Files
MealQuest/internal/ai/skills/normalize_recipe_test.go
dev_agent f25b28b39b
CI / ci (push) Successful in 2m0s
Feature 10: Recipe grounding and photos (#78)
Co-authored-by: dev_agent <dev_agent@cubecraftlabs.com>
2026-10-06 07:27:58 -04:00

472 lines
16 KiB
Go

package skills
import (
"context"
"encoding/json"
"errors"
"flag"
"os"
"path/filepath"
"reflect"
"slices"
"strings"
"testing"
"code.cubecraftlabs.com/Maniacs_Mansion/Meal-Quest/internal/ai/harness"
"code.cubecraftlabs.com/Maniacs_Mansion/Meal-Quest/internal/ai/llm"
"code.cubecraftlabs.com/Maniacs_Mansion/Meal-Quest/internal/store"
"code.cubecraftlabs.com/Maniacs_Mansion/Meal-Quest/migrations"
)
var update = flag.Bool("update", false, "rewrite the golden files in testdata")
// golden compares got with testdata/name, or rewrites it with -update.
func golden(t *testing.T, name, got string) {
t.Helper()
path := filepath.Join("testdata", name)
if *update {
if err := os.WriteFile(path, []byte(got), 0o644); err != nil {
t.Fatal(err)
}
}
want, err := os.ReadFile(path)
if err != nil {
t.Fatal(err)
}
if got != string(want) {
t.Fatalf("%s differs from the rendered output:\n--- got ---\n%s\n--- want ---\n%s", path, got, want)
}
}
// testConfig returns a Config whose provider is f, at the household
// temperature 0.7, recording into a fresh migrated store.
func testConfig(t *testing.T, f *llm.Fake) harness.Config {
t.Helper()
ctx := context.Background()
st, err := store.Open(ctx, t.TempDir())
if err != nil {
t.Fatal(err)
}
t.Cleanup(func() {
if err := st.Close(); err != nil {
t.Error(err)
}
})
if err := store.Migrate(ctx, st.Writer, migrations.FS); err != nil {
t.Fatal(err)
}
g, err := harness.NewGuard(harness.DefaultMaxCalls)
if err != nil {
t.Fatal(err)
}
return harness.Config{
Settings: llm.Settings{Provider: "anthropic", Model: "claude-test", Temperature: 0.7},
NewProvider: func(llm.Settings, string) (llm.Provider, error) { return f, nil },
Store: st,
Guard: g,
}
}
func reply(js string) llm.GenerateResult {
return llm.GenerateResult{Response: llm.Response{Text: js, JSON: json.RawMessage(js)}}
}
// normalize runs NormalizeRecipe on in with f and checks f was called
// exactly calls times, each at temperature 0.
func normalize(t *testing.T, f *llm.Fake, in RecipeText, calls int) (NormalizedRecipe, []llm.Request, error) {
t.Helper()
out, err := NormalizeRecipe(context.Background(), testConfig(t, f), "https://example.com/recipe", in)
reqs := f.Requests()
if len(reqs) != calls {
t.Fatalf("Generate called %d times, want %d", len(reqs), calls)
}
if g, _, _ := f.Remaining(); g != 0 {
t.Fatalf("%d scripted Generate results unused", g)
}
for i, req := range reqs {
if req.Temperature == nil || *req.Temperature != 0 {
t.Fatalf("request %d temperature = %v, want 0", i+1, req.Temperature)
}
if req.Schema == nil || req.Schema.Name != "normalize_recipe" {
t.Fatalf("request %d schema = %v, want normalize_recipe", i+1, req.Schema)
}
}
return out, reqs, err
}
func minutes(n int) *int { return &n }
// garlicPasta is a typical stovetop recipe with no JSON-LD times.
var garlicPasta = RecipeText{
Title: "Garlic Butter Pasta",
Ingredients: []string{
"12 oz spaghetti",
"4 tbsp unsalted butter",
"6 cloves garlic, minced",
"Salt, to taste",
},
Steps: []string{
"Boil the spaghetti in salted water until al dente.",
"Melt the butter in a skillet and cook the garlic\n for one minute.",
"Toss the pasta with the garlic butter and season.",
},
}
const garlicPastaReply = `{"ingredients":[
{"name":"spaghetti","qty":"12","unit":"oz","note":""},
{"name":"unsalted butter","qty":"4","unit":"tbsp","note":""},
{"name":" garlic ","qty":"6","unit":"clove","note":"minced"},
{"name":"salt","qty":"","unit":"","note":"to taste"}],
"method":"stovetop","difficulty":"easy","minutes_total":25}`
var garlicPastaIngredients = []Ingredient{
{Name: "spaghetti", Qty: "12", Unit: "oz"},
{Name: "unsalted butter", Qty: "4", Unit: "tbsp"},
{Name: "garlic", Qty: "6", Unit: "clove", Note: "minced"},
{Name: "salt", Note: "to taste"},
}
func assertOutput(t *testing.T, got, want NormalizedRecipe) {
t.Helper()
if !reflect.DeepEqual(got, want) {
g, _ := json.Marshal(got)
w, _ := json.Marshal(want)
t.Fatalf("output = %s\nwant %s", g, w)
}
}
func TestNormalizeRecipeTypical(t *testing.T) {
var f llm.Fake
f.QueueGenerate(reply(garlicPastaReply))
out, reqs, err := normalize(t, &f, garlicPasta, 1)
if err != nil {
t.Fatal(err)
}
assertOutput(t, out, NormalizedRecipe{
Ingredients: garlicPastaIngredients,
Method: "stovetop",
Difficulty: "easy",
MinutesTotal: minutes(25),
})
golden(t, "normalize_recipe_typical.system.golden", reqs[0].System)
golden(t, "normalize_recipe_typical.user.golden", reqs[0].Messages[0].Content)
}
func TestNormalizeRecipeLineCountRepaired(t *testing.T) {
var f llm.Fake
short := `{"ingredients":[
{"name":"spaghetti","qty":"12","unit":"oz","note":""},
{"name":"unsalted butter","qty":"4","unit":"tbsp","note":""},
{"name":"garlic","qty":"6","unit":"clove","note":"minced"}],
"method":"stovetop","difficulty":"easy","minutes_total":25}`
f.QueueGenerate(reply(short), reply(garlicPastaReply))
out, reqs, err := normalize(t, &f, garlicPasta, 2)
if err != nil {
t.Fatal(err)
}
assertOutput(t, out, NormalizedRecipe{
Ingredients: garlicPastaIngredients,
Method: "stovetop",
Difficulty: "easy",
MinutesTotal: minutes(25),
})
repair := reqs[1].Messages
if len(repair) != 3 || repair[1].Content != short {
t.Fatalf("repair turn does not quote the first reply: %+v", repair)
}
want := "ingredients has 3 entries but there are 4 ingredient lines; give exactly one ingredient per line, in order"
if !strings.Contains(repair[2].Content, want) {
t.Fatalf("repair message = %q, want it to contain %q", repair[2].Content, want)
}
}
func TestNormalizeRecipeSlowCookerForcedToCrockpot(t *testing.T) {
in := RecipeText{
Title: "Easy Pulled Pork",
Ingredients: []string{"3 lb pork shoulder", "1 cup barbecue sauce"},
Steps: []string{
"Rub the pork with salt.",
"Cook in the Crock-Pot on low for 8 hours.",
"Shred the pork and stir in the sauce.",
},
}
var f llm.Fake
f.QueueGenerate(reply(`{"ingredients":[
{"name":"pork shoulder","qty":"3","unit":"lb","note":""},
{"name":"barbecue sauce","qty":"1","unit":"cup","note":""}],
"method":"stovetop","difficulty":null,"minutes_total":490}`))
out, _, err := normalize(t, &f, in, 1)
if err != nil {
t.Fatal(err)
}
assertOutput(t, out, NormalizedRecipe{
Ingredients: []Ingredient{
{Name: "pork shoulder", Qty: "3", Unit: "lb"},
{Name: "barbecue sauce", Qty: "1", Unit: "cup"},
},
Method: "crockpot",
// Derived: three steps, and a crockpot's 490 minutes are unattended.
Difficulty: "easy",
MinutesTotal: minutes(490),
})
}
func TestNormalizeRecipeJSONLDMinutesWin(t *testing.T) {
in := garlicPasta
in.PrepMinutes, in.CookMinutes, in.TotalMinutes = minutes(10), minutes(25), minutes(35)
var f llm.Fake
f.QueueGenerate(reply(strings.Replace(garlicPastaReply, `"minutes_total":25`, `"minutes_total":20`, 1)))
out, reqs, err := normalize(t, &f, in, 1)
if err != nil {
t.Fatal(err)
}
assertOutput(t, out, NormalizedRecipe{
Ingredients: garlicPastaIngredients,
Method: "stovetop",
Difficulty: "easy",
MinutesTotal: minutes(35),
})
if user := reqs[0].Messages[0].Content; !strings.Contains(user, "\nTimes: prep 10 min, cook 25 min, total 35 min\n") {
t.Fatalf("user message does not give the JSON-LD times:\n%s", user)
}
}
func TestNormalizeRecipeUnrepairedFails(t *testing.T) {
var f llm.Fake
empty := strings.Replace(garlicPastaReply, `"name":"spaghetti"`, `"name":" "`, 1)
f.QueueGenerate(reply(empty), reply(empty))
_, _, err := normalize(t, &f, garlicPasta, 2)
var bad *harness.BadOutputError
if !errors.As(err, &bad) || !errors.Is(err, llm.ErrBadOutput) {
t.Fatalf("err = %v, want a BadOutputError", err)
}
want := []string{"ingredient 1 has an empty name; name the ingredient"}
if !slices.Equal(bad.First, want) || !slices.Equal(bad.Repair, want) {
t.Fatalf("problems = %q then %q, want %q", bad.First, bad.Repair, want)
}
}
// stirFry has two ingredient lines that share the word "oil".
var stirFry = RecipeText{
Title: "Vegetable Stir Fry",
Ingredients: []string{"2 tbsp olive oil", "1 tbsp sesame oil"},
Steps: []string{"Stir-fry the vegetables in the olive oil, then finish with the sesame oil."},
}
const stirFryReply = `{"ingredients":[
{"name":"olive oil","qty":"2","unit":"tbsp","note":""},
{"name":"sesame oil","qty":"1","unit":"tbsp","note":""}],
"method":"stovetop","difficulty":"easy","minutes_total":15}`
func TestNormalizeRecipeSwapSharingAWordRepaired(t *testing.T) {
swapped := `{"ingredients":[
{"name":"sesame oil","qty":"1","unit":"tbsp","note":""},
{"name":"olive oil","qty":"2","unit":"tbsp","note":""}],
"method":"stovetop","difficulty":"easy","minutes_total":15}`
var f llm.Fake
f.QueueGenerate(reply(swapped), reply(stirFryReply))
out, reqs, err := normalize(t, &f, stirFry, 2)
if err != nil {
t.Fatal(err)
}
assertOutput(t, out, NormalizedRecipe{
Ingredients: []Ingredient{
{Name: "olive oil", Qty: "2", Unit: "tbsp"},
{Name: "sesame oil", Qty: "1", Unit: "tbsp"},
},
Method: "stovetop",
Difficulty: "easy",
MinutesTotal: minutes(15),
})
for _, want := range []string{
`ingredient 1 "sesame oil" matches line 2 "1 tbsp sesame oil", not line 1 "2 tbsp olive oil"; keep the ingredients in line order`,
`ingredient 2 "olive oil" matches line 1 "2 tbsp olive oil", not line 2 "1 tbsp sesame oil"; keep the ingredients in line order`,
} {
if repair := reqs[1].Messages[2].Content; !strings.Contains(repair, want) {
t.Fatalf("repair message = %q, want it to contain %q", repair, want)
}
}
}
func TestNormalizeRecipeOmittedFieldRepaired(t *testing.T) {
for name, tc := range map[string]struct{ first, want string }{
"omitted qty": {
strings.Replace(stirFryReply, `"qty":"1",`, ``, 1),
`ingredient has no "qty" field; give every field the schema requires`,
},
"null note": {
strings.Replace(stirFryReply, `"tbsp","note":""}]`, `"tbsp","note":null}]`, 1),
`ingredient field "note" is null, which the schema does not allow`,
},
"omitted unit": {
strings.Replace(stirFryReply, `"unit":"tbsp",`, ``, 1),
`ingredient has no "unit" field; give every field the schema requires`,
},
"omitted minutes_total": {
strings.Replace(stirFryReply, `,"minutes_total":15`, ``, 1),
`output has no "minutes_total" field; give every field the schema requires`,
},
"unknown field": {
strings.Replace(stirFryReply, `"note":""}]`, `"note":"","brand":"x"}]`, 1),
`ingredient has unknown field "brand"`,
},
} {
t.Run(name, func(t *testing.T) {
if tc.first == stirFryReply {
t.Fatal("replacement did not change the reply")
}
var f llm.Fake
f.QueueGenerate(reply(tc.first), reply(stirFryReply))
_, reqs, err := normalize(t, &f, stirFry, 2)
if err != nil {
t.Fatal(err)
}
if repair := reqs[1].Messages[2].Content; !strings.Contains(repair, tc.want) {
t.Fatalf("repair message = %q, want it to contain %q", repair, tc.want)
}
})
}
}
func TestNormalizeRecipeZeroTotalRejected(t *testing.T) {
in := garlicPasta
in.TotalMinutes = minutes(0)
var f llm.Fake
_, _, err := normalize(t, &f, in, 0)
want := "recipe total time is 0 minutes; a given total must be positive"
if err == nil || !strings.Contains(err.Error(), want) {
t.Fatalf("err = %v, want it to contain %q", err, want)
}
}
func TestValidate(t *testing.T) {
s := normalizeRecipe{in: RecipeText{
Title: "Tomato soup",
Ingredients: []string{"4 ripe tomatoes", "1 onion, diced"},
}}
ok := NormalizedRecipe{
Ingredients: []Ingredient{{Name: "tomato", Qty: "4", Note: "ripe"}, {Name: "onion", Qty: "1", Note: "diced"}},
Method: "stovetop",
}
if p := s.Validate(ok); len(p) != 0 {
t.Fatalf("valid output has problems: %q", p)
}
renamed := ok
renamed.Ingredients = []Ingredient{{Name: "roma"}, {Name: "shallot"}}
if p := s.Validate(renamed); len(p) != 0 {
t.Fatalf("names matching no line are accepted, got problems: %q", p)
}
for name, tc := range map[string]struct {
out NormalizedRecipe
want []string
}{
"swapped": {
NormalizedRecipe{Ingredients: []Ingredient{{Name: "onion"}, {Name: "tomatoes"}}, Method: "oven"},
[]string{
`ingredient 1 "onion" matches line 2 "1 onion, diced", not line 1 "4 ripe tomatoes"; keep the ingredients in line order`,
`ingredient 2 "tomatoes" matches line 1 "4 ripe tomatoes", not line 2 "1 onion, diced"; keep the ingredients in line order`,
},
},
"swapped sharing a word": {
NormalizedRecipe{Ingredients: []Ingredient{{Name: "diced onion"}, {Name: "ripe tomato"}}, Method: "oven"},
[]string{
`ingredient 1 "diced onion" matches line 2 "1 onion, diced", not line 1 "4 ripe tomatoes"; keep the ingredients in line order`,
`ingredient 2 "ripe tomato" matches line 1 "4 ripe tomatoes", not line 2 "1 onion, diced"; keep the ingredients in line order`,
},
},
"too many and bad enums": {
NormalizedRecipe{
Ingredients: []Ingredient{{Name: "tomato"}, {Name: "onion"}, {Name: ""}},
Method: "microwave",
Difficulty: "trivial",
MinutesTotal: minutes(0),
},
[]string{
"ingredients has 3 entries but there are 2 ingredient lines; give exactly one ingredient per line, in order",
"ingredient 3 has an empty name; name the ingredient",
`method "microwave" is not one of stovetop, oven, crockpot, grill, other`,
`difficulty "trivial" is not one of easy, medium, hard, or null`,
"minutes_total 0 is not positive; give the minutes or null",
},
},
} {
t.Run(name, func(t *testing.T) {
if got := s.Validate(tc.out); !slices.Equal(got, tc.want) {
t.Fatalf("problems =\n%s\nwant\n%s", strings.Join(got, "\n"), strings.Join(tc.want, "\n"))
}
})
}
}
func TestPromptInputRejects(t *testing.T) {
for name, tc := range map[string]struct {
in RecipeText
want string
}{
"no title": {RecipeText{Title: " ", Ingredients: []string{"1 egg"}}, "recipe has no title"},
"no ingredients": {RecipeText{Title: "Egg"}, "recipe has no ingredient lines"},
"negative total": {RecipeText{Title: "Egg", Ingredients: []string{"1 egg"}, TotalMinutes: minutes(-5)}, "recipe total time is -5 minutes; a given total must be positive"},
"blank line": {RecipeText{Title: "Egg", Ingredients: []string{"1 egg", "\t"}}, "ingredient line 2 is blank"},
"blank step": {RecipeText{Title: "Egg", Ingredients: []string{"1 egg"}, Steps: []string{""}}, "step 1 is blank"},
} {
t.Run(name, func(t *testing.T) {
_, err := normalizeRecipe{in: tc.in}.PromptInput(tc.in)
if err == nil || err.Error() != tc.want {
t.Fatalf("err = %v, want %q", err, tc.want)
}
})
}
}
func TestMentionsSlowCooker(t *testing.T) {
for _, tc := range []struct {
in RecipeText
want bool
}{
{RecipeText{Title: "Slow Cooker Chili"}, true},
{RecipeText{Title: "Chili", Steps: []string{"Add everything to a slow-cooker."}}, true},
{RecipeText{Title: "Crockpot Beef Stew"}, true},
{RecipeText{Title: "Chili", Steps: []string{"Transfer to a crock pot."}}, true},
{RecipeText{Title: "Chili", Steps: []string{"Simmer slowly, then cook the beans."}}, false},
} {
if got := mentionsSlowCooker(tc.in); got != tc.want {
t.Errorf("mentionsSlowCooker(%+v) = %v, want %v", tc.in, got, tc.want)
}
}
}
func TestDeriveDifficulty(t *testing.T) {
for _, tc := range []struct {
steps, minutes int
crockpot bool
want string
}{
{3, 0, false, "easy"},
{5, 45, false, "easy"},
{6, 30, false, "medium"},
{4, 60, false, "medium"},
{11, 30, false, "hard"},
{4, 120, false, "hard"},
{4, 480, true, "easy"},
{12, 480, true, "hard"},
} {
if got := deriveDifficulty(tc.steps, tc.minutes, tc.crockpot); got != tc.want {
t.Errorf("deriveDifficulty(%d, %d, %v) = %q, want %q", tc.steps, tc.minutes, tc.crockpot, got, tc.want)
}
}
}
func TestDifficultyDerivedWhenMissing(t *testing.T) {
in := garlicPasta
in.TotalMinutes = minutes(60)
var f llm.Fake
f.QueueGenerate(reply(strings.Replace(garlicPastaReply, `"difficulty":"easy"`, `"difficulty":null`, 1)))
out, _, err := normalize(t, &f, in, 1)
if err != nil {
t.Fatal(err)
}
if out.Difficulty != "medium" || *out.MinutesTotal != 60 {
t.Fatalf("difficulty %q, minutes %d; want medium from three steps and 60 minutes", out.Difficulty, *out.MinutesTotal)
}
}