在 Gradle 工作流中集成 Graphify：一条命令实现从知识图谱到 PlantUML 图

@startuml
skinparam backgroundColor #FEFEFE
skinparam ActivityBackgroundColor #FDEDEC
skinparam ActivityDiamondBackgroundColor #FFF3CD

start

:架构图已创建\n(手动，手工);

:代码在演变\n(新类，新的依赖);

:过时的图表\n(不再反映代码);

if (Qui met à jour ?) then (Personne)
    :误导性文档;
    note right: 新开发者\n基于此...并犯错误
else (Quelqu'un)
    :手动更新\n(2-3 小时的工作);
    note right: 已过时\n在下一次 PR
endif

stop

@enduml

@startuml
skinparam backgroundColor #FEFEFE
skinparam componentStyle rectangle

actor Développeur
component "Graphify\n(pip install graphifyy)" as Graphify
collections "graphify-out/graph.json\n(知识图谱)" as KGJSON
component "PlantUML Gradle 插件\n(generateKnowledgeGraphDiagram)" as Plugin
component "KnowledgeGraphParser" as Parser
component "KnowledgeGraphRenderer" as Renderer
component "PlantumlService\n(验证 + 渲染 PNG)" as PS
collections "图表/knowledge-graph/\n(.puml + .png)" as Output

Développeur --> Graphify : graphify . --no-viz
Graphify --> KGJSON : 提取源代码的结构\n
Développeur --> Plugin : ./gradlew generateKnowledgeGraphDiagram
Plugin --> Parser : parse(graph.json)
Parser --> Plugin : KnowledgeGraph\n(节点 + 边 + 社区)
Plugin --> Renderer : render(graph, filters)
Renderer --> Plugin : 代码 PlantUML\n确定性
Plugin --> PS : validateSyntax + generateImage
PS --> Output : .puml + .png

note bottom of Plugin
管道 DÉTERMINISTE
没有调用 LLM
可复现的结果
end note

@enduml

# Étape 1 : extraire le Knowledge Graph
graphify . --no-viz

# Étape 2 : générer les diagrammes PlantUML
./gradlew generateKnowledgeGraphDiagram

@startuml
skinparam backgroundColor #FEFEFE
skinparam componentStyle rectangle

package "正常管道\n（用户 → 图表）" as normal {
    [Fichier .prompt] as prompt
    [LlmService\n+ ApiKeyPool] as llm1
    [ProcessPlantumlPromptsTask] as task1
    [Diagramme PNG] as out1

    prompt --> task1
    task1 --> llm1
    llm1 --> out1
}

package "流水线知识图谱\n（确定性，不使用 LLM）" as kg {
    [graphify-out/graph.json] as kgjson
    [KnowledgeGraphParser] as parser
    [KnowledgeGraphRenderer] as renderer
    [PlantumlService] as ps
    [Diagramme PNG\n(documentation du plugin)] as out2

    kgjson --> parser
    parser --> renderer
    renderer --> ps
    ps --> out2
}

package "流水线内部试用\n（LLM → 插件文档）" as dogfood {
    [GraphifyPromptAdapter] as gpa
    [Fichiers .prompt\nauto-générés] as auto_prompt
    [LlmService\n+ ApiKeyPool] as llm2
    [ProcessPlantumlPromptsTask] as task2
    [Diagramme PNG\n(documentation LLM)] as out3

    kgjson --> gpa
    gpa --> auto_prompt
    auto_prompt --> task2
    task2 --> llm2
    llm2 --> out3
}

note "相同的 LlmService，相同的 ApiKeyPool，\n相同的 PlantumlService\n——零重复" as N

@enduml

# Documentation déterministe (rapide, pas de LLM)
./gradlew generateKnowledgeGraphDiagram

# Documentation LLM (plus riche, consomme des tokens)
./gradlew generateDiagramDocs

@startuml
skinparam backgroundColor #FEFEFE
skinparam componentStyle rectangle

rectangle "管道 DÉTERMINISTE\n(generateKnowledgeGraphDiagram)" as det {
    [graph.json] as json
    [KnowledgeGraphParser] as parser
    [KnowledgeGraphRenderer] as renderer
    [PlantUML code] as puml

    json --> parser : parse
    parser --> renderer : KnowledgeGraph
    renderer --> puml : 渲染 ( 纯函数 )
}

rectangle "管道 LLM\n(processPlantumlPrompts)" as llm {
    [.prompt] as prompt
    [LlmService] as llmSvc
    [ChatModel] as model
    [PlantUML code] as puml2

    prompt --> llmSvc
    llmSvc --> model : API 调用
    model --> puml2 : 非确定性响应
}

note bottom of det
相同的输入 → 相同的输出
没有网络延迟
无 Token 消耗
在CI中可重复
end note

note bottom of llm
同样输入 → 输出可变
网络延迟（1-5秒）
Tokens 成本
需要密钥 API
end note

@enduml

@startuml
skinparam backgroundColor #FEFEFE

participant "开发者" as Dev
participant "Gradle" as G
participant "GenerateKnowledgeGraphDiagramTask" as Task
participant "KnowledgeGraphParser" as Parser
participant "KnowledgeGraphRenderer" as Renderer
participant "PlantumlService" as PS
collections "graphify-out/graph.json" as JSON
collections "diagrams/knowledge-graph/" as Out

Dev -> G : ./gradlew generateKnowledgeGraphDiagram
G -> Task : 执行
Task -> JSON : 读
Task -> Parser : parse(graph.json)
Parser --> Task : KnowledgeGraph

alt filtres actifs
    Task -> Task : 应用过滤器\n(community, edgeTypes, maxNodes…)
end

Task -> Renderer : render(graph, filters)
Renderer --> Task : 代码 PlantUML

Task -> PS : validateSyntax()
alt valide
    Task -> PS : generateImage()
    PS --> Out : .puml + .png
else invalide
    Task -> Out : .puml (带有警告)
end

@enduml

@startuml
skinparam backgroundColor #FEFEFE
skinparam componentStyle rectangle

package "EAGER\n(始终加载)" as eager {
    [PROMPT_REPRISE.adoc\n(contexte session)] as pr
    [INDEX.adoc\n(vue d'ensemble)] as idx
    [GRAPH_REPORT.adoc\n(~50 lignes)] as gr
}

package "LAZY — 策略\n(按需)" as lazy_strat {
    [Méthodologies] as meth
    [Archives sessions] as sessions
}

package "LAZY — Graphify\n(目标查询)" as lazy_graph {
    [graph.json] as gj
    [Queries\n(query/path/explain)] as queries
}

package "Pipeline PlantUML\n(自动生成)" as puml {
    [generateKnowledgeGraphDiagram] as kgTask
    [generateDiagramDocs] as ddTask
    [Diagrammes PNG] as diagrams
}

Agent --> eager : 在会话开始时阅读
Agent ..> lazy_strat : 检测到类型时加载
Agent ..> lazy_graph : 如果需要结构性查询
kgTask --> diagrams : 确定性的
ddTask --> diagrams : 通过 LLM

note right of gr
知识图谱概要
God 节点 + 社区
替换 ECOSYSTEM_OVERVIEW
(225 行 → 50 行)
end note

@enduml

# Script complet en 5 commandes
uv tool install graphifyy
cat > .graphifyignore << 'EOF'
*-context.yml
*.env
build/
.gradle/
EOF
graphify . --no-viz
./gradlew generateKnowledgeGraphDiagram
git add graphify-out/GRAPH_REPORT.adoc graphify-out/graph.json diagrams/knowledge-graph/

@startuml
skinparam backgroundColor #FEFEFE

rectangle "之前" as avant {
    card "手绘图表\n总是过时\n没人更新它们" as av1 #FDEDEC
}

rectangle "之后" as apres {
    card "自动生成的图表\n始终与代码保持同步\n在 Git 中进行版本控制\n确定且可复现" as ap1 #E8F8E8
}

avant --> apres : graphify . --no-viz\n+ ./gradlew generateKnowledgeGraphDiagram

@enduml