Name normalization and dedupe #59

5 changed files with 1567 additions and 0 deletions
+9
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@@ -164,6 +164,15 @@ automatic** (D-021).
last 60 passed Side quests and the plans of the last four ISO weeks. A
character budget trims the oldest plans first, then the oldest passes;
Regulars and the Quest log are never trimmed.
- **Name dedupe** (`harness.Normalize`, `harness.Similar`, `harness.Deduper`):
a dinner name is normalized by lowercasing, dropping combining marks and
folding precomposed letters to their base letters through a table generated
from Unicode data (`gen_folds.py`), so composed and decomposed spellings
match, stripping punctuation, dropping filler words (easy, best, homemade, quick, simple,
the, a, recipe, classic) and collapsing whitespace. Two names are the same
dinner when the token-set (Jaccard) similarity of their words is at least
0.85. A `Deduper` over the Regulars, Quest log, pending suggestions and
passed names rejects a suggestion that repeats any of them.
## Recipe grounding
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@@ -0,0 +1,118 @@
package harness
import (
"strings"
"unicode"
)
// SimilarThreshold is the token-set similarity at or above which two dinner
// names are the same dinner.
const SimilarThreshold = 0.85
// fillerWords carry no meaning in a dinner name and are dropped by
// Normalize.
var fillerWords = map[string]bool{
"easy": true, "best": true, "homemade": true, "quick": true, "simple": true,
"the": true, "a": true, "recipe": true, "classic": true,
}
//go:generate python3 gen_folds.py
// Normalize returns the comparable form of a dinner name: lowercased,
// combining marks (Unicode category Mn) dropped, precomposed and stroked
// letters folded to their base letters (see letterFolds) so composed and
// decomposed spellings are equal, apostrophes removed, other punctuation
// turned into spaces, filler words (see fillerWords) dropped and whitespace
// collapsed to single spaces. "Easy Chicken Tikka-Masala!" becomes
// "chicken tikka masala".
func Normalize(name string) string {
var b strings.Builder
for _, r := range strings.ToLower(name) {
switch {
case unicode.Is(unicode.Mn, r), r == '\'', r == '’':
// Combining accents and apostrophes join their neighbours.
case letterFolds[r] != "":
b.WriteString(letterFolds[r])
case unicode.IsLetter(r), unicode.IsDigit(r):
b.WriteRune(r)
default:
b.WriteRune(' ')
}
}
words := strings.Fields(b.String())
kept := words[:0]
for _, w := range words {
if !fillerWords[w] {
kept = append(kept, w)
}
}
return strings.Join(kept, " ")
}
// Similar reports whether a and b name the same dinner: the token-set
// similarity of their normalized forms is at least SimilarThreshold. A name
// with no words left after normalizing is similar to nothing.
func Similar(a, b string) bool {
return similarity(tokenSet(a), tokenSet(b)) >= SimilarThreshold
}
// tokenSet returns the distinct words of name's normalized form.
func tokenSet(name string) map[string]bool {
set := map[string]bool{}
for _, w := range strings.Fields(Normalize(name)) {
set[w] = true
}
return set
}
// similarity is the Jaccard index of a and b: shared words over all words.
// It is 0 when either set is empty.
func similarity(a, b map[string]bool) float64 {
if len(a) == 0 || len(b) == 0 {
return 0
}
shared := 0
for w := range a {
if b[w] {
shared++
}
}
return float64(shared) / float64(len(a)+len(b)-shared)
}
// DedupeSources are the dinner names a new suggestion must not repeat.
type DedupeSources struct {
Regulars []string
QuestLog []string
// Pending holds the names of suggestions not yet tried or passed.
Pending []string
// Declined holds the names of passed suggestions.
Declined []string
}
// Deduper answers whether a candidate dinner name repeats a known one.
type Deduper struct {
known []map[string]bool
}
// NewDeduper returns a Deduper over every name in src.
func NewDeduper(src DedupeSources) *Deduper {
d := &Deduper{}
for _, names := range [][]string{src.Regulars, src.QuestLog, src.Pending, src.Declined} {
for _, name := range names {
d.known = append(d.known, tokenSet(name))
}
}
return d
}
// IsDuplicate reports whether name is Similar to any known name.
func (d *Deduper) IsDuplicate(name string) bool {
candidate := tokenSet(name)
for _, k := range d.known {
if similarity(candidate, k) >= SimilarThreshold {
return true
}
}
return false
}
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package harness
import (
"testing"
"unicode"
)
func TestNormalize(t *testing.T) {
tests := []struct {
name, want string
}{
{"Easy Chicken Tikka Masala", "chicken tikka masala"},
{" The BEST homemade\tLasagna ", "lasagna"},
{"A Quick, Simple Classic Chili Recipe", "chili"},
{"Tacos (beef)", "tacos beef"},
{"Mac-and-Cheese!", "mac and cheese"},
{"Shepherd's Pie", "shepherds pie"},
{"Shepherd’s Pie", "shepherds pie"},
{"Crème Brûlée", "creme brulee"},
{"Jalapeño Poppers", "jalapeno poppers"},
{"Paella à la Valenciana", "paella la valenciana"}, // "à" folds to the filler "a"
{"Smørrebrød", "smorrebrod"},
{"Bœuf Bourguignon", "boeuf bourguignon"},
{"Käsespätzle mit Weißwurst", "kasespatzle mit weisswurst"},
{"Cre\u0300me bru\u0302le\u0301e", "creme brulee"}, // decomposed accents
{"İskender Kebab", "iskender kebab"},
{"Pho 24", "pho 24"},
{"Phở Bò", "pho bo"},
{"Bún Chả Hà Nội", "bun cha ha noi"},
{"Łosoś z Koperkiem", "losos z koperkiem"},
{"Ćevapčići", "cevapcici"},
{"Easy Recipe", ""},
{"", ""},
{"!?-- & ...", ""}, // punctuation only
}
for _, tt := range tests {
if got := Normalize(tt.name); got != tt.want {
t.Errorf("Normalize(%q) = %q, want %q", tt.name, got, tt.want)
}
}
}
// TestNormalizeCanonicalEquivalence checks that a composed spelling and its
// canonically equivalent decomposed spelling normalize equal and are Similar.
func TestNormalizeCanonicalEquivalence(t *testing.T) {
tests := []struct {
composed, decomposed, want string
}{
{"Phở", "Pho\u031b\u0309", "pho"}, // o + horn + hook above
{"Bánh Xèo", "Ba\u0301nh Xe\u0300o", "banh xeo"},
{"Cơm Tấm", "Co\u031bm Ta\u0302\u0301m", "com tam"},
{"Ẓaʿtar Ȟash", "Z\u0323aʿtar H\u030cash", "zaʿtar hash"},
{"Smǫrrebrød", "Smo\u0328rrebrød", "smorrebrod"},
{"Smǿrrebrǿd", "Smø\u0301rrebrø\u0301d", "smorrebrod"}, // ǿ folds through ø
{"Ǽbleskiver", "Æ\u0301bleskiver", "aebleskiver"}, // ǽ folds through æ
}
for _, tt := range tests {
c, d := Normalize(tt.composed), Normalize(tt.decomposed)
if c != tt.want || d != tt.want {
t.Errorf("Normalize(%q) = %q, Normalize(%+q) = %q, want both %q",
tt.composed, c, tt.decomposed, d, tt.want)
}
if !Similar(tt.composed, tt.decomposed) {
t.Errorf("Similar(%q, %+q) = false, want true", tt.composed, tt.decomposed)
}
dedupe := NewDeduper(DedupeSources{Regulars: []string{tt.decomposed}})
if !dedupe.IsDuplicate(tt.composed) {
t.Errorf("IsDuplicate(%q) over %+q = false, want true", tt.composed, tt.decomposed)
}
}
}
// TestLetterFoldsFullyReduced checks that every fold result is final:
// Normalize writes a result without folding it again, so a result that
// still holds a foldable letter, a combining mark or an upper-case letter
// would split canonically equivalent spellings (ǿ -> ø instead of o).
func TestLetterFoldsFullyReduced(t *testing.T) {
for r, folded := range letterFolds {
for _, c := range folded {
if letterFolds[c] != "" || unicode.Is(unicode.Mn, c) || unicode.ToLower(c) != c {
t.Errorf("letterFolds[%U] = %q holds %U, which Normalize would change", r, folded, c)
}
}
}
}
func TestSimilar(t *testing.T) {
tests := []struct {
a, b string
want bool
}{
{"Easy Chicken Tikka Masala", "chicken tikka masala", true},
{"Beef Tacos", "Tacos (beef)", true},
{"Chicken tacos", "Fish tacos", false},
{"Spaghetti Bolognese", "spaghetti bolognese recipe", true},
{"Crème Brûlée", "creme brulee", true},
{"Jalapeño Poppers", "JALAPENO POPPERS", true},
{"Smørrebrød", "Smorrebrod", true},
{"Phở", "Pho\u031b\u0309", true},
{"Phở", "Pho", true},
{"Chicken Tikka Masala", "Chicken Tikka Masala Curry", false}, // 3/4
{"Tacos", "Fish tacos", false},
{"Pad Thai", "Thai Green Curry", false},
{"Easy Recipe", "The Classic", false}, // nothing left to compare
{"Recipe", "Chili", false},
}
for _, tt := range tests {
if got := Similar(tt.a, tt.b); got != tt.want {
t.Errorf("Similar(%q, %q) = %v, want %v", tt.a, tt.b, got, tt.want)
}
if got := Similar(tt.b, tt.a); got != tt.want {
t.Errorf("Similar(%q, %q) = %v, want %v", tt.b, tt.a, got, tt.want)
}
}
}
func TestDeduper(t *testing.T) {
d := NewDeduper(DedupeSources{
Regulars: []string{"Beef Tacos", "Spaghetti Bolognese"},
QuestLog: []string{"Chicken Tikka Masala"},
Pending: []string{"Crème Brûlée"},
Declined: []string{"Shepherd's Pie"},
})
tests := []struct {
name string
want bool
}{
{"Tacos (beef)", true}, // Regular
{"spaghetti bolognese recipe", true}, // Regular
{"Easy Chicken Tikka Masala", true}, // Quest log
{"creme brulee", true}, // pending suggestion
{"The Best Shepherds Pie", true}, // declined
{"Fish tacos", false}, // shares only "tacos"
{"Chicken Tikka Masala Curry", false}, // below the threshold
{"Jalapeño Poppers", false}, // new
{"Easy Recipe", false}, // nothing left to compare
{"Spaghetti Carbonara", false}, // shares only "spaghetti"
{"Bolognese Spaghetti (Classic)", true}, // word order does not matter
}
for _, tt := range tests {
if got := d.IsDuplicate(tt.name); got != tt.want {
t.Errorf("IsDuplicate(%q) = %v, want %v", tt.name, got, tt.want)
}
}
}
func TestDeduperEmpty(t *testing.T) {
if NewDeduper(DedupeSources{}).IsDuplicate("Beef Tacos") {
t.Error("an empty Deduper reported a duplicate")
}
}
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#!/usr/bin/env python3
"""Generate folds_table.go, the letter-fold table used by harness.Normalize.
Run from this directory with `go generate ./internal/ai/harness` (or
`python3 gen_folds.py`; gofmt must be on PATH). It uses only the Python
standard library's unicodedata, so it works offline; the Unicode version it
was generated from is recorded in the output.
The table maps a code point to its lowercased base letters:
- every code point with a canonical decomposition that includes a
combining mark (category Mn) maps to its full canonical decomposition
with the marks removed, so a precomposed letter folds exactly like its
decomposed spelling once Normalize drops the marks (ở -> o, ǖ -> u).
Code points whose remaining base is not letters or digits (spacing
accents such as U+1FEE) are left out; Normalize treats both spellings
of those as punctuation;
- Latin letters with no decomposition whose name is "LATIN ... LETTER X
WITH ..." map to x (ø -> o, ł -> l, đ -> d);
- the Latin ligatures and letters listed in EXTRA map as given.
Each result is then folded again, letter by letter, until nothing changes
(ǿ -> ø -> o, ǽ -> æ -> ae). Normalize writes a result without folding it
again, so the table must already be fully reduced; the generator fails if a
result does not settle.
Hangul syllables are left out: their decomposition is into conjoining jamo,
not combining marks.
"""
import re
import subprocess
import sys
import unicodedata
EXTRA = {
"ß": "ss", "ẞ": "ss", "æ": "ae", "Æ": "ae", "œ": "oe", "Œ": "oe",
"þ": "th", "Þ": "th", "ð": "d", "Ð": "d", "ı": "i", "ʼn": "n",
"ij": "ij", "IJ": "ij",
}
WITH = re.compile(r"^LATIN (?:SMALL|CAPITAL) LETTER ([A-Z]) WITH ")
def is_word(ch):
"""Reports whether Normalize keeps ch: a letter or a decimal digit."""
cat = unicodedata.category(ch)
return cat.startswith("L") or cat == "Nd"
def full_decomposition(ch):
return unicodedata.normalize("NFD", ch)
def fold(cp):
ch = chr(cp)
if ch in EXTRA:
return EXTRA[ch]
if 0xAC00 <= cp <= 0xD7A3:
return None
nfd = full_decomposition(ch)
if nfd != ch:
if not any(unicodedata.category(c) == "Mn" for c in nfd):
return None
base = "".join(c for c in nfd if unicodedata.category(c) != "Mn")
if not base or not all(is_word(c) for c in base):
return None
return base.lower()
m = WITH.match(unicodedata.name(ch, ""))
if m and unicodedata.category(ch) in ("Ll", "Lu", "Lt"):
return m.group(1).lower()
return None
def reduce(folds, s):
"""Folds every letter of s until nothing changes."""
for _ in range(len(folds)):
nxt = "".join(folds.get(c, c) for c in s)
if nxt == s:
return s
s = nxt
sys.exit("gen_folds.py: fold of %r does not settle" % s)
def main():
folds = {}
for cp in range(sys.maxunicode + 1):
folded = fold(cp)
if folded is not None:
folds[chr(cp)] = folded
entries = [(ord(ch), reduce(folds, folded)) for ch, folded in folds.items()]
out = [
"// Code generated by gen_folds.py from Unicode "
+ unicodedata.unidata_version + "; DO NOT EDIT.",
"",
"package harness",
"",
"// letterFolds maps a precomposed or stroked letter to its lowercased",
"// base letters. See gen_folds.py for how it is built.",
"var letterFolds = map[rune]string{",
]
for cp, folded in entries:
escaped = "".join(
c if 0x20 <= ord(c) < 0x7F and c not in '"\\' else "\\u%04x" % ord(c)
if ord(c) <= 0xFFFF else "\\U%08x" % ord(c)
for c in folded
)
out.append('\t0x%04X: "%s", // %s' % (cp, escaped, unicodedata.name(chr(cp))))
out.append("}")
with open("folds_table.go", "w", encoding="utf-8") as f:
f.write("\n".join(out) + "\n")
subprocess.run(["gofmt", "-w", "folds_table.go"], check=True)
if __name__ == "__main__":
main()