Files
Maven/cmd/mavend/factgate_test.go
claude a4abcdefa3 Give the daemon a heads_path and a fixture arm (V-664)
embedder.heads_path is empty by default and deploy/mavend.json sets
it. A missing or broken weights file logs and leaves the heads nil,
because refusing to start over a routing accelerator would trade a
working box for a better one.

TestONNXRoutingHeads is the same cascade TestONNXBaseline scores with
one arm added, so the two are directly comparable. It also checks the
Go tokenizer against the Python one, since the heads were trained
through transformers and are read through a hand-written tokenizer: a
mismatch shows up here as a score below what Python measured on the
same weights, and nowhere else. That is how the reversed word pieces
were found.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013ptwopxyo3Z2kwFckHkLvN
2026-08-08 22:24:47 +04:00

236 lines
8.2 KiB
Go

package main
import (
"context"
"testing"
"time"
"github.com/kami/maven/internal/ipc"
"github.com/kami/maven/internal/memory"
"github.com/kami/maven/internal/router"
"github.com/kami/maven/internal/tool"
"github.com/kami/maven/internal/voice"
)
func newFactGateHandler(t *testing.T, now time.Time) (*reactiveHandler, ipc.CoreAPI) {
t.Helper()
st := newTestStore(t)
api := ipc.NewStoreAPI(st)
emb := router.NewHashEmbedder(1024)
h := &reactiveHandler{
api: api,
recall: recallWiring{embedder: emb, memStore: memory.NewInMemoryStore()},
router: buildRouter(emb, tool.NewMatcher(api), 0.55, nil, nil),
replier: voice.NewStubReplier(),
now: func() time.Time { return now },
dataStore: st,
}
return h, api
}
// The write half of #470: a question routed to IntentFact must not become a
// fact about him, and must not leave a vector behind for recall to serve.
func TestActionFact_QuestionIsNotWritten(t *testing.T) {
ctx := context.Background()
h, api := newFactGateHandler(t, time.Now())
reply := h.actionFact(ctx, router.Decision{
Intent: router.IntentFact,
Utterance: "какая последняя версия языка Go?",
Slots: router.Slots{Key: "go_version", HasKey: true, Value: `"1.20"`},
})
if _, err := api.LatestFact(ctx, "go_version"); err == nil {
t.Fatal("a question was stored as a fact about him")
}
hits, err := h.recall.memStore.Search(ctx, mustEmbedPassage(t, h, "какая последняя версия языка Go?"), 3)
if err != nil {
t.Fatalf("memory search: %v", err)
}
if len(hits) != 0 {
t.Fatalf("the question was indexed for recall: %+v", hits)
}
// It went down the query chain instead. Nothing is configured to answer a
// world question in this harness, so "не знаю." is the honest outcome —
// what matters is that the turn was answered, not stored.
if reply == "" {
t.Fatal("the turn was neither stored nor answered")
}
}
// The capture that must survive the gate: an explicit instruction to record,
// even though it contains an interrogative.
func TestActionFact_ExplicitCaptureStillWrites(t *testing.T) {
ctx := context.Background()
h, api := newFactGateHandler(t, time.Now())
h.actionFact(ctx, router.Decision{
Intent: router.IntentFact,
Utterance: "запиши что я пил воду",
Slots: router.Slots{Key: "water", HasKey: true, Value: `"вода"`},
})
f, err := api.LatestFact(ctx, "water")
if err != nil {
t.Fatalf("an explicit capture was refused: %v", err)
}
if f.Confidence != 1.0 {
t.Errorf("confidence = %v, want 1.0 for a value he said", f.Confidence)
}
// #493: what recall reads back is the fact, not the sentence he said.
// queryMemory returns a fact's text verbatim, so the utterance sitting here
// meant "запиши что я пил воду" was the answer to "когда я пил воду?".
hits, err := h.recall.memStore.Search(ctx, mustEmbedPassage(t, h, "вода"), 3)
if err != nil {
t.Fatalf("memory search: %v", err)
}
if len(hits) != 1 {
t.Fatalf("the fact was not indexed once: %+v", hits)
}
if got := hits[0].Meta["text"]; got != "water — вода" {
t.Errorf("indexed text = %q, want the fact", got)
}
if got := hits[0].Meta["utterance"]; got != "запиши что я пил воду" {
t.Errorf("utterance provenance = %q, want it kept alongside", got)
}
}
func TestFactConfidence(t *testing.T) {
cases := []struct {
utterance, value string
want float64
}{
{"запиши что я пил воду", `"вода"`, 1.0},
{"я выпил кофе", `"кофе"`, 1.0},
{"поужинал", "", 1.0},
{"отметь что я полил кактус", `"полил кактус"`, 1.0},
{"какая последняя версия языка Go", `"1.20"`, ungroundedConfidence},
{"кто премьер Японии", `"Тонио Озаки"`, ungroundedConfidence},
}
for _, c := range cases {
if got := factConfidence(c.utterance, c.value); got != c.want {
t.Errorf("factConfidence(%q, %q) = %v, want %v", c.utterance, c.value, got, c.want)
}
}
}
func mustEmbedPassage(t *testing.T, h *reactiveHandler, text string) []float32 {
t.Helper()
vec, err := router.EmbedQuery(context.Background(), h.recall.embedder, text)
if err != nil {
t.Fatalf("embed %q: %v", text, err)
}
return vec
}
// The write half of #481: a complaint about a thing is a state of the
// afternoon, not a fact about him. Stored as a `self` row at confidence 1.00
// it comes back on recall as if the network were still down.
func TestActionFact_ComplaintIsNotWritten(t *testing.T) {
ctx := context.Background()
h, api := newFactGateHandler(t, time.Now())
reply := h.actionFact(ctx, router.Decision{
Intent: router.IntentFact,
Utterance: "сеть какая-то медленная",
Slots: router.Slots{Key: "network_speed", HasKey: true, Value: "медленная"},
})
if _, err := api.LatestFact(ctx, "network_speed"); err == nil {
t.Fatal("a passing complaint was stored as a fact about him")
}
hits, err := h.recall.memStore.Search(ctx, mustEmbedPassage(t, h, "сеть какая-то медленная"), 3)
if err != nil {
t.Fatalf("memory search: %v", err)
}
if len(hits) != 0 {
t.Fatalf("the complaint was indexed for recall: %+v", hits)
}
if reply == "" {
t.Fatal("the turn was neither stored nor answered")
}
}
// And the complaint he asked her to keep: the capture verb wins, as it does
// over the question gate.
func TestActionFact_AskedToRememberAComplaintStillWrites(t *testing.T) {
ctx := context.Background()
h, api := newFactGateHandler(t, time.Now())
h.actionFact(ctx, router.Decision{
Intent: router.IntentFact,
Utterance: "запомни что интернет не работает",
Slots: router.Slots{Key: "internet", HasKey: true, Value: "не работает"},
})
if _, err := api.LatestFact(ctx, "internet"); err != nil {
t.Fatalf("an explicit capture was refused: %v", err)
}
}
// A second tap of the same key supersedes the first, so recall must hold one
// vector and it must be the new value (Vikunja #493). Before this the id
// carried a timestamp, both rows stayed, and the superseded value went on
// competing for the turn.
func TestActionFact_ARetapSupersedesTheOldVector(t *testing.T) {
ctx := context.Background()
h, _ := newFactGateHandler(t, time.Now())
h.actionFact(ctx, router.Decision{
Intent: router.IntentFact,
Utterance: "запиши что я пил воду",
Slots: router.Slots{Key: "water", HasKey: true, Value: `"250мл"`},
})
// A later tap of the same key. The clock moves, so the old id and the new
// one differ — which is exactly what used to leave two rows behind.
h.now = func() time.Time { return time.Now().Add(time.Hour) }
h.actionFact(ctx, router.Decision{
Intent: router.IntentFact,
Utterance: "запиши что я пил воду",
Slots: router.Slots{Key: "water", HasKey: true, Value: `"500мл"`},
})
hits, err := h.recall.memStore.Search(ctx, mustEmbedPassage(t, h, "вода"), 5)
if err != nil {
t.Fatalf("memory search: %v", err)
}
if len(hits) != 1 {
t.Fatalf("want one vector for the key, got %d: %+v", len(hits), hits)
}
if got := hits[0].Meta["text"]; got != "water — 500мл" {
t.Errorf("indexed text = %q, want the current value", got)
}
}
// Another key is not this key. A prefix delete that widened would take the
// whole index with it.
func TestActionFact_ARetapLeavesOtherKeysAlone(t *testing.T) {
ctx := context.Background()
h, _ := newFactGateHandler(t, time.Now())
h.actionFact(ctx, router.Decision{
Intent: router.IntentFact,
Utterance: "запиши что я обедал",
Slots: router.Slots{Key: "meal", HasKey: true, Value: `"суп"`},
})
h.actionFact(ctx, router.Decision{
Intent: router.IntentFact,
Utterance: "запиши что я пил воду",
Slots: router.Slots{Key: "water", HasKey: true, Value: `"250мл"`},
})
hits, err := h.recall.memStore.Search(ctx, mustEmbedPassage(t, h, "обед"), 5)
if err != nil {
t.Fatalf("memory search: %v", err)
}
var found bool
for _, hit := range hits {
if hit.Meta["text"] == "meal — суп" {
found = true
}
}
if !found {
t.Fatalf("writing water dropped the meal vector: %+v", hits)
}
}