Record phase two acceptance evidence and synchronize delivery status
This commit is contained in:
@@ -1,6 +1,6 @@
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# Benchmark 开发说明
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> 所属模块：Knowledge / Retrieval Core（后端，负责人 yxx）。RAG Benchmark 已交付；Agent Benchmark 暂缓，待 Agent Runtime 完成后在同一契约下补齐。
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> 所属模块：Knowledge / Retrieval Core（后端，负责人 yxx）。RAG 与标准Agent Benchmark均已实现，前端入口`/benchmarks`。真实验收结果与范围见[第二阶段收尾记录](第二阶段收尾实现与验收-2026-09-07.md)。
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## 定位
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@@ -18,7 +18,7 @@ Benchmark Service 用受控 Dataset 对检索引擎做可复现评测：创建
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| POST | `/api/benchmarks/runs/{run_id}/cancel` | 取消运行 |
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| GET | `/api/benchmarks/runs/{run_id}/report` | 结构化完整报告 |
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Agent Benchmark 的 `/api/benchmarks/agent/runs` 未暴露（暂缓），不在 OpenAPI 注册占位接口。
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Agent Benchmark的`POST /api/benchmarks/agent/runs`已实现并注册OpenAPI，使用正式Agent Runtime与Trace；请求/Case见[契约§9](../contracts/第二阶段接口契约-开发版.md)。默认只接受真实Provider，显式offline才允许mock，不自动批准工具权限。
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## Dataset
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@@ -30,7 +30,7 @@ RAG Case 结构：`case_id`、`query`、`expected_note_ids`、`expected_block_id
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`queued → running → completed | failed | cancelled`。
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- 创建时校验索引兼容性：索引非空、Embedding model/dim 与当前引擎一致、vector/hybrid 时向量索引非空；不满足返回 `BENCHMARK_INDEX_INCOMPATIBLE`（409），避免把环境/索引错误误判为检索质量差。
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- RAG创建时校验索引兼容性：索引非空、Embedding model/dim 与当前引擎一致、vector/hybrid 时向量索引非空；不满足返回 `BENCHMARK_INDEX_INCOMPATIBLE`（409），避免把环境/索引错误误判为检索质量差。
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- 内存注册表上限 `MAX_RUNS=100`，超限只淘汰终态 run；满容量且全为活动 run 时返回 `BENCHMARK_CAPACITY_EXCEEDED`（429）。
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- 失败/取消只向公开响应暴露项目错误码与安全消息，详细异常进入日志，不通过 HTTP/SSE 返回。
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@@ -76,3 +76,10 @@ uv run pytest -q
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```
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`tests/test_benchmark.py` 覆盖数据集注册与校验、指标纯函数、端到端运行、取消、索引兼容、容量与失败样本聚合；`tests/test_retrieval.py` 覆盖 FTS 阈值与分页 total 一致性。
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## 2026-09-07 数据与复现补充
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`agent-core-v1.json`为四例标准任务；`rag-phase2-v1.json`对应独立测试语料，不对应任意用户Vault，运行前必须用`phase2-quality.py`准备语料及真实索引。语料源、配置、逐例结果和冷暖缓存说明见收尾验收记录。UI支持RAG/Agent切换、Provider/模型、融合/TopK/RRF/rerank配置、取消、报告JSON与Trace入口。
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Agent成功判定包含终态完成、预期工具及声明参数一一匹配、无额外调用、工具结果成功、输出子串、引用和任务数量；并非由另一个LLM主观打分。失败/取消报告保留total_cases与evaluated_cases，不能当成完成的质量测量。报告注册表最多100条且不跨进程恢复，重要结果须下载保存；持久Agent Trace独立保留。工具选择/参数准确率和无效调用率在无分母时返回null。
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@@ -0,0 +1,234 @@
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"platform": "Windows-11-10.0.26100-SP0",
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@@ -0,0 +1,19 @@
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||||
........................................................................ [ 8%]
|
||||
........................................................................ [ 16%]
|
||||
........................................................................ [ 25%]
|
||||
........................................................................ [ 33%]
|
||||
........................................................................ [ 41%]
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||||
........................................................................ [ 50%]
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........................................................................ [ 58%]
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........................................................................ [ 66%]
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........................................................................ [ 75%]
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........................................................................ [ 83%]
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||||
........................................................................ [ 91%]
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||||
..................................................................... [100%]
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============================== warnings summary ===============================
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.venv\Lib\site-packages\fastapi\testclient.py:1
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||||
C:\Users\KiriAky\.codex\worktrees\7950\NotesAgent\backend\.venv\Lib\site-packages\fastapi\testclient.py:1: StarletteDeprecationWarning: Using `httpx` with `starlette.testclient` is deprecated; install `httpx2` instead.
|
||||
from starlette.testclient import TestClient as TestClient # noqa
|
||||
|
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-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
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861 passed, 1 warning in 48.32s
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@@ -0,0 +1,32 @@
|
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[
|
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{
|
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|
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|
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]
|
||||
@@ -0,0 +1,560 @@
|
||||
|
||||
> notes-agent-frontend@0.2.0 build C:\Users\KiriAky\.codex\worktrees\7950\NotesAgent\frontend
|
||||
> vue-tsc -b && vite build
|
||||
|
||||
vite v6.4.3 building for production...
|
||||
transforming...
|
||||
✓ 3262 modules transformed.
|
||||
rendering chunks...
|
||||
computing gzip size...
|
||||
dist/index.html 0.55 kB │ gzip: 0.33 kB
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> notes-agent-frontend@0.2.0 test C:\Users\KiriAky\.codex\worktrees\7950\NotesAgent\frontend
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RUN v4.1.11 C:/Users/KiriAky/.codex/worktrees/7950/NotesAgent/frontend
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stderr | src/features/editor/shikiCodeMirror.spec.ts
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Warning: KaTeX doesn't work in quirks mode. Make sure your website has a suitable doctype.
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stderr | src/features/themes/ThemesView.spec.ts
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Warning: KaTeX doesn't work in quirks mode. Make sure your website has a suitable doctype.
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stderr | src/features/editor/diagramIntegration.spec.ts
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Warning: KaTeX doesn't work in quirks mode. Make sure your website has a suitable doctype.
|
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Warning: KaTeX doesn't work in quirks mode. Make sure your website has a suitable doctype.
|
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stderr | src/features/editor/EditorPane.spec.ts > EditorPane file switching > recreates the visual editor with the newly loaded file content
|
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Warning: KaTeX doesn't work in quirks mode. Make sure your website has a suitable doctype.
|
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Warning: KaTeX doesn't work in quirks mode. Make sure your website has a suitable doctype.
|
||||
|
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·····················································································································································································································································································································································································································································
|
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Test Files 80 passed (80)
|
||||
Tests 437 passed (437)
|
||||
Start at 02:50:15
|
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Duration 21.99s (transform 24.03s, setup 0ms, import 75.03s, tests 27.89s, environment 143.74s)
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"error_code": null,
|
||||
"permission_approvals": 3,
|
||||
"mcp_present": true,
|
||||
"tasks": [
|
||||
{
|
||||
"task_id": "task_7380b0dd0b2c4161a20f3b6c1a19dffa",
|
||||
"title": "验收-锁顺序"
|
||||
},
|
||||
{
|
||||
"task_id": "task_5e0584d287c442b597ca4c22f8998214",
|
||||
"title": "验收-循环等待"
|
||||
},
|
||||
{
|
||||
"task_id": "task_22ac49c4e4214c98951b387a6f128a94",
|
||||
"title": "验收-互斥条件"
|
||||
}
|
||||
]
|
||||
}
|
||||
@@ -0,0 +1,196 @@
|
||||
{
|
||||
"provider_id": "provider_65fd326edba646e3bc735c25fbf5ffe8",
|
||||
"protocol": "openai_compatible",
|
||||
"model": "deepseek-v4-flash",
|
||||
"checks": {
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"discovery": {
|
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"passed": true,
|
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"count": 3,
|
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"elapsed_ms": 1904.77
|
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},
|
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"normal_chat": {
|
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"passed": true,
|
||||
"input_tokens": 87,
|
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"output_tokens": 16,
|
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"elapsed_ms": 2107.22
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},
|
||||
"stream_usage_reasoning": {
|
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"passed": true,
|
||||
"events": [
|
||||
"Done",
|
||||
"TextDelta",
|
||||
"ThinkingDelta",
|
||||
"Usage"
|
||||
],
|
||||
"usage_reported": true,
|
||||
"reasoning_observed": true,
|
||||
"elapsed_ms": 2118.0
|
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},
|
||||
"stream_cancel": {
|
||||
"passed": true,
|
||||
"first_event": "ThinkingDelta",
|
||||
"close_ms": 12.160799989942461,
|
||||
"scope": "client stream resource close; provider billing cessation not observable",
|
||||
"elapsed_ms": 1842.69
|
||||
},
|
||||
"error_mapping": {
|
||||
"passed": true,
|
||||
"error_code": "PROVIDER_INVALID_REQUEST",
|
||||
"elapsed_ms": 1590.6
|
||||
}
|
||||
},
|
||||
"unconfigured_protocols": [
|
||||
"openai_responses",
|
||||
"anthropic_messages",
|
||||
"ollama"
|
||||
],
|
||||
"not_tested": [
|
||||
"vendor_maximum_context_boundary"
|
||||
],
|
||||
"max_direct_requests": 5,
|
||||
"agent": {
|
||||
"run_id": "benchmark_8ebbf8c6f27f",
|
||||
"kind": "agent",
|
||||
"dataset_id": "agent-core-v1",
|
||||
"dataset_hash": "sha256:82fd1b84cc2dc2feec0fc67357d64b145dcdf6c44ec2660f182d550e85b9d27f",
|
||||
"status": "completed",
|
||||
"config_snapshot": {
|
||||
"dataset_id": "agent-core-v1",
|
||||
"provider_id": "provider_65fd326edba646e3bc735c25fbf5ffe8",
|
||||
"model": "deepseek-v4-flash",
|
||||
"max_steps": 6,
|
||||
"timeout_seconds": 90,
|
||||
"token_budget": 6000,
|
||||
"repeat": 1,
|
||||
"allow_network": false,
|
||||
"offline": false,
|
||||
"dataset_hash": "sha256:82fd1b84cc2dc2feec0fc67357d64b145dcdf6c44ec2660f182d550e85b9d27f",
|
||||
"dataset_version": "1.0.0",
|
||||
"execution": "real_agent_runtime",
|
||||
"provider_type": "openai_compatible",
|
||||
"scoring_version": "1.0",
|
||||
"permission_policy": "runtime_user_decision",
|
||||
"active_agent_run_id": "run_c9296aaea4c7429db97528edc72b6180"
|
||||
},
|
||||
"metrics": {
|
||||
"total_cases": 4,
|
||||
"task_success_rate": 1.0,
|
||||
"tool_selection_accuracy": 1.0,
|
||||
"tool_argument_accuracy": 1.0,
|
||||
"invalid_tool_call_rate": 0.0,
|
||||
"average_steps": 1.75,
|
||||
"average_latency_ms": 5682.329325005412,
|
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"token_usage": 5888,
|
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"tool_calls": 3,
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"expected_calls": 3
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},
|
||||
"cases": [
|
||||
{
|
||||
"case_id": "arithmetic",
|
||||
"repeat": 0,
|
||||
"agent_run_id": "run_480c159ffc0341f9883a09914ff003b5",
|
||||
"success": true,
|
||||
"tool_calls": 1,
|
||||
"expected_calls": 1,
|
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"selected_calls": 1,
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"accurate_calls": 1,
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"invalid_calls": 0,
|
||||
"steps": 2,
|
||||
"latency_ms": 4888.349500019103,
|
||||
"token_usage": 1545,
|
||||
"checks": {
|
||||
"completed": true,
|
||||
"tools_selected": true,
|
||||
"tool_arguments": true,
|
||||
"no_extra_calls": true,
|
||||
"tool_results": true,
|
||||
"output": true,
|
||||
"citation": true,
|
||||
"tasks_created": true
|
||||
},
|
||||
"error_code": null
|
||||
},
|
||||
{
|
||||
"case_id": "echo",
|
||||
"repeat": 0,
|
||||
"agent_run_id": "run_4fdbd0508bb84bcda424d97de1b91241",
|
||||
"success": true,
|
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"tool_calls": 1,
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"expected_calls": 1,
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"selected_calls": 1,
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"accurate_calls": 1,
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"invalid_calls": 0,
|
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"steps": 2,
|
||||
"latency_ms": 4978.496600000653,
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||||
"token_usage": 1601,
|
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"checks": {
|
||||
"completed": true,
|
||||
"tools_selected": true,
|
||||
"tool_arguments": true,
|
||||
"no_extra_calls": true,
|
||||
"tool_results": true,
|
||||
"output": true,
|
||||
"citation": true,
|
||||
"tasks_created": true
|
||||
},
|
||||
"error_code": null
|
||||
},
|
||||
{
|
||||
"case_id": "no-tool",
|
||||
"repeat": 0,
|
||||
"agent_run_id": "run_5dfb4ae0a6c547b79706ad102e577bab",
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"success": true,
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"tool_calls": 0,
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"expected_calls": 0,
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"selected_calls": 0,
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"accurate_calls": 0,
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"invalid_calls": 0,
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"steps": 1,
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"latency_ms": 2549.696500005666,
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"token_usage": 541,
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"checks": {
|
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"completed": true,
|
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"tools_selected": true,
|
||||
"tool_arguments": true,
|
||||
"no_extra_calls": true,
|
||||
"tool_results": true,
|
||||
"output": true,
|
||||
"citation": true,
|
||||
"tasks_created": true
|
||||
},
|
||||
"error_code": null
|
||||
},
|
||||
{
|
||||
"case_id": "markdown-catalog",
|
||||
"repeat": 0,
|
||||
"agent_run_id": "run_c9296aaea4c7429db97528edc72b6180",
|
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"success": true,
|
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"tool_calls": 1,
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"expected_calls": 1,
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"selected_calls": 1,
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"accurate_calls": 1,
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"invalid_calls": 0,
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"steps": 2,
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"latency_ms": 10312.774699996226,
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"token_usage": 2201,
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"checks": {
|
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"completed": true,
|
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"tools_selected": true,
|
||||
"tool_arguments": true,
|
||||
"no_extra_calls": true,
|
||||
"tool_results": true,
|
||||
"output": true,
|
||||
"citation": true,
|
||||
"tasks_created": true
|
||||
},
|
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"error_code": null
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}
|
||||
],
|
||||
"error": null,
|
||||
"error_code": null
|
||||
},
|
||||
"followup_evidence": [
|
||||
"context.json",
|
||||
"integration.json"
|
||||
]
|
||||
}
|
||||
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,106 @@
|
||||
# 第二阶段全量验收报告
|
||||
|
||||
> 以下保留修复前基线审计。其后已完成的收尾实现、真实运行结果和剩余外部边界以[第二阶段收尾实现与验收](第二阶段收尾实现与验收-2026-09-07.md)为准，不能把本报告中的“未实现”继续当作当前分支状态。
|
||||
|
||||
> 日期：2026-09-07。基线：`main` / `95095197df8b607e55144748c9be0c7f6daf00df`，与本轮拉取的 `gitea/main` 一致。范围包含三位成员负责的全部第二阶段模块，不沿用历史“不含杨侧验收”的排除范围。
|
||||
|
||||
## 结论与口径
|
||||
|
||||
**第二阶段主要基础能力已落地，但尚未达到完整 Definition of Done。** 自动化测试通过不代表 Agent Benchmark、函数图像前端、Mermaid 静态导出、真实厂商协议和音频质量已经验收。
|
||||
|
||||
依据为[第二阶段团队分工表](../architecture/第二阶段团队分工表.md)、[第二阶段接口契约](../contracts/第二阶段接口契约-开发版.md)、当前实现、自动化测试、隔离压测及浏览器检查。历史文档中未经同步的勾选框不直接作为实时完成率。
|
||||
|
||||
本轮不修改业务逻辑、不调用收费模型或外部 MCP、不重跑长录音。测试使用临时数据库/Vault；内置语料检查读取 Git HEAD，避开用户未提交笔记。主工作区原有两份笔记修改保持不变。
|
||||
|
||||
## 本轮验证结果
|
||||
|
||||
| 检查 | 结果 | 证据与边界 |
|
||||
| --- | --- | --- |
|
||||
| 后端全量 | 838 项通过 | Python 3.12，临时 APP_DATA_DIR / APP_DB_PATH / APP_VAULT_PATH；1 条既有 Starlette/httpx 弃用提示 |
|
||||
| 前端全量 | 78 个测试文件、433 项通过 | Vitest；部分测试存在 KaTeX quirks-mode 提示 |
|
||||
| 类型与生产构建 | 通过 | `npm run build`，vue-tsc + Vite；仍有超过 500 kB 的惰性分块提示 |
|
||||
| Mermaid 真实渲染 | 36 / 36 结构检查通过 | 6 图型 × 6 主题，无 Mermaid mock；不是所有图形字形、缩放和主题外观的完整人工验收 |
|
||||
| Agent 并发 | 1 / 10 / 50 / 200 并发场景通过 | 共 290 次完成；mock 每轮注入 50 ms，验证事件顺序、回放及终态恢复，不代表真实模型性能 |
|
||||
| 容量与取消 | 200 个活跃运行上限及取消通过 | 溢出拒绝；取消 P95 9.84 ms；权限等待 10 个批准、10 个取消，订阅释放 |
|
||||
| 故障隔离 | 通过 | 成功、Provider 错误、模型超时、工具超时各 5 次；剩余工具执行器为 0 |
|
||||
| Task API | 100 / 1000 条 CRUD、20 并发通过 | 默认分页 50，分页完整，删除后 total=0；1000 条场景创建/更新/删除 P95 为 262.36 / 275.78 / 286.18 ms |
|
||||
| sqlite-vec 合成对照 | Top-20 一致 | 4000 块 × 384 维，5 次样本；Python JSON 扫描中位 1376.98 ms，sqlite-vec 12.92 ms；只证明该合成场景效率，不代表检索质量 |
|
||||
| 内置 RAG 数据集完整性 | 5 / 5 案例关联有效 | 对照 HEAD 中 16 篇笔记、3787 块；预期 note_id / block_id 均存在，不等同于质量指标达标 |
|
||||
|
||||
首次后端测试因本地 `.venv` 缺少 `python-docx` 等新合并依赖而在收集阶段失败。执行 `uv sync --frozen` 后补齐 6 个锁定包并重新全量通过；未改动依赖声明或锁文件。这是本机环境未同步，不作为代码回归计数。
|
||||
|
||||
性能测试与构建曾并行执行，上述延迟只用于发现功能及容量问题，不作为吞吐 SLA 或性能倍率承诺。200 并发 Agent 的事件循环最大延迟为 334.08 ms，值得单独串行复测。
|
||||
|
||||
## 第二阶段任务矩阵
|
||||
|
||||
| 任务 | 当前状态 | 实现/验证依据 | 尚缺内容 |
|
||||
| --- | --- | --- | --- |
|
||||
| 音频转写 | 替代技术路径已实现，质量待验收 | `app/local_models/worker.py`、阶段 F 记录；当前为 Qwen3-ASR | 原清单 faster-whisper 未交付；需明确接受技术替代并同步清单 |
|
||||
| 说话人分段 | 部分实现 | ERes2NetV2 片段聚类，历史 CPU/CUDA 与长录音闭环 | 非 pyannote 完整分离；逐字强制对齐、同段多人/重叠分离未实现；CER/WER/DER、阈值缺标注验收 |
|
||||
| MCP Bridge / Registry | 工程实现与离线回归通过 | `extensions`、MCP Host/Registry 测试、Agent 工具链 | 目标外部服务器专项并非本轮重验；生产 OS 沙箱属于第三阶段 |
|
||||
| Plugin Command | 已实现 | Palette、工作区右键与工具栏、命令校验及 effect 回归 | 后续复杂 UI 贡献属于扩展阶段 |
|
||||
| Plugin Settings / Secret | 已实现 | schema 动态表单、独立凭据引用及权限校验测试 | 真实第三方插件组合仍按包验收 |
|
||||
| Skill / Plugin 本地持久注册 | 已实现 | `extensions/installed.py`、恢复、摘要复核、ZIP 清理回归 | 不应继续列为“尚无持久化”；在线升级事务与社区审核属于第三阶段 |
|
||||
| Provider 适配 | 工程实现，外部专项待验收 | OpenAI Compatible/Responses、Anthropic、Ollama 适配及协议回归 | 逐厂商的发现、工具往返、流、取消、Usage、错误映射、上下文限制等真实矩阵未全部验收 |
|
||||
| RAG Benchmark | 后端基础已实现 | `benchmarks`、指标与生命周期测试、5 案例数据集 | 代表性评测集与调优前后对照不足；无前端报告页 |
|
||||
| Agent Benchmark | 未实现 | 无 `/api/benchmarks/agent/runs`，`Benchmark开发说明` 明确暂缓 | 标准 Case/Dataset、任务成功率、工具选择/参数准确率、无效调用率、步骤/耗时/Token 报告 |
|
||||
| Retrieval 调优 | 性能改进已实现，质量验收不完整 | 模型/维度隔离 sqlite-vec、增量索引、过滤及检索回归 | 相同数据集/模型/参数下的质量前后对照；当前 reranker 仍为 LexicalReranker，不是已上线 BGE Cross-Encoder |
|
||||
| HTML / PDF / DOCX 导出 | 后端基础已实现，界面联调未完成 | `export`、三种产物内容/结构回归 | 前端无 exportService、调用入口及任务下载流程；仍不能直接完成工作区总 Demo |
|
||||
| 复杂内容导出 | 部分实现 | 警告框、嵌套表格、主题配色已覆盖 | Mermaid 为源码占位；PDF/DOCX 公式为文本，图片嵌入/资源解析仍有限；DOCX 函数图像占位 |
|
||||
| 函数图像 | 后端解析/静态渲染已实现 | `plot`、SVG/PDF 共享几何与预算测试 | 前端没有 function-plot 渲染、编辑刷新、缩放和预览入口；仅 Mermaid 被前端识别为图表 |
|
||||
| Theme Manifest / 导入 / 管理 | 已实现 | 文件/URL/ZIP、兼容性、安全校验、隔离预览、启停卸载及前端测试 | 网络 Marketplace 非第二阶段要求；导出固定配色不等于完整主题 CSS 复刻 |
|
||||
| Agent Trace | 已实现 | Tree/Timeline、参数/结果/耗时/错误、筛选、引用跳转、恢复与取消测试 | 真实 Provider 的特殊事件仍需专项验证 |
|
||||
| Mermaid 编辑器与预览 | 已实现 | 真实 36 组矩阵、编辑器回归、源码/预览及大图组件 | 静态 SVG/Image 向 Export Service 的传递尚未打通 |
|
||||
| 跨模块共同 Demo | 部分完成 | 录音→笔记→检索、Agent/工具/Trace 已有历史闭环 | 函数图像前端、三格式导出 UI、Mermaid 静态导出等阻止完整演示闭环 |
|
||||
|
||||
## 当前可推进的收尾项
|
||||
|
||||
### 优先完成第二阶段明确交付项
|
||||
|
||||
1. **Agent Benchmark**：复用已有 Agent Runtime/Trace 实现标准 Case 和报告，不以 mock 压测脚本替代任务成功率验收。
|
||||
2. **函数图像前端接入**：接入编辑器、只读 Markdown/聊天、源码/预览、编辑刷新、缩放及主题。复用后端语法和资源预算，不新增不一致语法。
|
||||
3. **导出前端闭环**：工作区格式/选项入口、后台任务状态、取消、下载、warning 呈现，支持未保存内容快照。
|
||||
4. **Mermaid 静态导出**：安全传递 SVG/Image，补齐三格式产物检查；DOCX 函数图像和公式/图片保真度随后逐项补齐。
|
||||
5. **检索质量验收**：扩充当前仅 5 案例的 Dataset，冻结语料、模型、维度、参数与回退策略，保存 FTS/vector/hybrid/RRF/rerank 的对照报告。
|
||||
|
||||
### 有外部依赖的验收
|
||||
|
||||
- 真实 Provider：准备各协议对应账号/模型矩阵与用量预算，逐项记录结果；连接测试不能代替工具、取消、错误与上下文专项。
|
||||
- 音频质量：准备人工参考文本、说话人及时间标注，明确 CER/WER/DER 和业务阈值。替代技术路径是否满足原始 DoD 应单独确认。
|
||||
|
||||
### 本阶段可继续优化
|
||||
|
||||
- 单独复测 200 并发 Agent 的事件循环峰值，定位批量持久化/事件分发热点。
|
||||
- 构建仍含两份 KaTeX 运行时与较大 Mermaid/语法资源块；按兼容性和首屏加载数据优化，不通过调高阈值隐藏问题。
|
||||
- Mermaid 矩阵循环复用全局主题，结束后页面保留最后一个主题；36/36 只能证明结构检查。视觉验收应使用 `?theme=` 分主题页面或隔离容器并保存截图。
|
||||
- 清理历史文档状态冲突：团队清单未勾选已有功能；第三阶段规划仍有“安装记录仅内存、待持久化”的旧描述；契约含旧 HashEmbedding 基线，应统一标明历史与当前实现。
|
||||
|
||||
## 与第三阶段的边界
|
||||
|
||||
Tauri/Rust Host、独立 Sync Server、联网主题/Skill/Plugin/MCP 等社区、签名分发、生产沙箱及跨设备冲突处理，仍按[第三阶段规划](../architecture/第三阶段实施规划.md)推进，不计入本轮第二阶段代码缺陷。第二阶段要求的是本地扩展、包格式与稳定接口；不能将“社区格式已实现”写成“联网社区已交付”。
|
||||
|
||||
## 复测与本地证据
|
||||
|
||||
```powershell
|
||||
cd backend
|
||||
uv sync --frozen
|
||||
# 先设置 APP_DATA_DIR / APP_DB_PATH / APP_VAULT_PATH 为独立临时目录
|
||||
uv run pytest tests -q -p no:cacheprovider
|
||||
|
||||
# 此脚本自行隔离运行数据，使用 mock，不调用远端 Provider
|
||||
.venv/Scripts/python.exe scripts/agent-task-stress.py --output ../.local-plans/phase2-audit-20260907/agent-task.json
|
||||
.venv/Scripts/python.exe scripts/vector-index-benchmark.py
|
||||
|
||||
cd ../frontend
|
||||
npm test -- --reporter=dot
|
||||
npm run build
|
||||
npm run dev -- --host 127.0.0.1 --port 5187 --strictPort
|
||||
```
|
||||
|
||||
浏览器入口：`/tests/visual/mermaid-matrix.html`。本轮开发服务器验证完成后关闭，不替换用户正在使用的服务。
|
||||
|
||||
本地详细证据：`.local-plans/phase2-audit-20260907/agent-task.json`、`dataset-integrity.json`。这些是本机生成的审计产物，不作为真实模型质量或生产性能承诺；本报告记录可复查的汇总结果。
|
||||
|
||||
## 用户追加验收要求：所有主题支持函数图像
|
||||
|
||||
第二阶段收尾任务必须更新所有现有主题对 function-plot 的支持，包括 light、dark、sepia、paper-moments、ocean-blue、midnight-purple，以及实际主题注册表中的其他主题。统一函数图像设计变量及导出配色映射，覆盖坐标轴、刻度、网格、多曲线、图例/标签、背景、错误提示、焦点/悬停和缩放控件。检查工作区编辑器、只读预览、AI 对话、大图窗口及适用的静态导出。不得仅在默认浅色下通过；以逐主题实际渲染和截图验证对比度、文字完整性、窄屏布局及主题切换。PDF/DOCX 如仍采用明确的打印配色策略，应保留可读性和提示，不声称复刻整个主题。
|
||||
@@ -0,0 +1,87 @@
|
||||
# 第二阶段收尾实现与验收
|
||||
|
||||
日期：2026-09-07。实现提交 `89df10b`，开发分支 `feat/phase2-completion`，基于最新拉取的 `gitea/main` / `95095197df8b607e55144748c9be0c7f6daf00df`。本分支尚未合并、推送或发布。本记录覆盖所有成员的第二阶段工程范围，替代早期“不含杨侧验收”的当前状态口径；[此前全量审计](第二阶段全量验收报告-2026-09-07.md)保留为修复前基线。
|
||||
|
||||
## 结论
|
||||
|
||||
原审计中可在现有环境推进的主要缺项已实现：标准 Agent Benchmark 与报告页、函数图像编辑器和共用 Markdown 预览、三格式未保存快照导出、Mermaid 静态图片、DOCX 图像与受支持公式、真实 RAG 质量对照，以及现有 Provider/MCP 的受限集成验证。
|
||||
|
||||
不将本次结果写成“所有厂商、所有文档及音频质量全部通过”。未配置的 Responses/Anthropic/Ollama 真实服务、厂商最大上下文边界、DOCX Office/LibreOffice 整页视觉复核仍列为验收边界；音频质量按本轮范围排除。Tauri/Rust、联网社区、Sync Server、操作系统沙箱仍属第三阶段。
|
||||
|
||||
## DoD 矩阵
|
||||
|
||||
| 项目 | 本轮状态 | 实现与证据 |
|
||||
| --- | --- | --- |
|
||||
| Agent Benchmark | 已实现、真实运行通过 | 标准版本化 Case、正式 Runtime、真实 Trace、逐例检查及成功/选择/参数/无效调用/步骤/耗时/Token 指标；4/4 标准案例与2/2集成案例通过 |
|
||||
| RAG Benchmark 与报告页 | 已实现、真实本地模型对照完成 | 12篇自建中文工程笔记，关键词/语义改写各12题；6配置×24题×2轮，288个样本，零运行失败；冻结语料与逐例 provenance |
|
||||
| 函数图像 | 已实现、页面复核通过 | 写作/源码切换、编辑刷新、诊断、只读/AI共用组件、缩放/重置/大图、六主题宽窄屏；共享后端白名单语法与几何 |
|
||||
| 导出 UI | 已实现、浏览器下载通过 | HTML/PDF/DOCX，点击时快照、标题/纸张选项、后台状态、取消、下载和 warning；包含未保存 PHASE2-SNAPSHOT |
|
||||
| 静态内容导出 | 已实现、产物检查通过 | Mermaid 浏览器净化后栅格化，按源码摘要绑定PNG；HTML/PDF/DOCX真实嵌图；DOCX函数图、MathText公式及Vault内PNG/JPEG/WebP；无法表示的资源显式warning |
|
||||
| 主题与 Mermaid | 已复核 | light/dark/sepia/paper-moments/ocean-blue/midnight-purple；36组Mermaid用隔离iframe检查，无全局主题串扰 |
|
||||
| Provider | 已配置协议通过 | DeepSeek OpenAI Compatible：发现、普通、流式、推理事件、Tool往返、Usage、取消与错误映射；额外上下文压缩及缓存字段观测 |
|
||||
| MCP | 现有服务通过 | MiniMax Coding Plan stdio注册与Agent真实web_search调用，工具权限仍由Runtime约束 |
|
||||
| Plugin/Skill、Trace、Task、工作区 | 回归通过 | 全量回归；隔离压力测试、权限等待/取消、恢复与分页；本地持久安装已实现 |
|
||||
| 音频 | 本轮排除质量专项 | 当前Qwen3-ASR + ERes2NetV2；没有将faster-whisper/pyannote写成已交付，也未声称CER/WER/DER达标 |
|
||||
|
||||
## RAG 结果与调优决策
|
||||
|
||||
冻结模型 `hotchpotch/bekko-embedding-v1-a8m@c721113d59a1d91b447450324f51c4b3332c924a`，384维，真实已安装本地模型；LexicalReranker `lexical-v1/1`。Top K=5、RRF K=60、候选20，参数变体K=20。向量来源逐例为local，无HashEmbedding测试注入或远端失败回退。完整记录见[rag-quality.json](evidence/phase2-20260907/rag-quality.json)。
|
||||
|
||||
| 配置 | Hit@1 | Hit@5 / Recall@5 | MRR | Citation Hit Rate | P50 / P95 ms |
|
||||
| --- | ---: | ---: | ---: | ---: | ---: |
|
||||
| FTS | .9583 | 1 / 1 | .9667 | .7500 | 9.64 / 12.20 |
|
||||
| Vector（冷暖混合） | 1 | 1 / 1 | 1 | .5833 | 4571.74 / 10284.19 |
|
||||
| Hybrid 加权50/50 | .9583 | 1 / 1 | .9688 | .6667 | 15.44 / 19.69 |
|
||||
| Hybrid RRF | .9167 | 1 / 1 | .9583 | .6667 | 15.44 / 20.28 |
|
||||
| RRF + Lexical rerank | .9167 | 1 / 1 | .9583 | .8750 | 15.70 / 22.26 |
|
||||
| RRF K=20 | .9167 | 1 / 1 | .9583 | .6667 | 15.68 / 27.67 |
|
||||
|
||||
Citation Hit Rate判断首条返回块是否命中预期引用块，不是“任意返回块命中”。因此高笔记命中率不等于准确引用。数据属于开发集，不是生产分布或留出测试集；没有事后补造质量阈值来宣布生产达标。
|
||||
|
||||
RRF K=20没有收益，保留默认60；加权融合提供可选对照，不改变默认策略。Lexical rerank改善本集引用命中，却未提高笔记Top1，不能宣布通用质量提升。
|
||||
|
||||
瓶颈是重复查询反复启动本地Embedding推理。新增128条/10分钟进程内缓存，仅存真实本地单文本向量，键包含模型目录/revision、冻结运行配置与查询摘要；返回副本，未安装模型不走缓存，不缓存远端响应。Vector的24个miss P50=9474.32ms，24个hit P50=15.11ms。后续Hybrid配置大多复用暖缓存，其时延不能与冷Vector直接比较。改前无缓存Vector P50约9368.46ms；冷推理没有提速。保留本地进程长期驻留优化作为后续独立设计，不扩大本轮范围。
|
||||
|
||||
## 真实 Provider、Agent、MCP
|
||||
|
||||
[标准报告](evidence/phase2-20260907/live.json)：现有DeepSeek `deepseek-v4-flash`，4/4任务成功，工具选择/参数准确率均1，无效调用率0，平均1.75步、5682.33ms，5888 Token。发现3个模型；流包含TextDelta/ThinkingDelta/Usage/Done；无效模型映射PROVIDER_INVALID_REQUEST。取消关闭客户端流约12.16ms，不等于能观测到服务商停止计费。
|
||||
|
||||
另通过实际Benchmark页面启动、下载与Trace跳转复测，4/4成功、5939 Token、平均4646.52ms，见[UI运行报告](evidence/phase2-20260907/agent-ui-report.json)。修复了未打开工作区时无法从报告进入已有Trace的路由拦截；创建普通新Agent运行仍遵守原工作区入口约束。
|
||||
|
||||
[集成报告](evidence/phase2-20260907/integration.json)：检索→读笔记→3个任务创建，以及MCP web_search，共2/2通过，工具6/6匹配，16070 Token。写入仅针对隔离数据库的3个任务，按这次运行的权限票据逐项批准。报告保留真实Agent Run ID，可在保留隔离数据库时恢复Trace；Benchmark报告本身是有界内存任务，应下载保存，重启不会恢复评测注册表。
|
||||
|
||||
[上下文复测](evidence/phase2-20260907/context.json)：不修改已保存Provider配置，在请求级测试配置中设8192窗口；detect在网络前返回CONTEXT_COMPRESSION_REQUIRED，compress调用真实模型生成摘要再回答，估算从2262降至516，原会话不变，最终答案保留Vault事实。首次256输出Token预算耗尽，见[失败记录](evidence/phase2-20260907/context-budget256.json)；改用1024上限后最终回答使用289输出Token并通过。四次受限调用包含两轮摘要及回答。该测试验证应用的预算与压缩路径，不证明厂商最大窗口。
|
||||
|
||||
验收库中18个该Provider请求上报缓存计数，13个有正命中、18个有正未命中；缺失字段保持未知，不记作0。缓存是否命中由服务商控制，不能强制保证。没有新增账号、密钥或服务，没有打印凭据或请求认证信息。
|
||||
|
||||
外部剩余项：当前未配置OpenAI Responses、Anthropic Messages、Ollama真实服务，协议单测通过仍不足以替代真实服务矩阵；厂商极限上下文需要单独预算与目标窗口。本轮没有发出超大输入探测。
|
||||
|
||||
## 性能与回归
|
||||
|
||||
- 后端全量与前端测试/构建结果以本报告末尾最终验证记录为准。
|
||||
- [串行压力基线](evidence/phase2-20260907/agent-task-before.json)与[修复后](evidence/phase2-20260907/agent-task-after.json)：200并发均完成，事件顺序、回放和终态恢复正确。恢复读取约313ms移出事件循环；该场景loop lag max从326.14降到12.19ms。运行P95从1007.22到1155.52ms，没有声称模型或总吞吐提速。
|
||||
- 200活跃运行容量拒绝与取消通过，取消P95=5.85ms；权限等待10批准/10取消、订阅释放，故障隔离后无残余工具执行器。
|
||||
- Task API 100/1000条、20并发CRUD及50条分页完整；1000条创建/更新/删除P95约121.67/146.20/145.87ms。此脚本显式mock，不能代替真实Agent Benchmark。
|
||||
- KaTeX通过Vite dedupe合为一个运行时chunk；Mermaid/语法等大惰性资源仍有构建提示，未调高阈值隐藏问题。
|
||||
|
||||
## 产物与视觉复核边界
|
||||
|
||||
浏览器真实加载项目组件与API，六主题各保存宽屏、390px窄屏和大图截图，检查缩放、源码切换、实时编辑、主题切换、无效表达式及打印warning。使用受限复杂图文档实际从UI取消后台PDF任务并看到已取消终态。[页面结果](evidence/phase2-20260907/browser-results.json)、[Mermaid矩阵](evidence/phase2-20260907/browser-mermaid-matrix.json)。窄屏函数图保留640px坐标区域并可横向滚动，避免刻度被整体缩得过小。
|
||||
|
||||
PDF使用嵌入的可用CJK字体，已通过Poppler检查实际页面；未安装可用字体时保留CID回退并明确warning。可用APP_EXPORT_FONT指定兼容TTF/TTC。三格式包含未保存快照、函数图、中文Mermaid及公式；DOCX的OOXML、图片关系和媒体内容通过结构检查，参见[产物清单](evidence/phase2-20260907/artifacts.json)。捆绑文档渲染器因缺少LibreOffice `soffice.exe` 无法完成DOCX整页渲染，不能声称Word分页已视觉通过。没有改用用户安装的Office/LibreOffice绕过工具约束。
|
||||
|
||||
MathText是受限TeX子集，不等同于KaTeX全语法；不支持的公式、远端/越界图片明确保留源码或替代文字及warning。服务器不执行客户端SVG/XML、任意TeX命令或外部资源下载。PNG每图4百万像素、总16百万像素/8MiB、最多64附件；重复引用及本地自动补全资源也受文档级累计预算约束；前端最多准备16幅Mermaid。函数图每块16表达式、预览总8000节点，导出每文档16图/8000节点，预览并发2。取消在线程渲染边界生效，不能强杀正在运行的Python绘图线程。
|
||||
|
||||
## 复现
|
||||
|
||||
1. `uv sync --frozen` 与 `pnpm install --frozen-lockfile`；把APP_DATA_DIR/APP_DB_PATH/APP_VAULT_PATH指向全新验收目录，不能指向用户知识库。
|
||||
2. 仅在用户授权下复用已有Provider凭据及模型配置；APP_MODEL_PYTHON指向已安装模型解释器。语料源为`backend/data/benchmarks/corpus/phase2-v1.json`；运行`backend/scripts/phase2-quality.py --output <report.json>`，生成独立Vault和Dataset、重建真实索引。`--reuse-index`会验证块ID一致，不能跳过缺失索引。
|
||||
3. 标准真实测试：`backend/scripts/phase2-live.py --provider <已有ID> --output <report.json> --execute`；上下文`phase2-context.py`同参数。写任务/MCP测试用`phase2-integration.py --execute`，先查脚本中隔离端口与现有工具ID；不能复制到生产Vault直接执行。
|
||||
4. API监听8017，前端以NOTES_API_TARGET=http://127.0.0.1:8017在5187启动。设置NODE_PATH到含Playwright的运行库后执行`node frontend/scripts/phase2-browser-check.cjs <输出目录>`，访问`/tests/visual/phase2.html`及隔离Mermaid矩阵。
|
||||
5. `backend/.venv/Scripts/python -m pytest backend/tests -q -p no:cacheprovider`；前端目录`pnpm test -- --reporter=dot`、`pnpm build`。压力脚本`backend/scripts/agent-task-stress.py --output <report.json>`自建隔离数据。
|
||||
|
||||
浏览器产物及完整测试日志保留于本机`.local-plans/phase2-completion/`；可复查的配置、指标与逐例证据已提交文档目录，不依赖该忽略目录才能读到结果。主工作区两份原有未提交笔记未修改。
|
||||
|
||||
## 最终验证记录
|
||||
|
||||
后端861测试通过（Python 3.13.9，48.32s），含HTTP/OpenAPI、预览累计复杂度、重复资源预算、导出、评分、取消与缓存回归；仅1条既有Starlette/httpx弃用提示。前端80文件437测试通过，vue-tsc及Vite生产构建通过；KaTeX仅一个261.18kB运行时chunk（gzip77.76kB），大惰性分块警告仍保留。
|
||||
Reference in New Issue
Block a user