mirror of
https://gitcode.com/JianFeeeee/HomeAgent.git
synced 2026-09-21 09:28:14 +00:00
媒体此前是"文本块 + digest 引用 + owner 账本 + 独立 GC":ContextEvent.Media
记 digest,media_refs 表用 owner_kind/owner_id 保活,ref_count 决定 GC 能否清。
这与文本记忆块的管理方式不一致,也是本次一并纠正的核心偏差。
改为与文本块完全一致的生命周期:
1. 一等记忆块直接由所在层持有
- ContextEvent.Blocks / Doc.Blocks / GraphDB memory_blocks
- 块带 modality/digest/MIME/size/vector/fingerprint,文本、图片、视频同构
- Context→Document→Graph 迁移的是块本身(ID 不变),迁移后清空源容器,
同一块不同时存在于两层
2. 删除平行生命周期账本
- media.Store 去掉 media_refs 表、OwnerKind 常量、RefCount 字段、
AddRef/DropRef/DropOwner/Refs、ref_count 列与索引
- 删除 mediaGCLoop、GC(keep,minAge)、容量上限与 media.gc_* / media.max_mb 配置
- 媒体内容在块被永久删除时一并删除(media.Store.Delete + forgetPayloads),
与"删除文本块即删除内容"同一语义
3. L3 原生结构
- memory_blocks / memory_block_edges(contains/depicts/derived_from)
- 边端点必须是真实图节点,不再用 owner 字符串伪装关系
- BlocksForNode 支持 sentence --contains--> block 反查
4. SDK 与检索同步
- 插件附件/标记直接变成块,不再 AddRef
- 跨模态检索改用 QueryMediaScored(CAS 内不再有孤儿缓存需要过滤)
测试全部改写为块语义:删除 refcount/media_refs/GC 断言,新增块迁移、
单层不变量、Delete 语义与并发删除回归。
注:cmd/homed/main.go 同时携带工作区中既有的 CLIP→Qwen 模型目录接线改动。
338 lines
10 KiB
Go
338 lines
10 KiB
Go
package core
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import (
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"os"
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"path/filepath"
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"strings"
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"testing"
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"time"
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agentAPI "gitcode.com/JianFeeeee/HomeAgent/internal/agent/api"
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"gitcode.com/JianFeeeee/HomeAgent/internal/memory"
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"gitcode.com/JianFeeeee/HomeAgent/internal/memory/document"
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"gitcode.com/JianFeeeee/HomeAgent/internal/memory/media"
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)
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// 媒体记忆接线测试:验证媒体从对话进入 CAS、挂到 L0 事件、
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// 随归档转到 L2 文档的完整链路。
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//
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// 核心断言不是"函数被调用了",而是不变量:
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// 1. 媒体存不进去时对话照常(它是记忆增强,不是对话必需品)
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// 2. 引用转移期间内容始终可读(先挂后销,不留归零窗口)
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// 3. mediaStore 为 nil 时全链路静默跳过,行为与本特性上线前一致
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func newTestAgentWithMedia(t *testing.T) (*Agent, *media.Store) {
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t.Helper()
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dir := t.TempDir()
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ms, err := media.New(filepath.Join(dir, "media"))
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if err != nil {
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t.Fatalf("media.New: %v", err)
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}
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t.Cleanup(func() { ms.Close() })
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emb := memory.NewStaticEmbedder()
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a := &Agent{
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mediaStore: ms,
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context: NewRelevanceContext(filepath.Join(dir, "context.json"), emb),
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}
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return a, ms
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}
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// imageBlockURL 造一个带指定 URL 的图片块。
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// 名字带 URL 后缀是为了不与 modalfallback_test.go 里固定用 testPNG 的
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// imageBlock() 撞名——两者用途不同:那个验回退链,这个验入库。
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func imageBlockURL(dataURL string) agentAPI.ContentBlock {
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return agentAPI.ContentBlock{
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Type: "image_url",
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ImageURL: &agentAPI.ImageURL{URL: dataURL, Detail: "auto"},
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}
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}
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func TestCaptureBlockMedia_StoresDataURL(t *testing.T) {
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a, ms := newTestAgentWithMedia(t)
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raw := []byte{0x89, 'P', 'N', 'G', 1, 2, 3}
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blocks := []agentAPI.ContentBlock{
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{Type: "text", Text: "看这张图"},
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imageBlockURL(media.DataURL("image/png", raw)),
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}
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digests := a.captureBlockMedia(blocks, "multimodal_see_picture")
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if len(digests) != 1 {
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t.Fatalf("应捕获 1 个媒体,实际 %d", len(digests))
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}
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got, err := ms.Get(digests[0])
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if err != nil {
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t.Fatalf("回读失败: %v", err)
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}
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if string(got) != string(raw) {
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t.Fatal("内容不一致")
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}
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it, _ := ms.Stat(digests[0])
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if it.MIME != "image/png" || it.Tool != "multimodal_see_picture" || it.Kind != media.KindImage {
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t.Fatalf("元数据不对: %+v", it)
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}
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}
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func TestCaptureBlockMedia_SkipsHTTPURL(t *testing.T) {
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// http(s) URL 拿不到字节就无法内容寻址;"下载它再存"会把一次对话
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// 变成一次网络请求(超时、鉴权、SSRF 全来了),不在本层解决。
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a, _ := newTestAgentWithMedia(t)
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blocks := []agentAPI.ContentBlock{
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imageBlockURL("https://example.com/x.png"),
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}
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if d := a.captureBlockMedia(blocks, "t"); len(d) != 0 {
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t.Fatalf("http URL 不该被捕获,实际 %d 个", len(d))
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}
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}
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func TestCaptureBlockMedia_NilStoreIsNoop(t *testing.T) {
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// mediaStore 未启用时全链路静默跳过,不能 panic 也不能报错——
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// 行为必须与本特性上线前完全一致。
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a := &Agent{}
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blocks := []agentAPI.ContentBlock{imageBlockURL(media.DataURL("image/png", []byte("x")))}
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if d := a.captureBlockMedia(blocks, "t"); d != nil {
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t.Fatalf("nil store 应返回 nil,实际 %v", d)
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}
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a.stageMediaDigests("deadbeef")
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if got := a.drainMediaDigests(); len(got) != 1 {
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t.Fatal("stage/drain 不依赖 store,应正常工作")
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}
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// bindEventMedia 对 nil store 也必须安全
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evt := &ContextEvent{}
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a.bindEventMedia(evt, []string{"deadbeef"})
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if len(evt.Blocks) != 0 || evt.ID != "" {
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t.Fatalf("nil store 时不该改动事件: %+v", evt)
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}
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if s := a.mediaSummaryForEvent(nil); s != "" {
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t.Fatalf("nil store 时摘要应为空,得到 %q", s)
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}
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}
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func TestCaptureBlockMedia_AudioAndVideo(t *testing.T) {
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a, ms := newTestAgentWithMedia(t)
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blocks := []agentAPI.ContentBlock{
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imageBlockURL(media.DataURL("image/jpeg", []byte("frame"))),
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{Type: "audio_url", AudioURL: &agentAPI.AudioURL{URL: media.DataURL("audio/wav", []byte("sound"))}},
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}
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digests := a.captureBlockMedia(blocks, "multimodal_see_video")
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if len(digests) != 2 {
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t.Fatalf("应捕获 2 个,实际 %d", len(digests))
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}
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kinds := map[media.Kind]int{}
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for _, d := range digests {
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it, err := ms.Stat(d)
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if err != nil {
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t.Fatal(err)
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}
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kinds[it.Kind]++
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}
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if kinds[media.KindImage] != 1 || kinds[media.KindAudio] != 1 {
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t.Fatalf("大类归属不对: %v", kinds)
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}
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}
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func TestStageDrainMediaDigests(t *testing.T) {
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a, _ := newTestAgentWithMedia(t)
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a.stageMediaDigests("a", "b")
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a.stageMediaDigests("c")
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got := a.drainMediaDigests()
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if len(got) != 3 {
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t.Fatalf("应累积 3 个,实际 %d", len(got))
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}
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// drain 后必须清空——否则下一轮对话会把上一轮的媒体又挂一遍
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if again := a.drainMediaDigests(); again != nil {
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t.Fatalf("drain 后应为空,实际 %v", again)
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}
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}
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func TestBindEventMedia_CreatesBlocks(t *testing.T) {
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a, ms := newTestAgentWithMedia(t)
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d, err := ms.Put([]byte("img"), media.Item{MIME: "image/png"})
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if err != nil {
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t.Fatal(err)
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}
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evt := &ContextEvent{Timestamp: time.Now(), Source: "qq", Input: "看图"}
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a.bindEventMedia(evt, []string{d})
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if evt.ID == "" {
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t.Fatal("应懒生成事件 ID")
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}
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if len(evt.Blocks) != 1 || evt.Blocks[0].PayloadDigest != d {
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t.Fatalf("事件应持有一等记忆块: %+v", evt.Blocks)
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}
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if evt.Blocks[0].Modality != memory.BlockImage || evt.Blocks[0].MIME != "image/png" {
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t.Fatalf("块元数据不对: %+v", evt.Blocks[0])
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}
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}
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func TestBindEventMedia_LazyIDOnlyWhenNeeded(t *testing.T) {
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// 绝大多数对话没有媒体,不该为它们都生成 ID 塞进 context.json
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a, _ := newTestAgentWithMedia(t)
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evt := &ContextEvent{Input: "纯文本"}
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a.bindEventMedia(evt, nil)
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if evt.ID != "" {
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t.Fatalf("无媒体时不该生成 ID,得到 %q", evt.ID)
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}
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}
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func TestMediaSummary_DescriptionIsThePersistentMemory(t *testing.T) {
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// 方案 C 的核心:描述文本才是持久语义记忆,blob 只是缓存。
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// blob 被容量 GC 淘汰后,描述仍留在 L0/L2/L3 的文本里可被检索。
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a, ms := newTestAgentWithMedia(t)
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d, _ := ms.Put([]byte("img"), media.Item{MIME: "image/png"})
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b, ok := a.blockFromDigest(d)
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if !ok {
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t.Fatal("blockFromDigest 失败")
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}
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if s := a.mediaSummaryForEvent([]memory.MemoryBlock{b}); s == "" {
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t.Fatal("未描述项也应产出一行(标注未描述)")
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}
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ms.Describe(d, "一张紫蓝红三色带图", "visionllm")
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s := a.mediaSummaryForEvent([]memory.MemoryBlock{b})
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if s == "" {
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t.Fatal("应产出摘要")
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}
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if !strings.Contains(s, "紫蓝红三色带图") {
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t.Fatalf("摘要应含描述文本: %q", s)
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}
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if !strings.Contains(s, "image/png") {
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t.Fatalf("摘要应含 MIME 标注: %q", s)
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}
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}
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func TestPrune_NilMediaStoreStillArchives(t *testing.T) {
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// 媒体存储未启用时归档链路必须照常工作
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dir := t.TempDir()
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emb := memory.NewStaticEmbedder()
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docStore := document.NewStore(filepath.Join(dir, "docs"), memory.TokenizeWords)
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if err := docStore.Start(); err != nil {
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t.Fatal(err)
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}
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rc := NewRelevanceContext(filepath.Join(dir, "context.json"), emb)
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for i := 0; i < 15; i++ {
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rc.Append(ContextEvent{
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Timestamp: time.Now().Add(time.Duration(i) * time.Second),
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Source: "qq",
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Input: "内容",
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})
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}
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if n := rc.Prune("查询", 5, docStore); n == 0 {
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t.Fatal("无媒体存储时归档也应正常")
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}
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}
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func TestContextEvent_BlocksFieldRoundTrip(t *testing.T) {
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// context.json 加字段必须向后兼容:存量文件读回来 Blocks 为空、ID 为空,
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// 不影响任何既有行为。
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dir := t.TempDir()
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path := filepath.Join(dir, "context.json")
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// 写一份"存量格式"(无 id / blocks 字段)
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legacy := `[{"timestamp":"2026-09-04T10:00:00Z","source":"qq","input":"老数据","response":"回复"}]`
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if err := os.WriteFile(path, []byte(legacy), 0644); err != nil {
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t.Fatal(err)
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}
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emb := memory.NewStaticEmbedder()
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rc := NewRelevanceContext(path, emb)
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if rc.Len() != 1 {
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t.Fatalf("应读回 1 条,实际 %d", rc.Len())
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}
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// 新写入带记忆块的事件,再读回
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ms, err := media.New(filepath.Join(dir, "media"))
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if err != nil {
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t.Fatal(err)
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}
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defer ms.Close()
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a := &Agent{mediaStore: ms, context: rc}
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d, _ := ms.Put([]byte("img"), media.Item{MIME: "image/png"})
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evt := ContextEvent{Timestamp: time.Now(), Source: "qq", Input: "新数据"}
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a.bindEventMedia(&evt, []string{d})
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rc.Append(evt)
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rc.flush()
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rc2 := NewRelevanceContext(path, emb)
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if rc2.Len() != 2 {
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t.Fatalf("应有 2 条,实际 %d", rc2.Len())
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}
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var persisted int
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for _, e := range rc2.Recent(10) {
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persisted += len(e.Blocks)
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}
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if persisted != 1 {
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t.Fatalf("块应随 context.json 持久化,实际 %d 个", persisted)
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}
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}
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func TestPruneMigratesBlocksToDocument(t *testing.T) {
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// 一等记忆块的 L0→L2 迁移:块随事件离开 Context、进入 Document,
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// 身份(ID/模态/digest/向量)原样保留;同一块不能同时留在两层。
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// 这条路径不依赖 media_refs/ref_count。
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dir := t.TempDir()
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emb := memory.NewStaticEmbedder()
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docStore := document.NewStore(filepath.Join(dir, "docs"), memory.TokenizeWords)
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if err := docStore.Start(); err != nil {
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t.Fatal(err)
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}
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rc := NewRelevanceContext(filepath.Join(dir, "context.json"), emb)
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block := memory.MemoryBlock{
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ID: "blk_migrate_1", Modality: memory.BlockImage,
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PayloadDigest: "deadbeef", MIME: "image/png", Size: 42,
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Vector: []float64{0.1, 0.2, 0.3}, Fingerprint: "qwen:test",
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}
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rc.Append(ContextEvent{
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Timestamp: time.Now().Add(-time.Hour),
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Source: "qq", Input: "很久以前的一张图",
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Blocks: []memory.MemoryBlock{block},
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})
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for i := 0; i < 12; i++ {
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rc.Append(ContextEvent{
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Timestamp: time.Now().Add(time.Duration(i) * time.Second),
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Source: "qq", Input: "无关内容",
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})
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}
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if n := rc.Prune("完全不相关的查询", 5, docStore); n == 0 {
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t.Fatal("应有事件被归档")
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}
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// 块应已到达 L2,且身份不变。
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var found *document.Doc
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for _, d := range docStore.RecentDocs(20) {
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if len(d.Blocks) > 0 {
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found = d
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break
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}
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}
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if found == nil {
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t.Fatal("归档文档应持有一等记忆块")
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}
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if len(found.Blocks) != 1 {
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t.Fatalf("文档应有 1 个块,实际 %d", len(found.Blocks))
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}
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got := found.Blocks[0]
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if got.ID != block.ID || got.Modality != block.Modality || got.PayloadDigest != block.PayloadDigest || got.Fingerprint != block.Fingerprint || len(got.Vector) != len(block.Vector) {
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t.Fatalf("块身份应原样迁移:\n got %+v\n want %+v", got, block)
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}
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// 同一块不能同时留在 L0。
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for _, e := range rc.Recent(100) {
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if len(e.Blocks) > 0 {
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t.Fatalf("块仍留在 L0(同一块同时存在于两层): %+v", e.Blocks)
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}
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}
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}
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