normalize_recipe skill #69
@@ -3,6 +3,7 @@
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package skills
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import (
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"bytes"
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"context"
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"encoding/json"
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"errors"
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@@ -27,14 +28,17 @@ type RecipeText struct {
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// Steps are the instructions, in order; there may be none.
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Steps []string
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// PrepMinutes, CookMinutes and TotalMinutes are the JSON-LD times,
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// nil when the page gives none.
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// nil when the page gives none. A TotalMinutes that is present must be
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// positive: a recipe cannot take no time, so NormalizeRecipe rejects a
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// zero total rather than guess one.
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PrepMinutes *int
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CookMinutes *int
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TotalMinutes *int
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}
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// Ingredient is one normalized ingredient line. Qty, Unit and Note are
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// empty when the line gives none.
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// empty when the line gives none; the model must still give all four, so a
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// reply leaving one out or null does not decode.
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type Ingredient struct {
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Name string `json:"name"`
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Qty string `json:"qty"`
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@@ -60,8 +64,8 @@ type NormalizedRecipe struct {
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// same page must normalize the same way every time. scope names the recipe,
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// e.g. its source URL (see harness.Run).
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//
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// Values the code can derive win over the model's: a positive JSON-LD
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// TotalMinutes is minutes_total; a title or step mentioning a slow cooker
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// Values the code can derive win over the model's: the JSON-LD
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// TotalMinutes, when given, is minutes_total; a title or step mentioning a slow cooker
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// or crock pot makes the method crockpot; and a difficulty the model left
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// out is derived from the step count and minutes.
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func NormalizeRecipe(ctx context.Context, cfg harness.Config, scope string, in RecipeText) (NormalizedRecipe, error) {
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@@ -100,6 +104,9 @@ func (normalizeRecipe) PromptInput(in RecipeText) (harness.PromptInput, error) {
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if len(in.Ingredients) == 0 {
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return harness.PromptInput{}, errors.New("recipe has no ingredient lines")
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}
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if in.TotalMinutes != nil && *in.TotalMinutes <= 0 {
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return harness.PromptInput{}, fmt.Errorf("recipe total time is %d minutes; a given total must be positive", *in.TotalMinutes)
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}
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p := recipePrompt{Title: title}
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for i, line := range in.Ingredients {
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line = oneLine(line)
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@@ -161,6 +168,54 @@ func (normalizeRecipe) Schema() llm.JSONSchema {
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}`)}
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}
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// UnmarshalJSON decodes an ingredient, requiring each of its four fields
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// as the schema does: encoding/json would otherwise read a missing or null
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// one as empty.
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func (ing *Ingredient) UnmarshalJSON(data []byte) error {
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if err := requireFields(data, nil, "name", "qty", "unit", "note"); err != nil {
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return fmt.Errorf("ingredient %s", err)
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}
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type plain Ingredient
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return json.Unmarshal(data, (*plain)(ing))
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}
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// UnmarshalJSON decodes the output, requiring each of its fields as the
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// schema does. Only difficulty and minutes_total may be null.
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func (r *NormalizedRecipe) UnmarshalJSON(data []byte) error {
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if err := requireFields(data, []string{"difficulty", "minutes_total"}, "ingredients", "method", "difficulty", "minutes_total"); err != nil {
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return fmt.Errorf("output %s", err)
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}
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type plain NormalizedRecipe
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return json.Unmarshal(data, (*plain)(r))
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}
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// requireFields checks that the JSON object data has exactly the fields
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// named, none of them null unless listed in nullable.
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func requireFields(data []byte, nullable []string, fields ...string) error {
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var obj map[string]json.RawMessage
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if err := json.Unmarshal(data, &obj); err != nil {
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return err
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}
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if obj == nil {
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return errors.New("is null, not an object")
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}
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for _, f := range fields {
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v, ok := obj[f]
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if !ok {
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return fmt.Errorf("has no %q field; give every field the schema requires", f)
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}
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if bytes.Equal(bytes.TrimSpace(v), []byte("null")) && !slices.Contains(nullable, f) {
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return fmt.Errorf("field %q is null, which the schema does not allow", f)
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}
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}
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for f := range obj {
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if !slices.Contains(fields, f) {
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return fmt.Errorf("has unknown field %q", f)
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}
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}
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return nil
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}
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var (
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methods = []string{"stovetop", "oven", "crockpot", "grill", "other"}
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difficulties = []string{"easy", "medium", "hard"}
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@@ -194,22 +249,26 @@ func (s normalizeRecipe) Validate(out NormalizedRecipe) []string {
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}
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// orderProblems finds ingredients out of input order: an ingredient whose
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// name shares no word with its own line but does with another line.
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// Ingredients that match no line at all, e.g. a renamed one, are accepted.
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// name has more of its words in another line than in its own. Sharing a
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// word is not enough: "sesame oil" on the line "2 tbsp olive oil" has one
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// of its two words there but both in "1 tbsp sesame oil", so it is out of
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// order. Ingredients that match no line at all, e.g. a renamed one, are
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// accepted, as are ties, e.g. a repeated line.
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func orderProblems(ings []Ingredient, lines []string) []string {
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var problems []string
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for i, ing := range ings {
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name := words(ing.Name)
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if len(name) == 0 || sharesWord(name, words(lines[i])) {
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continue
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}
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own := matchedWords(name, words(lines[i]))
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best, bestLine := own, i
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for j, line := range lines {
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if j != i && sharesWord(name, words(line)) {
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problems = append(problems, fmt.Sprintf("ingredient %d %q matches line %d %q, not line %d %q; keep the ingredients in line order",
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i+1, ing.Name, j+1, line, i+1, lines[i]))
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break
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if n := matchedWords(name, words(line)); n > best {
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best, bestLine = n, j
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}
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}
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if bestLine != i {
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problems = append(problems, fmt.Sprintf("ingredient %d %q matches line %d %q, not line %d %q; keep the ingredients in line order",
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i+1, ing.Name, bestLine+1, lines[bestLine], i+1, lines[i]))
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}
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}
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return problems
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}
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@@ -225,17 +284,16 @@ func words(s string) []string {
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return out
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}
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// sharesWord reports whether a word of a and a word of b are the same up
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// to a suffix, as "tomato" and "tomatoes" are.
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func sharesWord(a, b []string) bool {
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for _, x := range a {
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for _, y := range b {
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if strings.HasPrefix(x, y) || strings.HasPrefix(y, x) {
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return true
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}
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// matchedWords counts the words of name that are in line, up to a suffix,
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// as "tomato" and "tomatoes" are the same word.
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func matchedWords(name, line []string) int {
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n := 0
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for _, x := range name {
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if slices.ContainsFunc(line, func(y string) bool { return strings.HasPrefix(x, y) || strings.HasPrefix(y, x) }) {
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n++
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}
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}
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return false
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return n
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}
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// slowCooker matches a mention of a slow cooker or crock pot.
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@@ -269,9 +327,10 @@ func (s normalizeRecipe) PostProcess(out NormalizedRecipe) (NormalizedRecipe, er
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}
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// jsonLDMinutes returns a copy of the JSON-LD total time, or nil when the
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// page gives no positive one.
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// page gives none. PromptInput has already rejected a total that is not
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// positive.
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func jsonLDMinutes(in RecipeText) *int {
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if in.TotalMinutes == nil || *in.TotalMinutes <= 0 {
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if in.TotalMinutes == nil {
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return nil
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}
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m := *in.TotalMinutes
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@@ -246,6 +246,99 @@ func TestNormalizeRecipeUnrepairedFails(t *testing.T) {
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}
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}
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// stirFry has two ingredient lines that share the word "oil".
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var stirFry = RecipeText{
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Title: "Vegetable Stir Fry",
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Ingredients: []string{"2 tbsp olive oil", "1 tbsp sesame oil"},
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Steps: []string{"Stir-fry the vegetables in the olive oil, then finish with the sesame oil."},
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}
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const stirFryReply = `{"ingredients":[
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{"name":"olive oil","qty":"2","unit":"tbsp","note":""},
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{"name":"sesame oil","qty":"1","unit":"tbsp","note":""}],
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"method":"stovetop","difficulty":"easy","minutes_total":15}`
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func TestNormalizeRecipeSwapSharingAWordRepaired(t *testing.T) {
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swapped := `{"ingredients":[
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{"name":"sesame oil","qty":"1","unit":"tbsp","note":""},
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{"name":"olive oil","qty":"2","unit":"tbsp","note":""}],
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"method":"stovetop","difficulty":"easy","minutes_total":15}`
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var f llm.Fake
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f.QueueGenerate(reply(swapped), reply(stirFryReply))
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out, reqs, err := normalize(t, &f, stirFry, 2)
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if err != nil {
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t.Fatal(err)
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}
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assertOutput(t, out, NormalizedRecipe{
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Ingredients: []Ingredient{
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{Name: "olive oil", Qty: "2", Unit: "tbsp"},
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{Name: "sesame oil", Qty: "1", Unit: "tbsp"},
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},
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Method: "stovetop",
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Difficulty: "easy",
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MinutesTotal: minutes(15),
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})
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for _, want := range []string{
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`ingredient 1 "sesame oil" matches line 2 "1 tbsp sesame oil", not line 1 "2 tbsp olive oil"; keep the ingredients in line order`,
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`ingredient 2 "olive oil" matches line 1 "2 tbsp olive oil", not line 2 "1 tbsp sesame oil"; keep the ingredients in line order`,
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} {
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if repair := reqs[1].Messages[2].Content; !strings.Contains(repair, want) {
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t.Fatalf("repair message = %q, want it to contain %q", repair, want)
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}
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}
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}
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func TestNormalizeRecipeOmittedFieldRepaired(t *testing.T) {
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for name, tc := range map[string]struct{ first, want string }{
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"omitted qty": {
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strings.Replace(stirFryReply, `"qty":"1",`, ``, 1),
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`ingredient has no "qty" field; give every field the schema requires`,
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},
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"null note": {
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strings.Replace(stirFryReply, `"tbsp","note":""}]`, `"tbsp","note":null}]`, 1),
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`ingredient field "note" is null, which the schema does not allow`,
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},
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"omitted unit": {
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strings.Replace(stirFryReply, `"unit":"tbsp",`, ``, 1),
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`ingredient has no "unit" field; give every field the schema requires`,
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},
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"omitted minutes_total": {
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strings.Replace(stirFryReply, `,"minutes_total":15`, ``, 1),
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`output has no "minutes_total" field; give every field the schema requires`,
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},
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"unknown field": {
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strings.Replace(stirFryReply, `"note":""}]`, `"note":"","brand":"x"}]`, 1),
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`ingredient has unknown field "brand"`,
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},
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} {
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t.Run(name, func(t *testing.T) {
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if tc.first == stirFryReply {
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t.Fatal("replacement did not change the reply")
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}
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var f llm.Fake
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f.QueueGenerate(reply(tc.first), reply(stirFryReply))
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_, reqs, err := normalize(t, &f, stirFry, 2)
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if err != nil {
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t.Fatal(err)
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}
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if repair := reqs[1].Messages[2].Content; !strings.Contains(repair, tc.want) {
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t.Fatalf("repair message = %q, want it to contain %q", repair, tc.want)
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}
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})
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}
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}
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func TestNormalizeRecipeZeroTotalRejected(t *testing.T) {
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in := garlicPasta
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in.TotalMinutes = minutes(0)
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var f llm.Fake
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_, _, err := normalize(t, &f, in, 0)
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want := "recipe total time is 0 minutes; a given total must be positive"
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if err == nil || !strings.Contains(err.Error(), want) {
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t.Fatalf("err = %v, want it to contain %q", err, want)
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}
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}
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func TestValidate(t *testing.T) {
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s := normalizeRecipe{in: RecipeText{
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Title: "Tomato soup",
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@@ -274,6 +367,13 @@ func TestValidate(t *testing.T) {
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`ingredient 2 "tomatoes" matches line 1 "4 ripe tomatoes", not line 2 "1 onion, diced"; keep the ingredients in line order`,
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},
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},
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"swapped sharing a word": {
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NormalizedRecipe{Ingredients: []Ingredient{{Name: "diced onion"}, {Name: "ripe tomato"}}, Method: "oven"},
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[]string{
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`ingredient 1 "diced onion" matches line 2 "1 onion, diced", not line 1 "4 ripe tomatoes"; keep the ingredients in line order`,
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`ingredient 2 "ripe tomato" matches line 1 "4 ripe tomatoes", not line 2 "1 onion, diced"; keep the ingredients in line order`,
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},
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},
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"too many and bad enums": {
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NormalizedRecipe{
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Ingredients: []Ingredient{{Name: "tomato"}, {Name: "onion"}, {Name: ""}},
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@@ -305,6 +405,7 @@ func TestPromptInputRejects(t *testing.T) {
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}{
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"no title": {RecipeText{Title: " ", Ingredients: []string{"1 egg"}}, "recipe has no title"},
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"no ingredients": {RecipeText{Title: "Egg"}, "recipe has no ingredient lines"},
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"negative total": {RecipeText{Title: "Egg", Ingredients: []string{"1 egg"}, TotalMinutes: minutes(-5)}, "recipe total time is -5 minutes; a given total must be positive"},
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"blank line": {RecipeText{Title: "Egg", Ingredients: []string{"1 egg", "\t"}}, "ingredient line 2 is blank"},
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"blank step": {RecipeText{Title: "Egg", Ingredients: []string{"1 egg"}, Steps: []string{""}}, "step 1 is blank"},
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} {
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Reference in New Issue
Block a user