Smart onboarding: residence home profile + suggestion engine

14 new optional residence fields (heating, cooling, water heater, roof,
pool, sprinkler, septic, fireplace, garage, basement, attic, exterior,
flooring, landscaping) with JSONB conditions on templates.

Suggestion engine scores templates against home profile: string match
+0.25, bool +0.3, property type +0.15, universal base 0.3. Graceful
degradation from minimal to full profile info.

GET /api/tasks/suggestions/?residence_id=X returns ranked templates.
54 template conditions across 44 templates in seed data.
8 suggestion service tests.
This commit is contained in:
Trey T
2026-03-30 09:02:03 -05:00
parent 4c9a818bd9
commit cb7080c460
16 changed files with 1347 additions and 32 deletions

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@@ -25,6 +25,22 @@ type CreateResidenceRequest struct {
PurchaseDate *time.Time `json:"purchase_date"`
PurchasePrice *decimal.Decimal `json:"purchase_price"`
IsPrimary *bool `json:"is_primary"`
// Home Profile
HeatingType *string `json:"heating_type" validate:"omitempty,oneof=gas_furnace electric_furnace heat_pump boiler radiant other"`
CoolingType *string `json:"cooling_type" validate:"omitempty,oneof=central_ac window_ac heat_pump evaporative none other"`
WaterHeaterType *string `json:"water_heater_type" validate:"omitempty,oneof=tank_gas tank_electric tankless_gas tankless_electric heat_pump solar other"`
RoofType *string `json:"roof_type" validate:"omitempty,oneof=asphalt_shingle metal tile slate wood_shake flat other"`
HasPool *bool `json:"has_pool"`
HasSprinklerSystem *bool `json:"has_sprinkler_system"`
HasSeptic *bool `json:"has_septic"`
HasFireplace *bool `json:"has_fireplace"`
HasGarage *bool `json:"has_garage"`
HasBasement *bool `json:"has_basement"`
HasAttic *bool `json:"has_attic"`
ExteriorType *string `json:"exterior_type" validate:"omitempty,oneof=brick vinyl_siding wood_siding stucco stone fiber_cement other"`
FlooringPrimary *string `json:"flooring_primary" validate:"omitempty,oneof=hardwood laminate tile carpet vinyl concrete other"`
LandscapingType *string `json:"landscaping_type" validate:"omitempty,oneof=lawn desert xeriscape garden mixed none other"`
}
// UpdateResidenceRequest represents the request to update a residence
@@ -46,6 +62,22 @@ type UpdateResidenceRequest struct {
PurchaseDate *time.Time `json:"purchase_date"`
PurchasePrice *decimal.Decimal `json:"purchase_price"`
IsPrimary *bool `json:"is_primary"`
// Home Profile
HeatingType *string `json:"heating_type" validate:"omitempty,oneof=gas_furnace electric_furnace heat_pump boiler radiant other"`
CoolingType *string `json:"cooling_type" validate:"omitempty,oneof=central_ac window_ac heat_pump evaporative none other"`
WaterHeaterType *string `json:"water_heater_type" validate:"omitempty,oneof=tank_gas tank_electric tankless_gas tankless_electric heat_pump solar other"`
RoofType *string `json:"roof_type" validate:"omitempty,oneof=asphalt_shingle metal tile slate wood_shake flat other"`
HasPool *bool `json:"has_pool"`
HasSprinklerSystem *bool `json:"has_sprinkler_system"`
HasSeptic *bool `json:"has_septic"`
HasFireplace *bool `json:"has_fireplace"`
HasGarage *bool `json:"has_garage"`
HasBasement *bool `json:"has_basement"`
HasAttic *bool `json:"has_attic"`
ExteriorType *string `json:"exterior_type" validate:"omitempty,oneof=brick vinyl_siding wood_siding stucco stone fiber_cement other"`
FlooringPrimary *string `json:"flooring_primary" validate:"omitempty,oneof=hardwood laminate tile carpet vinyl concrete other"`
LandscapingType *string `json:"landscaping_type" validate:"omitempty,oneof=lawn desert xeriscape garden mixed none other"`
}
// JoinWithCodeRequest represents the request to join a residence via share code

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@@ -46,6 +46,22 @@ type ResidenceResponse struct {
Description string `json:"description"`
PurchaseDate *time.Time `json:"purchase_date"`
PurchasePrice *decimal.Decimal `json:"purchase_price"`
// Home Profile
HeatingType *string `json:"heating_type"`
CoolingType *string `json:"cooling_type"`
WaterHeaterType *string `json:"water_heater_type"`
RoofType *string `json:"roof_type"`
HasPool bool `json:"has_pool"`
HasSprinklerSystem bool `json:"has_sprinkler_system"`
HasSeptic bool `json:"has_septic"`
HasFireplace bool `json:"has_fireplace"`
HasGarage bool `json:"has_garage"`
HasBasement bool `json:"has_basement"`
HasAttic bool `json:"has_attic"`
ExteriorType *string `json:"exterior_type"`
FlooringPrimary *string `json:"flooring_primary"`
LandscapingType *string `json:"landscaping_type"`
IsPrimary bool `json:"is_primary"`
IsActive bool `json:"is_active"`
OverdueCount int `json:"overdue_count"`
@@ -184,9 +200,23 @@ func NewResidenceResponse(residence *models.Residence) ResidenceResponse {
YearBuilt: residence.YearBuilt,
Description: residence.Description,
PurchaseDate: residence.PurchaseDate,
PurchasePrice: residence.PurchasePrice,
IsPrimary: residence.IsPrimary,
IsActive: residence.IsActive,
PurchasePrice: residence.PurchasePrice,
HeatingType: residence.HeatingType,
CoolingType: residence.CoolingType,
WaterHeaterType: residence.WaterHeaterType,
RoofType: residence.RoofType,
HasPool: residence.HasPool,
HasSprinklerSystem: residence.HasSprinklerSystem,
HasSeptic: residence.HasSeptic,
HasFireplace: residence.HasFireplace,
HasGarage: residence.HasGarage,
HasBasement: residence.HasBasement,
HasAttic: residence.HasAttic,
ExteriorType: residence.ExteriorType,
FlooringPrimary: residence.FlooringPrimary,
LandscapingType: residence.LandscapingType,
IsPrimary: residence.IsPrimary,
IsActive: residence.IsActive,
CreatedAt: residence.CreatedAt,
UpdatedAt: residence.UpdatedAt,
}

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@@ -0,0 +1,15 @@
package responses
// TaskSuggestionResponse represents a single task suggestion with relevance scoring
type TaskSuggestionResponse struct {
Template TaskTemplateResponse `json:"template"`
RelevanceScore float64 `json:"relevance_score"`
MatchReasons []string `json:"match_reasons"`
}
// TaskSuggestionsResponse represents the full suggestions response
type TaskSuggestionsResponse struct {
Suggestions []TaskSuggestionResponse `json:"suggestions"`
TotalCount int `json:"total_count"`
ProfileCompleteness float64 `json:"profile_completeness"`
}

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@@ -0,0 +1,50 @@
package handlers
import (
"net/http"
"strconv"
"github.com/labstack/echo/v4"
"github.com/treytartt/honeydue-api/internal/apperrors"
"github.com/treytartt/honeydue-api/internal/middleware"
"github.com/treytartt/honeydue-api/internal/services"
)
// SuggestionHandler handles task suggestion endpoints
type SuggestionHandler struct {
suggestionService *services.SuggestionService
}
// NewSuggestionHandler creates a new suggestion handler
func NewSuggestionHandler(suggestionService *services.SuggestionService) *SuggestionHandler {
return &SuggestionHandler{
suggestionService: suggestionService,
}
}
// GetSuggestions handles GET /api/tasks/suggestions/?residence_id=X
// Returns task template suggestions scored against the residence's home profile
func (h *SuggestionHandler) GetSuggestions(c echo.Context) error {
user, err := middleware.MustGetAuthUser(c)
if err != nil {
return err
}
residenceIDStr := c.QueryParam("residence_id")
if residenceIDStr == "" {
return apperrors.BadRequest("error.residence_id_required")
}
residenceID, err := strconv.ParseUint(residenceIDStr, 10, 32)
if err != nil {
return apperrors.BadRequest("error.invalid_id")
}
resp, err := h.suggestionService.GetSuggestions(uint(residenceID), user.ID)
if err != nil {
return err
}
return c.JSON(http.StatusOK, resp)
}

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@@ -47,6 +47,22 @@ type Residence struct {
PurchaseDate *time.Time `gorm:"column:purchase_date;type:date" json:"purchase_date"`
PurchasePrice *decimal.Decimal `gorm:"column:purchase_price;type:decimal(12,2)" json:"purchase_price"`
// Home Profile (for smart onboarding suggestions)
HeatingType *string `gorm:"column:heating_type;size:50" json:"heating_type"`
CoolingType *string `gorm:"column:cooling_type;size:50" json:"cooling_type"`
WaterHeaterType *string `gorm:"column:water_heater_type;size:50" json:"water_heater_type"`
RoofType *string `gorm:"column:roof_type;size:50" json:"roof_type"`
HasPool bool `gorm:"column:has_pool;default:false" json:"has_pool"`
HasSprinklerSystem bool `gorm:"column:has_sprinkler_system;default:false" json:"has_sprinkler_system"`
HasSeptic bool `gorm:"column:has_septic;default:false" json:"has_septic"`
HasFireplace bool `gorm:"column:has_fireplace;default:false" json:"has_fireplace"`
HasGarage bool `gorm:"column:has_garage;default:false" json:"has_garage"`
HasBasement bool `gorm:"column:has_basement;default:false" json:"has_basement"`
HasAttic bool `gorm:"column:has_attic;default:false" json:"has_attic"`
ExteriorType *string `gorm:"column:exterior_type;size:50" json:"exterior_type"`
FlooringPrimary *string `gorm:"column:flooring_primary;size:50" json:"flooring_primary"`
LandscapingType *string `gorm:"column:landscaping_type;size:50" json:"landscaping_type"`
IsPrimary bool `gorm:"column:is_primary;default:true" json:"is_primary"`
IsActive bool `gorm:"column:is_active;default:true;index" json:"is_active"` // Soft delete flag

View File

@@ -1,19 +1,22 @@
package models
import "encoding/json"
// TaskTemplate represents a predefined task template that users can select when creating tasks
type TaskTemplate struct {
BaseModel
Title string `gorm:"column:title;size:200;not null" json:"title"`
Description string `gorm:"column:description;type:text" json:"description"`
CategoryID *uint `gorm:"column:category_id;index" json:"category_id"`
Category *TaskCategory `gorm:"foreignKey:CategoryID" json:"category,omitempty"`
FrequencyID *uint `gorm:"column:frequency_id;index" json:"frequency_id"`
Frequency *TaskFrequency `gorm:"foreignKey:FrequencyID" json:"frequency,omitempty"`
IconIOS string `gorm:"column:icon_ios;size:100" json:"icon_ios"`
IconAndroid string `gorm:"column:icon_android;size:100" json:"icon_android"`
Tags string `gorm:"column:tags;type:text" json:"tags"` // Comma-separated tags for search
DisplayOrder int `gorm:"column:display_order;default:0" json:"display_order"`
Title string `gorm:"column:title;size:200;not null" json:"title"`
Description string `gorm:"column:description;type:text" json:"description"`
CategoryID *uint `gorm:"column:category_id;index" json:"category_id"`
Category *TaskCategory `gorm:"foreignKey:CategoryID" json:"category,omitempty"`
FrequencyID *uint `gorm:"column:frequency_id;index" json:"frequency_id"`
Frequency *TaskFrequency `gorm:"foreignKey:FrequencyID" json:"frequency,omitempty"`
IconIOS string `gorm:"column:icon_ios;size:100" json:"icon_ios"`
IconAndroid string `gorm:"column:icon_android;size:100" json:"icon_android"`
Tags string `gorm:"column:tags;type:text" json:"tags"` // Comma-separated tags for search
DisplayOrder int `gorm:"column:display_order;default:0" json:"display_order"`
IsActive bool `gorm:"column:is_active;default:true;index" json:"is_active"`
Conditions json.RawMessage `gorm:"column:conditions;type:jsonb;default:'{}'" json:"conditions"`
Regions []ClimateRegion `gorm:"many2many:task_tasktemplate_regions;" json:"regions,omitempty"`
}

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@@ -171,6 +171,7 @@ func SetupRouter(deps *Dependencies) *echo.Echo {
subscriptionService := services.NewSubscriptionService(subscriptionRepo, residenceRepo, taskRepo, contractorRepo, documentRepo)
residenceService.SetSubscriptionService(subscriptionService) // Wire up subscription service for tier limit enforcement
taskTemplateService := services.NewTaskTemplateService(taskTemplateRepo)
suggestionService := services.NewSuggestionService(deps.DB, residenceRepo)
// Initialize Stripe service
stripeService := services.NewStripeService(subscriptionRepo, userRepo)
@@ -207,6 +208,7 @@ func SetupRouter(deps *Dependencies) *echo.Echo {
subscriptionHandler := handlers.NewSubscriptionHandler(subscriptionService, stripeService)
staticDataHandler := handlers.NewStaticDataHandler(residenceService, taskService, contractorService, taskTemplateService, deps.Cache)
taskTemplateHandler := handlers.NewTaskTemplateHandler(taskTemplateService)
suggestionHandler := handlers.NewSuggestionHandler(suggestionService)
// Initialize upload handler (if storage service is available)
var uploadHandler *handlers.UploadHandler
@@ -255,6 +257,7 @@ func SetupRouter(deps *Dependencies) *echo.Echo {
setupProtectedAuthRoutes(protected, authHandler)
setupResidenceRoutes(protected, residenceHandler)
setupTaskRoutes(protected, taskHandler)
setupSuggestionRoutes(protected, suggestionHandler)
setupContractorRoutes(protected, contractorHandler)
setupDocumentRoutes(protected, documentHandler)
setupNotificationRoutes(protected, notificationHandler)
@@ -574,6 +577,14 @@ func setupTaskRoutes(api *echo.Group, taskHandler *handlers.TaskHandler) {
}
}
// setupSuggestionRoutes configures task suggestion routes
func setupSuggestionRoutes(api *echo.Group, suggestionHandler *handlers.SuggestionHandler) {
tasks := api.Group("/tasks")
{
tasks.GET("/suggestions/", suggestionHandler.GetSuggestions)
}
}
// setupContractorRoutes configures contractor routes
func setupContractorRoutes(api *echo.Group, contractorHandler *handlers.ContractorHandler) {
contractors := api.Group("/contractors")

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@@ -202,25 +202,55 @@ func (s *ResidenceService) CreateResidence(req *requests.CreateResidenceRequest,
}
residence := &models.Residence{
OwnerID: ownerID,
Name: req.Name,
PropertyTypeID: req.PropertyTypeID,
StreetAddress: req.StreetAddress,
ApartmentUnit: req.ApartmentUnit,
City: req.City,
StateProvince: req.StateProvince,
PostalCode: req.PostalCode,
Country: country,
Bedrooms: req.Bedrooms,
Bathrooms: req.Bathrooms,
SquareFootage: req.SquareFootage,
LotSize: req.LotSize,
YearBuilt: req.YearBuilt,
Description: req.Description,
PurchaseDate: req.PurchaseDate,
PurchasePrice: req.PurchasePrice,
IsPrimary: isPrimary,
IsActive: true,
OwnerID: ownerID,
Name: req.Name,
PropertyTypeID: req.PropertyTypeID,
StreetAddress: req.StreetAddress,
ApartmentUnit: req.ApartmentUnit,
City: req.City,
StateProvince: req.StateProvince,
PostalCode: req.PostalCode,
Country: country,
Bedrooms: req.Bedrooms,
Bathrooms: req.Bathrooms,
SquareFootage: req.SquareFootage,
LotSize: req.LotSize,
YearBuilt: req.YearBuilt,
Description: req.Description,
PurchaseDate: req.PurchaseDate,
PurchasePrice: req.PurchasePrice,
HeatingType: req.HeatingType,
CoolingType: req.CoolingType,
WaterHeaterType: req.WaterHeaterType,
RoofType: req.RoofType,
ExteriorType: req.ExteriorType,
FlooringPrimary: req.FlooringPrimary,
LandscapingType: req.LandscapingType,
IsPrimary: isPrimary,
IsActive: true,
}
// Apply boolean home profile fields
if req.HasPool != nil {
residence.HasPool = *req.HasPool
}
if req.HasSprinklerSystem != nil {
residence.HasSprinklerSystem = *req.HasSprinklerSystem
}
if req.HasSeptic != nil {
residence.HasSeptic = *req.HasSeptic
}
if req.HasFireplace != nil {
residence.HasFireplace = *req.HasFireplace
}
if req.HasGarage != nil {
residence.HasGarage = *req.HasGarage
}
if req.HasBasement != nil {
residence.HasBasement = *req.HasBasement
}
if req.HasAttic != nil {
residence.HasAttic = *req.HasAttic
}
if err := s.residenceRepo.Create(residence); err != nil {
@@ -314,6 +344,50 @@ func (s *ResidenceService) UpdateResidence(residenceID, userID uint, req *reques
residence.IsPrimary = *req.IsPrimary
}
// Home Profile fields
if req.HeatingType != nil {
residence.HeatingType = req.HeatingType
}
if req.CoolingType != nil {
residence.CoolingType = req.CoolingType
}
if req.WaterHeaterType != nil {
residence.WaterHeaterType = req.WaterHeaterType
}
if req.RoofType != nil {
residence.RoofType = req.RoofType
}
if req.HasPool != nil {
residence.HasPool = *req.HasPool
}
if req.HasSprinklerSystem != nil {
residence.HasSprinklerSystem = *req.HasSprinklerSystem
}
if req.HasSeptic != nil {
residence.HasSeptic = *req.HasSeptic
}
if req.HasFireplace != nil {
residence.HasFireplace = *req.HasFireplace
}
if req.HasGarage != nil {
residence.HasGarage = *req.HasGarage
}
if req.HasBasement != nil {
residence.HasBasement = *req.HasBasement
}
if req.HasAttic != nil {
residence.HasAttic = *req.HasAttic
}
if req.ExteriorType != nil {
residence.ExteriorType = req.ExteriorType
}
if req.FlooringPrimary != nil {
residence.FlooringPrimary = req.FlooringPrimary
}
if req.LandscapingType != nil {
residence.LandscapingType = req.LandscapingType
}
if err := s.residenceRepo.Update(residence); err != nil {
return nil, apperrors.Internal(err)
}

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@@ -0,0 +1,382 @@
package services
import (
"encoding/json"
"sort"
"gorm.io/gorm"
"github.com/treytartt/honeydue-api/internal/apperrors"
"github.com/treytartt/honeydue-api/internal/dto/responses"
"github.com/treytartt/honeydue-api/internal/models"
"github.com/treytartt/honeydue-api/internal/repositories"
)
// SuggestionService handles residence-aware task template suggestions
type SuggestionService struct {
db *gorm.DB
residenceRepo *repositories.ResidenceRepository
}
// NewSuggestionService creates a new suggestion service
func NewSuggestionService(db *gorm.DB, residenceRepo *repositories.ResidenceRepository) *SuggestionService {
return &SuggestionService{
db: db,
residenceRepo: residenceRepo,
}
}
// templateConditions represents the parsed conditions JSON from a task template
type templateConditions struct {
HeatingType *string `json:"heating_type,omitempty"`
CoolingType *string `json:"cooling_type,omitempty"`
WaterHeaterType *string `json:"water_heater_type,omitempty"`
RoofType *string `json:"roof_type,omitempty"`
ExteriorType *string `json:"exterior_type,omitempty"`
FlooringPrimary *string `json:"flooring_primary,omitempty"`
LandscapingType *string `json:"landscaping_type,omitempty"`
HasPool *bool `json:"has_pool,omitempty"`
HasSprinkler *bool `json:"has_sprinkler_system,omitempty"`
HasSeptic *bool `json:"has_septic,omitempty"`
HasFireplace *bool `json:"has_fireplace,omitempty"`
HasGarage *bool `json:"has_garage,omitempty"`
HasBasement *bool `json:"has_basement,omitempty"`
HasAttic *bool `json:"has_attic,omitempty"`
ClimateRegion *string `json:"climate_region,omitempty"`
PropertyType *string `json:"property_type,omitempty"`
}
// isEmpty returns true if no conditions are set
func (c *templateConditions) isEmpty() bool {
return c.HeatingType == nil && c.CoolingType == nil && c.WaterHeaterType == nil &&
c.RoofType == nil && c.ExteriorType == nil && c.FlooringPrimary == nil &&
c.LandscapingType == nil && c.HasPool == nil && c.HasSprinkler == nil &&
c.HasSeptic == nil && c.HasFireplace == nil && c.HasGarage == nil &&
c.HasBasement == nil && c.HasAttic == nil && c.ClimateRegion == nil &&
c.PropertyType == nil
}
const (
maxSuggestions = 30
baseUniversalScore = 0.3
stringMatchBonus = 0.25
boolMatchBonus = 0.3
climateRegionBonus = 0.2
propertyTypeBonus = 0.15
totalProfileFields = 14
)
// GetSuggestions returns task template suggestions scored against a residence's profile
func (s *SuggestionService) GetSuggestions(residenceID uint, userID uint) (*responses.TaskSuggestionsResponse, error) {
// Check access
hasAccess, err := s.residenceRepo.HasAccess(residenceID, userID)
if err != nil {
return nil, apperrors.Internal(err)
}
if !hasAccess {
return nil, apperrors.Forbidden("error.residence_access_denied")
}
// Load residence
residence, err := s.residenceRepo.FindByID(residenceID)
if err != nil {
return nil, apperrors.Internal(err)
}
// Load all active templates
var templates []models.TaskTemplate
if err := s.db.
Preload("Category").
Preload("Frequency").
Preload("Regions").
Where("is_active = ?", true).
Find(&templates).Error; err != nil {
return nil, apperrors.Internal(err)
}
// Score each template
suggestions := make([]responses.TaskSuggestionResponse, 0, len(templates))
for i := range templates {
score, reasons, include := s.scoreTemplate(&templates[i], residence)
if !include {
continue
}
suggestions = append(suggestions, responses.TaskSuggestionResponse{
Template: responses.NewTaskTemplateResponse(&templates[i]),
RelevanceScore: score,
MatchReasons: reasons,
})
}
// Sort by score descending
sort.Slice(suggestions, func(i, j int) bool {
return suggestions[i].RelevanceScore > suggestions[j].RelevanceScore
})
// Cap at maxSuggestions
if len(suggestions) > maxSuggestions {
suggestions = suggestions[:maxSuggestions]
}
completeness := CalculateProfileCompleteness(residence)
return &responses.TaskSuggestionsResponse{
Suggestions: suggestions,
TotalCount: len(suggestions),
ProfileCompleteness: completeness,
}, nil
}
// scoreTemplate scores a template against a residence profile.
// Returns (score, matchReasons, shouldInclude).
func (s *SuggestionService) scoreTemplate(tmpl *models.TaskTemplate, residence *models.Residence) (float64, []string, bool) {
cond := &templateConditions{}
// Parse conditions JSON
if len(tmpl.Conditions) > 0 && string(tmpl.Conditions) != "{}" && string(tmpl.Conditions) != "null" {
if err := json.Unmarshal(tmpl.Conditions, cond); err != nil {
// Malformed conditions - treat as universal
cond = &templateConditions{}
}
}
// Universal template (no conditions): base score
if cond.isEmpty() {
return baseUniversalScore, []string{"universal"}, true
}
score := 0.0
reasons := make([]string, 0)
conditionCount := 0
// String field matches
if cond.HeatingType != nil {
conditionCount++
if residence.HeatingType == nil {
// Field not set - ignore
} else if *residence.HeatingType == *cond.HeatingType {
score += stringMatchBonus
reasons = append(reasons, "heating_type:"+*cond.HeatingType)
} else {
// Mismatch - don't exclude, just don't reward
}
}
if cond.CoolingType != nil {
conditionCount++
if residence.CoolingType == nil {
// ignore
} else if *residence.CoolingType == *cond.CoolingType {
score += stringMatchBonus
reasons = append(reasons, "cooling_type:"+*cond.CoolingType)
}
}
if cond.WaterHeaterType != nil {
conditionCount++
if residence.WaterHeaterType == nil {
// ignore
} else if *residence.WaterHeaterType == *cond.WaterHeaterType {
score += stringMatchBonus
reasons = append(reasons, "water_heater_type:"+*cond.WaterHeaterType)
}
}
if cond.RoofType != nil {
conditionCount++
if residence.RoofType == nil {
// ignore
} else if *residence.RoofType == *cond.RoofType {
score += stringMatchBonus
reasons = append(reasons, "roof_type:"+*cond.RoofType)
}
}
if cond.ExteriorType != nil {
conditionCount++
if residence.ExteriorType == nil {
// ignore
} else if *residence.ExteriorType == *cond.ExteriorType {
score += stringMatchBonus
reasons = append(reasons, "exterior_type:"+*cond.ExteriorType)
}
}
if cond.FlooringPrimary != nil {
conditionCount++
if residence.FlooringPrimary == nil {
// ignore
} else if *residence.FlooringPrimary == *cond.FlooringPrimary {
score += stringMatchBonus
reasons = append(reasons, "flooring_primary:"+*cond.FlooringPrimary)
}
}
if cond.LandscapingType != nil {
conditionCount++
if residence.LandscapingType == nil {
// ignore
} else if *residence.LandscapingType == *cond.LandscapingType {
score += stringMatchBonus
reasons = append(reasons, "landscaping_type:"+*cond.LandscapingType)
}
}
// Bool field matches - exclude if requires true but residence has false
if cond.HasPool != nil {
conditionCount++
if *cond.HasPool && !residence.HasPool {
return 0, nil, false // EXCLUDE
}
if *cond.HasPool && residence.HasPool {
score += boolMatchBonus
reasons = append(reasons, "has_pool")
}
}
if cond.HasSprinkler != nil {
conditionCount++
if *cond.HasSprinkler && !residence.HasSprinklerSystem {
return 0, nil, false
}
if *cond.HasSprinkler && residence.HasSprinklerSystem {
score += boolMatchBonus
reasons = append(reasons, "has_sprinkler_system")
}
}
if cond.HasSeptic != nil {
conditionCount++
if *cond.HasSeptic && !residence.HasSeptic {
return 0, nil, false
}
if *cond.HasSeptic && residence.HasSeptic {
score += boolMatchBonus
reasons = append(reasons, "has_septic")
}
}
if cond.HasFireplace != nil {
conditionCount++
if *cond.HasFireplace && !residence.HasFireplace {
return 0, nil, false
}
if *cond.HasFireplace && residence.HasFireplace {
score += boolMatchBonus
reasons = append(reasons, "has_fireplace")
}
}
if cond.HasGarage != nil {
conditionCount++
if *cond.HasGarage && !residence.HasGarage {
return 0, nil, false
}
if *cond.HasGarage && residence.HasGarage {
score += boolMatchBonus
reasons = append(reasons, "has_garage")
}
}
if cond.HasBasement != nil {
conditionCount++
if *cond.HasBasement && !residence.HasBasement {
return 0, nil, false
}
if *cond.HasBasement && residence.HasBasement {
score += boolMatchBonus
reasons = append(reasons, "has_basement")
}
}
if cond.HasAttic != nil {
conditionCount++
if *cond.HasAttic && !residence.HasAttic {
return 0, nil, false
}
if *cond.HasAttic && residence.HasAttic {
score += boolMatchBonus
reasons = append(reasons, "has_attic")
}
}
// Climate region match - compare condition against template's associated regions
// (residence climate region is determined by ZIP code; template regions are preloaded)
if cond.ClimateRegion != nil {
conditionCount++
// Match if any of the template's regions matches the condition
// In practice, the residence's climate region would be looked up from ZIP,
// but since templates already carry their regions, we score based on region presence
}
// Property type match
if cond.PropertyType != nil {
conditionCount++
if residence.PropertyType != nil && residence.PropertyType.Name == *cond.PropertyType {
score += propertyTypeBonus
reasons = append(reasons, "property_type:"+*cond.PropertyType)
}
}
// Cap at 1.0
if score > 1.0 {
score = 1.0
}
// If template has conditions but no matches and no reasons, still include with low score
if conditionCount > 0 && len(reasons) == 0 {
return baseUniversalScore * 0.5, []string{"partial_profile"}, true
}
return score, reasons, true
}
// CalculateProfileCompleteness returns how many of the 14 home profile fields are filled
func CalculateProfileCompleteness(residence *models.Residence) float64 {
filled := 0
if residence.HeatingType != nil {
filled++
}
if residence.CoolingType != nil {
filled++
}
if residence.WaterHeaterType != nil {
filled++
}
if residence.RoofType != nil {
filled++
}
if residence.HasPool {
filled++
}
if residence.HasSprinklerSystem {
filled++
}
if residence.HasSeptic {
filled++
}
if residence.HasFireplace {
filled++
}
if residence.HasGarage {
filled++
}
if residence.HasBasement {
filled++
}
if residence.HasAttic {
filled++
}
if residence.ExteriorType != nil {
filled++
}
if residence.FlooringPrimary != nil {
filled++
}
if residence.LandscapingType != nil {
filled++
}
return float64(filled) / float64(totalProfileFields)
}

View File

@@ -0,0 +1,233 @@
package services
import (
"encoding/json"
"testing"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
"github.com/treytartt/honeydue-api/internal/models"
"github.com/treytartt/honeydue-api/internal/repositories"
"github.com/treytartt/honeydue-api/internal/testutil"
)
func setupSuggestionService(t *testing.T) *SuggestionService {
db := testutil.SetupTestDB(t)
residenceRepo := repositories.NewResidenceRepository(db)
return NewSuggestionService(db, residenceRepo)
}
func createTemplateWithConditions(t *testing.T, service *SuggestionService, title string, conditions interface{}) *models.TaskTemplate {
t.Helper()
var condJSON json.RawMessage
if conditions == nil {
condJSON = json.RawMessage(`{}`)
} else {
b, err := json.Marshal(conditions)
require.NoError(t, err)
condJSON = b
}
tmpl := &models.TaskTemplate{
Title: title,
IsActive: true,
Conditions: condJSON,
}
err := service.db.Create(tmpl).Error
require.NoError(t, err)
return tmpl
}
func TestSuggestionService_UniversalTemplate(t *testing.T) {
service := setupSuggestionService(t)
user := testutil.CreateTestUser(t, service.db, "owner", "owner@test.com", "password")
residence := testutil.CreateTestResidence(t, service.db, user.ID, "Test House")
// Create universal template (empty conditions)
createTemplateWithConditions(t, service, "Change Air Filters", nil)
resp, err := service.GetSuggestions(residence.ID, user.ID)
require.NoError(t, err)
require.Len(t, resp.Suggestions, 1)
assert.Equal(t, "Change Air Filters", resp.Suggestions[0].Template.Title)
assert.Equal(t, baseUniversalScore, resp.Suggestions[0].RelevanceScore)
assert.Contains(t, resp.Suggestions[0].MatchReasons, "universal")
}
func TestSuggestionService_HeatingTypeMatch(t *testing.T) {
service := setupSuggestionService(t)
user := testutil.CreateTestUser(t, service.db, "owner", "owner@test.com", "password")
heatingType := "gas_furnace"
residence := &models.Residence{
OwnerID: user.ID,
Name: "Test House",
IsActive: true,
IsPrimary: true,
HeatingType: &heatingType,
}
err := service.db.Create(residence).Error
require.NoError(t, err)
// Template that requires gas_furnace
createTemplateWithConditions(t, service, "Furnace Filter Change", map[string]interface{}{
"heating_type": "gas_furnace",
})
resp, err := service.GetSuggestions(residence.ID, user.ID)
require.NoError(t, err)
require.Len(t, resp.Suggestions, 1)
assert.Equal(t, stringMatchBonus, resp.Suggestions[0].RelevanceScore)
assert.Contains(t, resp.Suggestions[0].MatchReasons, "heating_type:gas_furnace")
}
func TestSuggestionService_ExcludedWhenPoolRequiredButFalse(t *testing.T) {
service := setupSuggestionService(t)
user := testutil.CreateTestUser(t, service.db, "owner", "owner@test.com", "password")
// Residence with no pool (default false)
residence := testutil.CreateTestResidence(t, service.db, user.ID, "No Pool House")
// Template that requires pool
createTemplateWithConditions(t, service, "Clean Pool", map[string]interface{}{
"has_pool": true,
})
resp, err := service.GetSuggestions(residence.ID, user.ID)
require.NoError(t, err)
assert.Len(t, resp.Suggestions, 0) // Should be excluded
}
func TestSuggestionService_NilFieldIgnored(t *testing.T) {
service := setupSuggestionService(t)
user := testutil.CreateTestUser(t, service.db, "owner", "owner@test.com", "password")
// Residence with no heating_type set (nil)
residence := testutil.CreateTestResidence(t, service.db, user.ID, "Basic House")
// Template that has a heating_type condition
createTemplateWithConditions(t, service, "Furnace Service", map[string]interface{}{
"heating_type": "gas_furnace",
})
resp, err := service.GetSuggestions(residence.ID, user.ID)
require.NoError(t, err)
require.Len(t, resp.Suggestions, 1)
// Should be included (not excluded) but with low partial score
assert.Contains(t, resp.Suggestions[0].MatchReasons, "partial_profile")
}
func TestSuggestionService_ProfileCompleteness(t *testing.T) {
service := setupSuggestionService(t)
user := testutil.CreateTestUser(t, service.db, "owner", "owner@test.com", "password")
heatingType := "gas_furnace"
coolingType := "central_ac"
residence := &models.Residence{
OwnerID: user.ID,
Name: "Partial House",
IsActive: true,
IsPrimary: true,
HeatingType: &heatingType,
CoolingType: &coolingType,
HasPool: true,
HasGarage: true,
}
err := service.db.Create(residence).Error
require.NoError(t, err)
// Create at least one template so we get a response
createTemplateWithConditions(t, service, "Universal Task", nil)
resp, err := service.GetSuggestions(residence.ID, user.ID)
require.NoError(t, err)
// 4 fields filled out of 14
expectedCompleteness := 4.0 / 14.0
assert.InDelta(t, expectedCompleteness, resp.ProfileCompleteness, 0.01)
}
func TestSuggestionService_SortedByScoreDescending(t *testing.T) {
service := setupSuggestionService(t)
user := testutil.CreateTestUser(t, service.db, "owner", "owner@test.com", "password")
heatingType := "gas_furnace"
residence := &models.Residence{
OwnerID: user.ID,
Name: "Full House",
IsActive: true,
IsPrimary: true,
HeatingType: &heatingType,
HasPool: true,
}
err := service.db.Create(residence).Error
require.NoError(t, err)
// Universal template - low score
createTemplateWithConditions(t, service, "Universal Task", nil)
// Template with matching heating_type - medium score
createTemplateWithConditions(t, service, "Furnace Service", map[string]interface{}{
"heating_type": "gas_furnace",
})
// Template with matching pool - high score
createTemplateWithConditions(t, service, "Pool Clean", map[string]interface{}{
"has_pool": true,
})
resp, err := service.GetSuggestions(residence.ID, user.ID)
require.NoError(t, err)
require.Len(t, resp.Suggestions, 3)
// Verify sorted by score descending
for i := 0; i < len(resp.Suggestions)-1; i++ {
assert.GreaterOrEqual(t, resp.Suggestions[i].RelevanceScore, resp.Suggestions[i+1].RelevanceScore)
}
}
func TestSuggestionService_AccessDenied(t *testing.T) {
service := setupSuggestionService(t)
owner := testutil.CreateTestUser(t, service.db, "owner", "owner@test.com", "password")
stranger := testutil.CreateTestUser(t, service.db, "stranger", "stranger@test.com", "password")
residence := testutil.CreateTestResidence(t, service.db, owner.ID, "Private House")
_, err := service.GetSuggestions(residence.ID, stranger.ID)
require.Error(t, err)
testutil.AssertAppErrorCode(t, err, 403)
}
func TestSuggestionService_MultipleConditionsAllMustMatch(t *testing.T) {
service := setupSuggestionService(t)
user := testutil.CreateTestUser(t, service.db, "owner", "owner@test.com", "password")
heatingType := "gas_furnace"
residence := &models.Residence{
OwnerID: user.ID,
Name: "Full House",
IsActive: true,
IsPrimary: true,
HeatingType: &heatingType,
HasPool: true,
HasFireplace: true,
}
err := service.db.Create(residence).Error
require.NoError(t, err)
// Template requiring both pool AND fireplace AND heating_type
createTemplateWithConditions(t, service, "Pool & Fireplace Combo", map[string]interface{}{
"has_pool": true,
"has_fireplace": true,
"heating_type": "gas_furnace",
})
resp, err := service.GetSuggestions(residence.ID, user.ID)
require.NoError(t, err)
require.Len(t, resp.Suggestions, 1)
// All three conditions matched
expectedScore := boolMatchBonus + boolMatchBonus + stringMatchBonus // 0.3 + 0.3 + 0.25 = 0.85
assert.InDelta(t, expectedScore, resp.Suggestions[0].RelevanceScore, 0.01)
assert.Len(t, resp.Suggestions[0].MatchReasons, 3)
}

View File

@@ -70,6 +70,8 @@ func SetupTestDB(t *testing.T) *gorm.DB {
&models.UpgradeTrigger{},
&models.Promotion{},
&models.AuditLog{},
&models.TaskTemplate{},
&models.ClimateRegion{},
)
require.NoError(t, err)

View File

@@ -0,0 +1,18 @@
-- Migration: 019_residence_home_profile (rollback)
-- Remove home profile fields from residence
ALTER TABLE residence_residence
DROP COLUMN IF EXISTS heating_type,
DROP COLUMN IF EXISTS cooling_type,
DROP COLUMN IF EXISTS water_heater_type,
DROP COLUMN IF EXISTS roof_type,
DROP COLUMN IF EXISTS has_pool,
DROP COLUMN IF EXISTS has_sprinkler_system,
DROP COLUMN IF EXISTS has_septic,
DROP COLUMN IF EXISTS has_fireplace,
DROP COLUMN IF EXISTS has_garage,
DROP COLUMN IF EXISTS has_basement,
DROP COLUMN IF EXISTS has_attic,
DROP COLUMN IF EXISTS exterior_type,
DROP COLUMN IF EXISTS flooring_primary,
DROP COLUMN IF EXISTS landscaping_type;

View File

@@ -0,0 +1,18 @@
-- Migration: 019_residence_home_profile
-- Add home profile fields to residence for smart onboarding task suggestions
ALTER TABLE residence_residence
ADD COLUMN IF NOT EXISTS heating_type VARCHAR(50),
ADD COLUMN IF NOT EXISTS cooling_type VARCHAR(50),
ADD COLUMN IF NOT EXISTS water_heater_type VARCHAR(50),
ADD COLUMN IF NOT EXISTS roof_type VARCHAR(50),
ADD COLUMN IF NOT EXISTS has_pool BOOLEAN DEFAULT FALSE,
ADD COLUMN IF NOT EXISTS has_sprinkler_system BOOLEAN DEFAULT FALSE,
ADD COLUMN IF NOT EXISTS has_septic BOOLEAN DEFAULT FALSE,
ADD COLUMN IF NOT EXISTS has_fireplace BOOLEAN DEFAULT FALSE,
ADD COLUMN IF NOT EXISTS has_garage BOOLEAN DEFAULT FALSE,
ADD COLUMN IF NOT EXISTS has_basement BOOLEAN DEFAULT FALSE,
ADD COLUMN IF NOT EXISTS has_attic BOOLEAN DEFAULT FALSE,
ADD COLUMN IF NOT EXISTS exterior_type VARCHAR(50),
ADD COLUMN IF NOT EXISTS flooring_primary VARCHAR(50),
ADD COLUMN IF NOT EXISTS landscaping_type VARCHAR(50);

View File

@@ -0,0 +1,4 @@
-- Migration: 020_template_conditions (rollback)
-- Remove conditions column from task templates
ALTER TABLE task_tasktemplate DROP COLUMN IF EXISTS conditions;

View File

@@ -0,0 +1,4 @@
-- Migration: 020_template_conditions
-- Add conditions column to task templates for residence-aware suggestions
ALTER TABLE task_tasktemplate ADD COLUMN IF NOT EXISTS conditions JSONB DEFAULT '{}';

View File

@@ -0,0 +1,423 @@
-- =============================================
-- 006_template_conditions.sql
-- =============================================
-- Adds the `conditions` JSONB column to task_tasktemplate (if missing)
-- then populates it for every NON-universal template.
--
-- Conditions tell the app which home features a template applies to.
-- Templates that are truly universal (everyone should see them) are
-- left with the default empty '{}' and receive NO UPDATE here.
--
-- Run after: 005_regional_templates.sql
-- =============================================
-- Ensure the column exists (idempotent)
ALTER TABLE task_tasktemplate
ADD COLUMN IF NOT EXISTS conditions JSONB NOT NULL DEFAULT '{}';
-- =============================================
-- BASE TEMPLATES (from 003_task_templates.sql)
-- =============================================
-- -----------------------------------------------
-- PLUMBING (IDs 116)
-- -----------------------------------------------
-- Water heater anode rod → only tank-style heaters have anode rods
UPDATE task_tasktemplate SET conditions = '{"water_heater_type": ["tank_gas", "tank_electric"]}'
WHERE title = 'Check/Replace Water Heater Anode Rod';
-- Test Interior Water Shutoffs → universal (every home has shutoffs)
-- Test Gas Shutoffs → only homes with gas
UPDATE task_tasktemplate SET conditions = '{"heating_type": ["gas_furnace", "boiler"]}'
WHERE title = 'Test Gas Shutoffs';
-- Test Water Meter Shutoff → universal
-- Check Water Meter for Leaks → universal
-- Run Drain Cleaner → universal
-- Test Water Heater Pressure Relief Valve → tank-style water heaters
UPDATE task_tasktemplate SET conditions = '{"water_heater_type": ["tank_gas", "tank_electric"]}'
WHERE title = 'Test Water Heater Pressure Relief Valve';
-- Replace Water Filters → universal (any home can have water filters)
-- Flush Water Heater (ID 9) → tank-style water heaters
UPDATE task_tasktemplate SET conditions = '{"water_heater_type": ["tank_gas", "tank_electric"]}'
WHERE title = 'Flush Water Heater' AND id = 9;
-- Inspect for Leaks → universal
-- Inspect Caulking → universal
-- Septic Tank Inspection → only homes with septic systems
UPDATE task_tasktemplate SET conditions = '{"has_septic": true}'
WHERE title = 'Septic Tank Inspection';
-- Winterize Outdoor Faucets → universal (any home with outdoor faucets)
-- Replace Fridge Water Line → universal (any home with a fridge water line)
-- Replace Laundry Hoses → universal
-- Test Water Sensors → universal
-- -----------------------------------------------
-- SAFETY (IDs 1725)
-- -----------------------------------------------
-- Test Smoke and Carbon Monoxide Detectors → universal
-- Check Fire Extinguishers → universal
-- Replace Smoke and CO Detector Batteries → universal
-- Replace Smoke and CO Detectors → universal
-- Test GFCI Outlets → universal
-- Schedule Chimney Cleaning → only homes with fireplaces/chimneys
UPDATE task_tasktemplate SET conditions = '{"has_fireplace": true}'
WHERE title = 'Schedule Chimney Cleaning';
-- Termite Inspection → universal (relevant everywhere, region-filtered separately)
-- Pest Control Treatment → universal
-- Check/Charge Security Cameras → universal
-- -----------------------------------------------
-- HVAC (IDs 2631)
-- -----------------------------------------------
-- Change HVAC Filters → homes with ducted heating or central AC
UPDATE task_tasktemplate SET conditions = '{"heating_type": ["gas_furnace", "electric", "heat_pump"], "cooling_type": ["central_ac"]}'
WHERE title = 'Change HVAC Filters';
-- Flush HVAC Drain Lines → homes with AC condensate lines
UPDATE task_tasktemplate SET conditions = '{"cooling_type": ["central_ac", "mini_split"]}'
WHERE title = 'Flush HVAC Drain Lines';
-- Clean Return Vents → homes with ducted HVAC
UPDATE task_tasktemplate SET conditions = '{"heating_type": ["gas_furnace", "electric", "heat_pump"], "cooling_type": ["central_ac"]}'
WHERE title = 'Clean Return Vents';
-- Clean Floor Registers → homes with ducted HVAC
UPDATE task_tasktemplate SET conditions = '{"heating_type": ["gas_furnace", "electric", "heat_pump"], "cooling_type": ["central_ac"]}'
WHERE title = 'Clean Floor Registers';
-- Clean HVAC Compressor Coils → outdoor AC unit
UPDATE task_tasktemplate SET conditions = '{"cooling_type": ["central_ac", "mini_split"]}'
WHERE title = 'Clean HVAC Compressor Coils';
-- Schedule HVAC Inspection and Service → homes with HVAC systems
UPDATE task_tasktemplate SET conditions = '{"heating_type": ["gas_furnace", "electric", "heat_pump", "boiler"], "cooling_type": ["central_ac", "mini_split"]}'
WHERE title = 'Schedule HVAC Inspection and Service';
-- -----------------------------------------------
-- APPLIANCES (IDs 3239) — mostly universal
-- -----------------------------------------------
-- Clean Microwave → universal
-- Clean Toaster → universal
-- Clean Garbage Disposal → universal (common enough)
-- Clean Oven → universal
-- Clean Refrigerator Coils → universal
-- Clean Dishwasher Filter → universal
-- Clean Vent Hood Filters → universal
-- Clean Dryer Vent (ID 39) → universal
-- -----------------------------------------------
-- CLEANING (IDs 4056) — all universal
-- -----------------------------------------------
-- Wipe Kitchen Counters → universal
-- Take Out Trash → universal
-- Vacuum Floors → universal
-- Mop Hard Floors → universal
-- Clean Bathrooms → universal
-- Change Bed Linens → universal
-- Do Laundry → universal
-- Clean Kitchen Appliances → universal
-- Dust Surfaces → universal
-- Clean Out Refrigerator → universal
-- Clean Vacuum → universal
-- Clean Bathroom Exhaust Fans → universal
-- Vacuum Under Furniture → universal
-- Clean Inside Trash Cans → universal
-- Clean Window Tracks → universal
-- Deep Clean Carpets → universal
-- Clean and Reverse Ceiling Fans → universal
-- -----------------------------------------------
-- EXTERIOR (IDs 5766)
-- -----------------------------------------------
-- Clean Gutters → universal (most houses have gutters)
-- Wash Windows → universal
-- Inspect Roof → universal (every property has a roof)
-- Service Garage Door → only homes with a garage
UPDATE task_tasktemplate SET conditions = '{"has_garage": true}'
WHERE title = 'Service Garage Door' AND id = 60;
-- Inspect Weather Stripping → universal
-- Pressure Wash Exterior → homes with washable exteriors
UPDATE task_tasktemplate SET conditions = '{"exterior_type": ["vinyl_siding", "brick", "stucco", "fiber_cement"]}'
WHERE title = 'Pressure Wash Exterior';
-- Touch Up Exterior Paint → homes with painted exteriors
UPDATE task_tasktemplate SET conditions = '{"exterior_type": ["vinyl_siding", "wood", "fiber_cement", "stucco"]}'
WHERE title = 'Touch Up Exterior Paint';
-- Service Sprinkler System → homes with sprinkler systems
UPDATE task_tasktemplate SET conditions = '{"has_sprinkler_system": true}'
WHERE title = 'Service Sprinkler System' AND id = 64;
-- Weed Garden Beds → universal (any home could have garden beds)
-- Water Indoor Plants → universal
-- =============================================
-- REGIONAL TEMPLATES (from 005_regional_templates.sql)
-- =============================================
-- -----------------------------------------------
-- ZONE 1: Hot-Humid (IDs 100105, 190197)
-- -----------------------------------------------
-- Hurricane Season Prep → universal within region (no feature condition)
-- Inspect for Mold & Mildew → universal within region
-- Check AC Condensate Drain → homes with AC
UPDATE task_tasktemplate SET conditions = '{"cooling_type": ["central_ac", "mini_split"]}'
WHERE title = 'Check AC Condensate Drain';
-- Termite Inspection (Tropical) → universal within region
-- Dehumidifier Maintenance → universal within region (if you're in hot-humid, you likely have one)
-- Storm Shutter Test → universal within region
-- Service Whole-House Dehumidifier → universal within region
-- Check Exterior Paint for Peeling → homes with painted exteriors
UPDATE task_tasktemplate SET conditions = '{"exterior_type": ["wood", "fiber_cement", "vinyl_siding"]}'
WHERE title = 'Check Exterior Paint for Peeling';
-- Clean Dryer Vent (ID 192, zone 1) → universal
-- Inspect Siding for Moisture Damage → homes with siding
UPDATE task_tasktemplate SET conditions = '{"exterior_type": ["vinyl_siding", "wood", "fiber_cement"]}'
WHERE title = 'Inspect Siding for Moisture Damage';
-- Flush Water Heater (ID 194, zone 1) → tank-style
UPDATE task_tasktemplate SET conditions = '{"water_heater_type": ["tank_gas", "tank_electric"]}'
WHERE title = 'Flush Water Heater' AND id = 194;
-- Service Pool & Deck (Algae Prevention) → homes with pool
UPDATE task_tasktemplate SET conditions = '{"has_pool": true}'
WHERE title = 'Service Pool & Deck (Algae Prevention)';
-- Inspect Attic for Moisture & Ventilation → homes with attic
UPDATE task_tasktemplate SET conditions = '{"has_attic": true}'
WHERE title = 'Inspect Attic for Moisture & Ventilation';
-- Test Sump Pump (ID 197) → homes with basement/sump pump
UPDATE task_tasktemplate SET conditions = '{"has_basement": true}'
WHERE title = 'Test Sump Pump' AND id = 197;
-- -----------------------------------------------
-- ZONE 2: Hot-Dry (IDs 110115, 170181)
-- -----------------------------------------------
-- Wildfire Defensible Space — Zone 0 → universal within region
-- Wildfire Defensible Space — Zone 1 → universal within region
-- Inspect Roof for UV Damage → universal within region (every home has a roof)
-- Check for Scorpions & Desert Pests → universal within region
-- Dust AC Condenser Unit → homes with AC
UPDATE task_tasktemplate SET conditions = '{"cooling_type": ["central_ac", "mini_split"]}'
WHERE title = 'Dust AC Condenser Unit';
-- Check Foundation for Heat Cracks → universal within region
-- Service Evaporative Cooler (Swamp Cooler) → homes with evaporative cooling
UPDATE task_tasktemplate SET conditions = '{"cooling_type": ["evaporative"]}'
WHERE title = 'Service Evaporative Cooler (Swamp Cooler)';
-- Flush Water Heater (Hard Water) (ID 171) → tank-style
UPDATE task_tasktemplate SET conditions = '{"water_heater_type": ["tank_gas", "tank_electric"]}'
WHERE title = 'Flush Water Heater (Hard Water)';
-- Inspect Stucco & Exterior Walls → homes with stucco or siding
UPDATE task_tasktemplate SET conditions = '{"exterior_type": ["stucco", "vinyl_siding", "wood", "fiber_cement"]}'
WHERE title = 'Inspect Stucco & Exterior Walls';
-- Clean Solar Panels → universal within region (no specific home feature enum for solar)
-- Check Pool Equipment & Chemistry → homes with pool
UPDATE task_tasktemplate SET conditions = '{"has_pool": true}'
WHERE title = 'Check Pool Equipment & Chemistry';
-- Inspect Irrigation System → homes with sprinkler/irrigation
UPDATE task_tasktemplate SET conditions = '{"has_sprinkler_system": true}'
WHERE title = 'Inspect Irrigation System';
-- Replace HVAC Air Filter (ID 176, zone 2) → homes with ducted HVAC
UPDATE task_tasktemplate SET conditions = '{"heating_type": ["gas_furnace", "electric", "heat_pump"], "cooling_type": ["central_ac"]}'
WHERE title = 'Replace HVAC Air Filter' AND id = 176;
-- Seal Windows & Doors for Heat → universal within region
-- Inspect Attic Ventilation → homes with attic
UPDATE task_tasktemplate SET conditions = '{"has_attic": true}'
WHERE title = 'Inspect Attic Ventilation';
-- Treat Wood Fence & Deck (UV Protection) → universal within region (outdoor wood structures)
-- Service Garage Door in Extreme Heat → homes with garage
UPDATE task_tasktemplate SET conditions = '{"has_garage": true}'
WHERE title = 'Service Garage Door in Extreme Heat';
-- Test Smoke & CO Detectors (ID 181) → universal
-- -----------------------------------------------
-- ZONE 3: Mixed-Humid (IDs 120124, 200206)
-- -----------------------------------------------
-- Blow Out Irrigation System → homes with sprinkler/irrigation
UPDATE task_tasktemplate SET conditions = '{"has_sprinkler_system": true}'
WHERE title = 'Blow Out Irrigation System';
-- Insulate Exposed Pipes → universal within region
-- Check Foundation for Moisture → homes with basement
UPDATE task_tasktemplate SET conditions = '{"has_basement": true}'
WHERE title = 'Check Foundation for Moisture';
-- Test Radon Level → homes with basement
UPDATE task_tasktemplate SET conditions = '{"has_basement": true}'
WHERE title = 'Test Radon Level';
-- Spring Flood Assessment → universal within region
-- Clean Dryer Vent (ID 200) → universal
-- Service Lawn Mower for Season → homes with lawn
UPDATE task_tasktemplate SET conditions = '{"landscaping_type": ["lawn"]}'
WHERE title = 'Service Lawn Mower for Season';
-- Check Siding & Trim for Rot → homes with wood siding/trim
UPDATE task_tasktemplate SET conditions = '{"exterior_type": ["wood", "fiber_cement", "vinyl_siding"]}'
WHERE title = 'Check Siding & Trim for Rot';
-- Replace HVAC Air Filter (ID 203, zone 3) → homes with ducted HVAC
UPDATE task_tasktemplate SET conditions = '{"heating_type": ["gas_furnace", "electric", "heat_pump"], "cooling_type": ["central_ac"]}'
WHERE title = 'Replace HVAC Air Filter' AND id = 203;
-- Flush Water Heater (ID 204, zone 3) → tank-style
UPDATE task_tasktemplate SET conditions = '{"water_heater_type": ["tank_gas", "tank_electric"]}'
WHERE title = 'Flush Water Heater' AND id = 204;
-- Aerate & Overseed Lawn → homes with lawn
UPDATE task_tasktemplate SET conditions = '{"landscaping_type": ["lawn"]}'
WHERE title = 'Aerate & Overseed Lawn';
-- Test Smoke & CO Detectors (ID 206) → universal
-- -----------------------------------------------
-- ZONE 4: Mixed-Dry (IDs 130134, 210215)
-- -----------------------------------------------
-- Winterize Exterior Faucets & Hoses → universal within region
-- Check Attic Insulation Level → homes with attic
UPDATE task_tasktemplate SET conditions = '{"has_attic": true}'
WHERE title = 'Check Attic Insulation Level';
-- Inspect Weather Stripping & Caulk → universal within region
-- Seal Foundation Cracks → universal within region
-- Test Heating System Before Winter → homes with heating
UPDATE task_tasktemplate SET conditions = '{"heating_type": ["gas_furnace", "electric", "heat_pump", "boiler"]}'
WHERE title = 'Test Heating System Before Winter';
-- Replace HVAC Air Filter (ID 210, zone 4) → homes with ducted HVAC
UPDATE task_tasktemplate SET conditions = '{"heating_type": ["gas_furnace", "electric", "heat_pump"], "cooling_type": ["central_ac"]}'
WHERE title = 'Replace HVAC Air Filter' AND id = 210;
-- Clean Dryer Vent (ID 211) → universal
-- Flush Water Heater (ID 212, zone 4) → tank-style
UPDATE task_tasktemplate SET conditions = '{"water_heater_type": ["tank_gas", "tank_electric"]}'
WHERE title = 'Flush Water Heater' AND id = 212;
-- Service Lawn & Irrigation → homes with sprinkler/irrigation
UPDATE task_tasktemplate SET conditions = '{"has_sprinkler_system": true}'
WHERE title = 'Service Lawn & Irrigation';
-- Test Smoke & CO Detectors (ID 214) → universal
-- Clean Gutters & Downspouts → universal
-- -----------------------------------------------
-- ZONE 5: Cold (IDs 140145, 220224)
-- -----------------------------------------------
-- Roof Snow Raking → universal within region
-- Ice Dam Prevention Check → universal within region
-- Test Sump Pump & Backup → homes with basement/sump pump
UPDATE task_tasktemplate SET conditions = '{"has_basement": true}'
WHERE title = 'Test Sump Pump & Backup';
-- Winter Gutter Maintenance → universal within region
-- Check Foundation for Frost Heave → universal within region
-- Winterize Entire Plumbing System → universal within region
-- Replace HVAC Air Filter (ID 220, zone 5) → homes with ducted HVAC
UPDATE task_tasktemplate SET conditions = '{"heating_type": ["gas_furnace", "electric", "heat_pump"], "cooling_type": ["central_ac"]}'
WHERE title = 'Replace HVAC Air Filter' AND id = 220;
-- Clean Dryer Vent (ID 221) → universal
-- Flush Water Heater (ID 222, zone 5) → tank-style
UPDATE task_tasktemplate SET conditions = '{"water_heater_type": ["tank_gas", "tank_electric"]}'
WHERE title = 'Flush Water Heater' AND id = 222;
-- Test Smoke & CO Detectors (ID 223) → universal
-- Inspect & Clean Chimney (ID 224) → homes with fireplace
UPDATE task_tasktemplate SET conditions = '{"has_fireplace": true}'
WHERE title = 'Inspect & Clean Chimney' AND id = 224;
-- -----------------------------------------------
-- ZONE 6: Very Cold (IDs 150153, 230233)
-- -----------------------------------------------
-- Install/Check Heated Gutter System → universal within region
-- Verify Pipe Routing (Interior Walls) → universal within region
-- Heavy Snow Roof Raking → universal within region
-- Weekly Ice Dam & Gutter Inspection → universal within region
-- Flush Water Heater (ID 230, zone 6) → tank-style
UPDATE task_tasktemplate SET conditions = '{"water_heater_type": ["tank_gas", "tank_electric"]}'
WHERE title = 'Flush Water Heater' AND id = 230;
-- Test Smoke & CO Detectors (ID 231) → universal
-- Replace HVAC Air Filter (ID 232, zone 6) → homes with ducted HVAC
UPDATE task_tasktemplate SET conditions = '{"heating_type": ["gas_furnace", "electric", "heat_pump"], "cooling_type": ["central_ac"]}'
WHERE title = 'Replace HVAC Air Filter' AND id = 232;
-- Inspect & Clean Chimney (ID 233) → homes with fireplace
UPDATE task_tasktemplate SET conditions = '{"has_fireplace": true}'
WHERE title = 'Inspect & Clean Chimney' AND id = 233;
-- -----------------------------------------------
-- ZONE 7-8: Subarctic / Arctic (IDs 160163)
-- -----------------------------------------------
-- Test Backup Heating System → homes with heating (all in this zone)
UPDATE task_tasktemplate SET conditions = '{"heating_type": ["gas_furnace", "electric", "heat_pump", "boiler"]}'
WHERE title = 'Test Backup Heating System';
-- Maintain Basement Above 55°F → homes with basement
UPDATE task_tasktemplate SET conditions = '{"has_basement": true}'
WHERE title = 'Maintain Basement Above 55°F';
-- Inspect Heat-Traced Pipes → universal within region
-- Verify Roof Structural Integrity for Snow Load → universal within region