Files
food-ai/backend/internal/recommendation/handler.go
dbastrikin b9b9e9fe11 feat: implement Iteration 2 — product management
Backend:
- migrations/005: add pg_trgm extension + search indexes on ingredient_mappings
- migrations/006: products table with computed expires_at column
- ingredient: add Search method (aliases + ILIKE + trgm) + HTTP handler
- product: full package — model, repository (CRUD + BatchCreate + ListForPrompt), handler
- gemini: add AvailableProducts field to RecipeRequest, include in prompt
- recommendation: add ProductLister interface, load user products for personalised prompts
- server/main: wire ingredient and product handlers with new routes

Flutter:
- models: Product, IngredientMapping with json_serializable
- ProductService: getProducts, createProduct, updateProduct, deleteProduct, searchIngredients
- ProductsNotifier: create/update/delete with optimistic delete
- ProductsScreen: expiring-soon section, normal section, swipe-to-delete, edit bottom sheet
- AddProductScreen: name field with 300ms debounce autocomplete, qty/unit/days fields
- app_router: /products/add route + Badge on Products nav tab showing expiring count
- MainShell converted to ConsumerWidget for badge reactivity

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-02-21 23:22:30 +02:00

153 lines
4.1 KiB
Go

package recommendation
import (
"context"
"encoding/json"
"log/slog"
"net/http"
"strconv"
"sync"
"github.com/food-ai/backend/internal/gemini"
"github.com/food-ai/backend/internal/middleware"
"github.com/food-ai/backend/internal/user"
)
// PhotoSearcher can search for a photo by text query.
type PhotoSearcher interface {
SearchPhoto(ctx context.Context, query string) (string, error)
}
// UserLoader can load a user profile by ID.
type UserLoader interface {
GetByID(ctx context.Context, id string) (*user.User, error)
}
// ProductLister returns a human-readable list of user's products for the AI prompt.
type ProductLister interface {
ListForPrompt(ctx context.Context, userID string) ([]string, error)
}
// userPreferences is the shape of user.Preferences JSONB.
type userPreferences struct {
Cuisines []string `json:"cuisines"`
Restrictions []string `json:"restrictions"`
}
// Handler handles GET /recommendations.
type Handler struct {
gemini *gemini.Client
pexels PhotoSearcher
userLoader UserLoader
productLister ProductLister
}
// NewHandler creates a new Handler.
func NewHandler(geminiClient *gemini.Client, pexels PhotoSearcher, userLoader UserLoader, productLister ProductLister) *Handler {
return &Handler{
gemini: geminiClient,
pexels: pexels,
userLoader: userLoader,
productLister: productLister,
}
}
// GetRecommendations handles GET /recommendations?count=5.
func (h *Handler) GetRecommendations(w http.ResponseWriter, r *http.Request) {
userID := middleware.UserIDFromCtx(r.Context())
if userID == "" {
writeErrorJSON(w, http.StatusUnauthorized, "unauthorized")
return
}
count := 5
if s := r.URL.Query().Get("count"); s != "" {
if n, err := strconv.Atoi(s); err == nil && n > 0 && n <= 20 {
count = n
}
}
u, err := h.userLoader.GetByID(r.Context(), userID)
if err != nil {
slog.Error("load user for recommendations", "user_id", userID, "err", err)
writeErrorJSON(w, http.StatusInternalServerError, "failed to load user profile")
return
}
req := buildRecipeRequest(u, count)
// Attach available products to personalise the prompt.
if products, err := h.productLister.ListForPrompt(r.Context(), userID); err == nil {
req.AvailableProducts = products
} else {
slog.Warn("load products for recommendations", "user_id", userID, "err", err)
}
recipes, err := h.gemini.GenerateRecipes(r.Context(), req)
if err != nil {
slog.Error("generate recipes", "user_id", userID, "err", err)
writeErrorJSON(w, http.StatusServiceUnavailable, "recipe generation failed, please try again")
return
}
// Fetch Pexels photos in parallel — each goroutine owns a distinct index.
var wg sync.WaitGroup
for i := range recipes {
wg.Add(1)
go func(i int) {
defer wg.Done()
imageURL, err := h.pexels.SearchPhoto(r.Context(), recipes[i].ImageQuery)
if err != nil {
slog.Warn("pexels photo search failed", "query", recipes[i].ImageQuery, "err", err)
}
recipes[i].ImageURL = imageURL
}(i)
}
wg.Wait()
writeJSON(w, http.StatusOK, recipes)
}
func buildRecipeRequest(u *user.User, count int) gemini.RecipeRequest {
req := gemini.RecipeRequest{
Count: count,
DailyCalories: 2000, // sensible default
}
if u.Goal != nil {
req.UserGoal = *u.Goal
}
if u.DailyCalories != nil && *u.DailyCalories > 0 {
req.DailyCalories = *u.DailyCalories
}
if len(u.Preferences) > 0 {
var prefs userPreferences
if err := json.Unmarshal(u.Preferences, &prefs); err == nil {
req.CuisinePrefs = prefs.Cuisines
req.Restrictions = prefs.Restrictions
}
}
return req
}
type errorResponse struct {
Error string `json:"error"`
}
func writeErrorJSON(w http.ResponseWriter, status int, msg string) {
w.Header().Set("Content-Type", "application/json")
w.WriteHeader(status)
if err := json.NewEncoder(w).Encode(errorResponse{Error: msg}); err != nil {
slog.Error("write error response", "err", err)
}
}
func writeJSON(w http.ResponseWriter, status int, v any) {
w.Header().Set("Content-Type", "application/json")
w.WriteHeader(status)
if err := json.NewEncoder(w).Encode(v); err != nil {
slog.Error("write JSON response", "err", err)
}
}