Files
HomeAgent/internal/agent/core/context_test.go
JianFeeeee b850feaef2 feat: 段页式记忆流转、coldcontext 重命名与安全治理
记忆层:
- MemoryBlock 承载 FrameTS/PageSeq/PageKind/BlockRole/CallID
- coldcontext 归档与回填按完整页传递,工具调用参数和配对键不丢失
- 召回先估算总 token,超预算时按全局页相似度标记 inactive
- inactive 仅是 context 渲染期状态,不落盘、不进入 coldcontext,Prune 后重置
- Peek/确认/Remove 两阶段召回,失败保留冷上下文副本
- stablemem 记录 last_recalled_at,删块连带清理边

命名:
- internal/memory/document → internal/memory/coldcontext
- Doc/DocEvent/DocHit → ColdDoc/ColdEvent/ColdHit
- ContextToColdContext/RecentColdContexts/FindColdContexts
- 保留既有 JSON 标签、doc_ 文件前缀与 doc_count 状态键,兼容存量数据

安全治理:
- 工具策略门禁、安全配置、事件总线发布者身份与入站脱敏
- 声明式 SecurityAPI 与 QQ owner/guest profile
- 日志保留策略与相关 e2e/回归判据

验证:go build ./...、go vet ./...、go test ./...(62 包);
生产副本 e2e:7013 块迁移后 ID/向量/指纹 0 变化、0 缺失。
2026-10-29 23:53:48 +08:00

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package core
import (
"os"
"path/filepath"
"testing"
"time"
"github.com/JianFeeeee/HologramAgent/internal/memory"
)
func newTestCtx() *RelevanceContext {
return NewRelevanceContext("", memory.NewStaticEmbedder(""))
}
func TestContextAppendAndLen(t *testing.T) {
ctx := newTestCtx()
if ctx.Len() != 0 {
t.Errorf("new context should be empty, got %d", ctx.Len())
}
ctx.Append(ContextEvent{Timestamp: time.Now(), Source: "user", Input: "hello"})
if ctx.Len() != 1 {
t.Errorf("expected len 1, got %d", ctx.Len())
}
}
func TestContextRecent(t *testing.T) {
ctx := newTestCtx()
ctx.Append(ContextEvent{Timestamp: time.Now(), Source: "user", Input: "a"})
ctx.Append(ContextEvent{Timestamp: time.Now(), Source: "user", Input: "b"})
ctx.Append(ContextEvent{Timestamp: time.Now(), Source: "user", Input: "c"})
recent := ctx.Recent(2)
if len(recent) != 2 {
t.Errorf("expected 2 recent, got %d", len(recent))
}
if recent[0].Input != "b" || recent[1].Input != "c" {
t.Errorf("expected [b, c], got %v", recent)
}
}
func TestContextFormat(t *testing.T) {
ctx := newTestCtx()
f := ctx.Format()
if f != "" {
t.Errorf("empty context should format to empty string, got %q", f)
}
now := time.Now()
ctx.Append(ContextEvent{Timestamp: now, Source: "user", Input: "hello"})
f = ctx.Format()
if f == "" {
t.Fatal("non-empty context should produce non-empty format")
}
if !contains(f, "hello") {
t.Errorf("format should contain input 'hello', got: %s", f)
}
if !contains(f, "user") {
t.Errorf("format should contain source 'user'")
}
}
func TestContextPruneKeepsTopK(t *testing.T) {
ctx := newTestCtx()
for i := 0; i < 20; i++ {
ctx.Append(ContextEvent{
Timestamp: time.Now(),
Source: "user",
Input: "今天天气很好",
Response: "是的天气不错",
})
}
ctx.Append(ContextEvent{
Timestamp: time.Now(),
Source: "user",
Input: "帮我算一下微积分题目",
Response: "好的我来算",
})
archived := ctx.Prune("微积分", 5, nil)
_ = archived
if ctx.Len() > 15 {
t.Errorf("after prune to 5, len should be ≤15, got %d", ctx.Len())
}
}
func TestContextPruneWithDocStore(t *testing.T) {
ctx := newTestCtx()
for i := 0; i < 15; i++ {
ctx.Append(ContextEvent{
Timestamp: time.Now(),
Source: "user",
Input: "今天天气很好",
Response: "是的",
})
}
archived := ctx.Prune("天气", 10, nil)
if archived != 0 {
t.Errorf("with nil coldcontextStore, archived should be 0, got %d", archived)
}
}
func TestContextAppendAfterPrune(t *testing.T) {
ctx := newTestCtx()
for i := 0; i < 20; i++ {
ctx.Append(ContextEvent{
Timestamp: time.Now(),
Source: "user",
Input: "hello world",
})
}
ctx.Prune("hello", 3, nil)
if ctx.Len() > 13 {
t.Errorf("expected ≤13 after prune, got %d", ctx.Len())
}
ctx.Append(ContextEvent{Timestamp: time.Now(), Source: "user", Input: "new message"})
if ctx.Len() > 14 {
t.Errorf("expected ≤14 after append, got %d", ctx.Len())
}
}
func TestContextPruneWithStaticEmbedder(t *testing.T) {
tmpFile, err := os.CreateTemp("", "test_embeddings_*.txt")
if err != nil {
t.Fatal(err)
}
defer os.Remove(tmpFile.Name())
content := `8 4
天气 0.1 0.2 0.3 0.4
下雨 0.15 0.25 0.35 0.45
台风 0.12 0.22 0.32 0.42
股票 0.9 0.1 0.1 0.1
基金 0.85 0.15 0.1 0.1
微积分 0.1 0.1 0.9 0.1
导数 0.15 0.1 0.85 0.15
数学 0.1 0.1 0.8 0.2
`
if _, err := tmpFile.WriteString(content); err != nil {
t.Fatal(err)
}
tmpFile.Close()
embedder := memory.NewStaticEmbedder(tmpFile.Name())
if !embedder.Loaded() {
t.Fatal("embedder should be loaded")
}
ctx := NewRelevanceContext("", embedder)
ctx.Append(ContextEvent{Timestamp: time.Now(), Source: "user", Input: "今天天气很好", Response: "是的"})
ctx.Append(ContextEvent{Timestamp: time.Now(), Source: "user", Input: "会不会下雨", Response: "会"})
ctx.Append(ContextEvent{Timestamp: time.Now(), Source: "user", Input: "台风来了", Response: "注意"})
ctx.Append(ContextEvent{Timestamp: time.Now(), Source: "user", Input: "帮我算微积分", Response: "好的"})
ctx.Append(ContextEvent{Timestamp: time.Now(), Source: "user", Input: "导数怎么求", Response: "公式"})
ctx.Append(ContextEvent{Timestamp: time.Now(), Source: "user", Input: "数学题", Response: "解答"})
ctx.Append(ContextEvent{Timestamp: time.Now(), Source: "user", Input: "股票涨了", Response: "恭喜"})
ctx.Append(ContextEvent{Timestamp: time.Now(), Source: "user", Input: "基金定投", Response: "可以"})
if ctx.Len() != 8 {
t.Fatalf("expected 8 events, got %d", ctx.Len())
}
archived := ctx.Prune("最近基金怎么样", 3, nil)
if ctx.Len() > 13 {
t.Errorf("prune should limit total events, got %d", ctx.Len())
}
remaining := ctx.Format()
t.Logf("query: 最近基金怎么样\nremaining events:\n%s", remaining)
t.Logf("archived: %d", archived)
needsFund := contains(remaining, "基金定投") || contains(remaining, "股票涨了")
needsWeather := contains(remaining, "今天天气很好") || contains(remaining, "台风来了")
t.Logf("has financial events: %v, has weather events: %v", needsFund, needsWeather)
}
func TestContextPruneRecent10Protected(t *testing.T) {
ctx := newTestCtx()
for i := 0; i < 15; i++ {
ctx.Append(ContextEvent{
Timestamp: time.Now(),
Source: "user",
Input: "今天天气很好",
})
}
for i := 0; i < 5; i++ {
ctx.Append(ContextEvent{
Timestamp: time.Now(),
Source: "user",
Input: "股票行情",
})
}
ctx.Prune("天气", 3, nil)
// 最近 10 条全部是"股票行情"(第6-15条是天气,第16-20条是股票)
// protectCount=10 保护最近 10 条 → 5 条天气最多保留 5+3=8 条
// 至少最近 10 条全部保留 → 至少包含 5 条股票
remaining := ctx.Format()
t.Logf("after weather query:\n%s", remaining)
weatherCount := 0
stockCount := 0
for _, line := range splitLines(remaining) {
if contains(line, "天气") {
weatherCount++
}
if contains(line, "股票") {
stockCount++
}
}
t.Logf("weather events: %d, stock events: %d", weatherCount, stockCount)
if stockCount < 5 {
t.Errorf("recent 10 should all be protected, expected at least 5 stock events, got %d", stockCount)
}
}
func contains(s, substr string) bool {
return len(s) >= len(substr) && containsStr(s, substr)
}
func containsStr(s, substr string) bool {
for i := 0; i <= len(s)-len(substr); i++ {
if s[i:i+len(substr)] == substr {
return true
}
}
return false
}
// TestSetDenseSpaceBackfillsExistingEvents 锁死 L0 稠密回填:
//
// NewRelevanceContext 先 load()(此时 denseSpace 仍为 nil,旧事件只算了稀疏
// 向量),SetDenseSpace 才注入稠密空间。若不回填已有事件,它们的 DenseFP
// 为空、DenseVec 长度不符,Prune 里旧事件走稀疏余弦、新事件走稠密余弦——
// 同一次排序里混排两种尺度,谁留下只取决于事件新旧。
func TestSetDenseSpaceBackfillsExistingEvents(t *testing.T) {
path := filepath.Join(t.TempDir(), "context.json")
// run1:写入事件并落盘(不注入稠密空间)。
c1 := NewRelevanceContext(path, memory.NewStaticEmbedder(""))
c1.Append(ContextEvent{Timestamp: time.Now(), Source: "user", Input: "昨天的决定"})
c1.Append(ContextEvent{Timestamp: time.Now(), Source: "agent", Response: "记为待办"})
if err := c1.Save(); err != nil {
t.Fatal(err)
}
// run2:模拟重启——load() 发生在 SetDenseSpace 之前。
c2 := NewRelevanceContext(path, memory.NewStaticEmbedder(""))
if c2.Len() == 0 {
t.Fatal("重启后未读回任何事件")
}
c2.SetDenseSpace(fakeSpace{})
events := c2.Recent(c2.Len())
if len(events) == 0 {
t.Fatal("no events")
}
for i, e := range events {
if e.DenseFP != "fake-space" || len(e.DenseVec) != 2 {
t.Errorf("event %d 未回填稠密向量: fp=%q len=%d", i, e.DenseFP, len(e.DenseVec))
}
}
}
func splitLines(s string) []string {
var lines []string
start := 0
for i := 0; i < len(s); i++ {
if s[i] == '\n' {
lines = append(lines, s[start:i])
start = i + 1
}
}
if start < len(s) {
lines = append(lines, s[start:])
}
return lines
}