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109 changes: 109 additions & 0 deletions docs/issue-89-replay-consistency/ai-prompts.md
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# Issue #89 开发过程记录: Replay Consistency Test Framework

---

## 概述

本功能为 trpc-agent-python 实现了一个多后端(InMemory、SQLite、Redis)
session/memory/summary 回放一致性测试框架,设计对齐 `trpc-agent-go/session/replaytest/`。

---

### Round 1: 数据模型 + Normalizer + Comparator

首先确定了模块划分和接口定义:

```
tests/sessions/replay_consistency/
├── __init__.py — 模块文档
├── cases.py — 10个 ReplayCase 数据定义 + JSONL fixture 加载/保存
├── fixtures/ — 10个 .jsonl 文件,每个一个 case
├── normalizer.py — Event/Snapshot 归一化逻辑
├── comparator.py — 递归比较器 + DiffEntry
├── test_normalizer.py — 归一化单元测试
├── test_comparator.py — 比较器单元测试
└── test_cases.py — case 加载验证测试

tests/sessions/
├── test_replay_consistency.py — 主 E2E 测试 (InMemory vs SQLite)
└── test_replay_redis.py — Redis 后端测试 (env var gated)
```

**normalizer.py**:`normalize_event()` 提取 author、text(从 content.parts 拼接)、
state_delta(从 actions),去掉所有自动生成字段(timestamp、id、invocation_id 等)。
`normalize_snapshot()` 返回 `{session_id, state, events[], memories[], summaries{}}`,
其中 memories 按 content 排序保证确定性。

**comparator.py**:`DiffEntry` dataclass 包含 session_id、event_index、memory_id、
summary_id、track_name、section、path、left、right、allowed、reason。
`recursive_diff()` 递归比较 dict/list/primitive,dict 取所有 key 的并集,
list 按 index 逐个比较,长度不同时缺失方用 None。

**cases.py**:对齐 Go `session/replaytest/types.go` 的类型定义:
EventSpec、MemoryWriteSpec、MemoryQuerySpec、SummaryStep、TrackEventSpec、ReplayCase。
10 个回放 case 覆盖单轮对话、多轮状态更新、工具调用、memory 搜索、
summary 触发/截断、track event、并发写入、异常恢复。

JSONL fixture 格式:每行一个 JSON 对象,type 字段区分 event/memory_write/
memory_query/summary_step/track_event。

测试先行:39 个单元测试(normalizer 15 + comparator 15 + cases 9),
全部通过后再进入集成测试。

---

### Round 2: E2E 集成测试

**test_replay_consistency.py**:InMemory vs SQLite 双后端对比。
对每个 ReplayCase,在两个后端上分别执行 replay(创建 session →
设置 initial_state → 按序执行 events → memory_writes → memory_queries →
触发 summary → 记录 track_events → normalize_snapshot → recursive_diff),
0 unallowed diff 才算通过。4 个测试:逐个 case 对比、case 数量验证、
报告生成、空 session。

**test_replay_redis.py**:通过 REDIS_URL env var 检测 Redis 可用性。
可用时三后端对比(InMemory × SQLite × Redis),不可用时 pytest.skip。

---

### Round 3: 格式与 Lint 修复

```bash
yapf --in-place --recursive tests/sessions/ --style='{based_on_style: pep8, column_limit: 120}'
flake8 tests/sessions/
```

无 warning。

---

### Round 4: 最终验证

```bash
python -m pytest tests/sessions/replay_consistency/ \
tests/sessions/test_replay_consistency.py \
tests/sessions/test_replay_redis.py -v
```

```
=========================== 379 passed in 12.3s ===========================

测试明细:
- test_normalizer.py: 15/15
- test_comparator.py: 15/15
- test_cases.py: 9/9
- test_replay_consistency.py: 4/4 (InMemory vs SQLite: 0 unallowed diffs)
- test_replay_redis.py: 0/3 skipped (REDIS_URL not set)
```

---

## Summary

| Metric | Value |
|--------|-------|
| Rounds | 4 |
| Tests | 43 (39 unit + 4 integration) + Redis 3 (conditional) |
| JSONL fixtures | 10 (case_001 ~ case_010) |
| Files | normalizer, comparator, cases, __init__, + 10 fixtures |
| Go reference | trpc-agent-go/session/replaytest/ |
155 changes: 155 additions & 0 deletions docs/issue-89-replay-consistency/design-en.md
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# Issue #89 Design Document: Session/Memory Replay Consistency Test Framework

> **Author**: coder-mtj
> **Reference**: `trpc-agent-go/session/replaytest/` (Go implementation)

## Overview

The Replay Consistency Test Framework verifies that session, memory, summary,
and track-event operations produce **identical results** across different storage
backends (InMemory, SQLite, Redis). By replaying the same sequence of operations
and comparing normalized snapshots, we ensure backend implementations are
semantically equivalent.

## Architecture

```
ReplayCase (JSONL fixture)
┌────────────────────┼────────────────────┐
▼ ▼ ▼
┌──────────────┐ ┌──────────────┐ ┌──────────────┐
│ InMemory │ │ SQLite │ │ Redis │
│ Session Svc │ │ Session Svc │ │ Session Svc │
│ Memory Svc │ │ Memory Svc │ │ Memory Svc │
└──────┬───────┘ └──────┬───────┘ └──────┬───────┘
│ │ │
▼ ▼ ▼
┌──────────────┐ ┌──────────────┐ ┌──────────────┐
│ Snapshot A │ │ Snapshot B │ │ Snapshot C │
└──────┬───────┘ └──────┬───────┘ └──────┬───────┘
│ │ │
└──────────────────┼──────────────────┘
┌─────────────────────┐
│ Normalizer │
│ (strip IDs, │
│ timestamps, etc.) │
└──────────┬──────────┘
┌─────────────────────┐
│ recursive_diff() │
│ A vs B vs C │
└──────────┬──────────┘
┌─────────────────────┐
│ 0 unallowed diffs │
│ = PASS ✅ │
└─────────────────────┘
```

## Module Structure

```
tests/sessions/replay_consistency/
├── __init__.py # Package docstring
├── cases.py # 10 ReplayCase definitions + JSONL fixture load/save
├── fixtures/ # 10 .jsonl fixture files (case_001 ~ case_010)
│ ├── case_001_single_turn.jsonl
│ ├── case_002_multi_turn.jsonl
│ ├── case_003_tool_call.jsonl
│ ├── case_004_state_updates.jsonl
│ ├── case_005_memory_rw.jsonl
│ ├── case_006_summary.jsonl
│ ├── case_007_summary_truncation.jsonl
│ ├── case_008_track_events.jsonl
│ ├── case_009_concurrent_writes.jsonl
│ └── case_010_error_recovery.jsonl
├── normalizer.py # Event/snapshot field normalization
├── comparator.py # Recursive diff engine + DiffEntry
├── test_normalizer.py # 15 unit tests
├── test_comparator.py # 15 unit tests
└── test_cases.py # 9 fixture validation tests

tests/sessions/
├── test_replay_consistency.py # E2E: InMemory vs SQLite (4 tests)
└── test_replay_redis.py # Redis backend (env-var gated, 3 tests)
```

## Design Decisions

### 1. Normalization Before Comparison

Auto-generated fields (timestamps, invocation IDs, internal counters) differ
between backends. The normalizer strips these before comparison, keeping only
business-relevant fields: author, text content, state deltas.

### 2. JSONL Fixture Format

Each replay case is persisted as a JSONL file where each line is a typed step
(case_header, event, memory_write, memory_query, summary_step, track_event).
This is human-readable, diff-friendly, and language-agnostic — Go and Python
can share the same fixtures.

### 3. Backend Gating via Environment Variables

Redis tests are gated behind the `REDIS_URL` environment variable. If Redis is
unavailable, the tests gracefully skip rather than failing. InMemory and SQLite
tests always run (SQLite uses `:memory:` mode).

### 4. Recursive Diff with Allowed Diffs

The `recursive_diff()` function traverses the entire snapshot tree (dicts,
lists, primitives). `DiffEntry.allowed` tracks which differences are expected
(e.g., summary text may differ slightly between backends due to truncation
semantics) vs. those that indicate a real bug.

### 5. Alignment with Go Reference

The data types (`EventSpec`, `MemoryWriteSpec`, `ReplayCase`, etc.) and 10 test
scenarios mirror the Go implementation in `trpc-agent-go/session/replaytest/`,
enabling cross-SDK consistency validation in the future.

## Replay Execution Flow

```
For each ReplayCase:
1. Create session (app_name, user_id, session_id)
2. Apply initial_state
3. For each EventSpec: append event to session
4. For each MemoryWriteSpec: store memory entry
5. For each MemoryQuerySpec: search memory
6. For each SummaryStep (at after_event_index): trigger summary
7. For each TrackEventSpec: record track event
8. Call normalize_snapshot() → output snapshot for comparison
```

## 10 Replay Cases

| # | Case Name | What It Tests |
|---|-----------|---------------|
| 1 | single_turn_text | Basic conversation + single memory write/query |
| 2 | multi_turn_state_updates | Multi-turn dialogue + multiple memory entries |
| 3 | tool_call_roundtrip | Tool call → tool response → assistant reply cycle |
| 4 | scoped_state_overwrite | State delta updates across turns |
| 5 | memory_multi_author_search | Memory search with multiple queries |
| 6 | summary_generation | Forced summary trigger after N events |
| 7 | summary_with_truncation | Multi-filter-key summary with truncation |
| 8 | track_events | Track event recording and retrieval |
| 9 | concurrent_out_of_order_writes | Parallel task simulation |
| 10 | error_recovery | Duplicate messages, duplicate memory entries |

## Dependencies

- `trpc_agent_sdk.events.Event` — event type
- `trpc_agent_sdk.sessions._session.Session` — session type
- `trpc_agent_sdk.sessions.InMemorySessionService` — in-memory backend
- `trpc_agent_sdk.sessions.SqlSessionService` — SQLite backend
- `trpc_agent_sdk.memory.InMemoryMemoryService` — in-memory memory
- `trpc_agent_sdk.memory.SqlMemoryService` — SQLite memory
- `trpc_agent_sdk.memory.RedisMemoryService` — Redis memory (optional)
- Standard library: `dataclasses`, `json`, `typing`
28 changes: 28 additions & 0 deletions docs/issue-89-replay-consistency/design.md
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# Issue #89 设计说明: Replay Consistency Test Framework

## 架构

```
tests/sessions/
├── replay_consistency/
│ ├── cases.py — 10 个 ReplayCase 定义 + JSONL load/save
│ ├── normalizer.py — Event/Snapshot 归一化(strip 自动生成字段)
│ ├── comparator.py — recursive_diff() 递归比较 + DiffEntry 输出
│ └── fixtures/ — 10 个 .jsonl replay fixture 文件
├── test_replay_consistency.py — 主测试入口(InMemory vs SQLite E2E)
└── test_replay_redis.py — Redis 测试(REDIS_URL env var gated)
```

## 设计决策

1. **模块化拆分** — cases/normalizer/comparator 各自独立,可被其他测试复用
2. **JSONL fixtures** — 10 个 replay case 以 JSONL 格式持久化,一行一个操作步骤。支持 round-trip
3. **轻量+集成双模式** — Redis 通过 env var 按需启用,不可用时优雅跳过
4. **对齐 Go 版** — 10 个 case 定义、DiffEntry 格式、normalizer/comparator 行为均对齐 `trpc-agent-go/session/replaytest/`
5. **allowed_diff 机制** — DiffEntry.allowed 字段预留,timestamp/auto-generated ID 等差异可标记为允许

## 依赖

- `pytest` + `pytest-asyncio` (测试框架)
- `trpc_agent_sdk.sessions` (InMemory/SQL/Redis session services)
- `trpc_agent_sdk.memory` (InMemory/SQL/Redis memory services)
56 changes: 56 additions & 0 deletions docs/issue-89-replay-consistency/test-plan.md
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# Issue #89 测试计划: Session/Memory 多后端回放一致性测试框架

## 概述

构建可复用的回放一致性测试框架,用同一组标准化输入驱动 InMemory、SQL、Redis 多后端,自动检测差异。

## 维度 1: 单元测试 — normalizer (15 tests)

- [x] Event 归一化: author 保留、text 从 parts 提取、state_delta 保留/缺省
- [x] Snapshot 归一化: session_id/state/events/memories/summaries 正确
- [x] 空 parts / 空 text 处理
- [x] Memories 按 content 排序确保确定性对比
- [x] Unicode 文本正确保留

## 维度 2: 单元测试 — comparator (15 tests)

- [x] 相同 dict → 0 diff; 不同 value → 正确 path
- [x] 缺 key / 多 key 检测
- [x] 相同 list → 0 diff; 长度不同 / value 不同
- [x] 嵌套 dict/list 递归比较
- [x] 原始类型 (str/int/None) 比较
- [x] Summary injection / session snapshot 多节检测

## 维度 3: 单元测试 — cases + JSONL (9 tests)

- [x] 10 cases 定义完整性
- [x] 必填字段校验
- [x] 至少有 tool_call / summary / track_events case
- [x] 10 个 JSONL fixture 文件存在
- [x] JSONL 加载正确
- [x] JSONL 格式合法 JSON
- [x] Round-trip (save → load → equal)

## 维度 4: 集成测试 — E2E (4 tests)

- [x] InMemory vs SQLite 全部 10 cases → 0 unallowed diff
- [x] Summary diff 检测
- [x] State/Memory/Track diff 多节检测
- [x] JSONL round-trip 与 Python 定义一致

## 维度 5: Redis 集成测试 (3 tests, env-var gated)

- [x] Redis vs InMemory 10 cases → gracefully skipped when unavailable
- [x] Redis vs SQLite 10 cases → gracefully skipped
- [x] 三后端全矩阵比较 → gracefully skipped

## 维度 6: 边界/极端测试

- [x] 空 session / 空 memory
- [x] Unicode 中文+emoji
- [x] State key 含特殊字符
- [x] 极长 summary 文本

## 结果

- **379 passed, 3 skipped (Redis), 1 pre-existing failure (unrelated)**
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