2168 lines
274 KiB
Plaintext
2168 lines
274 KiB
Plaintext
[2025-12-02 21:36:22] ================================================================================
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[2025-12-02 21:36:22] --- API Test: Generate Plan ---
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[2025-12-02 21:36:22] URL: http://127.0.0.1:8000/generate_plan
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[2025-12-02 21:36:22] Sending Prompt: "已知目标检测红色气球危险性高于蓝色气球高于绿色气球，飞往搜索区搜索并锁定危险性最高的气球，对其跟踪30秒后进行打击操作"
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[2025-12-02 21:36:22] ❌ TEST FAILED: Could not connect to the server.
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Please make sure the backend service is running.
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Error details: HTTPConnectionPool(host='127.0.0.1', port=8000): Max retries exceeded with url: /generate_plan (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7d2dd27230>: Failed to establish a new connection: [Errno 111] Connection refused'))
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[2025-12-02 21:36:22] ================================================================================
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[2025-12-02 21:36:22]
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[2025-12-02 21:38:38] ================================================================================
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[2025-12-02 21:38:38] --- API Test: Generate Plan ---
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[2025-12-02 21:38:38] URL: http://127.0.0.1:8000/generate_plan
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[2025-12-02 21:38:38] Sending Prompt: "已知目标检测红色气球危险性高于蓝色气球高于绿色气球，飞往搜索区搜索并锁定危险性最高的气球，对其跟踪30秒后进行打击操作"
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[2025-12-02 21:38:51] ✅ Received Response:
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[2025-12-02 21:38:51]
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📝 组织后的Prompt:
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[2025-12-02 21:38:51] === System Prompt ===
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任务：根据用户任意任务指令，生成结构化可执行的无人机行为树（Pytree）JSON。**仅输出单一JSON对象，无任何自然语言、注释或额外内容**。
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## 一、核心节点定义（格式不可修改，确保后端解析）
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#### 1. 可用节点定义 (必须遵守)
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你必须严格从以下JSON定义的列表中选择节点构建行为树，不允许使用未定义节点：
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```json
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{
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"actions": [
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{"name":"takeoff","params":{"altitude":"float[1,100]，默认2"}},
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{"name":"land","params":{"mode":"'current'/'home'"}},
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{"name":"fly_to_waypoint","params":{"x":"±10000","y":"±10000","z":"[1,5000]","acceptance_radius":"默认2.0"}},
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{"name":"move_direction","params":{"direction":"north/south/east/west/forward/backward/left/right","distance":"[1,10000]，缺省持续移动"}},
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{"name":"orbit_around_point","params":{"center_x":"±10000","center_y":"±10000","center_z":"[1,5000]","radius":"[5,1000]","laps":"[1,20]","clockwise":"默认true","speed_mps":"[0.5,15]","gimbal_lock":"默认true"}},
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{"name":"orbit_around_target","params":{"target_class":"见object_detect列表","description":"可选，目标属性","radius":"[5,1000]","laps":"[1,20]","clockwise":"默认true","speed_mps":"[0.5,15]","gimbal_lock":"默认true"}},
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{"name":"loiter","params":{"duration":"[1,600]秒/until_condition:可选"}},
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{"name":"object_detect","params":{"target_class":"person,bicycle,car,motorcycle,airplane,bus,train,truck,boat,traffic_light,fire_hydrant,stop_sign,parking_meter,bench,bird,cat,dog,horse,sheep,cow,elephant,bear,zebra,giraffe,backpack,umbrella,handbag,tie,suitcase,frisbee,skis,snowboard,sports_ball,kite,baseball_bat,baseball_glove,skateboard,surfboard,tennis_racket,bottle,wine_glass,cup,fork,knife,spoon,bowl,banana,apple,sandwich,orange,broccoli,carrot,hot_dog,pizza,donut,cake,chair,couch,potted_plant,bed,dining_table,toilet,tv,laptop,mouse,remote,keyboard,cell_phone,microwave,oven,toaster,sink,refrigerator,book,clock,vase,scissors,teddy_bear,hair_drier,toothbrush","description":"可选，","count":"默认1"}},
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{"name":"strike_target","params":{"target_class":"同object_detect","description":"可选，目标属性","count":"默认1"}},
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{"name":"battle_damage_assessment","params":{"target_class":"同object_detect","assessment_time":"[5,60]，默认15"}},
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{"name":"search_pattern","params":{"pattern_type":"spiral/grid","center_x":"±10000","center_y":"±10000","center_z":"[1,5000]","radius":"[5,1000]","target_class":"同object_detect","description":"可选，目标属性","count":"默认1"}},
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{"name":"track_object","params":{"target_class":"同object_detect","description":"可选，目标属性","track_time":"[1,600]秒（必传，不可用'duration'）","min_confidence":"[0.5,1.0]默认0.7","safe_distance":"[2,50]默认10"}},
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{"name":"deliver_payload","params":{"payload_type":"string","release_altitude":"[2,100]默认5"}},
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{"name":"preflight_checks","params":{"check_level":"basic/comprehensive"}},
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{"name":"emergency_return","params":{"reason":"string"}}
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],
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"conditions": [
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{"name":"battery_above","params":{"threshold":"[0.0,1.0]，必传"}},
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{"name":"at_waypoint","params":{"x":"±10000","y":"±10000","z":"[1,5000]","tolerance":"默认3.0"}},
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{"name":"object_detected","params":{"target_class":"同object_detect（必传）","description":"可选，目标属性","count":"默认1"}},
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{"name":"target_destroyed","params":{"target_class":"同object_detect","description":"可选，目标属性","confidence":"[0.5,1.0]默认0.8"}},
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{"name":"time_elapsed","params":{"duration":"[1,2700]秒"}},
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{"name":"gps_status","params":{"min_satellites":"int[6,15]，必传（如8）"}}
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],
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"control_flow": [
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{"name":"Sequence","params":{},"children":"子节点数组（按序执行，全成功则成功）"},
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{"name":"Selector","params":{"memory":"默认true"},"children":"子节点数组（执行到成功为止）"},
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{"name":"Parallel","params":{"policy":"all_success"},"children":"子节点数组（同时执行，严禁用'one_success'）"}
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]
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}
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```
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## 二、节点必填字段（后端Schema强制要求，缺一验证失败）
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每个节点必须包含以下字段，字段名/类型不可自定义：
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1. **`type`**：
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- 动作节点→`"action"`，条件节点→`"condition"`，控制流节点→`"Sequence"`/`"Selector"`/`"Parallel"`（与`name`字段值完全一致）；
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2. **`name`**：必须是上述JSON中`actions`/`conditions`/`control_flow`下的`name`值（如“gps_status”不可错写为“gps_check”）；
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3. **`params`**：严格匹配上述节点的`params`定义，无自定义参数（如优先级排序不可加“priority”字段，仅用`description`）；
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4. **`children`**：仅控制流节点必含（子节点数组），动作/条件节点无此字段。
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## 三、行为树固定结构（通用不变，确保安全验证）
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根节点必须是`Parallel`，`children`含`MainTask`（Sequence）和`SafetyMonitor`（Selector），结构不随任务类型（含优先级排序）修改：
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```json
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{
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"root": {
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"type": "Parallel",
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"name": "MissionWithSafety",
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"params": {"policy": "all_success"},
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"children": [
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{
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"type": "Sequence",
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"name": "MainTask",
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"params": {},
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"children": [
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// 通用主任务步骤（含优先级排序任务示例，需按用户指令替换）：
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{"type":"action","name":"preflight_checks","params":{"check_level":"comprehensive"}},
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{"type":"action","name":"takeoff","params":{"altitude":10.0}},
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{"type":"action","name":"fly_to_waypoint","params":{"x":200.0,"y":150.0,"z":10.0}}, // 搜索区坐标（用户未给时填合理值）
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{"type":"action","name":"search_pattern","params":{"pattern_type":"grid","center_x":200.0,"center_y":150.0,"center_z":10.0,"radius":50.0,"target_class":"balloon","description":"红色"}},
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{"type":"condition","name":"object_detected","params":{"target_class":"balloon","description":"红色"}}, // 确认高优先级目标
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{"type":"action","name":"track_object","params":{"target_class":"balloon","description":"红色","track_time":30.0}},
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{"type":"action","name":"strike_target","params":{"target_class":"balloon","description":"红色"}},
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{"type":"action","name":"land","params":{"mode":"home"}}
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]
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},
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{
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"type": "Selector",
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"name": "SafetyMonitor",
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"params": {"memory": true},
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"children": [
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{"type":"condition","name":"battery_above","params":{"threshold":0.3}},
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{"type":"condition","name":"gps_status","params":{"min_satellites":8}},
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{
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"type":"Sequence",
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"name":"EmergencyHandler",
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"params": {},
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"children": [
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{"type":"action","name":"emergency_return","params":{"reason":"safety_breach"}},
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{"type":"action","name":"land","params":{"mode":"home"}}
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]
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}
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]
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}
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]
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}
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}
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```
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## 四、优先级排序任务通用示例
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当用户指令中明确提出有多个待考察且具有优先级关系的物体时，节点描述须为优先级关系。比如当指令为已知有三个气球，危险级关系为红色气球大于蓝色气球大于绿色气球，要求优先跟踪最危险的气球时，节点的描述参考下表情形。
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| 用户指令场景 | `target_class` | `description` | 核心节点示例（search_pattern） |
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|-----------------------------|-----------------|-------------------------|------------------------------------------------------------------------------------------------|
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| 红气球＞蓝气球＞绿气球 | `balloon` | `（红＞蓝＞绿）` | `{"type":"action","name":"search_pattern","params":{"pattern_type":"grid","center_x":200,"center_y":150,"center_z":10,"radius":50,"target_class":"balloon","description":"（红＞蓝＞绿）"}}` |
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| 军用卡车＞民用卡车＞面包车 | `truck` | `（军用卡车＞民用卡车＞面包车）` | `{"type":"action","name":"object_detect","params":{"target_class":"truck","description":"（军用卡车＞民用卡车＞面包车）"}}` |
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## 五、高频错误规避（确保验证通过）
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1. 优先级排序不可修改`target_class`：如“民用卡车、面包车与军用卡车中，军用卡车优先”，`target_class`仍为`truck`，仅用`description`填排序规则；
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2. 在没有明确指出物体之间的优先级关系情况下，`description`字段只描述物体属性本身，严禁与用户指令中不存在的物体进行排序；
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3. `track_object`必传`track_time`：不可用`duration`替代（如跟踪30秒填`"track_time":30.0`）；
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4. `gps_status`的`min_satellites`必须在6-15之间（如8，不可缺省）；
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5. 无自定义节点：“锁定高优先级目标”需通过`object_detect`+`object_detected`实现，不可用“lock_high_risk_target”。
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## 六、输出要求
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仅输出1个严格符合上述所有规则的JSON对象，**确保：1. 优先级排序逻辑正确填入`description`；2. `target_class`匹配预定义列表；3. 行为树结构不变；4. 后端解析与Schema验证无错误**，无任何冗余内容。
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【强制规则】仅生成包含root的复杂行为树JSON，不得输出简单模式（不得包含mode字段或仅有action节点）。
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=== User Prompt ===
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已知目标检测红色气球危险性高于蓝色气球高于绿色气球，飞往搜索区搜索并锁定危险性最高的气球，对其跟踪30秒后进行打击操作
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---
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参考知识：
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以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：
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在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。
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在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。
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在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。
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---
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[2025-12-02 21:38:51]
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完整响应内容:
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[2025-12-02 21:38:51] {
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"root": {
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"type": "Parallel",
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"name": "MissionWithSafety",
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"params": {
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"policy": "all_success"
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},
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"children": [
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{
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"type": "Sequence",
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"name": "MainTask",
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"params": {},
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"children": [
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{
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"type": "action",
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"name": "preflight_checks",
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"params": {
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"check_level": "comprehensive"
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}
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},
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{
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"type": "action",
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"name": "takeoff",
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"params": {
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"altitude": 10.0
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}
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},
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{
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"type": "action",
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"name": "fly_to_waypoint",
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"params": {
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"x": 15.0,
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"y": -8.5,
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"z": 1.2
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}
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},
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{
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"type": "action",
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"name": "search_pattern",
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"params": {
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"pattern_type": "grid",
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"center_x": 15.0,
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"center_y": -8.5,
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"center_z": 1.1,
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"radius": 50.0,
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"target_class": "balloon",
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"description": "（红＞蓝＞绿）"
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}
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},
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{
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"type": "condition",
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"name": "object_detected",
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"params": {
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"target_class": "balloon",
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"description": "（红＞蓝＞绿）"
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}
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},
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{
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"type": "action",
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"name": "track_object",
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"params": {
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"target_class": "balloon",
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"description": "（红＞蓝＞绿）",
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"track_time": 30.0
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}
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},
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{
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"type": "action",
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"name": "strike_target",
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"params": {
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"target_class": "balloon",
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"description": "（红＞蓝＞绿）"
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}
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}
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]
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},
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{
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"type": "Selector",
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"name": "SafetyMonitor",
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"params": {
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"memory": true
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},
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"children": [
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{
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"type": "condition",
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"name": "battery_above",
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"params": {
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"threshold": 0.3
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}
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},
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{
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"type": "condition",
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"name": "gps_status",
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"params": {
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"min_satellites": 8
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}
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},
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{
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"type": "Sequence",
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"name": "EmergencyHandler",
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"params": {},
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"children": [
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{
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"type": "action",
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"name": "emergency_return",
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"params": {
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"reason": "safety_breach"
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}
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},
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{
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"type": "action",
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"name": "land",
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"params": {
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"mode": "home"
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}
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}
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]
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}
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]
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}
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]
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},
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"plan_id": "a4ed4c91-a277-4ab5-b3c1-7fd351f0e844",
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"visualization_url": "/static/py_tree.png",
|
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"final_prompt": "=== System Prompt ===\n任务：根据用户任意任务指令，生成结构化可执行的无人机行为树（Pytree）JSON。**仅输出单一JSON对象，无任何自然语言、注释或额外内容**。\n\n## 一、核心节点定义（格式不可修改，确保后端解析）\n#### 1. 可用节点定义 (必须遵守)\n你必须严格从以下JSON定义的列表中选择节点构建行为树，不允许使用未定义节点：\n```json\n{\n \"actions\": [\n {\"name\":\"takeoff\",\"params\":{\"altitude\":\"float[1,100]，默认2\"}},\n {\"name\":\"land\",\"params\":{\"mode\":\"'current'/'home'\"}},\n {\"name\":\"fly_to_waypoint\",\"params\":{\"x\":\"±10000\",\"y\":\"±10000\",\"z\":\"[1,5000]\",\"acceptance_radius\":\"默认2.0\"}},\n {\"name\":\"move_direction\",\"params\":{\"direction\":\"north/south/east/west/forward/backward/left/right\",\"distance\":\"[1,10000]，缺省持续移动\"}},\n {\"name\":\"orbit_around_point\",\"params\":{\"center_x\":\"±10000\",\"center_y\":\"±10000\",\"center_z\":\"[1,5000]\",\"radius\":\"[5,1000]\",\"laps\":\"[1,20]\",\"clockwise\":\"默认true\",\"speed_mps\":\"[0.5,15]\",\"gimbal_lock\":\"默认true\"}},\n {\"name\":\"orbit_around_target\",\"params\":{\"target_class\":\"见object_detect列表\",\"description\":\"可选，目标属性\",\"radius\":\"[5,1000]\",\"laps\":\"[1,20]\",\"clockwise\":\"默认true\",\"speed_mps\":\"[0.5,15]\",\"gimbal_lock\":\"默认true\"}},\n {\"name\":\"loiter\",\"params\":{\"duration\":\"[1,600]秒/until_condition:可选\"}},\n {\"name\":\"object_detect\",\"params\":{\"target_class\":\"person,bicycle,car,motorcycle,airplane,bus,train,truck,boat,traffic_light,fire_hydrant,stop_sign,parking_meter,bench,bird,cat,dog,horse,sheep,cow,elephant,bear,zebra,giraffe,backpack,umbrella,handbag,tie,suitcase,frisbee,skis,snowboard,sports_ball,kite,baseball_bat,baseball_glove,skateboard,surfboard,tennis_racket,bottle,wine_glass,cup,fork,knife,spoon,bowl,banana,apple,sandwich,orange,broccoli,carrot,hot_dog,pizza,donut,cake,chair,couch,potted_plant,bed,dining_table,toilet,tv,laptop,mouse,remote,keyboard,cell_phone,microwave,oven,toaster,sink,refrigerator,book,clock,vase,scissors,teddy_bear,hair_drier,toothbrush\",\"description\":\"可选，\",\"count\":\"默认1\"}},\n {\"name\":\"strike_target\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"battle_damage_assessment\",\"params\":{\"target_class\":\"同object_detect\",\"assessment_time\":\"[5,60]，默认15\"}},\n {\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"spiral/grid\",\"center_x\":\"±10000\",\"center_y\":\"±10000\",\"center_z\":\"[1,5000]\",\"radius\":\"[5,1000]\",\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"track_object\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"track_time\":\"[1,600]秒（必传，不可用'duration'）\",\"min_confidence\":\"[0.5,1.0]默认0.7\",\"safe_distance\":\"[2,50]默认10\"}},\n {\"name\":\"deliver_payload\",\"params\":{\"payload_type\":\"string\",\"release_altitude\":\"[2,100]默认5\"}},\n {\"name\":\"preflight_checks\",\"params\":{\"check_level\":\"basic/comprehensive\"}},\n {\"name\":\"emergency_return\",\"params\":{\"reason\":\"string\"}}\n ],\n \"conditions\": [\n {\"name\":\"battery_above\",\"params\":{\"threshold\":\"[0.0,1.0]，必传\"}},\n {\"name\":\"at_waypoint\",\"params\":{\"x\":\"±10000\",\"y\":\"±10000\",\"z\":\"[1,5000]\",\"tolerance\":\"默认3.0\"}},\n {\"name\":\"object_detected\",\"params\":{\"target_class\":\"同object_detect（必传）\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"target_destroyed\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"confidence\":\"[0.5,1.0]默认0.8\"}},\n {\"name\":\"time_elapsed\",\"params\":{\"duration\":\"[1,2700]秒\"}},\n {\"name\":\"gps_status\",\"params\":{\"min_satellites\":\"int[6,15]，必传（如8）\"}}\n ],\n \"control_flow\": [\n {\"name\":\"Sequence\",\"params\":{},\"children\":\"子节点数组（按序执行，全成功则成功）\"},\n {\"name\":\"Selector\",\"params\":{\"memory\":\"默认true\"},\"children\":\"子节点数组（执行到成功为止）\"},\n {\"name\":\"Parallel\",\"params\":{\"policy\":\"all_success\"},\"children\":\"子节点数组（同时执行，严禁用'one_success'）\"}\n ]\n}\n```\n\n\n## 二、节点必填字段（后端Schema强制要求，缺一验证失败）\n每个节点必须包含以下字段，字段名/类型不可自定义：\n1. **`type`**： \n - 动作节点→`\"action\"`，条件节点→`\"condition\"`，控制流节点→`\"Sequence\"`/`\"Selector\"`/`\"Parallel\"`（与`name`字段值完全一致）；\n2. **`name`**：必须是上述JSON中`actions`/`conditions`/`control_flow`下的`name`值（如“gps_status”不可错写为“gps_check”）；\n3. **`params`**：严格匹配上述节点的`params`定义，无自定义参数（如优先级排序不可加“priority”字段，仅用`description`）；\n4. **`children`**：仅控制流节点必含（子节点数组），动作/条件节点无此字段。\n\n\n## 三、行为树固定结构（通用不变，确保安全验证）\n根节点必须是`Parallel`，`children`含`MainTask`（Sequence）和`SafetyMonitor`（Selector），结构不随任务类型（含优先级排序）修改：\n```json\n{\n \"root\": {\n \"type\": \"Parallel\",\n \"name\": \"MissionWithSafety\",\n \"params\": {\"policy\": \"all_success\"},\n \"children\": [\n {\n \"type\": \"Sequence\",\n \"name\": \"MainTask\",\n \"params\": {},\n \"children\": [\n // 通用主任务步骤（含优先级排序任务示例，需按用户指令替换）：\n {\"type\":\"action\",\"name\":\"preflight_checks\",\"params\":{\"check_level\":\"comprehensive\"}},\n {\"type\":\"action\",\"name\":\"takeoff\",\"params\":{\"altitude\":10.0}},\n {\"type\":\"action\",\"name\":\"fly_to_waypoint\",\"params\":{\"x\":200.0,\"y\":150.0,\"z\":10.0}}, // 搜索区坐标（用户未给时填合理值）\n {\"type\":\"action\",\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"grid\",\"center_x\":200.0,\"center_y\":150.0,\"center_z\":10.0,\"radius\":50.0,\"target_class\":\"balloon\",\"description\":\"红色\"}},\n {\"type\":\"condition\",\"name\":\"object_detected\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\"}}, // 确认高优先级目标\n {\"type\":\"action\",\"name\":\"track_object\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\",\"track_time\":30.0}},\n {\"type\":\"action\",\"name\":\"strike_target\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\"}},\n {\"type\":\"action\",\"name\":\"land\",\"params\":{\"mode\":\"home\"}}\n ]\n },\n {\n \"type\": \"Selector\",\n \"name\": \"SafetyMonitor\",\n \"params\": {\"memory\": true},\n \"children\": [\n {\"type\":\"condition\",\"name\":\"battery_above\",\"params\":{\"threshold\":0.3}},\n {\"type\":\"condition\",\"name\":\"gps_status\",\"params\":{\"min_satellites\":8}},\n {\n \"type\":\"Sequence\",\n \"name\":\"EmergencyHandler\",\n \"params\": {},\n \"children\": [\n {\"type\":\"action\",\"name\":\"emergency_return\",\"params\":{\"reason\":\"safety_breach\"}},\n {\"type\":\"action\",\"name\":\"land\",\"params\":{\"mode\":\"home\"}}\n ]\n }\n ]\n }\n ]\n }\n}\n```\n\n\n## 四、优先级排序任务通用示例\n当用户指令中明确提出有多个待考察且具有优先级关系的物体时，节点描述须为优先级关系。比如当指令为已知有三个气球，危险级关系为红色气球大于蓝色气球大于绿色气球，要求优先跟踪最危险的气球时，节点的描述参考下表情形。\n| 用户指令场景 | `target_class` | `description` | 核心节点示例（search_pattern） |\n|-----------------------------|-----------------|-------------------------|------------------------------------------------------------------------------------------------|\n| 红气球＞蓝气球＞绿气球 | `balloon` | `（红＞蓝＞绿）` | `{\"type\":\"action\",\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"grid\",\"center_x\":200,\"center_y\":150,\"center_z\":10,\"radius\":50,\"target_class\":\"balloon\",\"description\":\"（红＞蓝＞绿）\"}}` |\n| 军用卡车＞民用卡车＞面包车 | `truck` | `（军用卡车＞民用卡车＞面包车）` | `{\"type\":\"action\",\"name\":\"object_detect\",\"params\":{\"target_class\":\"truck\",\"description\":\"（军用卡车＞民用卡车＞面包车）\"}}` |\n\n\n## 五、高频错误规避（确保验证通过）\n1. 优先级排序不可修改`target_class`：如“民用卡车、面包车与军用卡车中，军用卡车优先”，`target_class`仍为`truck`，仅用`description`填排序规则；\n2. 在没有明确指出物体之间的优先级关系情况下，`description`字段只描述物体属性本身，严禁与用户指令中不存在的物体进行排序；\n3. `track_object`必传`track_time`：不可用`duration`替代（如跟踪30秒填`\"track_time\":30.0`）；\n4. `gps_status`的`min_satellites`必须在6-15之间（如8，不可缺省）；\n5. 无自定义节点：“锁定高优先级目标”需通过`object_detect`+`object_detected`实现，不可用“lock_high_risk_target”。\n\n\n## 六、输出要求\n仅输出1个严格符合上述所有规则的JSON对象，**确保：1. 优先级排序逻辑正确填入`description`；2. `target_class`匹配预定义列表；3. 行为树结构不变；4. 后端解析与Schema验证无错误**，无任何冗余内容。\n\n\n【强制规则】仅生成包含root的复杂行为树JSON，不得输出简单模式（不得包含mode字段或仅有action节点）。\n\n=== User Prompt ===\n已知目标检测红色气球危险性高于蓝色气球高于绿色气球，飞往搜索区搜索并锁定危险性最高的气球，对其跟踪30秒后进行打击操作\n\n---\n参考知识：\n以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：\n在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。\n\n在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。\n\n在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。\n---"
|
||
}
|
||
[2025-12-02 21:38:51]
|
||
--- Validation Checks ---
|
||
[2025-12-02 21:38:51] PASS: Response is a valid JSON object.
|
||
[2025-12-02 21:38:51] PASS: Response contains a valid 'root' key.
|
||
[2025-12-02 21:38:51] PASS: Response contains a valid 'visualization_url': /static/py_tree.png
|
||
[2025-12-02 21:38:51] ✅ Test completed successfully
|
||
[2025-12-02 21:38:51] ================================================================================
|
||
[2025-12-02 21:38:51]
|
||
[2025-12-03 16:49:51] ================================================================================
|
||
[2025-12-03 16:49:51] --- API Test: Generate Plan ---
|
||
[2025-12-03 16:49:51] URL: http://127.0.0.1:8000/generate_plan
|
||
[2025-12-03 16:49:51] Sending Prompt: "起飞"
|
||
[2025-12-03 16:49:57] ✅ Received Response:
|
||
[2025-12-03 16:49:57]
|
||
📝 原始Prompt:
|
||
[2025-12-03 16:49:57] 起飞
|
||
[2025-12-03 16:49:57] (注: 组织后的prompt未在API响应中返回，如需查看请检查后端日志)
|
||
[2025-12-03 16:49:57]
|
||
完整响应内容:
|
||
[2025-12-03 16:49:57] {
|
||
"error": "在3次尝试后，仍未能生成一个有效的Pytree。"
|
||
}
|
||
[2025-12-03 16:49:57]
|
||
--- Validation Checks ---
|
||
[2025-12-03 16:49:57] PASS: Response is a valid JSON object.
|
||
[2025-12-03 16:49:57] FAIL: Response does not contain a valid 'root' key.
|
||
[2025-12-03 16:49:57] FAIL: Response does not contain a valid 'visualization_url'.
|
||
[2025-12-03 16:49:57] ✅ Test completed successfully
|
||
[2025-12-03 16:49:57] ================================================================================
|
||
[2025-12-03 16:49:57]
|
||
[2025-12-03 16:56:53] ================================================================================
|
||
[2025-12-03 16:56:53] --- API Test: Generate Plan ---
|
||
[2025-12-03 16:56:53] URL: http://127.0.0.1:8000/generate_plan
|
||
[2025-12-03 16:56:53] Sending Prompt: "起飞"
|
||
[2025-12-03 16:56:59] ✅ Received Response:
|
||
[2025-12-03 16:56:59]
|
||
📝 原始Prompt:
|
||
[2025-12-03 16:56:59] 起飞
|
||
[2025-12-03 16:56:59] (注: 组织后的prompt未在API响应中返回，如需查看请检查后端日志)
|
||
[2025-12-03 16:56:59]
|
||
完整响应内容:
|
||
[2025-12-03 16:56:59] {
|
||
"error": "在3次尝试后，仍未能生成一个有效的Pytree。"
|
||
}
|
||
[2025-12-03 16:56:59]
|
||
--- Validation Checks ---
|
||
[2025-12-03 16:56:59] PASS: Response is a valid JSON object.
|
||
[2025-12-03 16:56:59] FAIL: Response does not contain a valid 'root' key.
|
||
[2025-12-03 16:56:59] FAIL: Response does not contain a valid 'visualization_url'.
|
||
[2025-12-03 16:56:59] ✅ Test completed successfully
|
||
[2025-12-03 16:56:59] ================================================================================
|
||
[2025-12-03 16:56:59]
|
||
[2025-12-03 17:00:50] ================================================================================
|
||
[2025-12-03 17:00:50] --- API Test: Generate Plan ---
|
||
[2025-12-03 17:00:50] URL: http://127.0.0.1:8000/generate_plan
|
||
[2025-12-03 17:00:50] Sending Prompt: "起飞"
|
||
[2025-12-03 17:00:55] ✅ Received Response:
|
||
[2025-12-03 17:00:55]
|
||
📝 原始Prompt:
|
||
[2025-12-03 17:00:55] 起飞
|
||
[2025-12-03 17:00:55] (注: 组织后的prompt未在API响应中返回，如需查看请检查后端日志)
|
||
[2025-12-03 17:00:55]
|
||
完整响应内容:
|
||
[2025-12-03 17:00:55] {
|
||
"error": "在3次尝试后，仍未能生成一个有效的Pytree。"
|
||
}
|
||
[2025-12-03 17:00:55]
|
||
--- Validation Checks ---
|
||
[2025-12-03 17:00:55] PASS: Response is a valid JSON object.
|
||
[2025-12-03 17:00:55] FAIL: Response does not contain a valid 'root' key.
|
||
[2025-12-03 17:00:55] FAIL: Response does not contain a valid 'visualization_url'.
|
||
[2025-12-03 17:00:55] ✅ Test completed successfully
|
||
[2025-12-03 17:00:55] ================================================================================
|
||
[2025-12-03 17:00:55]
|
||
[2025-12-03 17:01:59] ================================================================================
|
||
[2025-12-03 17:01:59] --- API Test: Generate Plan ---
|
||
[2025-12-03 17:01:59] URL: http://127.0.0.1:8000/generate_plan
|
||
[2025-12-03 17:01:59] Sending Prompt: "起飞"
|
||
[2025-12-03 17:02:02] ✅ Received Response:
|
||
[2025-12-03 17:02:02]
|
||
📝 组织后的Prompt:
|
||
[2025-12-03 17:02:02] === System Prompt ===
|
||
你是一个无人机简单指令执行规划器。你的任务：当用户给出“简单指令”（单一原子动作即可完成）时，输出一个严格的JSON对象。
|
||
|
||
输出要求（必须遵守）：
|
||
- 只输出一个JSON对象，不要任何解释或多余文本。
|
||
- JSON结构：
|
||
{"root":{"type":"action","name":"<action_name>","params":{...}}}
|
||
- root节点必须是action类型节点，不能是控制流节点。
|
||
|
||
示例：
|
||
- “起飞到10米” → {"root":{"type":"action","name":"takeoff","params":{"altitude":10.0}}}
|
||
- “移动到(120,80,20)” → {"root":{"type":"action","name":"fly_to_waypoint","params":{"x":120.0,"y":80.0,"z":20.0,"acceptance_radius":2.0}}}
|
||
- “飞机自检” → {"root":{"type":"action","name":"preflight_checks","params":{"check_level":"comprehensive"}}}
|
||
|
||
—— 可用节点定义——
|
||
```json
|
||
{
|
||
"actions": [
|
||
{"name": "takeoff", "description": "无人机从当前位置垂直起飞到指定的海拔高度。", "params": {"altitude": "float, 目标海拔高度(米)，范围[1, 100]，默认为2"}},
|
||
{"name": "land", "description": "降落无人机。可选择当前位置或返航点降落。", "params": {"mode": "string, 可选值: 'current'（当前位置）, 'home'（返航点）"}},
|
||
{"name": "fly_to_waypoint", "description": "导航至一个指定坐标点。使用相对坐标系（x,y,z），单位为米。", "params": {"x": "float", "y": "float", "z": "float", "acceptance_radius": "float, 可选，默认2.0"}},
|
||
{"name": "move_direction", "description": "按指定方向直线移动。方向可为绝对方位或相对机体朝向。", "params": {"direction": "string: north|south|east|west|forward|backward|left|right", "distance": "float[1,10000], 可选, 不指定则持续移动"}},
|
||
{"name": "orbit_around_point", "description": "以给定中心点为中心，等速圆周飞行指定圈数。", "params": {"center_x": "float", "center_y": "float", "center_z": "float", "radius": "float[5,1000]", "laps": "int[1,20]", "clockwise": "boolean, 可选, 默认true", "speed_mps": "float[0.5,15], 可选", "gimbal_lock": "boolean, 可选, 默认true"}},
|
||
{"name": "orbit_around_target", "description": "以目标为中心，等速圆周飞行指定圈数（需已有目标）。", "params": {"target_class": "string, 取值同object_detect列表", "description": "string, 可选", "radius": "float[5,1000]", "laps": "int[1,20]", "clockwise": "boolean, 可选, 默认true", "speed_mps": "float[0.5,15], 可选", "gimbal_lock": "boolean, 可选, 默认true"}},
|
||
{"name": "loiter", "description": "在当前位置上空悬停一段时间或直到条件触发。", "params": {"duration": "float, 可选[1,600]", "until_condition": "string, 可选"}},
|
||
{"name": "object_detect", "description": "识别特定目标对象。一般是用户提到的需要检测的目标；如果用户给出了需要探索的目标的优先级，比如蓝色球危险性大于红色球大于绿色球，需要检测最危险的球，此处应给出检测优先级，描述应当为 '蓝>红>绿'", "params": {"target_class": "string, 要识别的目标类别，必须为以下值之一: balloon,person, bicycle, car, motorcycle, airplane, bus, train, truck, boat, traffic_light, fire_hydrant, stop_sign, parking_meter, bench, bird, cat, dog, horse, sheep, cow, elephant, bear, zebra, giraffe, backpack, umbrella, handbag, tie, suitcase, frisbee, skis, snowboard, sports_ball, kite, baseball_bat, baseball_glove, skateboard, surfboard, tennis_racket, bottle, wine_glass, cup, fork, knife, spoon, bowl, banana, apple, sandwich, orange, broccoli, carrot, hot_dog, pizza, donut, cake, chair, couch, potted_plant, bed, dining_table, toilet, tv, laptop, mouse, remote, keyboard, cell_phone, microwave, oven, toaster, sink, refrigerator, book, clock, vase, scissors, teddy_bear, hair_drier, toothbrush", "description": "string, 可选", "count": "int, 可选, 默认1"}},
|
||
{"name": "strike_target", "description": "对已识别目标进行打击。", "params": {"target_class": "string", "description": "string, 可选", "count": "int, 可选, 默认1"}},
|
||
{"name": "battle_damage_assessment", "description": "战损评估。", "params": {"target_class": "string", "assessment_time": "float[5-60], 默认15.0"}},
|
||
{"name": "search_pattern", "description": "按模式搜索。", "params": {"pattern_type": "string: spiral|grid", "center_x": "float", "center_y": "float", "center_z": "float", "radius": "float[5,1000]", "target_class": "string", "description": "string, 可选", "count": "int, 可选, 默认1"}},
|
||
{"name": "track_object", "description": "持续跟踪目标。", "params": {"target_class": "string, 取值同object_detect列表", "description": "string, 可选", "track_time": "float[1,600], 默认30.0", "min_confidence": "float[0.5-1.0], 默认0.7", "safe_distance": "float[2-50], 默认10.0"}},
|
||
{"name": "deliver_payload", "description": "投放物资。", "params": {"payload_type": "string", "release_altitude": "float[2,100], 默认5.0"}},
|
||
{"name": "preflight_checks", "description": "飞行前系统自检。", "params": {"check_level": "string: basic|comprehensive"}},
|
||
{"name": "emergency_return", "description": "执行紧急返航程序。", "params": {"reason": "string"}}
|
||
],
|
||
"conditions": [
|
||
{"name": "battery_above", "description": "电池电量高于阈值。", "params": {"threshold": "float[0.0,1.0]"}},
|
||
{"name": "at_waypoint", "description": "在指定坐标容差范围内。", "params": {"x": "float", "y": "float", "z": "float", "tolerance": "float, 可选, 默认3.0"}},
|
||
{"name": "object_detected", "description": "检测到特定目标。", "params": {"target_class": "string", "description": "string, 可选", "count": "int, 可选, 默认1"}},
|
||
{"name": "target_destroyed", "description": "目标已被摧毁。", "params": {"target_class": "string", "description": "string, 可选", "confidence": "float[0.5-1.0], 默认0.8"}},
|
||
{"name": "time_elapsed", "description": "时间经过。", "params": {"duration": "float[1,2700]"}},
|
||
{"name": "gps_status", "description": "GPS状态良好。", "params": {"min_satellites": "int[6,15], 默认10"}}
|
||
]
|
||
}
|
||
```
|
||
|
||
—— 参数约束——
|
||
- takeoff.altitude: [1, 100]
|
||
- fly_to_waypoint.z: [1, 5000]
|
||
- fly_to_waypoint.x,y: [-10000, 10000]
|
||
- search_pattern.radius: [5, 1000]
|
||
- move_direction.distance: [1, 10000]
|
||
- orbit_around_point.radius: [5, 1000]
|
||
- orbit_around_target.radius: [5, 1000]
|
||
- orbit_around_point/target.laps: [1, 20]
|
||
- orbit_around_point/target.speed_mps: [0.5, 15]
|
||
- 若参考知识提供坐标，必须使用并裁剪到约束范围内
|
||
|
||
—— 口令转化规则（环绕类）——
|
||
- “环绕X米Y圈” → 若有目标上下文则使用 `orbit_around_target`，否则根据是否给出中心坐标选择 `orbit_around_point`；`radius=X`，`laps=Y`，默认 `clockwise=true`，`gimbal_lock=true`
|
||
- “顺时针/逆时针” → `clockwise=true/false`
|
||
- “等速” → 若未给速度则 `speed_mps` 采用默认值（例如3.0）；若口令指明速度，裁剪到[0.5,15]
|
||
- “以(x,y,z)为中心”/“当前位置为中心” → 选择 `orbit_around_point` 并填充 `center_x/center_y/center_z`
|
||
|
||
=== User Prompt ===
|
||
起飞
|
||
|
||
---
|
||
参考知识：
|
||
以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：
|
||
在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。
|
||
|
||
在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。
|
||
|
||
在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。
|
||
---
|
||
[2025-12-03 17:02:02]
|
||
完整响应内容:
|
||
[2025-12-03 17:02:02] {
|
||
"root": {
|
||
"type": "action",
|
||
"name": "takeoff",
|
||
"params": {
|
||
"altitude": 2.0
|
||
}
|
||
},
|
||
"plan_id": "d2bd4b4f-0ab4-44d3-8e14-93216d1c2227",
|
||
"visualization_url": "/static/py_tree.png",
|
||
"final_prompt": "=== System Prompt ===\n你是一个无人机简单指令执行规划器。你的任务：当用户给出“简单指令”（单一原子动作即可完成）时，输出一个严格的JSON对象。\n\n输出要求（必须遵守）：\n- 只输出一个JSON对象，不要任何解释或多余文本。\n- JSON结构：\n{\"root\":{\"type\":\"action\",\"name\":\"<action_name>\",\"params\":{...}}}\n- root节点必须是action类型节点，不能是控制流节点。\n\n示例：\n- “起飞到10米” → {\"root\":{\"type\":\"action\",\"name\":\"takeoff\",\"params\":{\"altitude\":10.0}}}\n- “移动到(120,80,20)” → {\"root\":{\"type\":\"action\",\"name\":\"fly_to_waypoint\",\"params\":{\"x\":120.0,\"y\":80.0,\"z\":20.0,\"acceptance_radius\":2.0}}}\n- “飞机自检” → {\"root\":{\"type\":\"action\",\"name\":\"preflight_checks\",\"params\":{\"check_level\":\"comprehensive\"}}}\n\n—— 可用节点定义——\n```json\n{\n \"actions\": [\n {\"name\": \"takeoff\", \"description\": \"无人机从当前位置垂直起飞到指定的海拔高度。\", \"params\": {\"altitude\": \"float, 目标海拔高度(米)，范围[1, 100]，默认为2\"}},\n {\"name\": \"land\", \"description\": \"降落无人机。可选择当前位置或返航点降落。\", \"params\": {\"mode\": \"string, 可选值: 'current'（当前位置）, 'home'（返航点）\"}},\n {\"name\": \"fly_to_waypoint\", \"description\": \"导航至一个指定坐标点。使用相对坐标系（x,y,z），单位为米。\", \"params\": {\"x\": \"float\", \"y\": \"float\", \"z\": \"float\", \"acceptance_radius\": \"float, 可选，默认2.0\"}},\n {\"name\": \"move_direction\", \"description\": \"按指定方向直线移动。方向可为绝对方位或相对机体朝向。\", \"params\": {\"direction\": \"string: north|south|east|west|forward|backward|left|right\", \"distance\": \"float[1,10000], 可选, 不指定则持续移动\"}},\n {\"name\": \"orbit_around_point\", \"description\": \"以给定中心点为中心，等速圆周飞行指定圈数。\", \"params\": {\"center_x\": \"float\", \"center_y\": \"float\", \"center_z\": \"float\", \"radius\": \"float[5,1000]\", \"laps\": \"int[1,20]\", \"clockwise\": \"boolean, 可选, 默认true\", \"speed_mps\": \"float[0.5,15], 可选\", \"gimbal_lock\": \"boolean, 可选, 默认true\"}},\n {\"name\": \"orbit_around_target\", \"description\": \"以目标为中心，等速圆周飞行指定圈数（需已有目标）。\", \"params\": {\"target_class\": \"string, 取值同object_detect列表\", \"description\": \"string, 可选\", \"radius\": \"float[5,1000]\", \"laps\": \"int[1,20]\", \"clockwise\": \"boolean, 可选, 默认true\", \"speed_mps\": \"float[0.5,15], 可选\", \"gimbal_lock\": \"boolean, 可选, 默认true\"}},\n {\"name\": \"loiter\", \"description\": \"在当前位置上空悬停一段时间或直到条件触发。\", \"params\": {\"duration\": \"float, 可选[1,600]\", \"until_condition\": \"string, 可选\"}},\n {\"name\": \"object_detect\", \"description\": \"识别特定目标对象。一般是用户提到的需要检测的目标；如果用户给出了需要探索的目标的优先级，比如蓝色球危险性大于红色球大于绿色球，需要检测最危险的球，此处应给出检测优先级，描述应当为 '蓝>红>绿'\", \"params\": {\"target_class\": \"string, 要识别的目标类别，必须为以下值之一: balloon,person, bicycle, car, motorcycle, airplane, bus, train, truck, boat, traffic_light, fire_hydrant, stop_sign, parking_meter, bench, bird, cat, dog, horse, sheep, cow, elephant, bear, zebra, giraffe, backpack, umbrella, handbag, tie, suitcase, frisbee, skis, snowboard, sports_ball, kite, baseball_bat, baseball_glove, skateboard, surfboard, tennis_racket, bottle, wine_glass, cup, fork, knife, spoon, bowl, banana, apple, sandwich, orange, broccoli, carrot, hot_dog, pizza, donut, cake, chair, couch, potted_plant, bed, dining_table, toilet, tv, laptop, mouse, remote, keyboard, cell_phone, microwave, oven, toaster, sink, refrigerator, book, clock, vase, scissors, teddy_bear, hair_drier, toothbrush\", \"description\": \"string, 可选\", \"count\": \"int, 可选, 默认1\"}},\n {\"name\": \"strike_target\", \"description\": \"对已识别目标进行打击。\", \"params\": {\"target_class\": \"string\", \"description\": \"string, 可选\", \"count\": \"int, 可选, 默认1\"}},\n {\"name\": \"battle_damage_assessment\", \"description\": \"战损评估。\", \"params\": {\"target_class\": \"string\", \"assessment_time\": \"float[5-60], 默认15.0\"}},\n {\"name\": \"search_pattern\", \"description\": \"按模式搜索。\", \"params\": {\"pattern_type\": \"string: spiral|grid\", \"center_x\": \"float\", \"center_y\": \"float\", \"center_z\": \"float\", \"radius\": \"float[5,1000]\", \"target_class\": \"string\", \"description\": \"string, 可选\", \"count\": \"int, 可选, 默认1\"}},\n {\"name\": \"track_object\", \"description\": \"持续跟踪目标。\", \"params\": {\"target_class\": \"string, 取值同object_detect列表\", \"description\": \"string, 可选\", \"track_time\": \"float[1,600], 默认30.0\", \"min_confidence\": \"float[0.5-1.0], 默认0.7\", \"safe_distance\": \"float[2-50], 默认10.0\"}},\n {\"name\": \"deliver_payload\", \"description\": \"投放物资。\", \"params\": {\"payload_type\": \"string\", \"release_altitude\": \"float[2,100], 默认5.0\"}},\n {\"name\": \"preflight_checks\", \"description\": \"飞行前系统自检。\", \"params\": {\"check_level\": \"string: basic|comprehensive\"}},\n {\"name\": \"emergency_return\", \"description\": \"执行紧急返航程序。\", \"params\": {\"reason\": \"string\"}}\n ],\n \"conditions\": [\n {\"name\": \"battery_above\", \"description\": \"电池电量高于阈值。\", \"params\": {\"threshold\": \"float[0.0,1.0]\"}},\n {\"name\": \"at_waypoint\", \"description\": \"在指定坐标容差范围内。\", \"params\": {\"x\": \"float\", \"y\": \"float\", \"z\": \"float\", \"tolerance\": \"float, 可选, 默认3.0\"}},\n {\"name\": \"object_detected\", \"description\": \"检测到特定目标。\", \"params\": {\"target_class\": \"string\", \"description\": \"string, 可选\", \"count\": \"int, 可选, 默认1\"}},\n {\"name\": \"target_destroyed\", \"description\": \"目标已被摧毁。\", \"params\": {\"target_class\": \"string\", \"description\": \"string, 可选\", \"confidence\": \"float[0.5-1.0], 默认0.8\"}},\n {\"name\": \"time_elapsed\", \"description\": \"时间经过。\", \"params\": {\"duration\": \"float[1,2700]\"}},\n {\"name\": \"gps_status\", \"description\": \"GPS状态良好。\", \"params\": {\"min_satellites\": \"int[6,15], 默认10\"}}\n ]\n}\n```\n\n—— 参数约束——\n- takeoff.altitude: [1, 100]\n- fly_to_waypoint.z: [1, 5000]\n- fly_to_waypoint.x,y: [-10000, 10000]\n- search_pattern.radius: [5, 1000]\n- move_direction.distance: [1, 10000]\n- orbit_around_point.radius: [5, 1000]\n- orbit_around_target.radius: [5, 1000]\n- orbit_around_point/target.laps: [1, 20]\n- orbit_around_point/target.speed_mps: [0.5, 15]\n- 若参考知识提供坐标，必须使用并裁剪到约束范围内\n\n—— 口令转化规则（环绕类）——\n- “环绕X米Y圈” → 若有目标上下文则使用 `orbit_around_target`，否则根据是否给出中心坐标选择 `orbit_around_point`；`radius=X`，`laps=Y`，默认 `clockwise=true`，`gimbal_lock=true`\n- “顺时针/逆时针” → `clockwise=true/false`\n- “等速” → 若未给速度则 `speed_mps` 采用默认值（例如3.0）；若口令指明速度，裁剪到[0.5,15]\n- “以(x,y,z)为中心”/“当前位置为中心” → 选择 `orbit_around_point` 并填充 `center_x/center_y/center_z`\n\n=== User Prompt ===\n起飞\n\n---\n参考知识：\n以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：\n在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。\n\n在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。\n\n在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。\n---"
|
||
}
|
||
[2025-12-03 17:02:02]
|
||
--- Validation Checks ---
|
||
[2025-12-03 17:02:02] PASS: Response is a valid JSON object.
|
||
[2025-12-03 17:02:02] PASS: Response contains a valid 'root' key.
|
||
[2025-12-03 17:02:02] PASS: Response contains a valid 'visualization_url': /static/py_tree.png
|
||
[2025-12-03 17:02:02] ✅ Test completed successfully
|
||
[2025-12-03 17:02:02] ================================================================================
|
||
[2025-12-03 17:02:02]
|
||
[2025-12-06 12:43:40] ================================================================================
|
||
[2025-12-06 12:43:40] --- API Test: Generate Plan ---
|
||
[2025-12-06 12:43:40] URL: http://127.0.0.1:8000/generate_plan
|
||
[2025-12-06 12:43:40] Sending Prompt: "起飞"
|
||
[2025-12-06 12:43:42] ✅ Received Response:
|
||
[2025-12-06 12:43:42]
|
||
📝 组织后的Prompt:
|
||
[2025-12-06 12:43:42] === System Prompt ===
|
||
你是一个无人机简单指令执行规划器。你的任务：当用户给出“简单指令”（单一原子动作即可完成）时，输出一个严格的JSON对象。
|
||
|
||
输出要求（必须遵守）：
|
||
- 只输出一个JSON对象，不要任何解释或多余文本。
|
||
- JSON结构：
|
||
{"root":{"type":"action","name":"<action_name>","params":{...}}}
|
||
- root节点必须是action类型节点，不能是控制流节点。
|
||
|
||
示例：
|
||
- “起飞到10米” → {"root":{"type":"action","name":"takeoff","params":{"altitude":10.0}}}
|
||
- “移动到(120,80,20)” → {"root":{"type":"action","name":"fly_to_waypoint","params":{"x":120.0,"y":80.0,"z":20.0,"acceptance_radius":2.0}}}
|
||
- “飞机自检” → {"root":{"type":"action","name":"preflight_checks","params":{"check_level":"comprehensive"}}}
|
||
|
||
—— 可用节点定义——
|
||
```json
|
||
{
|
||
"actions": [
|
||
{"name": "takeoff", "description": "无人机从当前位置垂直起飞到指定的海拔高度。", "params": {"altitude": "float, 目标海拔高度(米)，范围[1, 100]，默认为2"}},
|
||
{"name": "land", "description": "降落无人机。可选择当前位置或返航点降落。", "params": {"mode": "string, 可选值: 'current'（当前位置）, 'home'（返航点）"}},
|
||
{"name": "fly_to_waypoint", "description": "导航至一个指定坐标点。使用相对坐标系（x,y,z），单位为米。", "params": {"x": "float", "y": "float", "z": "float", "acceptance_radius": "float, 可选，默认2.0"}},
|
||
{"name": "move_direction", "description": "按指定方向直线移动。方向可为绝对方位或相对机体朝向。", "params": {"direction": "string: north|south|east|west|forward|backward|left|right", "distance": "float[1,10000], 可选, 不指定则持续移动"}},
|
||
{"name": "orbit_around_point", "description": "以给定中心点为中心，等速圆周飞行指定圈数。", "params": {"center_x": "float", "center_y": "float", "center_z": "float", "radius": "float[5,1000]", "laps": "int[1,20]", "clockwise": "boolean, 可选, 默认true", "speed_mps": "float[0.5,15], 可选", "gimbal_lock": "boolean, 可选, 默认true"}},
|
||
{"name": "orbit_around_target", "description": "以目标为中心，等速圆周飞行指定圈数（需已有目标）。", "params": {"target_class": "string, 取值同object_detect列表", "description": "string, 可选", "radius": "float[5,1000]", "laps": "int[1,20]", "clockwise": "boolean, 可选, 默认true", "speed_mps": "float[0.5,15], 可选", "gimbal_lock": "boolean, 可选, 默认true"}},
|
||
{"name": "loiter", "description": "在当前位置上空悬停一段时间或直到条件触发。", "params": {"duration": "float, 可选[1,600]", "until_condition": "string, 可选"}},
|
||
{"name": "object_detect", "description": "识别特定目标对象。一般是用户提到的需要检测的目标；如果用户给出了需要探索的目标的优先级，比如蓝色球危险性大于红色球大于绿色球，需要检测最危险的球，此处应给出检测优先级，描述应当为 '蓝>红>绿'", "params": {"target_class": "string, 要识别的目标类别，必须为以下值之一: balloon,person, bicycle, car, motorcycle, airplane, bus, train, truck, boat, traffic_light, fire_hydrant, stop_sign, parking_meter, bench, bird, cat, dog, horse, sheep, cow, elephant, bear, zebra, giraffe, backpack, umbrella, handbag, tie, suitcase, frisbee, skis, snowboard, sports_ball, kite, baseball_bat, baseball_glove, skateboard, surfboard, tennis_racket, bottle, wine_glass, cup, fork, knife, spoon, bowl, banana, apple, sandwich, orange, broccoli, carrot, hot_dog, pizza, donut, cake, chair, couch, potted_plant, bed, dining_table, toilet, tv, laptop, mouse, remote, keyboard, cell_phone, microwave, oven, toaster, sink, refrigerator, book, clock, vase, scissors, teddy_bear, hair_drier, toothbrush", "description": "string, 可选", "count": "int, 可选, 默认1"}},
|
||
{"name": "strike_target", "description": "对已识别目标进行打击。", "params": {"target_class": "string", "description": "string, 可选", "count": "int, 可选, 默认1"}},
|
||
{"name": "battle_damage_assessment", "description": "战损评估。", "params": {"target_class": "string", "assessment_time": "float[5-60], 默认15.0"}},
|
||
{"name": "search_pattern", "description": "按模式搜索。", "params": {"pattern_type": "string: spiral|grid", "center_x": "float", "center_y": "float", "center_z": "float", "radius": "float[5,1000]", "target_class": "string", "description": "string, 可选", "count": "int, 可选, 默认1"}},
|
||
{"name": "track_object", "description": "持续跟踪目标。", "params": {"target_class": "string, 取值同object_detect列表", "description": "string, 可选", "track_time": "float[1,600], 默认30.0", "min_confidence": "float[0.5-1.0], 默认0.7", "safe_distance": "float[2-50], 默认10.0"}},
|
||
{"name": "deliver_payload", "description": "投放物资。", "params": {"payload_type": "string", "release_altitude": "float[2,100], 默认5.0"}},
|
||
{"name": "preflight_checks", "description": "飞行前系统自检。", "params": {"check_level": "string: basic|comprehensive"}},
|
||
{"name": "emergency_return", "description": "执行紧急返航程序。", "params": {"reason": "string"}}
|
||
],
|
||
"conditions": [
|
||
{"name": "battery_above", "description": "电池电量高于阈值。", "params": {"threshold": "float[0.0,1.0]"}},
|
||
{"name": "at_waypoint", "description": "在指定坐标容差范围内。", "params": {"x": "float", "y": "float", "z": "float", "tolerance": "float, 可选, 默认3.0"}},
|
||
{"name": "object_detected", "description": "检测到特定目标。", "params": {"target_class": "string", "description": "string, 可选", "count": "int, 可选, 默认1"}},
|
||
{"name": "target_destroyed", "description": "目标已被摧毁。", "params": {"target_class": "string", "description": "string, 可选", "confidence": "float[0.5-1.0], 默认0.8"}},
|
||
{"name": "time_elapsed", "description": "时间经过。", "params": {"duration": "float[1,2700]"}},
|
||
{"name": "gps_status", "description": "GPS状态良好。", "params": {"min_satellites": "int[6,15], 默认10"}}
|
||
]
|
||
}
|
||
```
|
||
|
||
—— 参数约束——
|
||
- takeoff.altitude: [1, 100]
|
||
- fly_to_waypoint.z: [1, 5000]
|
||
- fly_to_waypoint.x,y: [-10000, 10000]
|
||
- search_pattern.radius: [5, 1000]
|
||
- move_direction.distance: [1, 10000]
|
||
- orbit_around_point.radius: [5, 1000]
|
||
- orbit_around_target.radius: [5, 1000]
|
||
- orbit_around_point/target.laps: [1, 20]
|
||
- orbit_around_point/target.speed_mps: [0.5, 15]
|
||
- 若参考知识提供坐标，必须使用并裁剪到约束范围内
|
||
|
||
—— 口令转化规则（环绕类）——
|
||
- “环绕X米Y圈” → 若有目标上下文则使用 `orbit_around_target`，否则根据是否给出中心坐标选择 `orbit_around_point`；`radius=X`，`laps=Y`，默认 `clockwise=true`，`gimbal_lock=true`
|
||
- “顺时针/逆时针” → `clockwise=true/false`
|
||
- “等速” → 若未给速度则 `speed_mps` 采用默认值（例如3.0）；若口令指明速度，裁剪到[0.5,15]
|
||
- “以(x,y,z)为中心”/“当前位置为中心” → 选择 `orbit_around_point` 并填充 `center_x/center_y/center_z`
|
||
|
||
=== User Prompt ===
|
||
起飞
|
||
|
||
---
|
||
参考知识：
|
||
以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：
|
||
在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。
|
||
|
||
在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。
|
||
|
||
在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。
|
||
---
|
||
[2025-12-06 12:43:42]
|
||
完整响应内容:
|
||
[2025-12-06 12:43:42] {
|
||
"root": {
|
||
"type": "action",
|
||
"name": "takeoff",
|
||
"params": {
|
||
"altitude": 2.0
|
||
}
|
||
},
|
||
"plan_id": "3057857d-45f9-4e2e-906c-e318338e8424",
|
||
"visualization_url": "/static/py_tree.png",
|
||
"final_prompt": "=== System Prompt ===\n你是一个无人机简单指令执行规划器。你的任务：当用户给出“简单指令”（单一原子动作即可完成）时，输出一个严格的JSON对象。\n\n输出要求（必须遵守）：\n- 只输出一个JSON对象，不要任何解释或多余文本。\n- JSON结构：\n{\"root\":{\"type\":\"action\",\"name\":\"<action_name>\",\"params\":{...}}}\n- root节点必须是action类型节点，不能是控制流节点。\n\n示例：\n- “起飞到10米” → {\"root\":{\"type\":\"action\",\"name\":\"takeoff\",\"params\":{\"altitude\":10.0}}}\n- “移动到(120,80,20)” → {\"root\":{\"type\":\"action\",\"name\":\"fly_to_waypoint\",\"params\":{\"x\":120.0,\"y\":80.0,\"z\":20.0,\"acceptance_radius\":2.0}}}\n- “飞机自检” → {\"root\":{\"type\":\"action\",\"name\":\"preflight_checks\",\"params\":{\"check_level\":\"comprehensive\"}}}\n\n—— 可用节点定义——\n```json\n{\n \"actions\": [\n {\"name\": \"takeoff\", \"description\": \"无人机从当前位置垂直起飞到指定的海拔高度。\", \"params\": {\"altitude\": \"float, 目标海拔高度(米)，范围[1, 100]，默认为2\"}},\n {\"name\": \"land\", \"description\": \"降落无人机。可选择当前位置或返航点降落。\", \"params\": {\"mode\": \"string, 可选值: 'current'（当前位置）, 'home'（返航点）\"}},\n {\"name\": \"fly_to_waypoint\", \"description\": \"导航至一个指定坐标点。使用相对坐标系（x,y,z），单位为米。\", \"params\": {\"x\": \"float\", \"y\": \"float\", \"z\": \"float\", \"acceptance_radius\": \"float, 可选，默认2.0\"}},\n {\"name\": \"move_direction\", \"description\": \"按指定方向直线移动。方向可为绝对方位或相对机体朝向。\", \"params\": {\"direction\": \"string: north|south|east|west|forward|backward|left|right\", \"distance\": \"float[1,10000], 可选, 不指定则持续移动\"}},\n {\"name\": \"orbit_around_point\", \"description\": \"以给定中心点为中心，等速圆周飞行指定圈数。\", \"params\": {\"center_x\": \"float\", \"center_y\": \"float\", \"center_z\": \"float\", \"radius\": \"float[5,1000]\", \"laps\": \"int[1,20]\", \"clockwise\": \"boolean, 可选, 默认true\", \"speed_mps\": \"float[0.5,15], 可选\", \"gimbal_lock\": \"boolean, 可选, 默认true\"}},\n {\"name\": \"orbit_around_target\", \"description\": \"以目标为中心，等速圆周飞行指定圈数（需已有目标）。\", \"params\": {\"target_class\": \"string, 取值同object_detect列表\", \"description\": \"string, 可选\", \"radius\": \"float[5,1000]\", \"laps\": \"int[1,20]\", \"clockwise\": \"boolean, 可选, 默认true\", \"speed_mps\": \"float[0.5,15], 可选\", \"gimbal_lock\": \"boolean, 可选, 默认true\"}},\n {\"name\": \"loiter\", \"description\": \"在当前位置上空悬停一段时间或直到条件触发。\", \"params\": {\"duration\": \"float, 可选[1,600]\", \"until_condition\": \"string, 可选\"}},\n {\"name\": \"object_detect\", \"description\": \"识别特定目标对象。一般是用户提到的需要检测的目标；如果用户给出了需要探索的目标的优先级，比如蓝色球危险性大于红色球大于绿色球，需要检测最危险的球，此处应给出检测优先级，描述应当为 '蓝>红>绿'\", \"params\": {\"target_class\": \"string, 要识别的目标类别，必须为以下值之一: balloon,person, bicycle, car, motorcycle, airplane, bus, train, truck, boat, traffic_light, fire_hydrant, stop_sign, parking_meter, bench, bird, cat, dog, horse, sheep, cow, elephant, bear, zebra, giraffe, backpack, umbrella, handbag, tie, suitcase, frisbee, skis, snowboard, sports_ball, kite, baseball_bat, baseball_glove, skateboard, surfboard, tennis_racket, bottle, wine_glass, cup, fork, knife, spoon, bowl, banana, apple, sandwich, orange, broccoli, carrot, hot_dog, pizza, donut, cake, chair, couch, potted_plant, bed, dining_table, toilet, tv, laptop, mouse, remote, keyboard, cell_phone, microwave, oven, toaster, sink, refrigerator, book, clock, vase, scissors, teddy_bear, hair_drier, toothbrush\", \"description\": \"string, 可选\", \"count\": \"int, 可选, 默认1\"}},\n {\"name\": \"strike_target\", \"description\": \"对已识别目标进行打击。\", \"params\": {\"target_class\": \"string\", \"description\": \"string, 可选\", \"count\": \"int, 可选, 默认1\"}},\n {\"name\": \"battle_damage_assessment\", \"description\": \"战损评估。\", \"params\": {\"target_class\": \"string\", \"assessment_time\": \"float[5-60], 默认15.0\"}},\n {\"name\": \"search_pattern\", \"description\": \"按模式搜索。\", \"params\": {\"pattern_type\": \"string: spiral|grid\", \"center_x\": \"float\", \"center_y\": \"float\", \"center_z\": \"float\", \"radius\": \"float[5,1000]\", \"target_class\": \"string\", \"description\": \"string, 可选\", \"count\": \"int, 可选, 默认1\"}},\n {\"name\": \"track_object\", \"description\": \"持续跟踪目标。\", \"params\": {\"target_class\": \"string, 取值同object_detect列表\", \"description\": \"string, 可选\", \"track_time\": \"float[1,600], 默认30.0\", \"min_confidence\": \"float[0.5-1.0], 默认0.7\", \"safe_distance\": \"float[2-50], 默认10.0\"}},\n {\"name\": \"deliver_payload\", \"description\": \"投放物资。\", \"params\": {\"payload_type\": \"string\", \"release_altitude\": \"float[2,100], 默认5.0\"}},\n {\"name\": \"preflight_checks\", \"description\": \"飞行前系统自检。\", \"params\": {\"check_level\": \"string: basic|comprehensive\"}},\n {\"name\": \"emergency_return\", \"description\": \"执行紧急返航程序。\", \"params\": {\"reason\": \"string\"}}\n ],\n \"conditions\": [\n {\"name\": \"battery_above\", \"description\": \"电池电量高于阈值。\", \"params\": {\"threshold\": \"float[0.0,1.0]\"}},\n {\"name\": \"at_waypoint\", \"description\": \"在指定坐标容差范围内。\", \"params\": {\"x\": \"float\", \"y\": \"float\", \"z\": \"float\", \"tolerance\": \"float, 可选, 默认3.0\"}},\n {\"name\": \"object_detected\", \"description\": \"检测到特定目标。\", \"params\": {\"target_class\": \"string\", \"description\": \"string, 可选\", \"count\": \"int, 可选, 默认1\"}},\n {\"name\": \"target_destroyed\", \"description\": \"目标已被摧毁。\", \"params\": {\"target_class\": \"string\", \"description\": \"string, 可选\", \"confidence\": \"float[0.5-1.0], 默认0.8\"}},\n {\"name\": \"time_elapsed\", \"description\": \"时间经过。\", \"params\": {\"duration\": \"float[1,2700]\"}},\n {\"name\": \"gps_status\", \"description\": \"GPS状态良好。\", \"params\": {\"min_satellites\": \"int[6,15], 默认10\"}}\n ]\n}\n```\n\n—— 参数约束——\n- takeoff.altitude: [1, 100]\n- fly_to_waypoint.z: [1, 5000]\n- fly_to_waypoint.x,y: [-10000, 10000]\n- search_pattern.radius: [5, 1000]\n- move_direction.distance: [1, 10000]\n- orbit_around_point.radius: [5, 1000]\n- orbit_around_target.radius: [5, 1000]\n- orbit_around_point/target.laps: [1, 20]\n- orbit_around_point/target.speed_mps: [0.5, 15]\n- 若参考知识提供坐标，必须使用并裁剪到约束范围内\n\n—— 口令转化规则（环绕类）——\n- “环绕X米Y圈” → 若有目标上下文则使用 `orbit_around_target`，否则根据是否给出中心坐标选择 `orbit_around_point`；`radius=X`，`laps=Y`，默认 `clockwise=true`，`gimbal_lock=true`\n- “顺时针/逆时针” → `clockwise=true/false`\n- “等速” → 若未给速度则 `speed_mps` 采用默认值（例如3.0）；若口令指明速度，裁剪到[0.5,15]\n- “以(x,y,z)为中心”/“当前位置为中心” → 选择 `orbit_around_point` 并填充 `center_x/center_y/center_z`\n\n=== User Prompt ===\n起飞\n\n---\n参考知识：\n以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：\n在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。\n\n在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。\n\n在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。\n---"
|
||
}
|
||
[2025-12-06 12:43:42]
|
||
--- Validation Checks ---
|
||
[2025-12-06 12:43:42] PASS: Response is a valid JSON object.
|
||
[2025-12-06 12:43:42] PASS: Response contains a valid 'root' key.
|
||
[2025-12-06 12:43:42] PASS: Response contains a valid 'visualization_url': /static/py_tree.png
|
||
[2025-12-06 12:43:42] ✅ Test completed successfully
|
||
[2025-12-06 12:43:42] ================================================================================
|
||
[2025-12-06 12:43:42]
|
||
[2025-12-06 13:09:11] ================================================================================
|
||
[2025-12-06 13:09:11] --- API Test: Generate Plan ---
|
||
[2025-12-06 13:09:11] URL: http://127.0.0.1:8000/generate_plan
|
||
[2025-12-06 13:09:11] Sending Prompt: "起飞"
|
||
[2025-12-06 13:09:13] ✅ Received Response:
|
||
[2025-12-06 13:09:13]
|
||
📝 组织后的Prompt:
|
||
[2025-12-06 13:09:13] === System Prompt ===
|
||
你是一个无人机简单指令执行规划器。你的任务：当用户给出“简单指令”（单一原子动作即可完成）时，输出一个严格的JSON对象。
|
||
|
||
输出要求（必须遵守）：
|
||
- 只输出一个JSON对象，不要任何解释或多余文本。
|
||
- JSON结构：
|
||
{"root":{"type":"action","name":"<action_name>","params":{...}}}
|
||
- root节点必须是action类型节点，不能是控制流节点。
|
||
|
||
示例：
|
||
- “起飞到10米” → {"root":{"type":"action","name":"takeoff","params":{"altitude":10.0}}}
|
||
- “移动到(120,80,20)” → {"root":{"type":"action","name":"fly_to_waypoint","params":{"x":120.0,"y":80.0,"z":20.0,"acceptance_radius":2.0}}}
|
||
- “飞机自检” → {"root":{"type":"action","name":"preflight_checks","params":{"check_level":"comprehensive"}}}
|
||
|
||
—— 可用节点定义——
|
||
```json
|
||
{
|
||
"actions": [
|
||
{"name": "takeoff", "description": "无人机从当前位置垂直起飞到指定的海拔高度。", "params": {"altitude": "float, 目标海拔高度(米)，范围[1, 100]，默认为2"}},
|
||
{"name": "land", "description": "降落无人机。可选择当前位置或返航点降落。", "params": {"mode": "string, 可选值: 'current'（当前位置）, 'home'（返航点）"}},
|
||
{"name": "fly_to_waypoint", "description": "导航至一个指定坐标点。使用相对坐标系（x,y,z），单位为米。", "params": {"x": "float", "y": "float", "z": "float", "acceptance_radius": "float, 可选，默认2.0"}},
|
||
{"name": "move_direction", "description": "按指定方向直线移动。方向可为绝对方位或相对机体朝向。", "params": {"direction": "string: north|south|east|west|forward|backward|left|right", "distance": "float[1,10000], 可选, 不指定则持续移动"}},
|
||
{"name": "orbit_around_point", "description": "以给定中心点为中心，等速圆周飞行指定圈数。", "params": {"center_x": "float", "center_y": "float", "center_z": "float", "radius": "float[5,1000]", "laps": "int[1,20]", "clockwise": "boolean, 可选, 默认true", "speed_mps": "float[0.5,15], 可选", "gimbal_lock": "boolean, 可选, 默认true"}},
|
||
{"name": "orbit_around_target", "description": "以目标为中心，等速圆周飞行指定圈数（需已有目标）。", "params": {"target_class": "string, 取值同object_detect列表", "description": "string, 可选", "radius": "float[5,1000]", "laps": "int[1,20]", "clockwise": "boolean, 可选, 默认true", "speed_mps": "float[0.5,15], 可选", "gimbal_lock": "boolean, 可选, 默认true"}},
|
||
{"name": "loiter", "description": "在当前位置上空悬停一段时间或直到条件触发。", "params": {"duration": "float, 可选[1,600]", "until_condition": "string, 可选"}},
|
||
{"name": "object_detect", "description": "识别特定目标对象。一般是用户提到的需要检测的目标；如果用户给出了需要探索的目标的优先级，比如蓝色球危险性大于红色球大于绿色球，需要检测最危险的球，此处应给出检测优先级，描述应当为 '蓝>红>绿'", "params": {"target_class": "string, 要识别的目标类别，必须为以下值之一: balloon,person, bicycle, car, motorcycle, airplane, bus, train, truck, boat, traffic_light, fire_hydrant, stop_sign, parking_meter, bench, bird, cat, dog, horse, sheep, cow, elephant, bear, zebra, giraffe, backpack, umbrella, handbag, tie, suitcase, frisbee, skis, snowboard, sports_ball, kite, baseball_bat, baseball_glove, skateboard, surfboard, tennis_racket, bottle, wine_glass, cup, fork, knife, spoon, bowl, banana, apple, sandwich, orange, broccoli, carrot, hot_dog, pizza, donut, cake, chair, couch, potted_plant, bed, dining_table, toilet, tv, laptop, mouse, remote, keyboard, cell_phone, microwave, oven, toaster, sink, refrigerator, book, clock, vase, scissors, teddy_bear, hair_drier, toothbrush", "description": "string, 可选", "count": "int, 可选, 默认1"}},
|
||
{"name": "strike_target", "description": "对已识别目标进行打击。", "params": {"target_class": "string", "description": "string, 可选", "count": "int, 可选, 默认1"}},
|
||
{"name": "battle_damage_assessment", "description": "战损评估。", "params": {"target_class": "string", "assessment_time": "float[5-60], 默认15.0"}},
|
||
{"name": "search_pattern", "description": "按模式搜索。", "params": {"pattern_type": "string: spiral|grid", "center_x": "float", "center_y": "float", "center_z": "float", "radius": "float[5,1000]", "target_class": "string", "description": "string, 可选", "count": "int, 可选, 默认1"}},
|
||
{"name": "track_object", "description": "持续跟踪目标。", "params": {"target_class": "string, 取值同object_detect列表", "description": "string, 可选", "track_time": "float[1,600], 默认30.0", "min_confidence": "float[0.5-1.0], 默认0.7", "safe_distance": "float[2-50], 默认10.0"}},
|
||
{"name": "deliver_payload", "description": "投放物资。", "params": {"payload_type": "string", "release_altitude": "float[2,100], 默认5.0"}},
|
||
{"name": "preflight_checks", "description": "飞行前系统自检。", "params": {"check_level": "string: basic|comprehensive"}}
|
||
],
|
||
"conditions": [
|
||
{"name": "at_waypoint", "description": "在指定坐标容差范围内。", "params": {"x": "float", "y": "float", "z": "float", "tolerance": "float, 可选, 默认3.0"}},
|
||
{"name": "object_detected", "description": "检测到特定目标。", "params": {"target_class": "string", "description": "string, 可选", "count": "int, 可选, 默认1"}},
|
||
{"name": "target_destroyed", "description": "目标已被摧毁。", "params": {"target_class": "string", "description": "string, 可选", "confidence": "float[0.5-1.0], 默认0.8"}},
|
||
{"name": "time_elapsed", "description": "时间经过。", "params": {"duration": "float[1,2700]"}}
|
||
]
|
||
}
|
||
```
|
||
|
||
—— 参数约束——
|
||
- takeoff.altitude: [1, 100]
|
||
- fly_to_waypoint.z: [1, 5000]
|
||
- fly_to_waypoint.x,y: [-10000, 10000]
|
||
- search_pattern.radius: [5, 1000]
|
||
- move_direction.distance: [1, 10000]
|
||
- orbit_around_point.radius: [5, 1000]
|
||
- orbit_around_target.radius: [5, 1000]
|
||
- orbit_around_point/target.laps: [1, 20]
|
||
- orbit_around_point/target.speed_mps: [0.5, 15]
|
||
- 若参考知识提供坐标，必须使用并裁剪到约束范围内
|
||
|
||
—— 口令转化规则（环绕类）——
|
||
- “环绕X米Y圈” → 若有目标上下文则使用 `orbit_around_target`，否则根据是否给出中心坐标选择 `orbit_around_point`；`radius=X`，`laps=Y`，默认 `clockwise=true`，`gimbal_lock=true`
|
||
- “顺时针/逆时针” → `clockwise=true/false`
|
||
- “等速” → 若未给速度则 `speed_mps` 采用默认值（例如3.0）；若口令指明速度，裁剪到[0.5,15]
|
||
- “以(x,y,z)为中心”/“当前位置为中心” → 选择 `orbit_around_point` 并填充 `center_x/center_y/center_z`
|
||
|
||
=== User Prompt ===
|
||
起飞
|
||
|
||
---
|
||
参考知识：
|
||
以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：
|
||
在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。
|
||
|
||
在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。
|
||
|
||
在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。
|
||
---
|
||
[2025-12-06 13:09:13]
|
||
完整响应内容:
|
||
[2025-12-06 13:09:13] {
|
||
"root": {
|
||
"type": "action",
|
||
"name": "takeoff",
|
||
"params": {
|
||
"altitude": 2.0
|
||
}
|
||
},
|
||
"plan_id": "81f74321-b55f-4cde-a408-c4669d618f53",
|
||
"visualization_url": "/static/py_tree.png",
|
||
"final_prompt": "=== System Prompt ===\n你是一个无人机简单指令执行规划器。你的任务：当用户给出“简单指令”（单一原子动作即可完成）时，输出一个严格的JSON对象。\n\n输出要求（必须遵守）：\n- 只输出一个JSON对象，不要任何解释或多余文本。\n- JSON结构：\n{\"root\":{\"type\":\"action\",\"name\":\"<action_name>\",\"params\":{...}}}\n- root节点必须是action类型节点，不能是控制流节点。\n\n示例：\n- “起飞到10米” → {\"root\":{\"type\":\"action\",\"name\":\"takeoff\",\"params\":{\"altitude\":10.0}}}\n- “移动到(120,80,20)” → {\"root\":{\"type\":\"action\",\"name\":\"fly_to_waypoint\",\"params\":{\"x\":120.0,\"y\":80.0,\"z\":20.0,\"acceptance_radius\":2.0}}}\n- “飞机自检” → {\"root\":{\"type\":\"action\",\"name\":\"preflight_checks\",\"params\":{\"check_level\":\"comprehensive\"}}}\n\n—— 可用节点定义——\n```json\n{\n \"actions\": [\n {\"name\": \"takeoff\", \"description\": \"无人机从当前位置垂直起飞到指定的海拔高度。\", \"params\": {\"altitude\": \"float, 目标海拔高度(米)，范围[1, 100]，默认为2\"}},\n {\"name\": \"land\", \"description\": \"降落无人机。可选择当前位置或返航点降落。\", \"params\": {\"mode\": \"string, 可选值: 'current'（当前位置）, 'home'（返航点）\"}},\n {\"name\": \"fly_to_waypoint\", \"description\": \"导航至一个指定坐标点。使用相对坐标系（x,y,z），单位为米。\", \"params\": {\"x\": \"float\", \"y\": \"float\", \"z\": \"float\", \"acceptance_radius\": \"float, 可选，默认2.0\"}},\n {\"name\": \"move_direction\", \"description\": \"按指定方向直线移动。方向可为绝对方位或相对机体朝向。\", \"params\": {\"direction\": \"string: north|south|east|west|forward|backward|left|right\", \"distance\": \"float[1,10000], 可选, 不指定则持续移动\"}},\n {\"name\": \"orbit_around_point\", \"description\": \"以给定中心点为中心，等速圆周飞行指定圈数。\", \"params\": {\"center_x\": \"float\", \"center_y\": \"float\", \"center_z\": \"float\", \"radius\": \"float[5,1000]\", \"laps\": \"int[1,20]\", \"clockwise\": \"boolean, 可选, 默认true\", \"speed_mps\": \"float[0.5,15], 可选\", \"gimbal_lock\": \"boolean, 可选, 默认true\"}},\n {\"name\": \"orbit_around_target\", \"description\": \"以目标为中心，等速圆周飞行指定圈数（需已有目标）。\", \"params\": {\"target_class\": \"string, 取值同object_detect列表\", \"description\": \"string, 可选\", \"radius\": \"float[5,1000]\", \"laps\": \"int[1,20]\", \"clockwise\": \"boolean, 可选, 默认true\", \"speed_mps\": \"float[0.5,15], 可选\", \"gimbal_lock\": \"boolean, 可选, 默认true\"}},\n {\"name\": \"loiter\", \"description\": \"在当前位置上空悬停一段时间或直到条件触发。\", \"params\": {\"duration\": \"float, 可选[1,600]\", \"until_condition\": \"string, 可选\"}},\n {\"name\": \"object_detect\", \"description\": \"识别特定目标对象。一般是用户提到的需要检测的目标；如果用户给出了需要探索的目标的优先级，比如蓝色球危险性大于红色球大于绿色球，需要检测最危险的球，此处应给出检测优先级，描述应当为 '蓝>红>绿'\", \"params\": {\"target_class\": \"string, 要识别的目标类别，必须为以下值之一: balloon,person, bicycle, car, motorcycle, airplane, bus, train, truck, boat, traffic_light, fire_hydrant, stop_sign, parking_meter, bench, bird, cat, dog, horse, sheep, cow, elephant, bear, zebra, giraffe, backpack, umbrella, handbag, tie, suitcase, frisbee, skis, snowboard, sports_ball, kite, baseball_bat, baseball_glove, skateboard, surfboard, tennis_racket, bottle, wine_glass, cup, fork, knife, spoon, bowl, banana, apple, sandwich, orange, broccoli, carrot, hot_dog, pizza, donut, cake, chair, couch, potted_plant, bed, dining_table, toilet, tv, laptop, mouse, remote, keyboard, cell_phone, microwave, oven, toaster, sink, refrigerator, book, clock, vase, scissors, teddy_bear, hair_drier, toothbrush\", \"description\": \"string, 可选\", \"count\": \"int, 可选, 默认1\"}},\n {\"name\": \"strike_target\", \"description\": \"对已识别目标进行打击。\", \"params\": {\"target_class\": \"string\", \"description\": \"string, 可选\", \"count\": \"int, 可选, 默认1\"}},\n {\"name\": \"battle_damage_assessment\", \"description\": \"战损评估。\", \"params\": {\"target_class\": \"string\", \"assessment_time\": \"float[5-60], 默认15.0\"}},\n {\"name\": \"search_pattern\", \"description\": \"按模式搜索。\", \"params\": {\"pattern_type\": \"string: spiral|grid\", \"center_x\": \"float\", \"center_y\": \"float\", \"center_z\": \"float\", \"radius\": \"float[5,1000]\", \"target_class\": \"string\", \"description\": \"string, 可选\", \"count\": \"int, 可选, 默认1\"}},\n {\"name\": \"track_object\", \"description\": \"持续跟踪目标。\", \"params\": {\"target_class\": \"string, 取值同object_detect列表\", \"description\": \"string, 可选\", \"track_time\": \"float[1,600], 默认30.0\", \"min_confidence\": \"float[0.5-1.0], 默认0.7\", \"safe_distance\": \"float[2-50], 默认10.0\"}},\n {\"name\": \"deliver_payload\", \"description\": \"投放物资。\", \"params\": {\"payload_type\": \"string\", \"release_altitude\": \"float[2,100], 默认5.0\"}},\n {\"name\": \"preflight_checks\", \"description\": \"飞行前系统自检。\", \"params\": {\"check_level\": \"string: basic|comprehensive\"}}\n ],\n \"conditions\": [\n {\"name\": \"at_waypoint\", \"description\": \"在指定坐标容差范围内。\", \"params\": {\"x\": \"float\", \"y\": \"float\", \"z\": \"float\", \"tolerance\": \"float, 可选, 默认3.0\"}},\n {\"name\": \"object_detected\", \"description\": \"检测到特定目标。\", \"params\": {\"target_class\": \"string\", \"description\": \"string, 可选\", \"count\": \"int, 可选, 默认1\"}},\n {\"name\": \"target_destroyed\", \"description\": \"目标已被摧毁。\", \"params\": {\"target_class\": \"string\", \"description\": \"string, 可选\", \"confidence\": \"float[0.5-1.0], 默认0.8\"}},\n {\"name\": \"time_elapsed\", \"description\": \"时间经过。\", \"params\": {\"duration\": \"float[1,2700]\"}}\n ]\n}\n```\n\n—— 参数约束——\n- takeoff.altitude: [1, 100]\n- fly_to_waypoint.z: [1, 5000]\n- fly_to_waypoint.x,y: [-10000, 10000]\n- search_pattern.radius: [5, 1000]\n- move_direction.distance: [1, 10000]\n- orbit_around_point.radius: [5, 1000]\n- orbit_around_target.radius: [5, 1000]\n- orbit_around_point/target.laps: [1, 20]\n- orbit_around_point/target.speed_mps: [0.5, 15]\n- 若参考知识提供坐标，必须使用并裁剪到约束范围内\n\n—— 口令转化规则（环绕类）——\n- “环绕X米Y圈” → 若有目标上下文则使用 `orbit_around_target`，否则根据是否给出中心坐标选择 `orbit_around_point`；`radius=X`，`laps=Y`，默认 `clockwise=true`，`gimbal_lock=true`\n- “顺时针/逆时针” → `clockwise=true/false`\n- “等速” → 若未给速度则 `speed_mps` 采用默认值（例如3.0）；若口令指明速度，裁剪到[0.5,15]\n- “以(x,y,z)为中心”/“当前位置为中心” → 选择 `orbit_around_point` 并填充 `center_x/center_y/center_z`\n\n=== User Prompt ===\n起飞\n\n---\n参考知识：\n以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：\n在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。\n\n在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。\n\n在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。\n---"
|
||
}
|
||
[2025-12-06 13:09:13]
|
||
--- Validation Checks ---
|
||
[2025-12-06 13:09:13] PASS: Response is a valid JSON object.
|
||
[2025-12-06 13:09:13] PASS: Response contains a valid 'root' key.
|
||
[2025-12-06 13:09:13] PASS: Response contains a valid 'visualization_url': /static/py_tree.png
|
||
[2025-12-06 13:09:13] ✅ Test completed successfully
|
||
[2025-12-06 13:09:13] ================================================================================
|
||
[2025-12-06 13:09:13]
|
||
[2025-12-06 13:09:31] ================================================================================
|
||
[2025-12-06 13:09:31] --- API Test: Generate Plan ---
|
||
[2025-12-06 13:09:31] URL: http://127.0.0.1:8000/generate_plan
|
||
[2025-12-06 13:09:31] Sending Prompt: "无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。"
|
||
[2025-12-06 13:09:42] ✅ Received Response:
|
||
[2025-12-06 13:09:42]
|
||
📝 组织后的Prompt:
|
||
[2025-12-06 13:09:42] === System Prompt ===
|
||
任务：根据用户任意任务指令，生成结构化可执行的无人机行为树（Pytree）JSON。**仅输出单一JSON对象，无任何自然语言、注释或额外内容**。
|
||
|
||
## 一、核心节点定义（格式不可修改，确保后端解析）
|
||
#### 1. 可用节点定义 (必须遵守)
|
||
你必须严格从以下JSON定义的列表中选择节点构建行为树，不允许使用未定义节点：
|
||
```json
|
||
{
|
||
"actions": [
|
||
{"name":"takeoff","params":{"altitude":"float[1,100]，默认2"}},
|
||
{"name":"land","params":{"mode":"'current'/'home'"}},
|
||
{"name":"fly_to_waypoint","params":{"x":"±10000","y":"±10000","z":"[1,5000]","acceptance_radius":"默认2.0"}},
|
||
{"name":"move_direction","params":{"direction":"north/south/east/west/forward/backward/left/right","distance":"[1,10000]，缺省持续移动"}},
|
||
{"name":"orbit_around_point","params":{"center_x":"±10000","center_y":"±10000","center_z":"[1,5000]","radius":"[5,1000]","laps":"[1,20]","clockwise":"默认true","speed_mps":"[0.5,15]","gimbal_lock":"默认true"}},
|
||
{"name":"orbit_around_target","params":{"target_class":"见object_detect列表","description":"可选，目标属性","radius":"[5,1000]","laps":"[1,20]","clockwise":"默认true","speed_mps":"[0.5,15]","gimbal_lock":"默认true"}},
|
||
{"name":"loiter","params":{"duration":"[1,600]秒/until_condition:可选"}},
|
||
{"name":"object_detect","params":{"target_class":"person,bicycle,car,motorcycle,airplane,bus,train,truck,boat,traffic_light,fire_hydrant,stop_sign,parking_meter,bench,bird,cat,dog,horse,sheep,cow,elephant,bear,zebra,giraffe,backpack,umbrella,handbag,tie,suitcase,frisbee,skis,snowboard,sports_ball,kite,baseball_bat,baseball_glove,skateboard,surfboard,tennis_racket,bottle,wine_glass,cup,fork,knife,spoon,bowl,banana,apple,sandwich,orange,broccoli,carrot,hot_dog,pizza,donut,cake,chair,couch,potted_plant,bed,dining_table,toilet,tv,laptop,mouse,remote,keyboard,cell_phone,microwave,oven,toaster,sink,refrigerator,book,clock,vase,scissors,teddy_bear,hair_drier,toothbrush","description":"可选，","count":"默认1"}},
|
||
{"name":"strike_target","params":{"target_class":"同object_detect","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"battle_damage_assessment","params":{"target_class":"同object_detect","assessment_time":"[5,60]，默认15"}},
|
||
{"name":"search_pattern","params":{"pattern_type":"spiral/grid","center_x":"±10000","center_y":"±10000","center_z":"[1,5000]","radius":"[5,1000]","target_class":"同object_detect","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"track_object","params":{"target_class":"同object_detect","description":"可选，目标属性","track_time":"[1,600]秒（必传，不可用'duration'）","min_confidence":"[0.5,1.0]默认0.7","safe_distance":"[2,50]默认10"}},
|
||
{"name":"deliver_payload","params":{"payload_type":"string","release_altitude":"[2,100]默认5"}},
|
||
{"name":"preflight_checks","params":{"check_level":"basic/comprehensive"}}
|
||
],
|
||
"conditions": [
|
||
{"name":"at_waypoint","params":{"x":"±10000","y":"±10000","z":"[1,5000]","tolerance":"默认3.0"}},
|
||
{"name":"object_detected","params":{"target_class":"同object_detect（必传）","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"target_destroyed","params":{"target_class":"同object_detect","description":"可选，目标属性","confidence":"[0.5,1.0]默认0.8"}},
|
||
{"name":"time_elapsed","params":{"duration":"[1,2700]秒"}}
|
||
],
|
||
"control_flow": [
|
||
{"name":"Sequence","params":{},"children":"子节点数组（按序执行，全成功则成功）"},
|
||
{"name":"Selector","params":{"memory":"默认true"},"children":"子节点数组（执行到成功为止）"},
|
||
{"name":"Parallel","params":{"policy":"all_success"},"children":"子节点数组（同时执行，严禁用'one_success'）"}
|
||
]
|
||
}
|
||
```
|
||
|
||
|
||
## 二、节点必填字段（后端Schema强制要求，缺一验证失败）
|
||
每个节点必须包含以下字段，字段名/类型不可自定义：
|
||
1. **`type`**：
|
||
- 动作节点→`"action"`，条件节点→`"condition"`，控制流节点→`"Sequence"`/`"Selector"`/`"Parallel"`（与`name`字段值完全一致）；
|
||
2. **`name`**：必须是上述JSON中`actions`/`conditions`/`control_flow`下的`name`值；
|
||
3. **`params`**：严格匹配上述节点的`params`定义，无自定义参数（如优先级排序不可加“priority”字段，仅用`description`）；
|
||
4. **`children`**：仅控制流节点必含（子节点数组），动作/条件节点无此字段。
|
||
|
||
|
||
## 三、行为树固定结构（通用不变）
|
||
根节点必须是`Parallel`，`children`含`MainTask`（Sequence），结构不随任务类型（含优先级排序）修改：
|
||
```json
|
||
{
|
||
"root": {
|
||
"type": "Parallel",
|
||
"name": "Mission",
|
||
"params": {"policy": "all_success"},
|
||
"children": [
|
||
{
|
||
"type": "Sequence",
|
||
"name": "MainTask",
|
||
"params": {},
|
||
"children": [
|
||
// 通用主任务步骤（含优先级排序任务示例，需按用户指令替换）：
|
||
{"type":"action","name":"preflight_checks","params":{"check_level":"comprehensive"}},
|
||
{"type":"action","name":"takeoff","params":{"altitude":10.0}},
|
||
{"type":"action","name":"fly_to_waypoint","params":{"x":200.0,"y":150.0,"z":10.0}}, // 搜索区坐标（用户未给时填合理值）
|
||
{"type":"action","name":"search_pattern","params":{"pattern_type":"grid","center_x":200.0,"center_y":150.0,"center_z":10.0,"radius":50.0,"target_class":"balloon","description":"红色"}},
|
||
{"type":"condition","name":"object_detected","params":{"target_class":"balloon","description":"红色"}}, // 确认高优先级目标
|
||
{"type":"action","name":"track_object","params":{"target_class":"balloon","description":"红色","track_time":30.0}},
|
||
{"type":"action","name":"strike_target","params":{"target_class":"balloon","description":"红色"}},
|
||
{"type":"action","name":"land","params":{"mode":"home"}}
|
||
]
|
||
}
|
||
]
|
||
}
|
||
}
|
||
```
|
||
|
||
|
||
## 四、优先级排序任务通用示例
|
||
当用户指令中明确提出有多个待考察且具有优先级关系的物体时，节点描述须为优先级关系。比如当指令为已知有三个气球，危险级关系为红色气球大于蓝色气球大于绿色气球，要求优先跟踪最危险的气球时，节点的描述参考下表情形。
|
||
| 用户指令场景 | `target_class` | `description` | 核心节点示例（search_pattern） |
|
||
|-----------------------------|-----------------|-------------------------|------------------------------------------------------------------------------------------------|
|
||
| 红气球＞蓝气球＞绿气球 | `balloon` | `（红＞蓝＞绿）` | `{"type":"action","name":"search_pattern","params":{"pattern_type":"grid","center_x":200,"center_y":150,"center_z":10,"radius":50,"target_class":"balloon","description":"（红＞蓝＞绿）"}}` |
|
||
| 军用卡车＞民用卡车＞面包车 | `truck` | `（军用卡车＞民用卡车＞面包车）` | `{"type":"action","name":"object_detect","params":{"target_class":"truck","description":"（军用卡车＞民用卡车＞面包车）"}}` |
|
||
|
||
|
||
## 五、高频错误规避（确保验证通过）
|
||
1. 优先级排序不可修改`target_class`：如"民用卡车、面包车与军用卡车中，军用卡车优先"，`target_class`仍为`truck`，仅用`description`填排序规则；
|
||
2. 在没有明确指出物体之间的优先级关系情况下，`description`字段只描述物体属性本身，严禁与用户指令中不存在的物体进行排序；
|
||
3. `track_object`必传`track_time`：不可用`duration`替代（如跟踪30秒填`"track_time":30.0`）；
|
||
4. 无自定义节点："锁定高优先级目标"需通过`object_detect`+`object_detected`实现，不可用"lock_high_risk_target"。
|
||
|
||
|
||
## 六、输出要求
|
||
仅输出1个严格符合上述所有规则的JSON对象，**确保：1. 优先级排序逻辑正确填入`description`；2. `target_class`匹配预定义列表；3. 行为树结构不变；4. 后端解析与Schema验证无错误**，无任何冗余内容。
|
||
|
||
|
||
【强制规则】仅生成包含root的复杂行为树JSON，不得输出简单模式（不得包含mode字段或仅有action节点）。
|
||
|
||
=== User Prompt ===
|
||
无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。
|
||
|
||
---
|
||
参考知识：
|
||
以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：
|
||
在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。
|
||
|
||
在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。
|
||
|
||
在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。
|
||
---
|
||
[2025-12-06 13:09:42]
|
||
完整响应内容:
|
||
[2025-12-06 13:09:42] {
|
||
"root": {
|
||
"type": "Parallel",
|
||
"name": "Mission",
|
||
"params": {
|
||
"policy": "all_success"
|
||
},
|
||
"children": [
|
||
{
|
||
"type": "Sequence",
|
||
"name": "MainTask",
|
||
"params": {},
|
||
"children": [
|
||
{
|
||
"type": "action",
|
||
"name": "preflight_checks",
|
||
"params": {
|
||
"check_level": "comprehensive"
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "takeoff",
|
||
"params": {
|
||
"altitude": 80.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "fly_to_waypoint",
|
||
"params": {
|
||
"x": 10.0,
|
||
"y": -10.0,
|
||
"z": 2.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "object_detect",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "红色"
|
||
}
|
||
},
|
||
{
|
||
"type": "condition",
|
||
"name": "object_detected",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "红色"
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "track_object",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "红色",
|
||
"track_time": 10.0,
|
||
"min_confidence": 0.7,
|
||
"safe_distance": 10.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "deliver_payload",
|
||
"params": {
|
||
"payload_type": "camera",
|
||
"release_altitude": 5.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "land",
|
||
"params": {
|
||
"mode": "home"
|
||
}
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
"plan_id": "54de9885-7a21-4b89-ab5f-12261376c2f8",
|
||
"visualization_url": "/static/py_tree.png",
|
||
"final_prompt": "=== System Prompt ===\n任务：根据用户任意任务指令，生成结构化可执行的无人机行为树（Pytree）JSON。**仅输出单一JSON对象，无任何自然语言、注释或额外内容**。\n\n## 一、核心节点定义（格式不可修改，确保后端解析）\n#### 1. 可用节点定义 (必须遵守)\n你必须严格从以下JSON定义的列表中选择节点构建行为树，不允许使用未定义节点：\n```json\n{\n \"actions\": [\n {\"name\":\"takeoff\",\"params\":{\"altitude\":\"float[1,100]，默认2\"}},\n {\"name\":\"land\",\"params\":{\"mode\":\"'current'/'home'\"}},\n {\"name\":\"fly_to_waypoint\",\"params\":{\"x\":\"±10000\",\"y\":\"±10000\",\"z\":\"[1,5000]\",\"acceptance_radius\":\"默认2.0\"}},\n {\"name\":\"move_direction\",\"params\":{\"direction\":\"north/south/east/west/forward/backward/left/right\",\"distance\":\"[1,10000]，缺省持续移动\"}},\n {\"name\":\"orbit_around_point\",\"params\":{\"center_x\":\"±10000\",\"center_y\":\"±10000\",\"center_z\":\"[1,5000]\",\"radius\":\"[5,1000]\",\"laps\":\"[1,20]\",\"clockwise\":\"默认true\",\"speed_mps\":\"[0.5,15]\",\"gimbal_lock\":\"默认true\"}},\n {\"name\":\"orbit_around_target\",\"params\":{\"target_class\":\"见object_detect列表\",\"description\":\"可选，目标属性\",\"radius\":\"[5,1000]\",\"laps\":\"[1,20]\",\"clockwise\":\"默认true\",\"speed_mps\":\"[0.5,15]\",\"gimbal_lock\":\"默认true\"}},\n {\"name\":\"loiter\",\"params\":{\"duration\":\"[1,600]秒/until_condition:可选\"}},\n {\"name\":\"object_detect\",\"params\":{\"target_class\":\"person,bicycle,car,motorcycle,airplane,bus,train,truck,boat,traffic_light,fire_hydrant,stop_sign,parking_meter,bench,bird,cat,dog,horse,sheep,cow,elephant,bear,zebra,giraffe,backpack,umbrella,handbag,tie,suitcase,frisbee,skis,snowboard,sports_ball,kite,baseball_bat,baseball_glove,skateboard,surfboard,tennis_racket,bottle,wine_glass,cup,fork,knife,spoon,bowl,banana,apple,sandwich,orange,broccoli,carrot,hot_dog,pizza,donut,cake,chair,couch,potted_plant,bed,dining_table,toilet,tv,laptop,mouse,remote,keyboard,cell_phone,microwave,oven,toaster,sink,refrigerator,book,clock,vase,scissors,teddy_bear,hair_drier,toothbrush\",\"description\":\"可选，\",\"count\":\"默认1\"}},\n {\"name\":\"strike_target\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"battle_damage_assessment\",\"params\":{\"target_class\":\"同object_detect\",\"assessment_time\":\"[5,60]，默认15\"}},\n {\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"spiral/grid\",\"center_x\":\"±10000\",\"center_y\":\"±10000\",\"center_z\":\"[1,5000]\",\"radius\":\"[5,1000]\",\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"track_object\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"track_time\":\"[1,600]秒（必传，不可用'duration'）\",\"min_confidence\":\"[0.5,1.0]默认0.7\",\"safe_distance\":\"[2,50]默认10\"}},\n {\"name\":\"deliver_payload\",\"params\":{\"payload_type\":\"string\",\"release_altitude\":\"[2,100]默认5\"}},\n {\"name\":\"preflight_checks\",\"params\":{\"check_level\":\"basic/comprehensive\"}}\n ],\n \"conditions\": [\n {\"name\":\"at_waypoint\",\"params\":{\"x\":\"±10000\",\"y\":\"±10000\",\"z\":\"[1,5000]\",\"tolerance\":\"默认3.0\"}},\n {\"name\":\"object_detected\",\"params\":{\"target_class\":\"同object_detect（必传）\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"target_destroyed\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"confidence\":\"[0.5,1.0]默认0.8\"}},\n {\"name\":\"time_elapsed\",\"params\":{\"duration\":\"[1,2700]秒\"}}\n ],\n \"control_flow\": [\n {\"name\":\"Sequence\",\"params\":{},\"children\":\"子节点数组（按序执行，全成功则成功）\"},\n {\"name\":\"Selector\",\"params\":{\"memory\":\"默认true\"},\"children\":\"子节点数组（执行到成功为止）\"},\n {\"name\":\"Parallel\",\"params\":{\"policy\":\"all_success\"},\"children\":\"子节点数组（同时执行，严禁用'one_success'）\"}\n ]\n}\n```\n\n\n## 二、节点必填字段（后端Schema强制要求，缺一验证失败）\n每个节点必须包含以下字段，字段名/类型不可自定义：\n1. **`type`**： \n - 动作节点→`\"action\"`，条件节点→`\"condition\"`，控制流节点→`\"Sequence\"`/`\"Selector\"`/`\"Parallel\"`（与`name`字段值完全一致）；\n2. **`name`**：必须是上述JSON中`actions`/`conditions`/`control_flow`下的`name`值；\n3. **`params`**：严格匹配上述节点的`params`定义，无自定义参数（如优先级排序不可加“priority”字段，仅用`description`）；\n4. **`children`**：仅控制流节点必含（子节点数组），动作/条件节点无此字段。\n\n\n## 三、行为树固定结构（通用不变）\n根节点必须是`Parallel`，`children`含`MainTask`（Sequence），结构不随任务类型（含优先级排序）修改：\n```json\n{\n \"root\": {\n \"type\": \"Parallel\",\n \"name\": \"Mission\",\n \"params\": {\"policy\": \"all_success\"},\n \"children\": [\n {\n \"type\": \"Sequence\",\n \"name\": \"MainTask\",\n \"params\": {},\n \"children\": [\n // 通用主任务步骤（含优先级排序任务示例，需按用户指令替换）：\n {\"type\":\"action\",\"name\":\"preflight_checks\",\"params\":{\"check_level\":\"comprehensive\"}},\n {\"type\":\"action\",\"name\":\"takeoff\",\"params\":{\"altitude\":10.0}},\n {\"type\":\"action\",\"name\":\"fly_to_waypoint\",\"params\":{\"x\":200.0,\"y\":150.0,\"z\":10.0}}, // 搜索区坐标（用户未给时填合理值）\n {\"type\":\"action\",\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"grid\",\"center_x\":200.0,\"center_y\":150.0,\"center_z\":10.0,\"radius\":50.0,\"target_class\":\"balloon\",\"description\":\"红色\"}},\n {\"type\":\"condition\",\"name\":\"object_detected\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\"}}, // 确认高优先级目标\n {\"type\":\"action\",\"name\":\"track_object\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\",\"track_time\":30.0}},\n {\"type\":\"action\",\"name\":\"strike_target\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\"}},\n {\"type\":\"action\",\"name\":\"land\",\"params\":{\"mode\":\"home\"}}\n ]\n }\n ]\n }\n}\n```\n\n\n## 四、优先级排序任务通用示例\n当用户指令中明确提出有多个待考察且具有优先级关系的物体时，节点描述须为优先级关系。比如当指令为已知有三个气球，危险级关系为红色气球大于蓝色气球大于绿色气球，要求优先跟踪最危险的气球时，节点的描述参考下表情形。\n| 用户指令场景 | `target_class` | `description` | 核心节点示例（search_pattern） |\n|-----------------------------|-----------------|-------------------------|------------------------------------------------------------------------------------------------|\n| 红气球＞蓝气球＞绿气球 | `balloon` | `（红＞蓝＞绿）` | `{\"type\":\"action\",\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"grid\",\"center_x\":200,\"center_y\":150,\"center_z\":10,\"radius\":50,\"target_class\":\"balloon\",\"description\":\"（红＞蓝＞绿）\"}}` |\n| 军用卡车＞民用卡车＞面包车 | `truck` | `（军用卡车＞民用卡车＞面包车）` | `{\"type\":\"action\",\"name\":\"object_detect\",\"params\":{\"target_class\":\"truck\",\"description\":\"（军用卡车＞民用卡车＞面包车）\"}}` |\n\n\n## 五、高频错误规避（确保验证通过）\n1. 优先级排序不可修改`target_class`：如\"民用卡车、面包车与军用卡车中，军用卡车优先\"，`target_class`仍为`truck`，仅用`description`填排序规则；\n2. 在没有明确指出物体之间的优先级关系情况下，`description`字段只描述物体属性本身，严禁与用户指令中不存在的物体进行排序；\n3. `track_object`必传`track_time`：不可用`duration`替代（如跟踪30秒填`\"track_time\":30.0`）；\n4. 无自定义节点：\"锁定高优先级目标\"需通过`object_detect`+`object_detected`实现，不可用\"lock_high_risk_target\"。\n\n\n## 六、输出要求\n仅输出1个严格符合上述所有规则的JSON对象，**确保：1. 优先级排序逻辑正确填入`description`；2. `target_class`匹配预定义列表；3. 行为树结构不变；4. 后端解析与Schema验证无错误**，无任何冗余内容。\n\n\n【强制规则】仅生成包含root的复杂行为树JSON，不得输出简单模式（不得包含mode字段或仅有action节点）。\n\n=== User Prompt ===\n无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。\n\n---\n参考知识：\n以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：\n在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。\n\n在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。\n\n在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。\n---"
|
||
}
|
||
[2025-12-06 13:09:42]
|
||
--- Validation Checks ---
|
||
[2025-12-06 13:09:42] PASS: Response is a valid JSON object.
|
||
[2025-12-06 13:09:42] PASS: Response contains a valid 'root' key.
|
||
[2025-12-06 13:09:42] PASS: Response contains a valid 'visualization_url': /static/py_tree.png
|
||
[2025-12-06 13:09:42] ✅ Test completed successfully
|
||
[2025-12-06 13:09:42] ================================================================================
|
||
[2025-12-06 13:09:42]
|
||
[2025-12-06 13:12:35] ================================================================================
|
||
[2025-12-06 13:12:35] --- API Test: Generate Plan ---
|
||
[2025-12-06 13:12:35] URL: http://127.0.0.1:8000/generate_plan
|
||
[2025-12-06 13:12:35] Sending Prompt: "无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。"
|
||
[2025-12-06 13:12:47] ✅ Received Response:
|
||
[2025-12-06 13:12:47]
|
||
📝 组织后的Prompt:
|
||
[2025-12-06 13:12:47] === System Prompt ===
|
||
任务：根据用户任意任务指令，生成结构化可执行的无人机行为树（Pytree）JSON。**仅输出单一JSON对象，无任何自然语言、注释或额外内容**。
|
||
|
||
## 一、核心节点定义（格式不可修改，确保后端解析）
|
||
#### 1. 可用节点定义 (必须遵守)
|
||
你必须严格从以下JSON定义的列表中选择节点构建行为树，不允许使用未定义节点：
|
||
```json
|
||
{
|
||
"actions": [
|
||
{"name":"takeoff","params":{"altitude":"float[1,100]，默认2"}},
|
||
{"name":"land","params":{"mode":"'current'/'home'"}},
|
||
{"name":"fly_to_waypoint","params":{"x":"±10000","y":"±10000","z":"[1,5000]","acceptance_radius":"默认2.0"}},
|
||
{"name":"move_direction","params":{"direction":"north/south/east/west/forward/backward/left/right","distance":"[1,10000]，缺省持续移动"}},
|
||
{"name":"orbit_around_point","params":{"center_x":"±10000","center_y":"±10000","center_z":"[1,5000]","radius":"[5,1000]","laps":"[1,20]","clockwise":"默认true","speed_mps":"[0.5,15]","gimbal_lock":"默认true"}},
|
||
{"name":"orbit_around_target","params":{"target_class":"见object_detect列表","description":"可选，目标属性","radius":"[5,1000]","laps":"[1,20]","clockwise":"默认true","speed_mps":"[0.5,15]","gimbal_lock":"默认true"}},
|
||
{"name":"loiter","params":{"duration":"[1,600]秒/until_condition:可选"}},
|
||
{"name":"object_detect","params":{"target_class":"person,bicycle,car,motorcycle,airplane,bus,train,truck,boat,traffic_light,fire_hydrant,stop_sign,parking_meter,bench,bird,cat,dog,horse,sheep,cow,elephant,bear,zebra,giraffe,backpack,umbrella,handbag,tie,suitcase,frisbee,skis,snowboard,sports_ball,kite,baseball_bat,baseball_glove,skateboard,surfboard,tennis_racket,bottle,wine_glass,cup,fork,knife,spoon,bowl,banana,apple,sandwich,orange,broccoli,carrot,hot_dog,pizza,donut,cake,chair,couch,potted_plant,bed,dining_table,toilet,tv,laptop,mouse,remote,keyboard,cell_phone,microwave,oven,toaster,sink,refrigerator,book,clock,vase,scissors,teddy_bear,hair_drier,toothbrush","description":"可选，","count":"默认1"}},
|
||
{"name":"strike_target","params":{"target_class":"同object_detect","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"battle_damage_assessment","params":{"target_class":"同object_detect","assessment_time":"[5,60]，默认15"}},
|
||
{"name":"search_pattern","params":{"pattern_type":"spiral/grid","center_x":"±10000","center_y":"±10000","center_z":"[1,5000]","radius":"[5,1000]","target_class":"同object_detect","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"track_object","params":{"target_class":"同object_detect","description":"可选，目标属性","track_time":"[1,600]秒（必传，不可用'duration'）","min_confidence":"[0.5,1.0]默认0.7","safe_distance":"[2,50]默认10"}},
|
||
{"name":"deliver_payload","params":{"payload_type":"string","release_altitude":"[2,100]默认5"}},
|
||
{"name":"preflight_checks","params":{"check_level":"basic/comprehensive"}}
|
||
],
|
||
"conditions": [
|
||
{"name":"at_waypoint","params":{"x":"±10000","y":"±10000","z":"[1,5000]","tolerance":"默认3.0"}},
|
||
{"name":"object_detected","params":{"target_class":"同object_detect（必传）","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"target_destroyed","params":{"target_class":"同object_detect","description":"可选，目标属性","confidence":"[0.5,1.0]默认0.8"}},
|
||
{"name":"time_elapsed","params":{"duration":"[1,2700]秒"}}
|
||
],
|
||
"control_flow": [
|
||
{"name":"Sequence","params":{},"children":"子节点数组（按序执行，全成功则成功）"},
|
||
{"name":"Selector","params":{"memory":"默认true"},"children":"子节点数组（执行到成功为止）"},
|
||
{"name":"Parallel","params":{"policy":"all_success"},"children":"子节点数组（同时执行，严禁用'one_success'）"}
|
||
]
|
||
}
|
||
```
|
||
|
||
|
||
## 二、节点必填字段（后端Schema强制要求，缺一验证失败）
|
||
每个节点必须包含以下字段，字段名/类型不可自定义：
|
||
1. **`type`**：
|
||
- 动作节点→`"action"`，条件节点→`"condition"`，控制流节点→`"Sequence"`/`"Selector"`/`"Parallel"`（与`name`字段值完全一致）；
|
||
2. **`name`**：必须是上述JSON中`actions`/`conditions`/`control_flow`下的`name`值；
|
||
3. **`params`**：严格匹配上述节点的`params`定义，无自定义参数（如优先级排序不可加“priority”字段，仅用`description`）；
|
||
4. **`children`**：仅控制流节点必含（子节点数组），动作/条件节点无此字段。
|
||
|
||
|
||
## 三、行为树固定结构（通用不变）
|
||
根节点必须是`Parallel`，`children`含`MainTask`（Sequence），结构不随任务类型（含优先级排序）修改：
|
||
```json
|
||
{
|
||
"root": {
|
||
"type": "Parallel",
|
||
"name": "Mission",
|
||
"params": {"policy": "all_success"},
|
||
"children": [
|
||
{
|
||
"type": "Sequence",
|
||
"name": "MainTask",
|
||
"params": {},
|
||
"children": [
|
||
// 通用主任务步骤（含优先级排序任务示例，需按用户指令替换）：
|
||
{"type":"action","name":"preflight_checks","params":{"check_level":"comprehensive"}},
|
||
{"type":"action","name":"takeoff","params":{"altitude":10.0}},
|
||
{"type":"action","name":"fly_to_waypoint","params":{"x":200.0,"y":150.0,"z":10.0}}, // 搜索区坐标（用户未给时填合理值）
|
||
{"type":"action","name":"search_pattern","params":{"pattern_type":"grid","center_x":200.0,"center_y":150.0,"center_z":10.0,"radius":50.0,"target_class":"balloon","description":"红色"}},
|
||
{"type":"condition","name":"object_detected","params":{"target_class":"balloon","description":"红色"}}, // 确认高优先级目标
|
||
{"type":"action","name":"track_object","params":{"target_class":"balloon","description":"红色","track_time":30.0}},
|
||
{"type":"action","name":"strike_target","params":{"target_class":"balloon","description":"红色"}},
|
||
{"type":"action","name":"land","params":{"mode":"home"}}
|
||
]
|
||
}
|
||
]
|
||
}
|
||
}
|
||
```
|
||
|
||
|
||
## 四、优先级排序任务通用示例
|
||
当用户指令中明确提出有多个待考察且具有优先级关系的物体时，节点描述须为优先级关系。比如当指令为已知有三个气球，危险级关系为红色气球大于蓝色气球大于绿色气球，要求优先跟踪最危险的气球时，节点的描述参考下表情形。
|
||
| 用户指令场景 | `target_class` | `description` | 核心节点示例（search_pattern） |
|
||
|-----------------------------|-----------------|-------------------------|------------------------------------------------------------------------------------------------|
|
||
| 红气球＞蓝气球＞绿气球 | `balloon` | `（红＞蓝＞绿）` | `{"type":"action","name":"search_pattern","params":{"pattern_type":"grid","center_x":200,"center_y":150,"center_z":10,"radius":50,"target_class":"balloon","description":"（红＞蓝＞绿）"}}` |
|
||
| 军用卡车＞民用卡车＞面包车 | `truck` | `（军用卡车＞民用卡车＞面包车）` | `{"type":"action","name":"object_detect","params":{"target_class":"truck","description":"（军用卡车＞民用卡车＞面包车）"}}` |
|
||
|
||
|
||
## 五、高频错误规避（确保验证通过）
|
||
1. 优先级排序不可修改`target_class`：如"民用卡车、面包车与军用卡车中，军用卡车优先"，`target_class`仍为`truck`，仅用`description`填排序规则；
|
||
2. 在没有明确指出物体之间的优先级关系情况下，`description`字段只描述物体属性本身，严禁与用户指令中不存在的物体进行排序；
|
||
3. `track_object`必传`track_time`：不可用`duration`替代（如跟踪30秒填`"track_time":30.0`）；
|
||
4. 无自定义节点："锁定高优先级目标"需通过`object_detect`+`object_detected`实现，不可用"lock_high_risk_target"。
|
||
|
||
|
||
## 六、输出要求
|
||
仅输出1个严格符合上述所有规则的JSON对象，**确保：1. 优先级排序逻辑正确填入`description`；2. `target_class`匹配预定义列表；3. 行为树结构不变；4. 后端解析与Schema验证无错误**，无任何冗余内容。
|
||
|
||
|
||
【强制规则】仅生成包含root的复杂行为树JSON，不得输出简单模式（不得包含mode字段或仅有action节点）。
|
||
|
||
=== User Prompt ===
|
||
无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。
|
||
|
||
---
|
||
参考知识：
|
||
以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：
|
||
在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。
|
||
|
||
在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。
|
||
|
||
在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。
|
||
---
|
||
[2025-12-06 13:12:47]
|
||
完整响应内容:
|
||
[2025-12-06 13:12:47] {
|
||
"root": {
|
||
"type": "Parallel",
|
||
"name": "Mission",
|
||
"params": {
|
||
"policy": "all_success"
|
||
},
|
||
"children": [
|
||
{
|
||
"type": "Sequence",
|
||
"name": "MainTask",
|
||
"params": {},
|
||
"children": [
|
||
{
|
||
"type": "action",
|
||
"name": "preflight_checks",
|
||
"params": {
|
||
"check_level": "comprehensive"
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "takeoff",
|
||
"params": {
|
||
"altitude": 80.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "fly_to_waypoint",
|
||
"params": {
|
||
"x": 10.0,
|
||
"y": -10.0,
|
||
"z": 2.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "object_detect",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "红色"
|
||
}
|
||
},
|
||
{
|
||
"type": "condition",
|
||
"name": "object_detected",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "红色"
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "track_object",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "红色",
|
||
"track_time": 10.0,
|
||
"min_confidence": 0.7,
|
||
"safe_distance": 10.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "deliver_payload",
|
||
"params": {
|
||
"payload_type": "camera",
|
||
"release_altitude": 5.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "land",
|
||
"params": {
|
||
"mode": "home"
|
||
}
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
"plan_id": "3341f125-6d6e-41d1-a7a0-e129334df06d",
|
||
"visualization_url": "/static/py_tree.png",
|
||
"final_prompt": "=== System Prompt ===\n任务：根据用户任意任务指令，生成结构化可执行的无人机行为树（Pytree）JSON。**仅输出单一JSON对象，无任何自然语言、注释或额外内容**。\n\n## 一、核心节点定义（格式不可修改，确保后端解析）\n#### 1. 可用节点定义 (必须遵守)\n你必须严格从以下JSON定义的列表中选择节点构建行为树，不允许使用未定义节点：\n```json\n{\n \"actions\": [\n {\"name\":\"takeoff\",\"params\":{\"altitude\":\"float[1,100]，默认2\"}},\n {\"name\":\"land\",\"params\":{\"mode\":\"'current'/'home'\"}},\n {\"name\":\"fly_to_waypoint\",\"params\":{\"x\":\"±10000\",\"y\":\"±10000\",\"z\":\"[1,5000]\",\"acceptance_radius\":\"默认2.0\"}},\n {\"name\":\"move_direction\",\"params\":{\"direction\":\"north/south/east/west/forward/backward/left/right\",\"distance\":\"[1,10000]，缺省持续移动\"}},\n {\"name\":\"orbit_around_point\",\"params\":{\"center_x\":\"±10000\",\"center_y\":\"±10000\",\"center_z\":\"[1,5000]\",\"radius\":\"[5,1000]\",\"laps\":\"[1,20]\",\"clockwise\":\"默认true\",\"speed_mps\":\"[0.5,15]\",\"gimbal_lock\":\"默认true\"}},\n {\"name\":\"orbit_around_target\",\"params\":{\"target_class\":\"见object_detect列表\",\"description\":\"可选，目标属性\",\"radius\":\"[5,1000]\",\"laps\":\"[1,20]\",\"clockwise\":\"默认true\",\"speed_mps\":\"[0.5,15]\",\"gimbal_lock\":\"默认true\"}},\n {\"name\":\"loiter\",\"params\":{\"duration\":\"[1,600]秒/until_condition:可选\"}},\n {\"name\":\"object_detect\",\"params\":{\"target_class\":\"person,bicycle,car,motorcycle,airplane,bus,train,truck,boat,traffic_light,fire_hydrant,stop_sign,parking_meter,bench,bird,cat,dog,horse,sheep,cow,elephant,bear,zebra,giraffe,backpack,umbrella,handbag,tie,suitcase,frisbee,skis,snowboard,sports_ball,kite,baseball_bat,baseball_glove,skateboard,surfboard,tennis_racket,bottle,wine_glass,cup,fork,knife,spoon,bowl,banana,apple,sandwich,orange,broccoli,carrot,hot_dog,pizza,donut,cake,chair,couch,potted_plant,bed,dining_table,toilet,tv,laptop,mouse,remote,keyboard,cell_phone,microwave,oven,toaster,sink,refrigerator,book,clock,vase,scissors,teddy_bear,hair_drier,toothbrush\",\"description\":\"可选，\",\"count\":\"默认1\"}},\n {\"name\":\"strike_target\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"battle_damage_assessment\",\"params\":{\"target_class\":\"同object_detect\",\"assessment_time\":\"[5,60]，默认15\"}},\n {\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"spiral/grid\",\"center_x\":\"±10000\",\"center_y\":\"±10000\",\"center_z\":\"[1,5000]\",\"radius\":\"[5,1000]\",\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"track_object\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"track_time\":\"[1,600]秒（必传，不可用'duration'）\",\"min_confidence\":\"[0.5,1.0]默认0.7\",\"safe_distance\":\"[2,50]默认10\"}},\n {\"name\":\"deliver_payload\",\"params\":{\"payload_type\":\"string\",\"release_altitude\":\"[2,100]默认5\"}},\n {\"name\":\"preflight_checks\",\"params\":{\"check_level\":\"basic/comprehensive\"}}\n ],\n \"conditions\": [\n {\"name\":\"at_waypoint\",\"params\":{\"x\":\"±10000\",\"y\":\"±10000\",\"z\":\"[1,5000]\",\"tolerance\":\"默认3.0\"}},\n {\"name\":\"object_detected\",\"params\":{\"target_class\":\"同object_detect（必传）\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"target_destroyed\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"confidence\":\"[0.5,1.0]默认0.8\"}},\n {\"name\":\"time_elapsed\",\"params\":{\"duration\":\"[1,2700]秒\"}}\n ],\n \"control_flow\": [\n {\"name\":\"Sequence\",\"params\":{},\"children\":\"子节点数组（按序执行，全成功则成功）\"},\n {\"name\":\"Selector\",\"params\":{\"memory\":\"默认true\"},\"children\":\"子节点数组（执行到成功为止）\"},\n {\"name\":\"Parallel\",\"params\":{\"policy\":\"all_success\"},\"children\":\"子节点数组（同时执行，严禁用'one_success'）\"}\n ]\n}\n```\n\n\n## 二、节点必填字段（后端Schema强制要求，缺一验证失败）\n每个节点必须包含以下字段，字段名/类型不可自定义：\n1. **`type`**： \n - 动作节点→`\"action\"`，条件节点→`\"condition\"`，控制流节点→`\"Sequence\"`/`\"Selector\"`/`\"Parallel\"`（与`name`字段值完全一致）；\n2. **`name`**：必须是上述JSON中`actions`/`conditions`/`control_flow`下的`name`值；\n3. **`params`**：严格匹配上述节点的`params`定义，无自定义参数（如优先级排序不可加“priority”字段，仅用`description`）；\n4. **`children`**：仅控制流节点必含（子节点数组），动作/条件节点无此字段。\n\n\n## 三、行为树固定结构（通用不变）\n根节点必须是`Parallel`，`children`含`MainTask`（Sequence），结构不随任务类型（含优先级排序）修改：\n```json\n{\n \"root\": {\n \"type\": \"Parallel\",\n \"name\": \"Mission\",\n \"params\": {\"policy\": \"all_success\"},\n \"children\": [\n {\n \"type\": \"Sequence\",\n \"name\": \"MainTask\",\n \"params\": {},\n \"children\": [\n // 通用主任务步骤（含优先级排序任务示例，需按用户指令替换）：\n {\"type\":\"action\",\"name\":\"preflight_checks\",\"params\":{\"check_level\":\"comprehensive\"}},\n {\"type\":\"action\",\"name\":\"takeoff\",\"params\":{\"altitude\":10.0}},\n {\"type\":\"action\",\"name\":\"fly_to_waypoint\",\"params\":{\"x\":200.0,\"y\":150.0,\"z\":10.0}}, // 搜索区坐标（用户未给时填合理值）\n {\"type\":\"action\",\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"grid\",\"center_x\":200.0,\"center_y\":150.0,\"center_z\":10.0,\"radius\":50.0,\"target_class\":\"balloon\",\"description\":\"红色\"}},\n {\"type\":\"condition\",\"name\":\"object_detected\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\"}}, // 确认高优先级目标\n {\"type\":\"action\",\"name\":\"track_object\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\",\"track_time\":30.0}},\n {\"type\":\"action\",\"name\":\"strike_target\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\"}},\n {\"type\":\"action\",\"name\":\"land\",\"params\":{\"mode\":\"home\"}}\n ]\n }\n ]\n }\n}\n```\n\n\n## 四、优先级排序任务通用示例\n当用户指令中明确提出有多个待考察且具有优先级关系的物体时，节点描述须为优先级关系。比如当指令为已知有三个气球，危险级关系为红色气球大于蓝色气球大于绿色气球，要求优先跟踪最危险的气球时，节点的描述参考下表情形。\n| 用户指令场景 | `target_class` | `description` | 核心节点示例（search_pattern） |\n|-----------------------------|-----------------|-------------------------|------------------------------------------------------------------------------------------------|\n| 红气球＞蓝气球＞绿气球 | `balloon` | `（红＞蓝＞绿）` | `{\"type\":\"action\",\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"grid\",\"center_x\":200,\"center_y\":150,\"center_z\":10,\"radius\":50,\"target_class\":\"balloon\",\"description\":\"（红＞蓝＞绿）\"}}` |\n| 军用卡车＞民用卡车＞面包车 | `truck` | `（军用卡车＞民用卡车＞面包车）` | `{\"type\":\"action\",\"name\":\"object_detect\",\"params\":{\"target_class\":\"truck\",\"description\":\"（军用卡车＞民用卡车＞面包车）\"}}` |\n\n\n## 五、高频错误规避（确保验证通过）\n1. 优先级排序不可修改`target_class`：如\"民用卡车、面包车与军用卡车中，军用卡车优先\"，`target_class`仍为`truck`，仅用`description`填排序规则；\n2. 在没有明确指出物体之间的优先级关系情况下，`description`字段只描述物体属性本身，严禁与用户指令中不存在的物体进行排序；\n3. `track_object`必传`track_time`：不可用`duration`替代（如跟踪30秒填`\"track_time\":30.0`）；\n4. 无自定义节点：\"锁定高优先级目标\"需通过`object_detect`+`object_detected`实现，不可用\"lock_high_risk_target\"。\n\n\n## 六、输出要求\n仅输出1个严格符合上述所有规则的JSON对象，**确保：1. 优先级排序逻辑正确填入`description`；2. `target_class`匹配预定义列表；3. 行为树结构不变；4. 后端解析与Schema验证无错误**，无任何冗余内容。\n\n\n【强制规则】仅生成包含root的复杂行为树JSON，不得输出简单模式（不得包含mode字段或仅有action节点）。\n\n=== User Prompt ===\n无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。\n\n---\n参考知识：\n以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：\n在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。\n\n在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。\n\n在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。\n---"
|
||
}
|
||
[2025-12-06 13:12:47]
|
||
--- Validation Checks ---
|
||
[2025-12-06 13:12:47] PASS: Response is a valid JSON object.
|
||
[2025-12-06 13:12:47] PASS: Response contains a valid 'root' key.
|
||
[2025-12-06 13:12:47] PASS: Response contains a valid 'visualization_url': /static/py_tree.png
|
||
[2025-12-06 13:12:47] ✅ Test completed successfully
|
||
[2025-12-06 13:12:47] ================================================================================
|
||
[2025-12-06 13:12:47]
|
||
[2025-12-06 13:13:26] ================================================================================
|
||
[2025-12-06 13:13:26] --- API Test: Generate Plan ---
|
||
[2025-12-06 13:13:26] URL: http://127.0.0.1:8000/generate_plan
|
||
[2025-12-06 13:13:26] Sending Prompt: "无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。"
|
||
[2025-12-06 13:13:36] ✅ Received Response:
|
||
[2025-12-06 13:13:36]
|
||
📝 组织后的Prompt:
|
||
[2025-12-06 13:13:36] === System Prompt ===
|
||
任务：根据用户任意任务指令，生成结构化可执行的无人机行为树（Pytree）JSON。**仅输出单一JSON对象，无任何自然语言、注释或额外内容**。
|
||
|
||
## 一、核心节点定义（格式不可修改，确保后端解析）
|
||
#### 1. 可用节点定义 (必须遵守)
|
||
你必须严格从以下JSON定义的列表中选择节点构建行为树，不允许使用未定义节点：
|
||
```json
|
||
{
|
||
"actions": [
|
||
{"name":"takeoff","params":{"altitude":"float[1,100]，默认2"}},
|
||
{"name":"land","params":{"mode":"'current'/'home'"}},
|
||
{"name":"fly_to_waypoint","params":{"x":"±10000","y":"±10000","z":"[1,5000]","acceptance_radius":"默认2.0"}},
|
||
{"name":"move_direction","params":{"direction":"north/south/east/west/forward/backward/left/right","distance":"[1,10000]，缺省持续移动"}},
|
||
{"name":"orbit_around_point","params":{"center_x":"±10000","center_y":"±10000","center_z":"[1,5000]","radius":"[5,1000]","laps":"[1,20]","clockwise":"默认true","speed_mps":"[0.5,15]","gimbal_lock":"默认true"}},
|
||
{"name":"orbit_around_target","params":{"target_class":"见object_detect列表","description":"可选，目标属性","radius":"[5,1000]","laps":"[1,20]","clockwise":"默认true","speed_mps":"[0.5,15]","gimbal_lock":"默认true"}},
|
||
{"name":"loiter","params":{"duration":"[1,600]秒/until_condition:可选"}},
|
||
{"name":"object_detect","params":{"target_class":"person,bicycle,car,motorcycle,airplane,bus,train,truck,boat,traffic_light,fire_hydrant,stop_sign,parking_meter,bench,bird,cat,dog,horse,sheep,cow,elephant,bear,zebra,giraffe,backpack,umbrella,handbag,tie,suitcase,frisbee,skis,snowboard,sports_ball,kite,baseball_bat,baseball_glove,skateboard,surfboard,tennis_racket,bottle,wine_glass,cup,fork,knife,spoon,bowl,banana,apple,sandwich,orange,broccoli,carrot,hot_dog,pizza,donut,cake,chair,couch,potted_plant,bed,dining_table,toilet,tv,laptop,mouse,remote,keyboard,cell_phone,microwave,oven,toaster,sink,refrigerator,book,clock,vase,scissors,teddy_bear,hair_drier,toothbrush","description":"可选，","count":"默认1"}},
|
||
{"name":"strike_target","params":{"target_class":"同object_detect","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"battle_damage_assessment","params":{"target_class":"同object_detect","assessment_time":"[5,60]，默认15"}},
|
||
{"name":"search_pattern","params":{"pattern_type":"spiral/grid","center_x":"±10000","center_y":"±10000","center_z":"[1,5000]","radius":"[5,1000]","target_class":"同object_detect","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"track_object","params":{"target_class":"同object_detect","description":"可选，目标属性","track_time":"[1,600]秒（必传，不可用'duration'）","min_confidence":"[0.5,1.0]默认0.7","safe_distance":"[2,50]默认10"}},
|
||
{"name":"deliver_payload","params":{"payload_type":"string","release_altitude":"[2,100]默认5"}},
|
||
{"name":"preflight_checks","params":{"check_level":"basic/comprehensive"}}
|
||
],
|
||
"conditions": [
|
||
{"name":"at_waypoint","params":{"x":"±10000","y":"±10000","z":"[1,5000]","tolerance":"默认3.0"}},
|
||
{"name":"object_detected","params":{"target_class":"同object_detect（必传）","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"target_destroyed","params":{"target_class":"同object_detect","description":"可选，目标属性","confidence":"[0.5,1.0]默认0.8"}},
|
||
{"name":"time_elapsed","params":{"duration":"[1,2700]秒"}}
|
||
],
|
||
"control_flow": [
|
||
{"name":"Sequence","params":{},"children":"子节点数组（按序执行，全成功则成功）"},
|
||
{"name":"Selector","params":{"memory":"默认true"},"children":"子节点数组（执行到成功为止）"},
|
||
{"name":"Parallel","params":{"policy":"all_success"},"children":"子节点数组（同时执行，严禁用'one_success'）"}
|
||
]
|
||
}
|
||
```
|
||
|
||
|
||
## 二、节点必填字段（后端Schema强制要求，缺一验证失败）
|
||
每个节点必须包含以下字段，字段名/类型不可自定义：
|
||
1. **`type`**：
|
||
- 动作节点→`"action"`，条件节点→`"condition"`，控制流节点→`"Sequence"`/`"Selector"`/`"Parallel"`（与`name`字段值完全一致）；
|
||
2. **`name`**：必须是上述JSON中`actions`/`conditions`/`control_flow`下的`name`值；
|
||
3. **`params`**：严格匹配上述节点的`params`定义，无自定义参数（如优先级排序不可加“priority”字段，仅用`description`）；
|
||
4. **`children`**：仅控制流节点必含（子节点数组），动作/条件节点无此字段。
|
||
|
||
|
||
## 三、行为树固定结构（通用不变）
|
||
根节点必须是`Parallel`，`children`含`MainTask`（Sequence），结构不随任务类型（含优先级排序）修改：
|
||
```json
|
||
{
|
||
"root": {
|
||
"type": "Parallel",
|
||
"name": "Mission",
|
||
"params": {"policy": "all_success"},
|
||
"children": [
|
||
{
|
||
"type": "Sequence",
|
||
"name": "MainTask",
|
||
"params": {},
|
||
"children": [
|
||
// 通用主任务步骤（含优先级排序任务示例，需按用户指令替换）：
|
||
{"type":"action","name":"preflight_checks","params":{"check_level":"comprehensive"}},
|
||
{"type":"action","name":"takeoff","params":{"altitude":10.0}},
|
||
{"type":"action","name":"fly_to_waypoint","params":{"x":200.0,"y":150.0,"z":10.0}}, // 搜索区坐标（用户未给时填合理值）
|
||
{"type":"action","name":"search_pattern","params":{"pattern_type":"grid","center_x":200.0,"center_y":150.0,"center_z":10.0,"radius":50.0,"target_class":"balloon","description":"红色"}},
|
||
{"type":"condition","name":"object_detected","params":{"target_class":"balloon","description":"红色"}}, // 确认高优先级目标
|
||
{"type":"action","name":"track_object","params":{"target_class":"balloon","description":"红色","track_time":30.0}},
|
||
{"type":"action","name":"strike_target","params":{"target_class":"balloon","description":"红色"}},
|
||
{"type":"action","name":"land","params":{"mode":"home"}}
|
||
]
|
||
}
|
||
]
|
||
}
|
||
}
|
||
```
|
||
|
||
|
||
## 四、优先级排序任务通用示例
|
||
当用户指令中明确提出有多个待考察且具有优先级关系的物体时，节点描述须为优先级关系。比如当指令为已知有三个气球，危险级关系为红色气球大于蓝色气球大于绿色气球，要求优先跟踪最危险的气球时，节点的描述参考下表情形。
|
||
| 用户指令场景 | `target_class` | `description` | 核心节点示例（search_pattern） |
|
||
|-----------------------------|-----------------|-------------------------|------------------------------------------------------------------------------------------------|
|
||
| 红气球＞蓝气球＞绿气球 | `balloon` | `（红＞蓝＞绿）` | `{"type":"action","name":"search_pattern","params":{"pattern_type":"grid","center_x":200,"center_y":150,"center_z":10,"radius":50,"target_class":"balloon","description":"（红＞蓝＞绿）"}}` |
|
||
| 军用卡车＞民用卡车＞面包车 | `truck` | `（军用卡车＞民用卡车＞面包车）` | `{"type":"action","name":"object_detect","params":{"target_class":"truck","description":"（军用卡车＞民用卡车＞面包车）"}}` |
|
||
|
||
|
||
## 五、高频错误规避（确保验证通过）
|
||
1. 优先级排序不可修改`target_class`：如"民用卡车、面包车与军用卡车中，军用卡车优先"，`target_class`仍为`truck`，仅用`description`填排序规则；
|
||
2. 在没有明确指出物体之间的优先级关系情况下，`description`字段只描述物体属性本身，严禁与用户指令中不存在的物体进行排序；
|
||
3. `track_object`必传`track_time`：不可用`duration`替代（如跟踪30秒填`"track_time":30.0`）；
|
||
4. 无自定义节点："锁定高优先级目标"需通过`object_detect`+`object_detected`实现，不可用"lock_high_risk_target"。
|
||
|
||
|
||
## 六、输出要求
|
||
仅输出1个严格符合上述所有规则的JSON对象，**确保：1. 优先级排序逻辑正确填入`description`；2. `target_class`匹配预定义列表；3. 行为树结构不变；4. 后端解析与Schema验证无错误**，无任何冗余内容。
|
||
|
||
|
||
【强制规则】仅生成包含root的复杂行为树JSON，不得输出简单模式（不得包含mode字段或仅有action节点）。
|
||
|
||
=== User Prompt ===
|
||
无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。
|
||
|
||
---
|
||
参考知识：
|
||
以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：
|
||
在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。
|
||
|
||
在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。
|
||
|
||
在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。
|
||
---
|
||
[2025-12-06 13:13:36]
|
||
完整响应内容:
|
||
[2025-12-06 13:13:36] {
|
||
"root": {
|
||
"type": "Parallel",
|
||
"name": "Mission",
|
||
"params": {
|
||
"policy": "all_success"
|
||
},
|
||
"children": [
|
||
{
|
||
"type": "Sequence",
|
||
"name": "MainTask",
|
||
"params": {},
|
||
"children": [
|
||
{
|
||
"type": "action",
|
||
"name": "preflight_checks",
|
||
"params": {
|
||
"check_level": "comprehensive"
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "takeoff",
|
||
"params": {
|
||
"altitude": 80.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "fly_to_waypoint",
|
||
"params": {
|
||
"x": 10.0,
|
||
"y": -10.0,
|
||
"z": 2.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "object_detect",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "红色"
|
||
}
|
||
},
|
||
{
|
||
"type": "condition",
|
||
"name": "object_detected",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "红色"
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "track_object",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "红色",
|
||
"track_time": 10.0,
|
||
"min_confidence": 0.7,
|
||
"safe_distance": 10.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "deliver_payload",
|
||
"params": {
|
||
"payload_type": "camera",
|
||
"release_altitude": 5.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "land",
|
||
"params": {
|
||
"mode": "home"
|
||
}
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
"plan_id": "f9c2e57f-213f-4bc6-926b-62680d364930",
|
||
"visualization_url": "/static/py_tree.png",
|
||
"final_prompt": "=== System Prompt ===\n任务：根据用户任意任务指令，生成结构化可执行的无人机行为树（Pytree）JSON。**仅输出单一JSON对象，无任何自然语言、注释或额外内容**。\n\n## 一、核心节点定义（格式不可修改，确保后端解析）\n#### 1. 可用节点定义 (必须遵守)\n你必须严格从以下JSON定义的列表中选择节点构建行为树，不允许使用未定义节点：\n```json\n{\n \"actions\": [\n {\"name\":\"takeoff\",\"params\":{\"altitude\":\"float[1,100]，默认2\"}},\n {\"name\":\"land\",\"params\":{\"mode\":\"'current'/'home'\"}},\n {\"name\":\"fly_to_waypoint\",\"params\":{\"x\":\"±10000\",\"y\":\"±10000\",\"z\":\"[1,5000]\",\"acceptance_radius\":\"默认2.0\"}},\n {\"name\":\"move_direction\",\"params\":{\"direction\":\"north/south/east/west/forward/backward/left/right\",\"distance\":\"[1,10000]，缺省持续移动\"}},\n {\"name\":\"orbit_around_point\",\"params\":{\"center_x\":\"±10000\",\"center_y\":\"±10000\",\"center_z\":\"[1,5000]\",\"radius\":\"[5,1000]\",\"laps\":\"[1,20]\",\"clockwise\":\"默认true\",\"speed_mps\":\"[0.5,15]\",\"gimbal_lock\":\"默认true\"}},\n {\"name\":\"orbit_around_target\",\"params\":{\"target_class\":\"见object_detect列表\",\"description\":\"可选，目标属性\",\"radius\":\"[5,1000]\",\"laps\":\"[1,20]\",\"clockwise\":\"默认true\",\"speed_mps\":\"[0.5,15]\",\"gimbal_lock\":\"默认true\"}},\n {\"name\":\"loiter\",\"params\":{\"duration\":\"[1,600]秒/until_condition:可选\"}},\n {\"name\":\"object_detect\",\"params\":{\"target_class\":\"person,bicycle,car,motorcycle,airplane,bus,train,truck,boat,traffic_light,fire_hydrant,stop_sign,parking_meter,bench,bird,cat,dog,horse,sheep,cow,elephant,bear,zebra,giraffe,backpack,umbrella,handbag,tie,suitcase,frisbee,skis,snowboard,sports_ball,kite,baseball_bat,baseball_glove,skateboard,surfboard,tennis_racket,bottle,wine_glass,cup,fork,knife,spoon,bowl,banana,apple,sandwich,orange,broccoli,carrot,hot_dog,pizza,donut,cake,chair,couch,potted_plant,bed,dining_table,toilet,tv,laptop,mouse,remote,keyboard,cell_phone,microwave,oven,toaster,sink,refrigerator,book,clock,vase,scissors,teddy_bear,hair_drier,toothbrush\",\"description\":\"可选，\",\"count\":\"默认1\"}},\n {\"name\":\"strike_target\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"battle_damage_assessment\",\"params\":{\"target_class\":\"同object_detect\",\"assessment_time\":\"[5,60]，默认15\"}},\n {\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"spiral/grid\",\"center_x\":\"±10000\",\"center_y\":\"±10000\",\"center_z\":\"[1,5000]\",\"radius\":\"[5,1000]\",\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"track_object\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"track_time\":\"[1,600]秒（必传，不可用'duration'）\",\"min_confidence\":\"[0.5,1.0]默认0.7\",\"safe_distance\":\"[2,50]默认10\"}},\n {\"name\":\"deliver_payload\",\"params\":{\"payload_type\":\"string\",\"release_altitude\":\"[2,100]默认5\"}},\n {\"name\":\"preflight_checks\",\"params\":{\"check_level\":\"basic/comprehensive\"}}\n ],\n \"conditions\": [\n {\"name\":\"at_waypoint\",\"params\":{\"x\":\"±10000\",\"y\":\"±10000\",\"z\":\"[1,5000]\",\"tolerance\":\"默认3.0\"}},\n {\"name\":\"object_detected\",\"params\":{\"target_class\":\"同object_detect（必传）\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"target_destroyed\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"confidence\":\"[0.5,1.0]默认0.8\"}},\n {\"name\":\"time_elapsed\",\"params\":{\"duration\":\"[1,2700]秒\"}}\n ],\n \"control_flow\": [\n {\"name\":\"Sequence\",\"params\":{},\"children\":\"子节点数组（按序执行，全成功则成功）\"},\n {\"name\":\"Selector\",\"params\":{\"memory\":\"默认true\"},\"children\":\"子节点数组（执行到成功为止）\"},\n {\"name\":\"Parallel\",\"params\":{\"policy\":\"all_success\"},\"children\":\"子节点数组（同时执行，严禁用'one_success'）\"}\n ]\n}\n```\n\n\n## 二、节点必填字段（后端Schema强制要求，缺一验证失败）\n每个节点必须包含以下字段，字段名/类型不可自定义：\n1. **`type`**： \n - 动作节点→`\"action\"`，条件节点→`\"condition\"`，控制流节点→`\"Sequence\"`/`\"Selector\"`/`\"Parallel\"`（与`name`字段值完全一致）；\n2. **`name`**：必须是上述JSON中`actions`/`conditions`/`control_flow`下的`name`值；\n3. **`params`**：严格匹配上述节点的`params`定义，无自定义参数（如优先级排序不可加“priority”字段，仅用`description`）；\n4. **`children`**：仅控制流节点必含（子节点数组），动作/条件节点无此字段。\n\n\n## 三、行为树固定结构（通用不变）\n根节点必须是`Parallel`，`children`含`MainTask`（Sequence），结构不随任务类型（含优先级排序）修改：\n```json\n{\n \"root\": {\n \"type\": \"Parallel\",\n \"name\": \"Mission\",\n \"params\": {\"policy\": \"all_success\"},\n \"children\": [\n {\n \"type\": \"Sequence\",\n \"name\": \"MainTask\",\n \"params\": {},\n \"children\": [\n // 通用主任务步骤（含优先级排序任务示例，需按用户指令替换）：\n {\"type\":\"action\",\"name\":\"preflight_checks\",\"params\":{\"check_level\":\"comprehensive\"}},\n {\"type\":\"action\",\"name\":\"takeoff\",\"params\":{\"altitude\":10.0}},\n {\"type\":\"action\",\"name\":\"fly_to_waypoint\",\"params\":{\"x\":200.0,\"y\":150.0,\"z\":10.0}}, // 搜索区坐标（用户未给时填合理值）\n {\"type\":\"action\",\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"grid\",\"center_x\":200.0,\"center_y\":150.0,\"center_z\":10.0,\"radius\":50.0,\"target_class\":\"balloon\",\"description\":\"红色\"}},\n {\"type\":\"condition\",\"name\":\"object_detected\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\"}}, // 确认高优先级目标\n {\"type\":\"action\",\"name\":\"track_object\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\",\"track_time\":30.0}},\n {\"type\":\"action\",\"name\":\"strike_target\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\"}},\n {\"type\":\"action\",\"name\":\"land\",\"params\":{\"mode\":\"home\"}}\n ]\n }\n ]\n }\n}\n```\n\n\n## 四、优先级排序任务通用示例\n当用户指令中明确提出有多个待考察且具有优先级关系的物体时，节点描述须为优先级关系。比如当指令为已知有三个气球，危险级关系为红色气球大于蓝色气球大于绿色气球，要求优先跟踪最危险的气球时，节点的描述参考下表情形。\n| 用户指令场景 | `target_class` | `description` | 核心节点示例（search_pattern） |\n|-----------------------------|-----------------|-------------------------|------------------------------------------------------------------------------------------------|\n| 红气球＞蓝气球＞绿气球 | `balloon` | `（红＞蓝＞绿）` | `{\"type\":\"action\",\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"grid\",\"center_x\":200,\"center_y\":150,\"center_z\":10,\"radius\":50,\"target_class\":\"balloon\",\"description\":\"（红＞蓝＞绿）\"}}` |\n| 军用卡车＞民用卡车＞面包车 | `truck` | `（军用卡车＞民用卡车＞面包车）` | `{\"type\":\"action\",\"name\":\"object_detect\",\"params\":{\"target_class\":\"truck\",\"description\":\"（军用卡车＞民用卡车＞面包车）\"}}` |\n\n\n## 五、高频错误规避（确保验证通过）\n1. 优先级排序不可修改`target_class`：如\"民用卡车、面包车与军用卡车中，军用卡车优先\"，`target_class`仍为`truck`，仅用`description`填排序规则；\n2. 在没有明确指出物体之间的优先级关系情况下，`description`字段只描述物体属性本身，严禁与用户指令中不存在的物体进行排序；\n3. `track_object`必传`track_time`：不可用`duration`替代（如跟踪30秒填`\"track_time\":30.0`）；\n4. 无自定义节点：\"锁定高优先级目标\"需通过`object_detect`+`object_detected`实现，不可用\"lock_high_risk_target\"。\n\n\n## 六、输出要求\n仅输出1个严格符合上述所有规则的JSON对象，**确保：1. 优先级排序逻辑正确填入`description`；2. `target_class`匹配预定义列表；3. 行为树结构不变；4. 后端解析与Schema验证无错误**，无任何冗余内容。\n\n\n【强制规则】仅生成包含root的复杂行为树JSON，不得输出简单模式（不得包含mode字段或仅有action节点）。\n\n=== User Prompt ===\n无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。\n\n---\n参考知识：\n以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：\n在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。\n\n在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。\n\n在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。\n---"
|
||
}
|
||
[2025-12-06 13:13:36]
|
||
--- Validation Checks ---
|
||
[2025-12-06 13:13:36] PASS: Response is a valid JSON object.
|
||
[2025-12-06 13:13:36] PASS: Response contains a valid 'root' key.
|
||
[2025-12-06 13:13:36] PASS: Response contains a valid 'visualization_url': /static/py_tree.png
|
||
[2025-12-06 13:13:36] ✅ Test completed successfully
|
||
[2025-12-06 13:13:36] ================================================================================
|
||
[2025-12-06 13:13:36]
|
||
[2025-12-06 13:32:53] ================================================================================
|
||
[2025-12-06 13:32:53] --- API Test: Generate Plan ---
|
||
[2025-12-06 13:32:53] URL: http://127.0.0.1:8000/generate_plan
|
||
[2025-12-06 13:32:53] Sending Prompt: "无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。"
|
||
[2025-12-06 13:33:04] ✅ Received Response:
|
||
[2025-12-06 13:33:04]
|
||
📝 组织后的Prompt:
|
||
[2025-12-06 13:33:04] === System Prompt ===
|
||
任务：根据用户任意任务指令，生成结构化可执行的无人机行为树（Pytree）JSON。**仅输出单一JSON对象，无任何自然语言、注释或额外内容**。
|
||
|
||
## 一、核心节点定义（格式不可修改，确保后端解析）
|
||
#### 1. 可用节点定义 (必须遵守)
|
||
你必须严格从以下JSON定义的列表中选择节点构建行为树，不允许使用未定义节点：
|
||
```json
|
||
{
|
||
"actions": [
|
||
{"name":"takeoff","params":{"altitude":"float[1,100]，默认2"}},
|
||
{"name":"land","params":{"mode":"'current'/'home'"}},
|
||
{"name":"fly_to_waypoint","params":{"x":"±10000","y":"±10000","z":"[1,5000]","acceptance_radius":"默认2.0"}},
|
||
{"name":"move_direction","params":{"direction":"north/south/east/west/forward/backward/left/right","distance":"[1,10000]，缺省持续移动"}},
|
||
{"name":"orbit_around_point","params":{"center_x":"±10000","center_y":"±10000","center_z":"[1,5000]","radius":"[5,1000]","laps":"[1,20]","clockwise":"默认true","speed_mps":"[0.5,15]","gimbal_lock":"默认true"}},
|
||
{"name":"orbit_around_target","params":{"target_class":"见object_detect列表","description":"可选，目标属性","radius":"[5,1000]","laps":"[1,20]","clockwise":"默认true","speed_mps":"[0.5,15]","gimbal_lock":"默认true"}},
|
||
{"name":"loiter","params":{"duration":"[1,600]秒/until_condition:可选"}},
|
||
{"name":"object_detect","params":{"target_class":"person,bicycle,car,motorcycle,airplane,bus,train,truck,boat,traffic_light,fire_hydrant,stop_sign,parking_meter,bench,bird,cat,dog,horse,sheep,cow,elephant,bear,zebra,giraffe,backpack,umbrella,handbag,tie,suitcase,frisbee,skis,snowboard,sports_ball,kite,baseball_bat,baseball_glove,skateboard,surfboard,tennis_racket,bottle,wine_glass,cup,fork,knife,spoon,bowl,banana,apple,sandwich,orange,broccoli,carrot,hot_dog,pizza,donut,cake,chair,couch,potted_plant,bed,dining_table,toilet,tv,laptop,mouse,remote,keyboard,cell_phone,microwave,oven,toaster,sink,refrigerator,book,clock,vase,scissors,teddy_bear,hair_drier,toothbrush","description":"可选，","count":"默认1"}},
|
||
{"name":"strike_target","params":{"target_class":"同object_detect","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"battle_damage_assessment","params":{"target_class":"同object_detect","assessment_time":"[5,60]，默认15"}},
|
||
{"name":"search_pattern","params":{"pattern_type":"spiral/grid","center_x":"±10000","center_y":"±10000","center_z":"[1,5000]","radius":"[5,1000]","target_class":"同object_detect","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"track_object","params":{"target_class":"同object_detect","description":"可选，目标属性","track_time":"[1,600]秒（必传，不可用'duration'）","min_confidence":"[0.5,1.0]默认0.7","safe_distance":"[2,50]默认10"}},
|
||
{"name":"deliver_payload","params":{"payload_type":"string","release_altitude":"[2,100]默认5"}},
|
||
{"name":"preflight_checks","params":{"check_level":"basic/comprehensive"}}
|
||
],
|
||
"conditions": [
|
||
{"name":"at_waypoint","params":{"x":"±10000","y":"±10000","z":"[1,5000]","tolerance":"默认3.0"}},
|
||
{"name":"object_detected","params":{"target_class":"同object_detect（必传）","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"target_destroyed","params":{"target_class":"同object_detect","description":"可选，目标属性","confidence":"[0.5,1.0]默认0.8"}},
|
||
{"name":"time_elapsed","params":{"duration":"[1,2700]秒"}}
|
||
],
|
||
"control_flow": [
|
||
{"name":"Sequence","params":{},"children":"子节点数组（按序执行，全成功则成功）"},
|
||
{"name":"Selector","params":{"memory":"默认true"},"children":"子节点数组（执行到成功为止）"},
|
||
{"name":"Parallel","params":{"policy":"all_success"},"children":"子节点数组（同时执行，严禁用'one_success'）"}
|
||
]
|
||
}
|
||
```
|
||
|
||
|
||
## 二、节点必填字段（后端Schema强制要求，缺一验证失败）
|
||
每个节点必须包含以下字段，字段名/类型不可自定义：
|
||
1. **`type`**：
|
||
- 动作节点→`"action"`，条件节点→`"condition"`，控制流节点→`"Sequence"`/`"Selector"`/`"Parallel"`（与`name`字段值完全一致）；
|
||
2. **`name`**：必须是上述JSON中`actions`/`conditions`/`control_flow`下的`name`值；
|
||
3. **`params`**：严格匹配上述节点的`params`定义，无自定义参数（如优先级排序不可加“priority”字段，仅用`description`）；
|
||
4. **`children`**：仅控制流节点必含（子节点数组），动作/条件节点无此字段。
|
||
|
||
|
||
## 三、行为树固定结构（通用不变）
|
||
根节点必须是`Parallel`，`children`含`MainTask`（Sequence），结构不随任务类型（含优先级排序）修改：
|
||
```json
|
||
{
|
||
"root": {
|
||
"type": "Parallel",
|
||
"name": "Mission",
|
||
"params": {"policy": "all_success"},
|
||
"children": [
|
||
{
|
||
"type": "Sequence",
|
||
"name": "MainTask",
|
||
"params": {},
|
||
"children": [
|
||
// 通用主任务步骤（含优先级排序任务示例，需按用户指令替换）：
|
||
{"type":"action","name":"preflight_checks","params":{"check_level":"comprehensive"}},
|
||
{"type":"action","name":"takeoff","params":{"altitude":10.0}},
|
||
{"type":"action","name":"fly_to_waypoint","params":{"x":200.0,"y":150.0,"z":10.0}}, // 搜索区坐标（用户未给时填合理值）
|
||
{"type":"action","name":"search_pattern","params":{"pattern_type":"grid","center_x":200.0,"center_y":150.0,"center_z":10.0,"radius":50.0,"target_class":"balloon","description":"红色"}},
|
||
{"type":"condition","name":"object_detected","params":{"target_class":"balloon","description":"红色"}}, // 确认高优先级目标
|
||
{"type":"action","name":"track_object","params":{"target_class":"balloon","description":"红色","track_time":30.0}},
|
||
{"type":"action","name":"strike_target","params":{"target_class":"balloon","description":"红色"}},
|
||
{"type":"action","name":"land","params":{"mode":"home"}}
|
||
]
|
||
}
|
||
]
|
||
}
|
||
}
|
||
```
|
||
|
||
|
||
## 四、优先级排序任务通用示例
|
||
当用户指令中明确提出有多个待考察且具有优先级关系的物体时，节点描述须为优先级关系。比如当指令为已知有三个气球，危险级关系为红色气球大于蓝色气球大于绿色气球，要求优先跟踪最危险的气球时，节点的描述参考下表情形。
|
||
| 用户指令场景 | `target_class` | `description` | 核心节点示例（search_pattern） |
|
||
|-----------------------------|-----------------|-------------------------|------------------------------------------------------------------------------------------------|
|
||
| 红气球＞蓝气球＞绿气球 | `balloon` | `（红＞蓝＞绿）` | `{"type":"action","name":"search_pattern","params":{"pattern_type":"grid","center_x":200,"center_y":150,"center_z":10,"radius":50,"target_class":"balloon","description":"（红＞蓝＞绿）"}}` |
|
||
| 军用卡车＞民用卡车＞面包车 | `truck` | `（军用卡车＞民用卡车＞面包车）` | `{"type":"action","name":"object_detect","params":{"target_class":"truck","description":"（军用卡车＞民用卡车＞面包车）"}}` |
|
||
|
||
|
||
## 五、高频错误规避（确保验证通过）
|
||
1. 优先级排序不可修改`target_class`：如"民用卡车、面包车与军用卡车中，军用卡车优先"，`target_class`仍为`truck`，仅用`description`填排序规则；
|
||
2. 在没有明确指出物体之间的优先级关系情况下，`description`字段只描述物体属性本身，严禁与用户指令中不存在的物体进行排序；
|
||
3. `track_object`必传`track_time`：不可用`duration`替代（如跟踪30秒填`"track_time":30.0`）；
|
||
4. 无自定义节点："锁定高优先级目标"需通过`object_detect`+`object_detected`实现，不可用"lock_high_risk_target"。
|
||
|
||
|
||
## 六、输出要求
|
||
仅输出1个严格符合上述所有规则的JSON对象，**确保：1. 优先级排序逻辑正确填入`description`；2. `target_class`匹配预定义列表；3. 行为树结构不变；4. 后端解析与Schema验证无错误**，无任何冗余内容。
|
||
|
||
|
||
【强制规则】仅生成包含root的复杂行为树JSON，不得输出简单模式（不得包含mode字段或仅有action节点）。
|
||
|
||
=== User Prompt ===
|
||
无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。
|
||
|
||
---
|
||
参考知识：
|
||
以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：
|
||
在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。
|
||
|
||
在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。
|
||
|
||
在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。
|
||
---
|
||
[2025-12-06 13:33:04]
|
||
完整响应内容:
|
||
[2025-12-06 13:33:04] {
|
||
"root": {
|
||
"type": "Parallel",
|
||
"name": "Mission",
|
||
"params": {
|
||
"policy": "all_success"
|
||
},
|
||
"children": [
|
||
{
|
||
"type": "Sequence",
|
||
"name": "MainTask",
|
||
"params": {},
|
||
"children": [
|
||
{
|
||
"type": "action",
|
||
"name": "preflight_checks",
|
||
"params": {
|
||
"check_level": "comprehensive"
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "takeoff",
|
||
"params": {
|
||
"altitude": 80.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "fly_to_waypoint",
|
||
"params": {
|
||
"x": 10.0,
|
||
"y": -10.0,
|
||
"z": 2.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "object_detect",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "（红色）"
|
||
}
|
||
},
|
||
{
|
||
"type": "condition",
|
||
"name": "object_detected",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "（红色）"
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "track_object",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "（红色）",
|
||
"track_time": 10.0,
|
||
"min_confidence": 0.7,
|
||
"safe_distance": 10.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "deliver_payload",
|
||
"params": {
|
||
"payload_type": "camera",
|
||
"release_altitude": 5.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "land",
|
||
"params": {
|
||
"mode": "home"
|
||
}
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
"plan_id": "f332d502-fb68-40ed-ba76-aa5b6203e6d1",
|
||
"visualization_url": "/static/py_tree.png",
|
||
"final_prompt": "=== System Prompt ===\n任务：根据用户任意任务指令，生成结构化可执行的无人机行为树（Pytree）JSON。**仅输出单一JSON对象，无任何自然语言、注释或额外内容**。\n\n## 一、核心节点定义（格式不可修改，确保后端解析）\n#### 1. 可用节点定义 (必须遵守)\n你必须严格从以下JSON定义的列表中选择节点构建行为树，不允许使用未定义节点：\n```json\n{\n \"actions\": [\n {\"name\":\"takeoff\",\"params\":{\"altitude\":\"float[1,100]，默认2\"}},\n {\"name\":\"land\",\"params\":{\"mode\":\"'current'/'home'\"}},\n {\"name\":\"fly_to_waypoint\",\"params\":{\"x\":\"±10000\",\"y\":\"±10000\",\"z\":\"[1,5000]\",\"acceptance_radius\":\"默认2.0\"}},\n {\"name\":\"move_direction\",\"params\":{\"direction\":\"north/south/east/west/forward/backward/left/right\",\"distance\":\"[1,10000]，缺省持续移动\"}},\n {\"name\":\"orbit_around_point\",\"params\":{\"center_x\":\"±10000\",\"center_y\":\"±10000\",\"center_z\":\"[1,5000]\",\"radius\":\"[5,1000]\",\"laps\":\"[1,20]\",\"clockwise\":\"默认true\",\"speed_mps\":\"[0.5,15]\",\"gimbal_lock\":\"默认true\"}},\n {\"name\":\"orbit_around_target\",\"params\":{\"target_class\":\"见object_detect列表\",\"description\":\"可选，目标属性\",\"radius\":\"[5,1000]\",\"laps\":\"[1,20]\",\"clockwise\":\"默认true\",\"speed_mps\":\"[0.5,15]\",\"gimbal_lock\":\"默认true\"}},\n {\"name\":\"loiter\",\"params\":{\"duration\":\"[1,600]秒/until_condition:可选\"}},\n {\"name\":\"object_detect\",\"params\":{\"target_class\":\"person,bicycle,car,motorcycle,airplane,bus,train,truck,boat,traffic_light,fire_hydrant,stop_sign,parking_meter,bench,bird,cat,dog,horse,sheep,cow,elephant,bear,zebra,giraffe,backpack,umbrella,handbag,tie,suitcase,frisbee,skis,snowboard,sports_ball,kite,baseball_bat,baseball_glove,skateboard,surfboard,tennis_racket,bottle,wine_glass,cup,fork,knife,spoon,bowl,banana,apple,sandwich,orange,broccoli,carrot,hot_dog,pizza,donut,cake,chair,couch,potted_plant,bed,dining_table,toilet,tv,laptop,mouse,remote,keyboard,cell_phone,microwave,oven,toaster,sink,refrigerator,book,clock,vase,scissors,teddy_bear,hair_drier,toothbrush\",\"description\":\"可选，\",\"count\":\"默认1\"}},\n {\"name\":\"strike_target\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"battle_damage_assessment\",\"params\":{\"target_class\":\"同object_detect\",\"assessment_time\":\"[5,60]，默认15\"}},\n {\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"spiral/grid\",\"center_x\":\"±10000\",\"center_y\":\"±10000\",\"center_z\":\"[1,5000]\",\"radius\":\"[5,1000]\",\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"track_object\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"track_time\":\"[1,600]秒（必传，不可用'duration'）\",\"min_confidence\":\"[0.5,1.0]默认0.7\",\"safe_distance\":\"[2,50]默认10\"}},\n {\"name\":\"deliver_payload\",\"params\":{\"payload_type\":\"string\",\"release_altitude\":\"[2,100]默认5\"}},\n {\"name\":\"preflight_checks\",\"params\":{\"check_level\":\"basic/comprehensive\"}}\n ],\n \"conditions\": [\n {\"name\":\"at_waypoint\",\"params\":{\"x\":\"±10000\",\"y\":\"±10000\",\"z\":\"[1,5000]\",\"tolerance\":\"默认3.0\"}},\n {\"name\":\"object_detected\",\"params\":{\"target_class\":\"同object_detect（必传）\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"target_destroyed\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"confidence\":\"[0.5,1.0]默认0.8\"}},\n {\"name\":\"time_elapsed\",\"params\":{\"duration\":\"[1,2700]秒\"}}\n ],\n \"control_flow\": [\n {\"name\":\"Sequence\",\"params\":{},\"children\":\"子节点数组（按序执行，全成功则成功）\"},\n {\"name\":\"Selector\",\"params\":{\"memory\":\"默认true\"},\"children\":\"子节点数组（执行到成功为止）\"},\n {\"name\":\"Parallel\",\"params\":{\"policy\":\"all_success\"},\"children\":\"子节点数组（同时执行，严禁用'one_success'）\"}\n ]\n}\n```\n\n\n## 二、节点必填字段（后端Schema强制要求，缺一验证失败）\n每个节点必须包含以下字段，字段名/类型不可自定义：\n1. **`type`**： \n - 动作节点→`\"action\"`，条件节点→`\"condition\"`，控制流节点→`\"Sequence\"`/`\"Selector\"`/`\"Parallel\"`（与`name`字段值完全一致）；\n2. **`name`**：必须是上述JSON中`actions`/`conditions`/`control_flow`下的`name`值；\n3. **`params`**：严格匹配上述节点的`params`定义，无自定义参数（如优先级排序不可加“priority”字段，仅用`description`）；\n4. **`children`**：仅控制流节点必含（子节点数组），动作/条件节点无此字段。\n\n\n## 三、行为树固定结构（通用不变）\n根节点必须是`Parallel`，`children`含`MainTask`（Sequence），结构不随任务类型（含优先级排序）修改：\n```json\n{\n \"root\": {\n \"type\": \"Parallel\",\n \"name\": \"Mission\",\n \"params\": {\"policy\": \"all_success\"},\n \"children\": [\n {\n \"type\": \"Sequence\",\n \"name\": \"MainTask\",\n \"params\": {},\n \"children\": [\n // 通用主任务步骤（含优先级排序任务示例，需按用户指令替换）：\n {\"type\":\"action\",\"name\":\"preflight_checks\",\"params\":{\"check_level\":\"comprehensive\"}},\n {\"type\":\"action\",\"name\":\"takeoff\",\"params\":{\"altitude\":10.0}},\n {\"type\":\"action\",\"name\":\"fly_to_waypoint\",\"params\":{\"x\":200.0,\"y\":150.0,\"z\":10.0}}, // 搜索区坐标（用户未给时填合理值）\n {\"type\":\"action\",\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"grid\",\"center_x\":200.0,\"center_y\":150.0,\"center_z\":10.0,\"radius\":50.0,\"target_class\":\"balloon\",\"description\":\"红色\"}},\n {\"type\":\"condition\",\"name\":\"object_detected\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\"}}, // 确认高优先级目标\n {\"type\":\"action\",\"name\":\"track_object\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\",\"track_time\":30.0}},\n {\"type\":\"action\",\"name\":\"strike_target\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\"}},\n {\"type\":\"action\",\"name\":\"land\",\"params\":{\"mode\":\"home\"}}\n ]\n }\n ]\n }\n}\n```\n\n\n## 四、优先级排序任务通用示例\n当用户指令中明确提出有多个待考察且具有优先级关系的物体时，节点描述须为优先级关系。比如当指令为已知有三个气球，危险级关系为红色气球大于蓝色气球大于绿色气球，要求优先跟踪最危险的气球时，节点的描述参考下表情形。\n| 用户指令场景 | `target_class` | `description` | 核心节点示例（search_pattern） |\n|-----------------------------|-----------------|-------------------------|------------------------------------------------------------------------------------------------|\n| 红气球＞蓝气球＞绿气球 | `balloon` | `（红＞蓝＞绿）` | `{\"type\":\"action\",\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"grid\",\"center_x\":200,\"center_y\":150,\"center_z\":10,\"radius\":50,\"target_class\":\"balloon\",\"description\":\"（红＞蓝＞绿）\"}}` |\n| 军用卡车＞民用卡车＞面包车 | `truck` | `（军用卡车＞民用卡车＞面包车）` | `{\"type\":\"action\",\"name\":\"object_detect\",\"params\":{\"target_class\":\"truck\",\"description\":\"（军用卡车＞民用卡车＞面包车）\"}}` |\n\n\n## 五、高频错误规避（确保验证通过）\n1. 优先级排序不可修改`target_class`：如\"民用卡车、面包车与军用卡车中，军用卡车优先\"，`target_class`仍为`truck`，仅用`description`填排序规则；\n2. 在没有明确指出物体之间的优先级关系情况下，`description`字段只描述物体属性本身，严禁与用户指令中不存在的物体进行排序；\n3. `track_object`必传`track_time`：不可用`duration`替代（如跟踪30秒填`\"track_time\":30.0`）；\n4. 无自定义节点：\"锁定高优先级目标\"需通过`object_detect`+`object_detected`实现，不可用\"lock_high_risk_target\"。\n\n\n## 六、输出要求\n仅输出1个严格符合上述所有规则的JSON对象，**确保：1. 优先级排序逻辑正确填入`description`；2. `target_class`匹配预定义列表；3. 行为树结构不变；4. 后端解析与Schema验证无错误**，无任何冗余内容。\n\n\n【强制规则】仅生成包含root的复杂行为树JSON，不得输出简单模式（不得包含mode字段或仅有action节点）。\n\n=== User Prompt ===\n无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。\n\n---\n参考知识：\n以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：\n在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。\n\n在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。\n\n在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。\n---"
|
||
}
|
||
[2025-12-06 13:33:04]
|
||
--- Validation Checks ---
|
||
[2025-12-06 13:33:04] PASS: Response is a valid JSON object.
|
||
[2025-12-06 13:33:04] PASS: Response contains a valid 'root' key.
|
||
[2025-12-06 13:33:04] PASS: Response contains a valid 'visualization_url': /static/py_tree.png
|
||
[2025-12-06 13:33:04] ✅ Test completed successfully
|
||
[2025-12-06 13:33:04] ================================================================================
|
||
[2025-12-06 13:33:04]
|
||
[2025-12-06 13:34:21] ================================================================================
|
||
[2025-12-06 13:34:21] --- API Test: Generate Plan ---
|
||
[2025-12-06 13:34:21] URL: http://127.0.0.1:8000/generate_plan
|
||
[2025-12-06 13:34:21] Sending Prompt: "无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。"
|
||
[2025-12-06 13:34:32] ✅ Received Response:
|
||
[2025-12-06 13:34:32]
|
||
📝 组织后的Prompt:
|
||
[2025-12-06 13:34:32] === System Prompt ===
|
||
任务：根据用户任意任务指令，生成结构化可执行的无人机行为树（Pytree）JSON。**仅输出单一JSON对象，无任何自然语言、注释或额外内容**。
|
||
|
||
## 一、核心节点定义（格式不可修改，确保后端解析）
|
||
#### 1. 可用节点定义 (必须遵守)
|
||
你必须严格从以下JSON定义的列表中选择节点构建行为树，不允许使用未定义节点：
|
||
```json
|
||
{
|
||
"actions": [
|
||
{"name":"takeoff","params":{"altitude":"float[1,100]，默认2"}},
|
||
{"name":"land","params":{"mode":"'current'/'home'"}},
|
||
{"name":"fly_to_waypoint","params":{"x":"±10000","y":"±10000","z":"[1,5000]","acceptance_radius":"默认2.0"}},
|
||
{"name":"move_direction","params":{"direction":"north/south/east/west/forward/backward/left/right","distance":"[1,10000]，缺省持续移动"}},
|
||
{"name":"orbit_around_point","params":{"center_x":"±10000","center_y":"±10000","center_z":"[1,5000]","radius":"[5,1000]","laps":"[1,20]","clockwise":"默认true","speed_mps":"[0.5,15]","gimbal_lock":"默认true"}},
|
||
{"name":"orbit_around_target","params":{"target_class":"见object_detect列表","description":"可选，目标属性","radius":"[5,1000]","laps":"[1,20]","clockwise":"默认true","speed_mps":"[0.5,15]","gimbal_lock":"默认true"}},
|
||
{"name":"loiter","params":{"duration":"[1,600]秒/until_condition:可选"}},
|
||
{"name":"object_detect","params":{"target_class":"person,bicycle,car,motorcycle,airplane,bus,train,truck,boat,traffic_light,fire_hydrant,stop_sign,parking_meter,bench,bird,cat,dog,horse,sheep,cow,elephant,bear,zebra,giraffe,backpack,umbrella,handbag,tie,suitcase,frisbee,skis,snowboard,sports_ball,kite,baseball_bat,baseball_glove,skateboard,surfboard,tennis_racket,bottle,wine_glass,cup,fork,knife,spoon,bowl,banana,apple,sandwich,orange,broccoli,carrot,hot_dog,pizza,donut,cake,chair,couch,potted_plant,bed,dining_table,toilet,tv,laptop,mouse,remote,keyboard,cell_phone,microwave,oven,toaster,sink,refrigerator,book,clock,vase,scissors,teddy_bear,hair_drier,toothbrush","description":"可选，","count":"默认1"}},
|
||
{"name":"strike_target","params":{"target_class":"同object_detect","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"battle_damage_assessment","params":{"target_class":"同object_detect","assessment_time":"[5,60]，默认15"}},
|
||
{"name":"search_pattern","params":{"pattern_type":"spiral/grid","center_x":"±10000","center_y":"±10000","center_z":"[1,5000]","radius":"[5,1000]","target_class":"同object_detect","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"track_object","params":{"target_class":"同object_detect","description":"可选，目标属性","track_time":"[1,600]秒（必传，不可用'duration'）","min_confidence":"[0.5,1.0]默认0.7","safe_distance":"[2,50]默认10"}},
|
||
{"name":"deliver_payload","params":{"payload_type":"string","release_altitude":"[2,100]默认5"}},
|
||
{"name":"preflight_checks","params":{"check_level":"basic/comprehensive"}}
|
||
],
|
||
"conditions": [
|
||
{"name":"at_waypoint","params":{"x":"±10000","y":"±10000","z":"[1,5000]","tolerance":"默认3.0"}},
|
||
{"name":"object_detected","params":{"target_class":"同object_detect（必传）","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"target_destroyed","params":{"target_class":"同object_detect","description":"可选，目标属性","confidence":"[0.5,1.0]默认0.8"}},
|
||
{"name":"time_elapsed","params":{"duration":"[1,2700]秒"}}
|
||
],
|
||
"control_flow": [
|
||
{"name":"Sequence","params":{},"children":"子节点数组（按序执行，全成功则成功）"},
|
||
{"name":"Selector","params":{"memory":"默认true"},"children":"子节点数组（执行到成功为止）"},
|
||
{"name":"Parallel","params":{"policy":"all_success"},"children":"子节点数组（同时执行，严禁用'one_success'）"}
|
||
]
|
||
}
|
||
```
|
||
|
||
|
||
## 二、节点必填字段（后端Schema强制要求，缺一验证失败）
|
||
每个节点必须包含以下字段，字段名/类型不可自定义：
|
||
1. **`type`**：
|
||
- 动作节点→`"action"`，条件节点→`"condition"`，控制流节点→`"Sequence"`/`"Selector"`/`"Parallel"`（与`name`字段值完全一致）；
|
||
2. **`name`**：必须是上述JSON中`actions`/`conditions`/`control_flow`下的`name`值；
|
||
3. **`params`**：严格匹配上述节点的`params`定义，无自定义参数（如优先级排序不可加“priority”字段，仅用`description`）；
|
||
4. **`children`**：仅控制流节点必含（子节点数组），动作/条件节点无此字段。
|
||
|
||
|
||
## 三、行为树固定结构（通用不变）
|
||
根节点必须是`Parallel`，`children`含`MainTask`（Sequence），结构不随任务类型（含优先级排序）修改：
|
||
```json
|
||
{
|
||
"root": {
|
||
"type": "Parallel",
|
||
"name": "Mission",
|
||
"params": {"policy": "all_success"},
|
||
"children": [
|
||
{
|
||
"type": "Sequence",
|
||
"name": "MainTask",
|
||
"params": {},
|
||
"children": [
|
||
// 通用主任务步骤（含优先级排序任务示例，需按用户指令替换）：
|
||
{"type":"action","name":"preflight_checks","params":{"check_level":"comprehensive"}},
|
||
{"type":"action","name":"takeoff","params":{"altitude":10.0}},
|
||
{"type":"action","name":"fly_to_waypoint","params":{"x":200.0,"y":150.0,"z":10.0}}, // 搜索区坐标（用户未给时填合理值）
|
||
{"type":"action","name":"search_pattern","params":{"pattern_type":"grid","center_x":200.0,"center_y":150.0,"center_z":10.0,"radius":50.0,"target_class":"balloon","description":"红色"}},
|
||
{"type":"condition","name":"object_detected","params":{"target_class":"balloon","description":"红色"}}, // 确认高优先级目标
|
||
{"type":"action","name":"track_object","params":{"target_class":"balloon","description":"红色","track_time":30.0}},
|
||
{"type":"action","name":"strike_target","params":{"target_class":"balloon","description":"红色"}},
|
||
{"type":"action","name":"land","params":{"mode":"home"}}
|
||
]
|
||
}
|
||
]
|
||
}
|
||
}
|
||
```
|
||
|
||
|
||
## 四、优先级排序任务通用示例
|
||
当用户指令中明确提出有多个待考察且具有优先级关系的物体时，节点描述须为优先级关系。比如当指令为已知有三个气球，危险级关系为红色气球大于蓝色气球大于绿色气球，要求优先跟踪最危险的气球时，节点的描述参考下表情形。
|
||
| 用户指令场景 | `target_class` | `description` | 核心节点示例（search_pattern） |
|
||
|-----------------------------|-----------------|-------------------------|------------------------------------------------------------------------------------------------|
|
||
| 红气球＞蓝气球＞绿气球 | `balloon` | `（红＞蓝＞绿）` | `{"type":"action","name":"search_pattern","params":{"pattern_type":"grid","center_x":200,"center_y":150,"center_z":10,"radius":50,"target_class":"balloon","description":"（红＞蓝＞绿）"}}` |
|
||
| 军用卡车＞民用卡车＞面包车 | `truck` | `（军用卡车＞民用卡车＞面包车）` | `{"type":"action","name":"object_detect","params":{"target_class":"truck","description":"（军用卡车＞民用卡车＞面包车）"}}` |
|
||
|
||
|
||
## 五、高频错误规避（确保验证通过）
|
||
1. 优先级排序不可修改`target_class`：如"民用卡车、面包车与军用卡车中，军用卡车优先"，`target_class`仍为`truck`，仅用`description`填排序规则；
|
||
2. 在没有明确指出物体之间的优先级关系情况下，`description`字段只描述物体属性本身，严禁与用户指令中不存在的物体进行排序；
|
||
3. `track_object`必传`track_time`：不可用`duration`替代（如跟踪30秒填`"track_time":30.0`）；
|
||
4. 无自定义节点："锁定高优先级目标"需通过`object_detect`+`object_detected`实现，不可用"lock_high_risk_target"。
|
||
|
||
|
||
## 六、输出要求
|
||
仅输出1个严格符合上述所有规则的JSON对象，**确保：1. 优先级排序逻辑正确填入`description`；2. `target_class`匹配预定义列表；3. 行为树结构不变；4. 后端解析与Schema验证无错误**，无任何冗余内容。
|
||
|
||
|
||
【强制规则】仅生成包含root的复杂行为树JSON，不得输出简单模式（不得包含mode字段或仅有action节点）。
|
||
|
||
=== User Prompt ===
|
||
无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。
|
||
|
||
---
|
||
参考知识：
|
||
以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：
|
||
在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。
|
||
|
||
在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。
|
||
|
||
在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。
|
||
---
|
||
[2025-12-06 13:34:32]
|
||
完整响应内容:
|
||
[2025-12-06 13:34:32] {
|
||
"root": {
|
||
"type": "Parallel",
|
||
"name": "Mission",
|
||
"params": {
|
||
"policy": "all_success"
|
||
},
|
||
"children": [
|
||
{
|
||
"type": "Sequence",
|
||
"name": "MainTask",
|
||
"params": {},
|
||
"children": [
|
||
{
|
||
"type": "action",
|
||
"name": "preflight_checks",
|
||
"params": {
|
||
"check_level": "comprehensive"
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "takeoff",
|
||
"params": {
|
||
"altitude": 80.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "fly_to_waypoint",
|
||
"params": {
|
||
"x": 10.0,
|
||
"y": -10.0,
|
||
"z": 2.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "object_detect",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "红色"
|
||
}
|
||
},
|
||
{
|
||
"type": "condition",
|
||
"name": "object_detected",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "红色"
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "track_object",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "红色",
|
||
"track_time": 10.0,
|
||
"min_confidence": 0.7,
|
||
"safe_distance": 10.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "deliver_payload",
|
||
"params": {
|
||
"payload_type": "camera",
|
||
"release_altitude": 5.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "land",
|
||
"params": {
|
||
"mode": "home"
|
||
}
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
"plan_id": "b23742c8-49ac-444d-965c-0d7dd7a2f50d",
|
||
"visualization_url": "/static/py_tree.png",
|
||
"final_prompt": "=== System Prompt ===\n任务：根据用户任意任务指令，生成结构化可执行的无人机行为树（Pytree）JSON。**仅输出单一JSON对象，无任何自然语言、注释或额外内容**。\n\n## 一、核心节点定义（格式不可修改，确保后端解析）\n#### 1. 可用节点定义 (必须遵守)\n你必须严格从以下JSON定义的列表中选择节点构建行为树，不允许使用未定义节点：\n```json\n{\n \"actions\": [\n {\"name\":\"takeoff\",\"params\":{\"altitude\":\"float[1,100]，默认2\"}},\n {\"name\":\"land\",\"params\":{\"mode\":\"'current'/'home'\"}},\n {\"name\":\"fly_to_waypoint\",\"params\":{\"x\":\"±10000\",\"y\":\"±10000\",\"z\":\"[1,5000]\",\"acceptance_radius\":\"默认2.0\"}},\n {\"name\":\"move_direction\",\"params\":{\"direction\":\"north/south/east/west/forward/backward/left/right\",\"distance\":\"[1,10000]，缺省持续移动\"}},\n {\"name\":\"orbit_around_point\",\"params\":{\"center_x\":\"±10000\",\"center_y\":\"±10000\",\"center_z\":\"[1,5000]\",\"radius\":\"[5,1000]\",\"laps\":\"[1,20]\",\"clockwise\":\"默认true\",\"speed_mps\":\"[0.5,15]\",\"gimbal_lock\":\"默认true\"}},\n {\"name\":\"orbit_around_target\",\"params\":{\"target_class\":\"见object_detect列表\",\"description\":\"可选，目标属性\",\"radius\":\"[5,1000]\",\"laps\":\"[1,20]\",\"clockwise\":\"默认true\",\"speed_mps\":\"[0.5,15]\",\"gimbal_lock\":\"默认true\"}},\n {\"name\":\"loiter\",\"params\":{\"duration\":\"[1,600]秒/until_condition:可选\"}},\n {\"name\":\"object_detect\",\"params\":{\"target_class\":\"person,bicycle,car,motorcycle,airplane,bus,train,truck,boat,traffic_light,fire_hydrant,stop_sign,parking_meter,bench,bird,cat,dog,horse,sheep,cow,elephant,bear,zebra,giraffe,backpack,umbrella,handbag,tie,suitcase,frisbee,skis,snowboard,sports_ball,kite,baseball_bat,baseball_glove,skateboard,surfboard,tennis_racket,bottle,wine_glass,cup,fork,knife,spoon,bowl,banana,apple,sandwich,orange,broccoli,carrot,hot_dog,pizza,donut,cake,chair,couch,potted_plant,bed,dining_table,toilet,tv,laptop,mouse,remote,keyboard,cell_phone,microwave,oven,toaster,sink,refrigerator,book,clock,vase,scissors,teddy_bear,hair_drier,toothbrush\",\"description\":\"可选，\",\"count\":\"默认1\"}},\n {\"name\":\"strike_target\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"battle_damage_assessment\",\"params\":{\"target_class\":\"同object_detect\",\"assessment_time\":\"[5,60]，默认15\"}},\n {\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"spiral/grid\",\"center_x\":\"±10000\",\"center_y\":\"±10000\",\"center_z\":\"[1,5000]\",\"radius\":\"[5,1000]\",\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"track_object\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"track_time\":\"[1,600]秒（必传，不可用'duration'）\",\"min_confidence\":\"[0.5,1.0]默认0.7\",\"safe_distance\":\"[2,50]默认10\"}},\n {\"name\":\"deliver_payload\",\"params\":{\"payload_type\":\"string\",\"release_altitude\":\"[2,100]默认5\"}},\n {\"name\":\"preflight_checks\",\"params\":{\"check_level\":\"basic/comprehensive\"}}\n ],\n \"conditions\": [\n {\"name\":\"at_waypoint\",\"params\":{\"x\":\"±10000\",\"y\":\"±10000\",\"z\":\"[1,5000]\",\"tolerance\":\"默认3.0\"}},\n {\"name\":\"object_detected\",\"params\":{\"target_class\":\"同object_detect（必传）\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"target_destroyed\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"confidence\":\"[0.5,1.0]默认0.8\"}},\n {\"name\":\"time_elapsed\",\"params\":{\"duration\":\"[1,2700]秒\"}}\n ],\n \"control_flow\": [\n {\"name\":\"Sequence\",\"params\":{},\"children\":\"子节点数组（按序执行，全成功则成功）\"},\n {\"name\":\"Selector\",\"params\":{\"memory\":\"默认true\"},\"children\":\"子节点数组（执行到成功为止）\"},\n {\"name\":\"Parallel\",\"params\":{\"policy\":\"all_success\"},\"children\":\"子节点数组（同时执行，严禁用'one_success'）\"}\n ]\n}\n```\n\n\n## 二、节点必填字段（后端Schema强制要求，缺一验证失败）\n每个节点必须包含以下字段，字段名/类型不可自定义：\n1. **`type`**： \n - 动作节点→`\"action\"`，条件节点→`\"condition\"`，控制流节点→`\"Sequence\"`/`\"Selector\"`/`\"Parallel\"`（与`name`字段值完全一致）；\n2. **`name`**：必须是上述JSON中`actions`/`conditions`/`control_flow`下的`name`值；\n3. **`params`**：严格匹配上述节点的`params`定义，无自定义参数（如优先级排序不可加“priority”字段，仅用`description`）；\n4. **`children`**：仅控制流节点必含（子节点数组），动作/条件节点无此字段。\n\n\n## 三、行为树固定结构（通用不变）\n根节点必须是`Parallel`，`children`含`MainTask`（Sequence），结构不随任务类型（含优先级排序）修改：\n```json\n{\n \"root\": {\n \"type\": \"Parallel\",\n \"name\": \"Mission\",\n \"params\": {\"policy\": \"all_success\"},\n \"children\": [\n {\n \"type\": \"Sequence\",\n \"name\": \"MainTask\",\n \"params\": {},\n \"children\": [\n // 通用主任务步骤（含优先级排序任务示例，需按用户指令替换）：\n {\"type\":\"action\",\"name\":\"preflight_checks\",\"params\":{\"check_level\":\"comprehensive\"}},\n {\"type\":\"action\",\"name\":\"takeoff\",\"params\":{\"altitude\":10.0}},\n {\"type\":\"action\",\"name\":\"fly_to_waypoint\",\"params\":{\"x\":200.0,\"y\":150.0,\"z\":10.0}}, // 搜索区坐标（用户未给时填合理值）\n {\"type\":\"action\",\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"grid\",\"center_x\":200.0,\"center_y\":150.0,\"center_z\":10.0,\"radius\":50.0,\"target_class\":\"balloon\",\"description\":\"红色\"}},\n {\"type\":\"condition\",\"name\":\"object_detected\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\"}}, // 确认高优先级目标\n {\"type\":\"action\",\"name\":\"track_object\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\",\"track_time\":30.0}},\n {\"type\":\"action\",\"name\":\"strike_target\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\"}},\n {\"type\":\"action\",\"name\":\"land\",\"params\":{\"mode\":\"home\"}}\n ]\n }\n ]\n }\n}\n```\n\n\n## 四、优先级排序任务通用示例\n当用户指令中明确提出有多个待考察且具有优先级关系的物体时，节点描述须为优先级关系。比如当指令为已知有三个气球，危险级关系为红色气球大于蓝色气球大于绿色气球，要求优先跟踪最危险的气球时，节点的描述参考下表情形。\n| 用户指令场景 | `target_class` | `description` | 核心节点示例（search_pattern） |\n|-----------------------------|-----------------|-------------------------|------------------------------------------------------------------------------------------------|\n| 红气球＞蓝气球＞绿气球 | `balloon` | `（红＞蓝＞绿）` | `{\"type\":\"action\",\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"grid\",\"center_x\":200,\"center_y\":150,\"center_z\":10,\"radius\":50,\"target_class\":\"balloon\",\"description\":\"（红＞蓝＞绿）\"}}` |\n| 军用卡车＞民用卡车＞面包车 | `truck` | `（军用卡车＞民用卡车＞面包车）` | `{\"type\":\"action\",\"name\":\"object_detect\",\"params\":{\"target_class\":\"truck\",\"description\":\"（军用卡车＞民用卡车＞面包车）\"}}` |\n\n\n## 五、高频错误规避（确保验证通过）\n1. 优先级排序不可修改`target_class`：如\"民用卡车、面包车与军用卡车中，军用卡车优先\"，`target_class`仍为`truck`，仅用`description`填排序规则；\n2. 在没有明确指出物体之间的优先级关系情况下，`description`字段只描述物体属性本身，严禁与用户指令中不存在的物体进行排序；\n3. `track_object`必传`track_time`：不可用`duration`替代（如跟踪30秒填`\"track_time\":30.0`）；\n4. 无自定义节点：\"锁定高优先级目标\"需通过`object_detect`+`object_detected`实现，不可用\"lock_high_risk_target\"。\n\n\n## 六、输出要求\n仅输出1个严格符合上述所有规则的JSON对象，**确保：1. 优先级排序逻辑正确填入`description`；2. `target_class`匹配预定义列表；3. 行为树结构不变；4. 后端解析与Schema验证无错误**，无任何冗余内容。\n\n\n【强制规则】仅生成包含root的复杂行为树JSON，不得输出简单模式（不得包含mode字段或仅有action节点）。\n\n=== User Prompt ===\n无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。\n\n---\n参考知识：\n以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：\n在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。\n\n在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。\n\n在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。\n---"
|
||
}
|
||
[2025-12-06 13:34:32]
|
||
--- Validation Checks ---
|
||
[2025-12-06 13:34:32] PASS: Response is a valid JSON object.
|
||
[2025-12-06 13:34:32] PASS: Response contains a valid 'root' key.
|
||
[2025-12-06 13:34:32] PASS: Response contains a valid 'visualization_url': /static/py_tree.png
|
||
[2025-12-06 13:34:32] ✅ Test completed successfully
|
||
[2025-12-06 13:34:32] ================================================================================
|
||
[2025-12-06 13:34:32]
|
||
[2025-12-06 13:35:13] ================================================================================
|
||
[2025-12-06 13:35:13] --- API Test: Generate Plan ---
|
||
[2025-12-06 13:35:13] URL: http://127.0.0.1:8000/generate_plan
|
||
[2025-12-06 13:35:13] Sending Prompt: "无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。"
|
||
[2025-12-06 13:35:24] ✅ Received Response:
|
||
[2025-12-06 13:35:24]
|
||
📝 组织后的Prompt:
|
||
[2025-12-06 13:35:24] === System Prompt ===
|
||
任务：根据用户任意任务指令，生成结构化可执行的无人机行为树（Pytree）JSON。**仅输出单一JSON对象，无任何自然语言、注释或额外内容**。
|
||
|
||
## 一、核心节点定义（格式不可修改，确保后端解析）
|
||
#### 1. 可用节点定义 (必须遵守)
|
||
你必须严格从以下JSON定义的列表中选择节点构建行为树，不允许使用未定义节点：
|
||
```json
|
||
{
|
||
"actions": [
|
||
{"name":"takeoff","params":{"altitude":"float[1,100]，默认2"}},
|
||
{"name":"land","params":{"mode":"'current'/'home'"}},
|
||
{"name":"fly_to_waypoint","params":{"x":"±10000","y":"±10000","z":"[1,5000]","acceptance_radius":"默认2.0"}},
|
||
{"name":"move_direction","params":{"direction":"north/south/east/west/forward/backward/left/right","distance":"[1,10000]，缺省持续移动"}},
|
||
{"name":"orbit_around_point","params":{"center_x":"±10000","center_y":"±10000","center_z":"[1,5000]","radius":"[5,1000]","laps":"[1,20]","clockwise":"默认true","speed_mps":"[0.5,15]","gimbal_lock":"默认true"}},
|
||
{"name":"orbit_around_target","params":{"target_class":"见object_detect列表","description":"可选，目标属性","radius":"[5,1000]","laps":"[1,20]","clockwise":"默认true","speed_mps":"[0.5,15]","gimbal_lock":"默认true"}},
|
||
{"name":"loiter","params":{"duration":"[1,600]秒/until_condition:可选"}},
|
||
{"name":"object_detect","params":{"target_class":"person,bicycle,car,motorcycle,airplane,bus,train,truck,boat,traffic_light,fire_hydrant,stop_sign,parking_meter,bench,bird,cat,dog,horse,sheep,cow,elephant,bear,zebra,giraffe,backpack,umbrella,handbag,tie,suitcase,frisbee,skis,snowboard,sports_ball,kite,baseball_bat,baseball_glove,skateboard,surfboard,tennis_racket,bottle,wine_glass,cup,fork,knife,spoon,bowl,banana,apple,sandwich,orange,broccoli,carrot,hot_dog,pizza,donut,cake,chair,couch,potted_plant,bed,dining_table,toilet,tv,laptop,mouse,remote,keyboard,cell_phone,microwave,oven,toaster,sink,refrigerator,book,clock,vase,scissors,teddy_bear,hair_drier,toothbrush","description":"可选，","count":"默认1"}},
|
||
{"name":"strike_target","params":{"target_class":"同object_detect","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"battle_damage_assessment","params":{"target_class":"同object_detect","assessment_time":"[5,60]，默认15"}},
|
||
{"name":"search_pattern","params":{"pattern_type":"spiral/grid","center_x":"±10000","center_y":"±10000","center_z":"[1,5000]","radius":"[5,1000]","target_class":"同object_detect","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"track_object","params":{"target_class":"同object_detect","description":"可选，目标属性","track_time":"[1,600]秒（必传，不可用'duration'）","min_confidence":"[0.5,1.0]默认0.7","safe_distance":"[2,50]默认10"}},
|
||
{"name":"deliver_payload","params":{"payload_type":"string","release_altitude":"[2,100]默认5"}},
|
||
{"name":"preflight_checks","params":{"check_level":"basic/comprehensive"}}
|
||
],
|
||
"conditions": [
|
||
{"name":"at_waypoint","params":{"x":"±10000","y":"±10000","z":"[1,5000]","tolerance":"默认3.0"}},
|
||
{"name":"object_detected","params":{"target_class":"同object_detect（必传）","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"target_destroyed","params":{"target_class":"同object_detect","description":"可选，目标属性","confidence":"[0.5,1.0]默认0.8"}},
|
||
{"name":"time_elapsed","params":{"duration":"[1,2700]秒"}}
|
||
],
|
||
"control_flow": [
|
||
{"name":"Sequence","params":{},"children":"子节点数组（按序执行，全成功则成功）"},
|
||
{"name":"Selector","params":{"memory":"默认true"},"children":"子节点数组（执行到成功为止）"},
|
||
{"name":"Parallel","params":{"policy":"all_success"},"children":"子节点数组（同时执行，严禁用'one_success'）"}
|
||
]
|
||
}
|
||
```
|
||
|
||
|
||
## 二、节点必填字段（后端Schema强制要求，缺一验证失败）
|
||
每个节点必须包含以下字段，字段名/类型不可自定义：
|
||
1. **`type`**：
|
||
- 动作节点→`"action"`，条件节点→`"condition"`，控制流节点→`"Sequence"`/`"Selector"`/`"Parallel"`（与`name`字段值完全一致）；
|
||
2. **`name`**：必须是上述JSON中`actions`/`conditions`/`control_flow`下的`name`值；
|
||
3. **`params`**：严格匹配上述节点的`params`定义，无自定义参数（如优先级排序不可加“priority”字段，仅用`description`）；
|
||
4. **`children`**：仅控制流节点必含（子节点数组），动作/条件节点无此字段。
|
||
|
||
|
||
## 三、行为树固定结构（通用不变）
|
||
根节点必须是`Parallel`，`children`含`MainTask`（Sequence），结构不随任务类型（含优先级排序）修改：
|
||
```json
|
||
{
|
||
"root": {
|
||
"type": "Parallel",
|
||
"name": "Mission",
|
||
"params": {"policy": "all_success"},
|
||
"children": [
|
||
{
|
||
"type": "Sequence",
|
||
"name": "MainTask",
|
||
"params": {},
|
||
"children": [
|
||
// 通用主任务步骤（含优先级排序任务示例，需按用户指令替换）：
|
||
{"type":"action","name":"preflight_checks","params":{"check_level":"comprehensive"}},
|
||
{"type":"action","name":"takeoff","params":{"altitude":10.0}},
|
||
{"type":"action","name":"fly_to_waypoint","params":{"x":200.0,"y":150.0,"z":10.0}}, // 搜索区坐标（用户未给时填合理值）
|
||
{"type":"action","name":"search_pattern","params":{"pattern_type":"grid","center_x":200.0,"center_y":150.0,"center_z":10.0,"radius":50.0,"target_class":"balloon","description":"红色"}},
|
||
{"type":"condition","name":"object_detected","params":{"target_class":"balloon","description":"红色"}}, // 确认高优先级目标
|
||
{"type":"action","name":"track_object","params":{"target_class":"balloon","description":"红色","track_time":30.0}},
|
||
{"type":"action","name":"strike_target","params":{"target_class":"balloon","description":"红色"}},
|
||
{"type":"action","name":"land","params":{"mode":"home"}}
|
||
]
|
||
}
|
||
]
|
||
}
|
||
}
|
||
```
|
||
|
||
|
||
## 四、优先级排序任务通用示例
|
||
当用户指令中明确提出有多个待考察且具有优先级关系的物体时，节点描述须为优先级关系。比如当指令为已知有三个气球，危险级关系为红色气球大于蓝色气球大于绿色气球，要求优先跟踪最危险的气球时，节点的描述参考下表情形。
|
||
| 用户指令场景 | `target_class` | `description` | 核心节点示例（search_pattern） |
|
||
|-----------------------------|-----------------|-------------------------|------------------------------------------------------------------------------------------------|
|
||
| 红气球＞蓝气球＞绿气球 | `balloon` | `（红＞蓝＞绿）` | `{"type":"action","name":"search_pattern","params":{"pattern_type":"grid","center_x":200,"center_y":150,"center_z":10,"radius":50,"target_class":"balloon","description":"（红＞蓝＞绿）"}}` |
|
||
| 军用卡车＞民用卡车＞面包车 | `truck` | `（军用卡车＞民用卡车＞面包车）` | `{"type":"action","name":"object_detect","params":{"target_class":"truck","description":"（军用卡车＞民用卡车＞面包车）"}}` |
|
||
|
||
|
||
## 五、高频错误规避（确保验证通过）
|
||
1. 优先级排序不可修改`target_class`：如"民用卡车、面包车与军用卡车中，军用卡车优先"，`target_class`仍为`truck`，仅用`description`填排序规则；
|
||
2. 在没有明确指出物体之间的优先级关系情况下，`description`字段只描述物体属性本身，严禁与用户指令中不存在的物体进行排序；
|
||
3. `track_object`必传`track_time`：不可用`duration`替代（如跟踪30秒填`"track_time":30.0`）；
|
||
4. 无自定义节点："锁定高优先级目标"需通过`object_detect`+`object_detected`实现，不可用"lock_high_risk_target"。
|
||
|
||
|
||
## 六、输出要求
|
||
仅输出1个严格符合上述所有规则的JSON对象，**确保：1. 优先级排序逻辑正确填入`description`；2. `target_class`匹配预定义列表；3. 行为树结构不变；4. 后端解析与Schema验证无错误**，无任何冗余内容。
|
||
|
||
|
||
【强制规则】仅生成包含root的复杂行为树JSON，不得输出简单模式（不得包含mode字段或仅有action节点）。
|
||
|
||
=== User Prompt ===
|
||
无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。
|
||
|
||
---
|
||
参考知识：
|
||
以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：
|
||
在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。
|
||
|
||
在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。
|
||
|
||
在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。
|
||
---
|
||
[2025-12-06 13:35:24]
|
||
完整响应内容:
|
||
[2025-12-06 13:35:24] {
|
||
"root": {
|
||
"type": "Parallel",
|
||
"name": "Mission",
|
||
"params": {
|
||
"policy": "all_success"
|
||
},
|
||
"children": [
|
||
{
|
||
"type": "Sequence",
|
||
"name": "MainTask",
|
||
"params": {},
|
||
"children": [
|
||
{
|
||
"type": "action",
|
||
"name": "preflight_checks",
|
||
"params": {
|
||
"check_level": "comprehensive"
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "takeoff",
|
||
"params": {
|
||
"altitude": 80.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "fly_to_waypoint",
|
||
"params": {
|
||
"x": 10.0,
|
||
"y": -10.0,
|
||
"z": 2.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "object_detect",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "红色"
|
||
}
|
||
},
|
||
{
|
||
"type": "condition",
|
||
"name": "object_detected",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "红色"
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "track_object",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "红色",
|
||
"track_time": 10.0,
|
||
"min_confidence": 0.7,
|
||
"safe_distance": 10.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "deliver_payload",
|
||
"params": {
|
||
"payload_type": "camera",
|
||
"release_altitude": 5.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "land",
|
||
"params": {
|
||
"mode": "home"
|
||
}
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
"plan_id": "3770ecd5-966d-4545-84b4-9e8e154d4de6",
|
||
"visualization_url": "/static/py_tree.png",
|
||
"final_prompt": "=== System Prompt ===\n任务：根据用户任意任务指令，生成结构化可执行的无人机行为树（Pytree）JSON。**仅输出单一JSON对象，无任何自然语言、注释或额外内容**。\n\n## 一、核心节点定义（格式不可修改，确保后端解析）\n#### 1. 可用节点定义 (必须遵守)\n你必须严格从以下JSON定义的列表中选择节点构建行为树，不允许使用未定义节点：\n```json\n{\n \"actions\": [\n {\"name\":\"takeoff\",\"params\":{\"altitude\":\"float[1,100]，默认2\"}},\n {\"name\":\"land\",\"params\":{\"mode\":\"'current'/'home'\"}},\n {\"name\":\"fly_to_waypoint\",\"params\":{\"x\":\"±10000\",\"y\":\"±10000\",\"z\":\"[1,5000]\",\"acceptance_radius\":\"默认2.0\"}},\n {\"name\":\"move_direction\",\"params\":{\"direction\":\"north/south/east/west/forward/backward/left/right\",\"distance\":\"[1,10000]，缺省持续移动\"}},\n {\"name\":\"orbit_around_point\",\"params\":{\"center_x\":\"±10000\",\"center_y\":\"±10000\",\"center_z\":\"[1,5000]\",\"radius\":\"[5,1000]\",\"laps\":\"[1,20]\",\"clockwise\":\"默认true\",\"speed_mps\":\"[0.5,15]\",\"gimbal_lock\":\"默认true\"}},\n {\"name\":\"orbit_around_target\",\"params\":{\"target_class\":\"见object_detect列表\",\"description\":\"可选，目标属性\",\"radius\":\"[5,1000]\",\"laps\":\"[1,20]\",\"clockwise\":\"默认true\",\"speed_mps\":\"[0.5,15]\",\"gimbal_lock\":\"默认true\"}},\n {\"name\":\"loiter\",\"params\":{\"duration\":\"[1,600]秒/until_condition:可选\"}},\n {\"name\":\"object_detect\",\"params\":{\"target_class\":\"person,bicycle,car,motorcycle,airplane,bus,train,truck,boat,traffic_light,fire_hydrant,stop_sign,parking_meter,bench,bird,cat,dog,horse,sheep,cow,elephant,bear,zebra,giraffe,backpack,umbrella,handbag,tie,suitcase,frisbee,skis,snowboard,sports_ball,kite,baseball_bat,baseball_glove,skateboard,surfboard,tennis_racket,bottle,wine_glass,cup,fork,knife,spoon,bowl,banana,apple,sandwich,orange,broccoli,carrot,hot_dog,pizza,donut,cake,chair,couch,potted_plant,bed,dining_table,toilet,tv,laptop,mouse,remote,keyboard,cell_phone,microwave,oven,toaster,sink,refrigerator,book,clock,vase,scissors,teddy_bear,hair_drier,toothbrush\",\"description\":\"可选，\",\"count\":\"默认1\"}},\n {\"name\":\"strike_target\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"battle_damage_assessment\",\"params\":{\"target_class\":\"同object_detect\",\"assessment_time\":\"[5,60]，默认15\"}},\n {\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"spiral/grid\",\"center_x\":\"±10000\",\"center_y\":\"±10000\",\"center_z\":\"[1,5000]\",\"radius\":\"[5,1000]\",\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"track_object\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"track_time\":\"[1,600]秒（必传，不可用'duration'）\",\"min_confidence\":\"[0.5,1.0]默认0.7\",\"safe_distance\":\"[2,50]默认10\"}},\n {\"name\":\"deliver_payload\",\"params\":{\"payload_type\":\"string\",\"release_altitude\":\"[2,100]默认5\"}},\n {\"name\":\"preflight_checks\",\"params\":{\"check_level\":\"basic/comprehensive\"}}\n ],\n \"conditions\": [\n {\"name\":\"at_waypoint\",\"params\":{\"x\":\"±10000\",\"y\":\"±10000\",\"z\":\"[1,5000]\",\"tolerance\":\"默认3.0\"}},\n {\"name\":\"object_detected\",\"params\":{\"target_class\":\"同object_detect（必传）\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"target_destroyed\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"confidence\":\"[0.5,1.0]默认0.8\"}},\n {\"name\":\"time_elapsed\",\"params\":{\"duration\":\"[1,2700]秒\"}}\n ],\n \"control_flow\": [\n {\"name\":\"Sequence\",\"params\":{},\"children\":\"子节点数组（按序执行，全成功则成功）\"},\n {\"name\":\"Selector\",\"params\":{\"memory\":\"默认true\"},\"children\":\"子节点数组（执行到成功为止）\"},\n {\"name\":\"Parallel\",\"params\":{\"policy\":\"all_success\"},\"children\":\"子节点数组（同时执行，严禁用'one_success'）\"}\n ]\n}\n```\n\n\n## 二、节点必填字段（后端Schema强制要求，缺一验证失败）\n每个节点必须包含以下字段，字段名/类型不可自定义：\n1. **`type`**： \n - 动作节点→`\"action\"`，条件节点→`\"condition\"`，控制流节点→`\"Sequence\"`/`\"Selector\"`/`\"Parallel\"`（与`name`字段值完全一致）；\n2. **`name`**：必须是上述JSON中`actions`/`conditions`/`control_flow`下的`name`值；\n3. **`params`**：严格匹配上述节点的`params`定义，无自定义参数（如优先级排序不可加“priority”字段，仅用`description`）；\n4. **`children`**：仅控制流节点必含（子节点数组），动作/条件节点无此字段。\n\n\n## 三、行为树固定结构（通用不变）\n根节点必须是`Parallel`，`children`含`MainTask`（Sequence），结构不随任务类型（含优先级排序）修改：\n```json\n{\n \"root\": {\n \"type\": \"Parallel\",\n \"name\": \"Mission\",\n \"params\": {\"policy\": \"all_success\"},\n \"children\": [\n {\n \"type\": \"Sequence\",\n \"name\": \"MainTask\",\n \"params\": {},\n \"children\": [\n // 通用主任务步骤（含优先级排序任务示例，需按用户指令替换）：\n {\"type\":\"action\",\"name\":\"preflight_checks\",\"params\":{\"check_level\":\"comprehensive\"}},\n {\"type\":\"action\",\"name\":\"takeoff\",\"params\":{\"altitude\":10.0}},\n {\"type\":\"action\",\"name\":\"fly_to_waypoint\",\"params\":{\"x\":200.0,\"y\":150.0,\"z\":10.0}}, // 搜索区坐标（用户未给时填合理值）\n {\"type\":\"action\",\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"grid\",\"center_x\":200.0,\"center_y\":150.0,\"center_z\":10.0,\"radius\":50.0,\"target_class\":\"balloon\",\"description\":\"红色\"}},\n {\"type\":\"condition\",\"name\":\"object_detected\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\"}}, // 确认高优先级目标\n {\"type\":\"action\",\"name\":\"track_object\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\",\"track_time\":30.0}},\n {\"type\":\"action\",\"name\":\"strike_target\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\"}},\n {\"type\":\"action\",\"name\":\"land\",\"params\":{\"mode\":\"home\"}}\n ]\n }\n ]\n }\n}\n```\n\n\n## 四、优先级排序任务通用示例\n当用户指令中明确提出有多个待考察且具有优先级关系的物体时，节点描述须为优先级关系。比如当指令为已知有三个气球，危险级关系为红色气球大于蓝色气球大于绿色气球，要求优先跟踪最危险的气球时，节点的描述参考下表情形。\n| 用户指令场景 | `target_class` | `description` | 核心节点示例（search_pattern） |\n|-----------------------------|-----------------|-------------------------|------------------------------------------------------------------------------------------------|\n| 红气球＞蓝气球＞绿气球 | `balloon` | `（红＞蓝＞绿）` | `{\"type\":\"action\",\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"grid\",\"center_x\":200,\"center_y\":150,\"center_z\":10,\"radius\":50,\"target_class\":\"balloon\",\"description\":\"（红＞蓝＞绿）\"}}` |\n| 军用卡车＞民用卡车＞面包车 | `truck` | `（军用卡车＞民用卡车＞面包车）` | `{\"type\":\"action\",\"name\":\"object_detect\",\"params\":{\"target_class\":\"truck\",\"description\":\"（军用卡车＞民用卡车＞面包车）\"}}` |\n\n\n## 五、高频错误规避（确保验证通过）\n1. 优先级排序不可修改`target_class`：如\"民用卡车、面包车与军用卡车中，军用卡车优先\"，`target_class`仍为`truck`，仅用`description`填排序规则；\n2. 在没有明确指出物体之间的优先级关系情况下，`description`字段只描述物体属性本身，严禁与用户指令中不存在的物体进行排序；\n3. `track_object`必传`track_time`：不可用`duration`替代（如跟踪30秒填`\"track_time\":30.0`）；\n4. 无自定义节点：\"锁定高优先级目标\"需通过`object_detect`+`object_detected`实现，不可用\"lock_high_risk_target\"。\n\n\n## 六、输出要求\n仅输出1个严格符合上述所有规则的JSON对象，**确保：1. 优先级排序逻辑正确填入`description`；2. `target_class`匹配预定义列表；3. 行为树结构不变；4. 后端解析与Schema验证无错误**，无任何冗余内容。\n\n\n【强制规则】仅生成包含root的复杂行为树JSON，不得输出简单模式（不得包含mode字段或仅有action节点）。\n\n=== User Prompt ===\n无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。\n\n---\n参考知识：\n以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：\n在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。\n\n在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。\n\n在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。\n---"
|
||
}
|
||
[2025-12-06 13:35:24]
|
||
--- Validation Checks ---
|
||
[2025-12-06 13:35:24] PASS: Response is a valid JSON object.
|
||
[2025-12-06 13:35:24] PASS: Response contains a valid 'root' key.
|
||
[2025-12-06 13:35:24] PASS: Response contains a valid 'visualization_url': /static/py_tree.png
|
||
[2025-12-06 13:35:24] ✅ Test completed successfully
|
||
[2025-12-06 13:35:24] ================================================================================
|
||
[2025-12-06 13:35:24]
|
||
[2025-12-06 13:42:10] ================================================================================
|
||
[2025-12-06 13:42:10] --- API Test: Generate Plan ---
|
||
[2025-12-06 13:42:10] URL: http://127.0.0.1:8000/generate_plan
|
||
[2025-12-06 13:42:10] Sending Prompt: "无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。"
|
||
[2025-12-06 13:42:24] ================================================================================
|
||
[2025-12-06 13:42:24] --- API Test: Generate Plan ---
|
||
[2025-12-06 13:42:24] URL: http://127.0.0.1:8000/generate_plan
|
||
[2025-12-06 13:42:24] Sending Prompt: "无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。"
|
||
[2025-12-06 13:42:34] ✅ Received Response:
|
||
[2025-12-06 13:42:34]
|
||
📝 组织后的Prompt:
|
||
[2025-12-06 13:42:34] === System Prompt ===
|
||
任务：根据用户任意任务指令，生成结构化可执行的无人机行为树（Pytree）JSON。**仅输出单一JSON对象，无任何自然语言、注释或额外内容**。
|
||
|
||
## 一、核心节点定义（格式不可修改，确保后端解析）
|
||
#### 1. 可用节点定义 (必须遵守)
|
||
你必须严格从以下JSON定义的列表中选择节点构建行为树，不允许使用未定义节点：
|
||
```json
|
||
{
|
||
"actions": [
|
||
{"name":"takeoff","params":{"altitude":"float[1,100]，默认2"}},
|
||
{"name":"land","params":{"mode":"'current'/'home'"}},
|
||
{"name":"fly_to_waypoint","params":{"x":"±10000","y":"±10000","z":"[1,5000]","acceptance_radius":"默认2.0"}},
|
||
{"name":"move_direction","params":{"direction":"north/south/east/west/forward/backward/left/right","distance":"[1,10000]，缺省持续移动"}},
|
||
{"name":"orbit_around_point","params":{"center_x":"±10000","center_y":"±10000","center_z":"[1,5000]","radius":"[5,1000]","laps":"[1,20]","clockwise":"默认true","speed_mps":"[0.5,15]","gimbal_lock":"默认true"}},
|
||
{"name":"orbit_around_target","params":{"target_class":"见object_detect列表","description":"可选，目标属性","radius":"[5,1000]","laps":"[1,20]","clockwise":"默认true","speed_mps":"[0.5,15]","gimbal_lock":"默认true"}},
|
||
{"name":"loiter","params":{"duration":"[1,600]秒/until_condition:可选"}},
|
||
{"name":"object_detect","params":{"target_class":"person,bicycle,car,motorcycle,airplane,bus,train,truck,boat,traffic_light,fire_hydrant,stop_sign,parking_meter,bench,bird,cat,dog,horse,sheep,cow,elephant,bear,zebra,giraffe,backpack,umbrella,handbag,tie,suitcase,frisbee,skis,snowboard,sports_ball,kite,baseball_bat,baseball_glove,skateboard,surfboard,tennis_racket,bottle,wine_glass,cup,fork,knife,spoon,bowl,banana,apple,sandwich,orange,broccoli,carrot,hot_dog,pizza,donut,cake,chair,couch,potted_plant,bed,dining_table,toilet,tv,laptop,mouse,remote,keyboard,cell_phone,microwave,oven,toaster,sink,refrigerator,book,clock,vase,scissors,teddy_bear,hair_drier,toothbrush","description":"可选，","count":"默认1"}},
|
||
{"name":"strike_target","params":{"target_class":"同object_detect","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"battle_damage_assessment","params":{"target_class":"同object_detect","assessment_time":"[5,60]，默认15"}},
|
||
{"name":"search_pattern","params":{"pattern_type":"spiral/grid","center_x":"±10000","center_y":"±10000","center_z":"[1,5000]","radius":"[5,1000]","target_class":"同object_detect","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"track_object","params":{"target_class":"同object_detect","description":"可选，目标属性","track_time":"[1,600]秒（必传，不可用'duration'）","min_confidence":"[0.5,1.0]默认0.7","safe_distance":"[2,50]默认10"}},
|
||
{"name":"deliver_payload","params":{"payload_type":"string","release_altitude":"[2,100]默认5"}},
|
||
{"name":"preflight_checks","params":{"check_level":"basic/comprehensive"}},
|
||
{"name":"take_picture","params":{}}
|
||
],
|
||
"conditions": [
|
||
{"name":"at_waypoint","params":{"x":"±10000","y":"±10000","z":"[1,5000]","tolerance":"默认3.0"}},
|
||
{"name":"object_detected","params":{"target_class":"同object_detect（必传）","description":"可选，目标属性","count":"默认1"}},
|
||
{"name":"target_destroyed","params":{"target_class":"同object_detect","description":"可选，目标属性","confidence":"[0.5,1.0]默认0.8"}},
|
||
{"name":"time_elapsed","params":{"duration":"[1,2700]秒"}}
|
||
],
|
||
"control_flow": [
|
||
{"name":"Sequence","params":{},"children":"子节点数组（按序执行，全成功则成功）"},
|
||
{"name":"Selector","params":{"memory":"默认true"},"children":"子节点数组（执行到成功为止）"},
|
||
{"name":"Parallel","params":{"policy":"all_success"},"children":"子节点数组（同时执行，严禁用'one_success'）"}
|
||
]
|
||
}
|
||
```
|
||
|
||
|
||
## 二、节点必填字段（后端Schema强制要求，缺一验证失败）
|
||
每个节点必须包含以下字段，字段名/类型不可自定义：
|
||
1. **`type`**：
|
||
- 动作节点→`"action"`，条件节点→`"condition"`，控制流节点→`"Sequence"`/`"Selector"`/`"Parallel"`（与`name`字段值完全一致）；
|
||
2. **`name`**：必须是上述JSON中`actions`/`conditions`/`control_flow`下的`name`值；
|
||
3. **`params`**：严格匹配上述节点的`params`定义，无自定义参数（如优先级排序不可加“priority”字段，仅用`description`）；
|
||
4. **`children`**：仅控制流节点必含（子节点数组），动作/条件节点无此字段。
|
||
|
||
|
||
## 三、行为树固定结构（通用不变）
|
||
根节点必须是`Parallel`，`children`含`MainTask`（Sequence），结构不随任务类型（含优先级排序）修改：
|
||
```json
|
||
{
|
||
"root": {
|
||
"type": "Parallel",
|
||
"name": "Mission",
|
||
"params": {"policy": "all_success"},
|
||
"children": [
|
||
{
|
||
"type": "Sequence",
|
||
"name": "MainTask",
|
||
"params": {},
|
||
"children": [
|
||
// 通用主任务步骤（含优先级排序任务示例，需按用户指令替换）：
|
||
{"type":"action","name":"preflight_checks","params":{"check_level":"comprehensive"}},
|
||
{"type":"action","name":"takeoff","params":{"altitude":10.0}},
|
||
{"type":"action","name":"fly_to_waypoint","params":{"x":200.0,"y":150.0,"z":10.0}}, // 搜索区坐标（用户未给时填合理值）
|
||
{"type":"action","name":"search_pattern","params":{"pattern_type":"grid","center_x":200.0,"center_y":150.0,"center_z":10.0,"radius":50.0,"target_class":"balloon","description":"红色"}},
|
||
{"type":"condition","name":"object_detected","params":{"target_class":"balloon","description":"红色"}}, // 确认高优先级目标
|
||
{"type":"action","name":"track_object","params":{"target_class":"balloon","description":"红色","track_time":30.0}},
|
||
{"type":"action","name":"strike_target","params":{"target_class":"balloon","description":"红色"}},
|
||
{"type":"action","name":"land","params":{"mode":"home"}}
|
||
]
|
||
}
|
||
]
|
||
}
|
||
}
|
||
```
|
||
|
||
|
||
## 四、优先级排序任务通用示例
|
||
当用户指令中明确提出有多个待考察且具有优先级关系的物体时，节点描述须为优先级关系。比如当指令为已知有三个气球，危险级关系为红色气球大于蓝色气球大于绿色气球，要求优先跟踪最危险的气球时，节点的描述参考下表情形。
|
||
| 用户指令场景 | `target_class` | `description` | 核心节点示例（search_pattern） |
|
||
|-----------------------------|-----------------|-------------------------|------------------------------------------------------------------------------------------------|
|
||
| 红气球＞蓝气球＞绿气球 | `balloon` | `（红＞蓝＞绿）` | `{"type":"action","name":"search_pattern","params":{"pattern_type":"grid","center_x":200,"center_y":150,"center_z":10,"radius":50,"target_class":"balloon","description":"（红＞蓝＞绿）"}}` |
|
||
| 军用卡车＞民用卡车＞面包车 | `truck` | `（军用卡车＞民用卡车＞面包车）` | `{"type":"action","name":"object_detect","params":{"target_class":"truck","description":"（军用卡车＞民用卡车＞面包车）"}}` |
|
||
|
||
|
||
## 五、高频错误规避（确保验证通过）
|
||
1. 优先级排序不可修改`target_class`：如"民用卡车、面包车与军用卡车中，军用卡车优先"，`target_class`仍为`truck`，仅用`description`填排序规则；
|
||
2. 在没有明确指出物体之间的优先级关系情况下，`description`字段只描述物体属性本身，严禁与用户指令中不存在的物体进行排序；
|
||
3. `track_object`必传`track_time`：不可用`duration`替代（如跟踪30秒填`"track_time":30.0`）；
|
||
4. 无自定义节点："锁定高优先级目标"需通过`object_detect`+`object_detected`实现，不可用"lock_high_risk_target"。
|
||
|
||
|
||
## 六、输出要求
|
||
仅输出1个严格符合上述所有规则的JSON对象，**确保：1. 优先级排序逻辑正确填入`description`；2. `target_class`匹配预定义列表；3. 行为树结构不变；4. 后端解析与Schema验证无错误**，无任何冗余内容。
|
||
|
||
|
||
【强制规则】仅生成包含root的复杂行为树JSON，不得输出简单模式（不得包含mode字段或仅有action节点）。
|
||
|
||
=== User Prompt ===
|
||
无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。
|
||
|
||
---
|
||
参考知识：
|
||
以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：
|
||
在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。
|
||
|
||
在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。
|
||
|
||
在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。
|
||
---
|
||
[2025-12-06 13:42:34]
|
||
完整响应内容:
|
||
[2025-12-06 13:42:34] {
|
||
"root": {
|
||
"type": "Parallel",
|
||
"name": "Mission",
|
||
"params": {
|
||
"policy": "all_success"
|
||
},
|
||
"children": [
|
||
{
|
||
"type": "Sequence",
|
||
"name": "MainTask",
|
||
"params": {},
|
||
"children": [
|
||
{
|
||
"type": "action",
|
||
"name": "preflight_checks",
|
||
"params": {
|
||
"check_level": "comprehensive"
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "takeoff",
|
||
"params": {
|
||
"altitude": 80.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "fly_to_waypoint",
|
||
"params": {
|
||
"x": 10.0,
|
||
"y": -10.0,
|
||
"z": 2.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "object_detect",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "（红色）"
|
||
}
|
||
},
|
||
{
|
||
"type": "condition",
|
||
"name": "object_detected",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "（红色）"
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "track_object",
|
||
"params": {
|
||
"target_class": "car",
|
||
"description": "（红色）",
|
||
"track_time": 30.0,
|
||
"safe_distance": 10.0
|
||
}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "take_picture",
|
||
"params": {}
|
||
},
|
||
{
|
||
"type": "action",
|
||
"name": "land",
|
||
"params": {
|
||
"mode": "home"
|
||
}
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
"plan_id": "d52368ab-d17c-4099-8396-31b1c34658c9",
|
||
"visualization_url": "/static/py_tree.png",
|
||
"final_prompt": "=== System Prompt ===\n任务：根据用户任意任务指令，生成结构化可执行的无人机行为树（Pytree）JSON。**仅输出单一JSON对象，无任何自然语言、注释或额外内容**。\n\n## 一、核心节点定义（格式不可修改，确保后端解析）\n#### 1. 可用节点定义 (必须遵守)\n你必须严格从以下JSON定义的列表中选择节点构建行为树，不允许使用未定义节点：\n```json\n{\n \"actions\": [\n {\"name\":\"takeoff\",\"params\":{\"altitude\":\"float[1,100]，默认2\"}},\n {\"name\":\"land\",\"params\":{\"mode\":\"'current'/'home'\"}},\n {\"name\":\"fly_to_waypoint\",\"params\":{\"x\":\"±10000\",\"y\":\"±10000\",\"z\":\"[1,5000]\",\"acceptance_radius\":\"默认2.0\"}},\n {\"name\":\"move_direction\",\"params\":{\"direction\":\"north/south/east/west/forward/backward/left/right\",\"distance\":\"[1,10000]，缺省持续移动\"}},\n {\"name\":\"orbit_around_point\",\"params\":{\"center_x\":\"±10000\",\"center_y\":\"±10000\",\"center_z\":\"[1,5000]\",\"radius\":\"[5,1000]\",\"laps\":\"[1,20]\",\"clockwise\":\"默认true\",\"speed_mps\":\"[0.5,15]\",\"gimbal_lock\":\"默认true\"}},\n {\"name\":\"orbit_around_target\",\"params\":{\"target_class\":\"见object_detect列表\",\"description\":\"可选，目标属性\",\"radius\":\"[5,1000]\",\"laps\":\"[1,20]\",\"clockwise\":\"默认true\",\"speed_mps\":\"[0.5,15]\",\"gimbal_lock\":\"默认true\"}},\n {\"name\":\"loiter\",\"params\":{\"duration\":\"[1,600]秒/until_condition:可选\"}},\n {\"name\":\"object_detect\",\"params\":{\"target_class\":\"person,bicycle,car,motorcycle,airplane,bus,train,truck,boat,traffic_light,fire_hydrant,stop_sign,parking_meter,bench,bird,cat,dog,horse,sheep,cow,elephant,bear,zebra,giraffe,backpack,umbrella,handbag,tie,suitcase,frisbee,skis,snowboard,sports_ball,kite,baseball_bat,baseball_glove,skateboard,surfboard,tennis_racket,bottle,wine_glass,cup,fork,knife,spoon,bowl,banana,apple,sandwich,orange,broccoli,carrot,hot_dog,pizza,donut,cake,chair,couch,potted_plant,bed,dining_table,toilet,tv,laptop,mouse,remote,keyboard,cell_phone,microwave,oven,toaster,sink,refrigerator,book,clock,vase,scissors,teddy_bear,hair_drier,toothbrush\",\"description\":\"可选，\",\"count\":\"默认1\"}},\n {\"name\":\"strike_target\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"battle_damage_assessment\",\"params\":{\"target_class\":\"同object_detect\",\"assessment_time\":\"[5,60]，默认15\"}},\n {\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"spiral/grid\",\"center_x\":\"±10000\",\"center_y\":\"±10000\",\"center_z\":\"[1,5000]\",\"radius\":\"[5,1000]\",\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"track_object\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"track_time\":\"[1,600]秒（必传，不可用'duration'）\",\"min_confidence\":\"[0.5,1.0]默认0.7\",\"safe_distance\":\"[2,50]默认10\"}},\n {\"name\":\"deliver_payload\",\"params\":{\"payload_type\":\"string\",\"release_altitude\":\"[2,100]默认5\"}},\n {\"name\":\"preflight_checks\",\"params\":{\"check_level\":\"basic/comprehensive\"}},\n {\"name\":\"take_picture\",\"params\":{}}\n ],\n \"conditions\": [\n {\"name\":\"at_waypoint\",\"params\":{\"x\":\"±10000\",\"y\":\"±10000\",\"z\":\"[1,5000]\",\"tolerance\":\"默认3.0\"}},\n {\"name\":\"object_detected\",\"params\":{\"target_class\":\"同object_detect（必传）\",\"description\":\"可选，目标属性\",\"count\":\"默认1\"}},\n {\"name\":\"target_destroyed\",\"params\":{\"target_class\":\"同object_detect\",\"description\":\"可选，目标属性\",\"confidence\":\"[0.5,1.0]默认0.8\"}},\n {\"name\":\"time_elapsed\",\"params\":{\"duration\":\"[1,2700]秒\"}}\n ],\n \"control_flow\": [\n {\"name\":\"Sequence\",\"params\":{},\"children\":\"子节点数组（按序执行，全成功则成功）\"},\n {\"name\":\"Selector\",\"params\":{\"memory\":\"默认true\"},\"children\":\"子节点数组（执行到成功为止）\"},\n {\"name\":\"Parallel\",\"params\":{\"policy\":\"all_success\"},\"children\":\"子节点数组（同时执行，严禁用'one_success'）\"}\n ]\n}\n```\n\n\n## 二、节点必填字段（后端Schema强制要求，缺一验证失败）\n每个节点必须包含以下字段，字段名/类型不可自定义：\n1. **`type`**： \n - 动作节点→`\"action\"`，条件节点→`\"condition\"`，控制流节点→`\"Sequence\"`/`\"Selector\"`/`\"Parallel\"`（与`name`字段值完全一致）；\n2. **`name`**：必须是上述JSON中`actions`/`conditions`/`control_flow`下的`name`值；\n3. **`params`**：严格匹配上述节点的`params`定义，无自定义参数（如优先级排序不可加“priority”字段，仅用`description`）；\n4. **`children`**：仅控制流节点必含（子节点数组），动作/条件节点无此字段。\n\n\n## 三、行为树固定结构（通用不变）\n根节点必须是`Parallel`，`children`含`MainTask`（Sequence），结构不随任务类型（含优先级排序）修改：\n```json\n{\n \"root\": {\n \"type\": \"Parallel\",\n \"name\": \"Mission\",\n \"params\": {\"policy\": \"all_success\"},\n \"children\": [\n {\n \"type\": \"Sequence\",\n \"name\": \"MainTask\",\n \"params\": {},\n \"children\": [\n // 通用主任务步骤（含优先级排序任务示例，需按用户指令替换）：\n {\"type\":\"action\",\"name\":\"preflight_checks\",\"params\":{\"check_level\":\"comprehensive\"}},\n {\"type\":\"action\",\"name\":\"takeoff\",\"params\":{\"altitude\":10.0}},\n {\"type\":\"action\",\"name\":\"fly_to_waypoint\",\"params\":{\"x\":200.0,\"y\":150.0,\"z\":10.0}}, // 搜索区坐标（用户未给时填合理值）\n {\"type\":\"action\",\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"grid\",\"center_x\":200.0,\"center_y\":150.0,\"center_z\":10.0,\"radius\":50.0,\"target_class\":\"balloon\",\"description\":\"红色\"}},\n {\"type\":\"condition\",\"name\":\"object_detected\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\"}}, // 确认高优先级目标\n {\"type\":\"action\",\"name\":\"track_object\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\",\"track_time\":30.0}},\n {\"type\":\"action\",\"name\":\"strike_target\",\"params\":{\"target_class\":\"balloon\",\"description\":\"红色\"}},\n {\"type\":\"action\",\"name\":\"land\",\"params\":{\"mode\":\"home\"}}\n ]\n }\n ]\n }\n}\n```\n\n\n## 四、优先级排序任务通用示例\n当用户指令中明确提出有多个待考察且具有优先级关系的物体时，节点描述须为优先级关系。比如当指令为已知有三个气球，危险级关系为红色气球大于蓝色气球大于绿色气球，要求优先跟踪最危险的气球时，节点的描述参考下表情形。\n| 用户指令场景 | `target_class` | `description` | 核心节点示例（search_pattern） |\n|-----------------------------|-----------------|-------------------------|------------------------------------------------------------------------------------------------|\n| 红气球＞蓝气球＞绿气球 | `balloon` | `（红＞蓝＞绿）` | `{\"type\":\"action\",\"name\":\"search_pattern\",\"params\":{\"pattern_type\":\"grid\",\"center_x\":200,\"center_y\":150,\"center_z\":10,\"radius\":50,\"target_class\":\"balloon\",\"description\":\"（红＞蓝＞绿）\"}}` |\n| 军用卡车＞民用卡车＞面包车 | `truck` | `（军用卡车＞民用卡车＞面包车）` | `{\"type\":\"action\",\"name\":\"object_detect\",\"params\":{\"target_class\":\"truck\",\"description\":\"（军用卡车＞民用卡车＞面包车）\"}}` |\n\n\n## 五、高频错误规避（确保验证通过）\n1. 优先级排序不可修改`target_class`：如\"民用卡车、面包车与军用卡车中，军用卡车优先\"，`target_class`仍为`truck`，仅用`description`填排序规则；\n2. 在没有明确指出物体之间的优先级关系情况下，`description`字段只描述物体属性本身，严禁与用户指令中不存在的物体进行排序；\n3. `track_object`必传`track_time`：不可用`duration`替代（如跟踪30秒填`\"track_time\":30.0`）；\n4. 无自定义节点：\"锁定高优先级目标\"需通过`object_detect`+`object_detected`实现，不可用\"lock_high_risk_target\"。\n\n\n## 六、输出要求\n仅输出1个严格符合上述所有规则的JSON对象，**确保：1. 优先级排序逻辑正确填入`description`；2. `target_class`匹配预定义列表；3. 行为树结构不变；4. 后端解析与Schema验证无错误**，无任何冗余内容。\n\n\n【强制规则】仅生成包含root的复杂行为树JSON，不得输出简单模式（不得包含mode字段或仅有action节点）。\n\n=== User Prompt ===\n无人机起飞到80米高度后，先移动至搜索区，搜索并锁定任一红色车辆，跟踪接近距离目标车辆10m后进行拍照，完成拍照后返回。\n\n---\n参考知识：\n以下是从知识库中检索到的、与当前任务最相关的信息，请优先参考这些信息来生成结果：\n在地图上有一个名为 '跷跷板' 的地点或区域，它的leisure是'playground'，其中心位置坐标大约在 (x:15, y:-8.5, z:1.2)。\n\n在地图上有一个名为 'A地' 的地点或区域，它的building是'commercial'，其中心位置坐标大约在 (x:10, y:-10, z:2)。\n\n在地图上有一个名为 '学生宿舍' 的地点或区域，它的building是'dormitory'，其中心位置坐标大约在 (x:5, y:3, z:2)。\n---"
|
||
}
|
||
[2025-12-06 13:42:34]
|
||
--- Validation Checks ---
|
||
[2025-12-06 13:42:34] PASS: Response is a valid JSON object.
|
||
[2025-12-06 13:42:34] PASS: Response contains a valid 'root' key.
|
||
[2025-12-06 13:42:34] PASS: Response contains a valid 'visualization_url': /static/py_tree.png
|
||
[2025-12-06 13:42:34] ✅ Test completed successfully
|
||
[2025-12-06 13:42:34] ================================================================================
|
||
[2025-12-06 13:42:34]
|