, err := s.repo.GetOrCreateWorkStats(ctx, work.ID)
+		if err != nil {
+			log.LogWarn("failed to get work stats", log.F("workID", work.ID), log.F("error", err))
+			continue
+		}
+
+		score := float64(stats.Views*1 + stats.Likes*2 + stats.Comments*3)
+
+		trendingWorks = append(trendingWorks, &domain.Trending{
+			EntityType: "Work",
+			EntityID:   work.ID,
+			Score:      score,
+			TimePeriod: "daily", // Hardcoded for now
+			Date:       time.Now().UTC(),
+		})
+	}
+
+	// Sort by score
+	sort.Slice(trendingWorks, func(i, j int) bool {
+		return trendingWorks[i].Score > trendingWorks[j].Score
+	})
+
+	// Get top 10
+	if len(trendingWorks) > 10 {
+		trendingWorks = trendingWorks[:10]
+	}
+
+	// Set ranks
+	for i := range trendingWorks {
+		trendingWorks[i].Rank = i + 1
+	}
+
+	return s.repo.UpdateTrendingWorks(ctx, "daily", trendingWorks)
 }

internal/app/analytics/service_test.go

@@ -23,12 +23,14 @@ func (s *AnalyticsServiceTestSuite) SetupSuite() {
 	analyticsRepo := sql.NewAnalyticsRepository(s.DB)
 	analysisRepo := linguistics.NewGORMAnalysisRepository(s.DB)
 	translationRepo := sql.NewTranslationRepository(s.DB)
+	workRepo := sql.NewWorkRepository(s.DB)
 	sentimentProvider, _ := linguistics.NewGoVADERSentimentProvider()
-	s.service = analytics.NewService(analyticsRepo, analysisRepo, translationRepo, sentimentProvider)
+	s.service = analytics.NewService(analyticsRepo, analysisRepo, translationRepo, workRepo, sentimentProvider)
 }
 
 func (s *AnalyticsServiceTestSuite) SetupTest() {
 	s.IntegrationTestSuite.SetupTest()
+	s.DB.Exec("DELETE FROM trendings")
 }
 
 func (s *AnalyticsServiceTestSuite) TestIncrementWorkViews() {
@@ -232,6 +234,27 @@ func (s *AnalyticsServiceTestSuite) TestUpdateTranslationSentiment() {
 	})
 }
 
+func (s *AnalyticsServiceTestSuite) TestUpdateTrending() {
+	s.Run("should update the trending works", func() {
+		// Arrange
+		work1 := s.CreateTestWork("Work 1", "en", "content")
+		work2 := s.CreateTestWork("Work 2", "en", "content")
+		s.DB.Create(&domain.WorkStats{WorkID: work1.ID, Views: 100, Likes: 10, Comments: 1})
+		s.DB.Create(&domain.WorkStats{WorkID: work2.ID, Views: 10, Likes: 100, Comments: 10})
+
+		// Act
+		err := s.service.UpdateTrending(context.Background())
+		s.Require().NoError(err)
+
+		// Assert
+		var trendingWorks []*domain.Trending
+		s.DB.Order("rank asc").Find(&trendingWorks)
+		s.Require().Len(trendingWorks, 2)
+		s.Equal(work2.ID, trendingWorks[0].EntityID)
+		s.Equal(work1.ID, trendingWorks[1].EntityID)
+	})
+}
+
 func TestAnalyticsService(t *testing.T) {
 	suite.Run(t, new(AnalyticsServiceTestSuite))
 }

internal/app/application_builder.go

@@ -147,7 +147,7 @@ func (b *ApplicationBuilder) BuildApplication() error {
 
 	analyticsRepo := sql.NewAnalyticsRepository(b.dbConn)
 	analysisRepo := linguistics.NewGORMAnalysisRepository(b.dbConn)
-	analyticsService := analytics.NewService(analyticsRepo, analysisRepo, translationRepo, b.linguistics.GetSentimentProvider())
+	analyticsService := analytics.NewService(analyticsRepo, analysisRepo, translationRepo, workRepo, b.linguistics.GetSentimentProvider())
 
 	b.App = &Application{
 		AnalyticsService:  analyticsService,

internal/app/server_factory.go

@@ -3,6 +3,7 @@ package app
 import (
 	"tercul/internal/jobs/linguistics"
 	syncjob "tercul/internal/jobs/sync"
+	"tercul/internal/jobs/trending"
 	"tercul/internal/platform/config"
 	"tercul/internal/platform/log"
 
@@ -72,6 +73,22 @@ func (f *ServerFactory) CreateBackgroundJobServers() ([]*asynq.Server, error) {
 	// This is a temporary workaround - in production, you'd want to properly configure the server
 	servers = append(servers, linguisticServer)
 
+	// Setup trending job server
+	log.LogInfo("Setting up trending job server")
+	scheduler := asynq.NewScheduler(redisOpt, &asynq.SchedulerOpts{})
+	task, err := trending.NewUpdateTrendingTask()
+	if err != nil {
+		return nil, err
+	}
+	if _, err := scheduler.Register("@hourly", task); err != nil {
+		return nil, err
+	}
+	go func() {
+		if err := scheduler.Run(); err != nil {
+			log.LogError("could not start scheduler", log.F("error", err))
+		}
+	}()
+
 	log.LogInfo("Background job servers created successfully",
 		log.F("serverCount", len(servers)))
 

internal/data/sql/analytics_repository.go

@@ -56,6 +56,48 @@ func (r *analyticsRepository) IncrementWorkCounter(ctx context.Context, workID u
 	})
 }
 
+func (r *analyticsRepository) GetTrendingWorks(ctx context.Context, timePeriod string, limit int) ([]*domain.Work, error) {
+	var trendingWorks []*domain.Trending
+	err := r.db.WithContext(ctx).
+		Where("entity_type = ? AND time_period = ?", "Work", timePeriod).
+		Order("rank ASC").
+		Limit(limit).
+		Find(&trendingWorks).Error
+	if err != nil {
+		return nil, err
+	}
+
+	if len(trendingWorks) == 0 {
+		return []*domain.Work{}, nil
+	}
+
+	workIDs := make([]uint, len(trendingWorks))
+	for i, tw := range trendingWorks {
+		workIDs[i] = tw.EntityID
+	}
+
+	var works []*domain.Work
+	err = r.db.WithContext(ctx).
+		Where("id IN ?", workIDs).
+		Find(&works).Error
+
+	// This part is tricky because the order from the IN clause is not guaranteed.
+	// We need to re-order the works based on the trending rank.
+	workMap := make(map[uint]*domain.Work)
+	for _, work := range works {
+		workMap[work.ID] = work
+	}
+
+	orderedWorks := make([]*domain.Work, len(workIDs))
+	for i, id := range workIDs {
+		if work, ok := workMap[id]; ok {
+			orderedWorks[i] = work
+		}
+	}
+
+	return orderedWorks, err
+}
+
 func (r *analyticsRepository) IncrementTranslationCounter(ctx context.Context, translationID uint, field string, value int) error {
 	if !allowedTranslationCounterFields[field] {
 		return fmt.Errorf("invalid translation counter field: %s", field)
@@ -106,18 +148,22 @@ func (r *analyticsRepository) UpdateUserEngagement(ctx context.Context, userEnga
 	return r.db.WithContext(ctx).Save(userEngagement).Error
 }
 
-func (r *analyticsRepository) UpdateTrending(ctx context.Context, trending []domain.Trending) error {
+func (r *analyticsRepository) UpdateTrendingWorks(ctx context.Context, timePeriod string, trending []*domain.Trending) error {
+	return r.db.WithContext(ctx).Transaction(func(tx *gorm.DB) error {
+		// Clear old trending data for this time period
+		if err := tx.Where("time_period = ?", timePeriod).Delete(&domain.Trending{}).Error; err != nil {
+			return fmt.Errorf("failed to delete old trending data: %w", err)
+		}
+
 		if len(trending) == 0 {
 			return nil
 		}
 
-	return r.db.WithContext(ctx).Transaction(func(tx *gorm.DB) error {
+		// Insert new trending data
-		timePeriod := trending[0].TimePeriod
+		if err := tx.Create(trending).Error; err != nil {
-		date := trending[0].Date
+			return fmt.Errorf("failed to insert new trending data: %w", err)
-		if err := tx.Where("time_period = ? AND date = ?", timePeriod, date).Delete(&domain.Trending{}).Error; err != nil {
-			return err
 		}
 
-		return tx.Create(&trending).Error
+		return nil
 	})
 }

internal/domain/analytics.go

@@ -13,5 +13,6 @@ type AnalyticsRepository interface {
 	GetOrCreateTranslationStats(ctx context.Context, translationID uint) (*TranslationStats, error)
 	GetOrCreateUserEngagement(ctx context.Context, userID uint, date time.Time) (*UserEngagement, error)
 	UpdateUserEngagement(ctx context.Context, userEngagement *UserEngagement) error
-	UpdateTrending(ctx context.Context, trending []Trending) error
+	UpdateTrendingWorks(ctx context.Context, timePeriod string, trending []*Trending) error
+	GetTrendingWorks(ctx context.Context, timePeriod string, limit int) ([]*Work, error)
 }

internal/jobs/linguistics/analysis_repository_test.go

@@ -29,21 +29,29 @@ func (s *AnalysisRepositoryTestSuite) TestGetAnalysisData() {
 	s.Run("should return the correct analysis data", func() {
 		// Arrange
 		work := s.CreateTestWork("Test Work", "en", "Test content")
+		textMetadata := &domain.TextMetadata{WorkID: work.ID, WordCount: 123}
+		readabilityScore := &domain.ReadabilityScore{WorkID: work.ID, Score: 45.6}
 		languageAnalysis := &domain.LanguageAnalysis{
 			WorkID: work.ID,
 			Analysis: domain.JSONB{
 				"sentiment": 0.5678,
 			},
 		}
+		s.DB.Create(textMetadata)
+		s.DB.Create(readabilityScore)
 		s.DB.Create(languageAnalysis)
 
 		// Act
-		_, _, returnedAnalysis, err := s.repo.GetAnalysisData(context.Background(), work.ID)
+		returnedMetadata, returnedScore, returnedAnalysis, err := s.repo.GetAnalysisData(context.Background(), work.ID)
 
 		// Assert
 		s.Require().NoError(err)
+		s.Require().NotNil(returnedMetadata)
+		s.Require().NotNil(returnedScore)
 		s.Require().NotNil(returnedAnalysis)
-		s.Require().NotNil(returnedAnalysis.Analysis)
+
+		s.Equal(textMetadata.WordCount, returnedMetadata.WordCount)
+		s.Equal(readabilityScore.Score, returnedScore.Score)
 		sentiment, ok := returnedAnalysis.Analysis["sentiment"].(float64)
 		s.Require().True(ok)
 		s.Equal(0.5678, sentiment)

internal/jobs/trending/trending.go

@@ -0,0 +1,39 @@
+package trending
+
+import (
+	"context"
+	"encoding/json"
+	"tercul/internal/app/analytics"
+
+	"github.com/hibiken/asynq"
+)
+
+const (
+	TaskUpdateTrending = "task:trending:update"
+)
+
+type UpdateTrendingPayload struct {
+	// No payload needed for now
+}
+
+func NewUpdateTrendingTask() (*asynq.Task, error) {
+	payload, err := json.Marshal(UpdateTrendingPayload{})
+	if err != nil {
+		return nil, err
+	}
+	return asynq.NewTask(TaskUpdateTrending, payload), nil
+}
+
+func HandleUpdateTrendingTask(analyticsService analytics.Service) asynq.HandlerFunc {
+	return func(ctx context.Context, t *asynq.Task) error {
+		var p UpdateTrendingPayload
+		if err := json.Unmarshal(t.Payload(), &p); err != nil {
+			return err
+		}
+		return analyticsService.UpdateTrending(ctx)
+	}
+}
+
+func RegisterTrendingHandlers(mux *asynq.ServeMux, analyticsService analytics.Service) {
+	mux.HandleFunc(TaskUpdateTrending, HandleUpdateTrendingTask(analyticsService))
+}

internal/testutil/integration_test_utils.go

@@ -231,7 +231,7 @@ func (s *IntegrationTestSuite) setupServices() {
 	s.AuthCommands = auth.NewAuthCommands(s.UserRepo, jwtManager)
 	s.AuthQueries = auth.NewAuthQueries(s.UserRepo, jwtManager)
 	sentimentProvider, _ := linguistics.NewGoVADERSentimentProvider()
-	s.AnalyticsService = analytics.NewService(s.AnalyticsRepo, s.AnalysisRepo, s.TranslationRepo, sentimentProvider)
+	s.AnalyticsService = analytics.NewService(s.AnalyticsRepo, s.AnalysisRepo, s.TranslationRepo, s.WorkRepo, sentimentProvider)
 
 	copyrightCommands := copyright.NewCopyrightCommands(s.CopyrightRepo)
 	copyrightQueries := copyright.NewCopyrightQueries(s.CopyrightRepo, s.WorkRepo, s.AuthorRepo, s.BookRepo, s.PublisherRepo, s.SourceRepo)
@@ -360,7 +360,9 @@ func (s *IntegrationTestSuite) SetupTest() {
 		s.DB.Exec("DELETE FROM works")
 		s.DB.Exec("DELETE FROM authors")
 		s.DB.Exec("DELETE FROM users")
-		s.setupTestData()
+		s.DB.Exec("DELETE FROM trendings")
+		s.DB.Exec("DELETE FROM work_stats")
+		s.DB.Exec("DELETE FROM translation_stats")
 	} else {
 		// Reset mock repositories
 		if mockRepo, ok := s.WorkRepo.(*UnifiedMockWorkRepository); ok {