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chenjw28
2026-03-24 18:07:22 +08:00
parent e062368ef2
commit 9a16f738d8
121 changed files with 8904 additions and 3940 deletions
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config/README.md
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# Config 模块
## 作用
维护运行配置与提示词资源，是模型、RAG、缓存与工作流参数的配置中心。
## 内容
- `config.ini` / `config.ini.example`：环境配置
- `prompts.yaml`：系统与用户提示词模板
- `settings.py`：配置读取入口
- `sql_gen_prompts/`：按表维度的 SQL 提示词 JSON
- `table_retrieval_prompts/`：表检索提示词数据
config/__init__.py
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@@ -1,3 +1,21 @@
from .settings import Config
from . import settings as _settings
__all__ = ["Config"]
Config = _settings.Config
DEFAULT_MODEL_SECTION = _settings.DEFAULT_MODEL_SECTION
MAX_RETRIES = _settings.MAX_RETRIES
TIMEOUT = _settings.TIMEOUT
CONVERSATION_MAX_HISTORY_MESSAGES = _settings.CONVERSATION_MAX_HISTORY_MESSAGES
CONVERSATION_ENABLE_MULTI_TURN = _settings.CONVERSATION_ENABLE_MULTI_TURN
CONVERSATION_ENABLE_COMPRESSION = _settings.CONVERSATION_ENABLE_COMPRESSION
CONVERSATION_COMPRESSION_THRESHOLD = _settings.CONVERSATION_COMPRESSION_THRESHOLD
__all__ = [
"Config",
"DEFAULT_MODEL_SECTION",
"MAX_RETRIES",
"TIMEOUT",
"CONVERSATION_MAX_HISTORY_MESSAGES",
"CONVERSATION_ENABLE_MULTI_TURN",
"CONVERSATION_ENABLE_COMPRESSION",
"CONVERSATION_COMPRESSION_THRESHOLD",
]
config/config.ini
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@@ -24,6 +24,7 @@ URL = http://led-gateway.lenovo.com:30089/intranet/qwen3-next-80b-a3b-instruct/v
url = http://ipc.lenovo.com/gateway/bgs-ai/Report/fetchData
llzAppkey = e0578e6a-f045-4f3e-93c0-5957c8b1915e
llzSercret = BFhItTCY5FqgtHAdn0eaxAGix/25oR8YfxYKfSPgrJb8zxYG06kBeoip0DEGjekfh43223atdBDXBwUmw18NXp/2piZamnUwlFWYFAGfpBCwy3K+921KI5ZaWRWcMCCcCKOYF/2feMg72owUhno2JXqSUcb8HBhang==
default_rows = 1000
[ragflow]
@@ -34,21 +35,59 @@ retrieval_top_k = 3
cache_ttl = 600
table_retrieval_dataset_id = 9945baf512ea11f18ccb6a681b3130b2
sql_gen_dataset_id = ee68f53a12ec11f18e436a681b3130b2
default_table_name = apbo_eta_ful
[redis]
enabled = true
host = ipc-redis.lenovo.com
port = 30401
password = bgs123456
database = 2
sql_prompt_ttl = 600
# 是否使用 Redis 作为 SQL 提示词主存储（启用后优先从 Redis 读取）
sql_prompt_redis_primary = true
[stream]
progress_interval = 0.3
[conversation]
# 是否启用按会话自动续接上下文的多轮对话
enable_multi_turn = false
# 对话记忆最大消息数（默认 10 条，约 5 轮对话）
# 每条对话包含用户消息和 AI 回复，10 条消息约等于 5 轮完整对话
max_history_messages = 10
# 是否启用记忆压缩（可选，未来扩展）
enable_memory_compression = false
# 记忆压缩阈值（超过此数量时触发压缩，未来扩展）
compression_threshold = 8
[logging_mysql]
enabled = true
entity_debug_enabled = false
host = 10.122.132.204
port = 3306
user = root
password = bgs20250901
database = ipc_apbo
table = structured_logs
messages_table = ipc_apbo.messages
conversation_table = ipc_apbo.conversations
connect_timeout = 5
[app]
service_name = local-model-streaming-api
service_name = apbo-boat-agent
host = 0.0.0.0
port = 8000
port = 26004
version = 1.0.0
[nacos]
enabled = false
enabled = true
server = 10.122.132.204:8848
namespace = prod
group_name = BGS
namespace = apbo_dev
group_name = apbo
username = nacos
password = bgs20250901
# 可选：仅用于 Nacos 注册的端口（不影响应用监听端口 app.port）
register_port = 26004
config/config.ini.example
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@@ -37,11 +37,52 @@ retrieval = /api/v1/retrieval
retrieval_top_k = 3
table_retrieval_dataset_id =
sql_gen_dataset_id =
# 当表检索未命中时，使用该默认表继续生成 SQL
default_table_name = apbo_eta_ful
[redis]
# 是否启用 Redis 缓存（用于 sql_gen_prompts）
enabled = false
url = redis://localhost:6379/0
db = 0
# SQL 提示词缓存过期秒数
sql_prompt_ttl = 600
# 是否使用 Redis 作为 SQL 提示词主存储（启用后优先从 Redis 读取，支持热更新）
sql_prompt_redis_primary = false
[stream]
# /api/workflows/stream 进度事件间隔（秒）
progress_interval = 0.3
[conversation]
# 是否启用按会话自动续接上下文的多轮对话
enable_multi_turn = false
# 对话记忆最大消息数（默认 10 条，约 5 轮对话）
# 每条对话包含用户消息和 AI 回复，10 条消息约等于 5 轮完整对话
max_history_messages = 10
# 是否启用记忆压缩（可选，未来扩展）
enable_memory_compression = false
# 记忆压缩阈值（超过此数量时触发压缩，未来扩展）
compression_threshold = 8
[logging_mysql]
# 是否启用结构化日志写入 MySQL
enabled = false
# 是否输出 conversations/messages 实体读写阶段调试日志到控制台
entity_debug_enabled = false
host = 127.0.0.1
port = 3306
user = root
password =
database = more_dots
# 结构化日志表
table = structured_logs
# 消息落库表（Messages 实体）
messages_table = ipc_apbo.messages
# 会话表名（用于 conversation_id 创建/校验/更新时间）
conversation_table = ipc_apbo.conversations
connect_timeout = 5
[nacos]
# 是否启用 Nacos 注册
enabled = false
@@ -57,6 +98,9 @@ cluster_name = DEFAULT
username =
# 密码（可选）
password =
# 可选：仅用于 Nacos 注册的端口（不影响应用监听端口 app.port）
# 未配置时默认使用 app.port
register_port = 26004
# 心跳间隔（秒）
heartbeat_interval = 5
# 权重
config/prompts.yaml
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@@ -19,6 +19,18 @@ user:
You are a translation and normalization assistant.
Convert the user's input to a clear, grammatically correct English sentence suitable for SQL intent.
If the input is already English, polish it.
Apply the following business glossary mappings when the terms appear as standalone business keywords:
- BO -> backlog order
- SO -> service order id
- WO -> service order id
- ETA信息 -> eta information
- 明细 -> detail
- 汇总 -> aggregate summary
- 排名前N -> top N ranking
Keep country codes, region codes, model names, order numbers, and field aliases unchanged when possible.
Expand business abbreviations according to the glossary above.
Return only the final English sentence without extra explanations.
business:
config/settings.py
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@@ -1,34 +1,58 @@
import os
import configparser
from typing import Optional
from pathlib import Path
class Config:
"""从 config.ini 读取的应用配置"""
_config = configparser.ConfigParser()
_root_dir = os.path.dirname(os.path.dirname(__file__))
_config_path = os.path.join(_root_dir, 'config', 'config.ini')
# 在类初始化时加载配置
if not os.path.exists(_config_path):
raise FileNotFoundError(
f"Configuration file not found at: {_config_path}. "
"Please copy 'config/config.ini.example' to 'config/config.ini' and fill in your details."
)
try:
with open(_config_path, "r", encoding="utf-8") as f:
_config.read_file(f)
except UnicodeDecodeError:
with open(_config_path, "r", encoding="gbk") as f:
_config.read_file(f)
# 通用设置
DEFAULT_MODEL_SECTION: str = _config.get('General', 'DEFAULT_MODEL_SECTION', fallback='gpt-4o')
MAX_RETRIES: int = _config.getint('General', 'MAX_RETRIES', fallback=3)
TIMEOUT: int = _config.getint('General', 'TIMEOUT', fallback=30)
_config_loaded = False
DEFAULT_MODEL_SECTION = "gpt-4o"
MAX_RETRIES = 3
TIMEOUT = 30
CONVERSATION_MAX_HISTORY_MESSAGES = 10
CONVERSATION_ENABLE_MULTI_TURN = False
CONVERSATION_ENABLE_COMPRESSION = False
CONVERSATION_COMPRESSION_THRESHOLD = 8
@classmethod
def _get_config_path(cls) -> Path:
"""获取配置文件路径（支持环境变量覆盖）"""
env_path = os.getenv("CONFIG_PATH")
if env_path:
return Path(env_path)
project_root = Path(__file__).parent.parent
return project_root / 'config' / 'config.ini'
@classmethod
def _load_config(cls):
"""懒加载配置"""
if cls._config_loaded:
return
config_path = cls._get_config_path()
if not config_path.exists():
raise FileNotFoundError(
f"Configuration file not found at: {config_path}. "
"Please copy 'config/config.ini.example' to 'config/config.ini' and fill in your details."
)
with open(config_path, "r", encoding="utf-8") as f:
cls._config.read_file(f)
cls._config_loaded = True
@classmethod
def reload(cls):
"""重新加载配置（支持热重载）"""
cls._config_loaded = False
cls._load_config()
_refresh_runtime_constants()
@classmethod
def get_model_config(cls, section: Optional[str] = None) -> dict:
"""
@@ -71,6 +95,47 @@ class Config:
raise ValueError(f"Configuration validation failed: {e}")
DEFAULT_MODEL_SECTION = Config.DEFAULT_MODEL_SECTION
MAX_RETRIES = Config.MAX_RETRIES
TIMEOUT = Config.TIMEOUT
CONVERSATION_MAX_HISTORY_MESSAGES = Config.CONVERSATION_MAX_HISTORY_MESSAGES
CONVERSATION_ENABLE_MULTI_TURN = Config.CONVERSATION_ENABLE_MULTI_TURN
CONVERSATION_ENABLE_COMPRESSION = Config.CONVERSATION_ENABLE_COMPRESSION
CONVERSATION_COMPRESSION_THRESHOLD = Config.CONVERSATION_COMPRESSION_THRESHOLD
def _refresh_runtime_constants() -> None:
"""同步模块级常量与 Config 类属性，兼容两种访问方式。"""
global DEFAULT_MODEL_SECTION
global MAX_RETRIES
global TIMEOUT
global CONVERSATION_MAX_HISTORY_MESSAGES
global CONVERSATION_ENABLE_MULTI_TURN
global CONVERSATION_ENABLE_COMPRESSION
global CONVERSATION_COMPRESSION_THRESHOLD
DEFAULT_MODEL_SECTION = Config._config.get('General', 'DEFAULT_MODEL_SECTION', fallback='gpt-4o')
MAX_RETRIES = Config._config.getint('General', 'MAX_RETRIES', fallback=3)
TIMEOUT = Config._config.getint('General', 'TIMEOUT', fallback=30)
CONVERSATION_MAX_HISTORY_MESSAGES = Config._config.getint('conversation', 'max_history_messages', fallback=10)
CONVERSATION_ENABLE_MULTI_TURN = Config._config.getboolean('conversation', 'enable_multi_turn', fallback=False)
CONVERSATION_ENABLE_COMPRESSION = Config._config.getboolean('conversation', 'enable_memory_compression', fallback=False)
CONVERSATION_COMPRESSION_THRESHOLD = Config._config.getint('conversation', 'compression_threshold', fallback=8)
Config.DEFAULT_MODEL_SECTION = DEFAULT_MODEL_SECTION
Config.MAX_RETRIES = MAX_RETRIES
Config.TIMEOUT = TIMEOUT
Config.CONVERSATION_MAX_HISTORY_MESSAGES = CONVERSATION_MAX_HISTORY_MESSAGES
Config.CONVERSATION_ENABLE_MULTI_TURN = CONVERSATION_ENABLE_MULTI_TURN
Config.CONVERSATION_ENABLE_COMPRESSION = CONVERSATION_ENABLE_COMPRESSION
Config.CONVERSATION_COMPRESSION_THRESHOLD = CONVERSATION_COMPRESSION_THRESHOLD
# 在类定义完成后加载配置
Config._load_config()
_refresh_runtime_constants()
# 如有需要可在导入时做初始校验，
# 但已移到 main.py 以便更可控地执行。
# 如需在导入时校验，可在此调用 Config.validate_config()
config/sql_gen_prompts/README.md
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本目录存放业务 SQL 提示词（JSON 格式）。
约定：每个 JSON 文件对应一个数据库表模型。
示例文件：order.json、customer.json 等。
config/sql_gen_prompts/apbo_eta_ful.json
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@@ -3,59 +3,105 @@
"domain": "订单物料最新状态与历史变更查询",
"description": "此模型用于查询订单物料的最新状态和ETA相关信息，支持查询历史变更记录。该表包含最新状态数据（data_flag='Newest'）和历史变更数据（data_flag='Changelog'）的联合结果。所有日期字段在查询时自动转换为字符类型。通过data_flag区分最新状态和历史变更，实现订单全生命周期追踪。",
"data_source": "dwd_ai.apbo_eta_ful",
"system_flag_limit": "任何条件下，都不允许在SELECT子句中查询is_passdue, is_dummy, data_flag字段，仅用于WHERE过滤，该规则优先级最高！"
"system_flag_limit": "任何条件下，都不允许在SELECT子句中查询data_flag字段，仅用于WHERE过滤，且update_date和data_flag两个字段在where条件中互斥,使用了update_date则不使用data_flag，该规则优先级最高！"
},
"data_model_specification": {
"fields_list": [
"service_order_id", "soid", "part_number", "topmost_pn", "commodity_code", "ship_to_country",
"region", "dc_plant", "mtm", "machine_sn", "machine_type", "whether_premier", "stm_planner",
"category", "lenovo_ref_no", "case_number", "service_order_creation_date", "eta", "so_eta",
"status", "status_date", "update_date", "parts_sales", "warranty", "aging_day", "action",
"is_passdue", "is_dummy", "data_flag", "model", "aging_range", "recovery_day", "recovery_range",
"order_type", "key_lenovo_ref_no", "service_type", "customer", "life_cycle", "hawb", "bol", "dn", "po", "prid"
"service_order_id", "soid", "part_number", "topmost_pn", "commodity_code", "ship_to_country",
"region", "dc_plant", "mtm", "machine_sn", "machine_type", "whether_premier", "stm_planner",
"category", "lenovo_ref_no", "case_number", "service_order_creation_date", "eta", "so_eta",
"status", "status_date", "update_date", "parts_sales", "warranty", "aging_day", "action",
"data_flag", "model", "aging_range", "recovery_day", "recovery_range",
"order_type", "key_lenovo_ref_no", "service_type", "customer", "life_cycle", "owner", "bu", "multiple_flag", "country_dc_premier_stock", "potential_ww_stock", "potential_opo_stock", "potential_other_dc_stock", "potential_reverse_stock", "hawb", "bol", "dn", "po", "prid"
],
"mandatory_display_fields": {
"rule1": "默认展示字段（按以下顺序）：service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date",
"rule2": "用户明确提到的字段优先原则：如果用户问题中明确提到了某些字段，这些字段应在SELECT子句中排在最前面，按用户问题中出现的顺序排列",
"rule3": "字段去重：用户提到的字段和默认字段有重叠时，每个字段只出现一次",
"rule4": "日期字段必须转换为字符类型：cast(column as varchar(4096)) as column",
"rule5": "where子句中出现的字段，必须加入select中查询展示",
"rule6": "禁止使用limit",
"rule7": "请确认生成的sql中,用户使用的是mt(machine_type)还是mtm, 注意!! MTM SN = machine_sn, MT SN = machine_sn, mt = machine_type",
"rule8": "当用户要求:展示所有信息，所有字段，全字段等需求时候，额外加入展示的字段:machine_type,case_number,status_date,aging_day,is_passdue,is_dummy,data_flag,recovery_day,recovery_range,hawb,bol,dn,po,prid",
"rule9": "where条件禁止使用status字段过滤",
"rule10": "用户输入了汇总，统计，分组等关键词，但未明确统计方式时候，默认使用count(*)进行汇总，注意group by必须和聚合函数成对出现，聚合查询后默认按照聚合的值从小到大排序",
"rule11": "如果用户输入的关键字有:VN,AU,IN,HK,PH,KR,ID,TW,MO,FJ,LK,MY,SG,NZ,TH,JP,BD，则视为国家字段的数值过滤条件,增加ship_to_country = '国家代码'",
"rule12": "MM/DD类似格式日期转换为 like '%-MM-DD%' ，DD等格式转换为 like '%-DD%'",
"rule13": "用户指定日期时，去掉data_flag = 'Newest'的过滤条件，如：查询2026年1月26的eta信息，则where子句中不包含data_flag = 'Newest'，而是update_date = '2025-12-31'",
"rule14": "聚合查询中，如未使用group by进行分组，select中默认增加使用update_date字段"
"default_fields": "service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, owner, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date",
"date_cast_rule": "日期字段必须转换为字符类型：cast(column as varchar(4096)) as column"
},
"optional_fields": {
"key_identifier_fields": ["service_order_id", "soid", "part_number","topmost_pn", "commodity_code"],
"milestone_date_fields": ["eta", "so_eta", "status_date", "update_date", "service_order_creation_date"],
"location_fields": ["ship_to_country", "region", "dc_plant"],
"machine_fields": ["mtm", "machine_sn", "machine_type", "model"],
"service_fields": ["whether_premier", "stm_planner", "category", "lenovo_ref_no", "case_number", "key_lenovo_ref_no", "service_type"],
"service_fields": ["whether_premier", "stm_planner", "category", "lenovo_ref_no", "case_number", "key_lenovo_ref_no", "service_type", "owner"],
"status_fields": ["status", "status_date"],
"additional_fields": ["parts_sales", "warranty", "aging_day", "action", "aging_range", "recovery_day", "recovery_range", "order_type", "customer", "life_cycle", "hawb", "bol", "dn", "po", "prid"],
"system_filter_fields": ["is_passdue", "is_dummy", "data_flag"]
"additional_fields": ["parts_sales", "warranty", "aging_day", "action", "aging_range", "recovery_day", "recovery_range", "order_type", "customer", "life_cycle", "owner", "bu", "multiple_flag", "country_dc_premier_stock", "potential_ww_stock", "potential_opo_stock", "potential_other_dc_stock", "potential_reverse_stock", "hawb", "bol", "dn", "po", "prid"],
"system_filter_fields": ["data_flag"]
}
},
"business_logic_rules": {
"soid_or_service_order_id": "禁止使用WHERE soid = 'xxx'或WHERE service_order_id = 'xxx'单独过滤，必须使用(service_order_id = 'xxx' or soid = 'xxx')进行过滤",
"sorting": "默认使用如下字段排序: soid, eta desc",
"query_recognition_rules": {
"detail_mode_triggers": ["明细", "明细查询", "详细", "具体", "记录"],
"aggregate_mode_triggers": ["聚合", "统计", "汇总", "count", "计数", "数量", "多少", "几个", "分组", "summary", "group by","summarize by","summarize","aggregate by","aggregate","sum", "求和", "总计", "合计"],
"aggregate_mode_enforcement": "当用户问题命中任意aggregate_mode_triggers关键字时，必须强制使用聚合模式：SELECT子句必须包含count(soid) as qty，分组字段必须加入GROUP BY。如用户指定了具体维度，按该维度分组；如未指定，默认按part_number分组"
},
"field_selection_logic": {
"priority_order": [
{
"level": 0,
"name": "明细模式",
"rule": "默认模式；未命中聚合关键词时",
"action": "使用明细字段与默认展示字段"
},
{
"level": 1,
"name": "聚合模式",
"rule": "命中聚合关键词（如：聚合/统计/count/汇总/分组/sum/求和/总计/合计）时，必须使用聚合模式",
"action": "使用聚合字段（count(soid) as qty）与分组维度"
}
]
},
"aggregate_rules": {
"metric_definitions": {
"qty": "count(soid)",
"premier_qty": "sum(if(whether_premier='Premier',1,0))"
},
"count_distinct_rule": "当用户指定对某列进行count统计时（如：统计SO数量、统计PN数量、统计订单数等），必须使用 count(distinct 列名) 而非 count(列名)，以避免重复计数。例如：统计SO数量 → count(distinct service_order_id)，统计PN数量 → count(distinct part_number)",
"group_by_rule": "所有非聚合字段必须出现在 GROUP BY",
"default_sorting": "qty DESC",
"fallback_group_by": "聚合查询中，如未使用group by进行分组，select中默认增加使用update_date字段"
},
"default_behavior": {
"detail_sorting": "soid, eta desc",
"aggregate_sorting": "qty DESC",
"limit": "如用户未要求，默认不加limit"
},
"alias_usage": "WHERE子句中支持使用字段别名进行查询，SELECT子句中使用原始字段名或别名均可",
"select_alias_rename_rule": "生成SQL时，若用户在问题中使用了字段别名/字段名表达（如 country、tp、topmost、owner_name 等），SELECT子句需按用户表述进行重命名：SELECT 原始字段 AS 用户字段名，并保持用户字段出现顺序",
"date_conversion": "所有日期字段必须使用cast(column as varchar(4096)) as column转为字符类型",
"default_filters": ["is_dummy = '0'", "data_flag = 'Newest'"],
"default_filters": ["data_flag = 'Newest'"],
"data_flag_keyword_rule": "当用户问题包含'最新'、'Newest'、'latest'、'recent'等关键词时，使用 data_flag = 'Newest' 进行过滤",
"eta_info_keyword_rule": "当用户问题包含'eta信息'时，仅展示eta信息指定字段",
"eta_info_display_fields": "service_order_id as \"Service Order ID\", soid as \"SOID\", cast(service_order_creation_date as varchar(4096)) as \"Service Order Creation Date\", ship_to_country as \"Ship To Country\", part_number as \"Part Number\", topmost_pn as \"Topmost_PN\", commodity_code as \"Commodity_Code\", category as \"Category\", cast(eta as varchar(4096)) as \"ETA\", cast(so_eta as varchar(4096)) as \"SO ETA\", key_lenovo_ref_no as \"key_Lenovo Ref No\", order_type as \"order_type\", stm_planner as \"STM Planner\", region as \"Region\", dc_plant as \"DC Plant\", mtm as \"MTM\", machine_sn as \"Machine SN\", whether_premier as \"Whether_Premier\", service_type as \"Service_type\", warranty as \"Warranty\", parts_sales as \"Parts_sales\", customer as \"Customer\", life_cycle as \"TM_lifecycle\", model as \"Model\", aging_range as \"Aging_range\", lenovo_ref_no as \"Lenovo Ref No\", action as \"Action\", cast(update_date as varchar(4096)) as \"Update_date\"",
"potential_stock_keyword_rule": "当用户问题包含'potential_stock'或'潜在库存'或'潜在stock'或'潜在库存信息'关键字时，必须同时查询以下所有库存字段：potential_ww_stock, potential_opo_stock, potential_other_dc_stock, potential_reverse_stock",
"premier_qty_keyword_rule": "当用户问题包含'premier qty'、'premier_qty'、'premier数量'、'premier计数'、'premier统计'等关键词时，必须在SELECT中使用 sum(if(whether_premier='Premier',1,0)) as premier_qty 进行统计",
"sub_rule_keyword_rule": "当用户问题包含'sub rule'、'Sub Rule'、'SUB RULE'、'sub_rule'、'不接受sub'、'Not accept sub'等关键词时，必须在WHERE子句中添加 action = 'Not accept sub' 进行精确过滤。该条件与data_flag = 'Newest'一起使用，生成格式为：WHERE ... AND action = 'Not accept sub' AND data_flag = 'Newest'",
"passdue_keyword_rule": "当用户问题包含'passdue'、'past due'、'Passdue'、'PASSDUE'、'past_due'、'逾期'、'超期'、'过期'、'延误'等关键词时，必须在WHERE子句中添加 cast(update_date as date) - cast(eta as date) > 0 进行过滤，表示订单已超过预计到达日期。该条件使用日期类型减法比较，确保日期格式正确。生成格式为：WHERE ... AND cast(update_date as date) - cast(eta as date) > 0 AND data_flag = 'Newest'",
"null_handling": "日期字段转换时保留NULL值",
"model_query_rule": "查询model字段时必须使用like匹配，如: model like '%X13%'",
"field_extraction_rule": "使用正则表达式和关键词匹配提取用户明确提到的字段，建立字段别名映射表",
"field_order_rule": "用户提到的字段按问题中出现顺序排列在最前面，然后补充默认展示字段中未提及的字段",
"topmost_pn and part_number_distinction": "确保区分topmost_pn(tp,tm,topmost)和part_number(pn)字段，避免混淆",
"todays_date_handling": "当用户查询包含“今天”或“当前日期”的信息时，替换为系统当前日期进行过滤"
"where_field_must_select": "where子句中出现的字段，必须加入select中查询展示",
"no_status_filter": "where条件禁止使用status字段过滤",
"country_code_mapping": "如果用户输入的关键字有:VN,AU,IN,HK,PH,KR,ID,TW,MO,FJ,LK,MY,SG,NZ,TH,JP,BD，则视为国家字段的数值过滤条件,增加ship_to_country = '国家代码'",
"date_like_rule": "MM/DD类似格式日期转换为 like '%-MM-DD%' ，DD等格式转换为 like '%-DD%'",
"topmost_pn_and_part_number_distinction": "确保区分topmost_pn(tp,tm,topmost,TOPMOST,TM)和part_number(pn)字段，避免混淆",
"alias_priority_rules": "别名匹配需大小写不敏感；tm/TM/topmost/TOPMOST/topmost pn均映射为topmost_pn；mtm只映射mtm，不得与tm混淆",
"order_type_warranty_disambiguation": "order_type与warranty可能共享值集合（如MDOA/OPT/CLW/DOA/FOC/OOW/OBL/ADW）。生成SQL时必须根据用户问题中的字段名或语义确认过滤目标字段；若用户未明确字段名且值仅命中该集合，不得擅自选择字段，需优先使用上下文关键词（订单类型/保修/质保）进行判断",
"todays_date_handling": "当用户查询包含'今天'或'当前日期'或'today'的信息时，使用update_date = substr(now(),1,10)进行过滤",
"top_n_rules": {
"recognition_triggers": ["top", "Top", "TOP", "前", "最高", "最大", "最小", "排名"],
"require_limit": "识别为TopN查询时，必须使用LIMIT N",
"require_order_by": "识别为TopN查询时，必须包含ORDER BY排序字段",
"default_limit": "用户未明确N时，默认使用LIMIT 10",
"default_order_by": "用户未指定排序字段时，默认使用count(soid)作为排序键",
"dimension_topn_rule": "当用户表达为'by {维度} top N'或'按{维度} top N'时，只能选择该维度字段 + qty(count(soid))，禁止选择其他明细字段；必须对该维度GROUP BY，并使用count(soid) as qty排序：ORDER BY qty DESC",
"dimension_topn_default": "TopN查询默认使用用户指定的维度 + count(soid) as qty 作为排序结果",
"dimension_topn_where_rule": "维度过滤条件仅用于WHERE（如 model 使用lower(model) like '%x%'），但SELECT仍只保留维度字段 + qty"
}
},
"field_mapping_reference": {
"critical_note": "此表包含最新状态数据和历史变更数据的联合，通过data_flag区分。最新数据（Newest）每条订单只有一条记录，历史数据（Changelog）每条订单有多条记录。所有日期字段在查询时自动转换为字符类型。请注意检查用户是否使用了字段的alias，不要忽略！！！系统字段（is_passdue, data_flag）仅用于WHERE过滤，不显示在SELECT结果中。用户提到的字段应优先显示在SELECT子句最前面。",
"critical_note": "此表包含最新状态数据和历史变更数据的联合，通过data_flag区分。最新数据（Newest）每条订单只有一条记录，历史数据（Changelog）每条订单有多条记录。所有日期字段在查询时自动转换为字符类型。请注意检查用户是否使用了字段的alias，不要忽略！！！系统字段（data_flag）仅用于WHERE过滤，不显示在SELECT结果中。用户提到的字段应优先显示在SELECT子句最前面。",
"critical_note1": {"type":"字段类型", "desc":"字段描述", "format": "数据格式", "query_format": "查询时数据格式" ,"example":"字段示例值", "values":"枚举值", "alias":"字段别名"},
"key_identifiers": {
"service_order_id": {
@@ -77,14 +123,14 @@
"alias": ["pn", "part", "parts", "物料号", "零件号", "Part Number", "材料号", "物料编码", "零件编码"]
}
},
"milestone_date_fields": {
"service_order_creation_date": {
"type": "datetime",
"desc": "开单日期",
"desc": "开单日期/开单时间，即这条记录的创建时间，即 Backlog Order 的创建/新增时间，即 BO 的创建/新增时间。业务含义：当前数据的 update_date 与 service_order_creation_date 相减即为该订单的存续时间（订单从创建到当前状态的时间跨度）",
"format": "YYYY-MM-DD HH:MM:SS",
"query_format": "作为字符串展示",
"alias": ["create_date", "创建时间", "下单时间", "开单日期", "SO创建时间", "开单时间", "Order Creation Date", "created_date", "创建日期"]
"alias": ["create_date", "创建时间", "create 时间", "开单日期", "SO创建时间", "开单时间", "Order Creation Date", "created_date", "创建日期", "存续时间", "订单时长", "BO创建时间", "BO新增时间", "Backlog Order创建时间", "Backlog Order新增时间", "记录创建时间", "记录新增时间"]
},
"eta": {
"type": "date",
@@ -115,19 +161,60 @@
"alias": ["更新时间", "更新日期", "历史数据状态更新日期", "修改时间"]
}
},
"additional_fields": {
"bu": {
"type": "varchar(4096)",
"desc": "业务单元",
"alias": ["bu", "BU", "业务单元", "业务线"]
},
"multiple_flag": {
"type": "varchar(4096)",
"desc": "多重影响标识",
"alias": ["multiple_flag", "multi_flag", "多重标识", "多标识"]
},
"country_dc_premier_stock": {
"type": "varchar(4096)",
"desc": "国家DC Premier库存",
"alias": ["country_dc_premier_stock", "premier_stock", "premier stock","国家DC优先库存", "国家DC优先库存量"]
},
"potential_ww_stock": {
"type": "varchar(63355)",
"desc": "潜在全球库存",
"alias": ["potential_ww_stock", "ww_stock", "潜在全球库存", "潜在WW库存"]
},
"potential_opo_stock": {
"type": "varchar(63355)",
"desc": "潜在OPO库存",
"alias": ["potential_opo_stock", "opo_stock", "潜在OPO库存", "OPO库存"]
},
"potential_other_dc_stock": {
"type": "varchar(63355)",
"desc": "潜在其他DC库存",
"alias": ["potential_other_dc_stock", "other_dc_stock", "潜在其他DC库存", "其他DC库存"]
},
"potential_reverse_stock": {
"type": "varchar(63355)",
"desc": "潜在逆向库存",
"alias": ["potential_reverse_stock", "reverse_stock", "潜在逆向库存", "逆向库存"]
},
"owner": {
"type": "varchar(4096)",
"desc": "负责人/归属人, 查询时必须转换为小写并使用like匹配, 如: lower(owner) like '%senilaf%' ",
"example": "senilaf",
"alias": ["owner", "负责人", "归属人", "owner_name", "责任人", "持有人"]
},
"topmost_pn": {
"type": "varchar(4096)",
"desc": "最紧缺物料号, 注意与pn区分, 这是topmost pn, 这是topmost pn, 这是topmost pn, 不是PN",
"example": "5CB1L57599",
"alias": ["tp","tm", "最紧缺物料号", "Topmost Part Number", "topmost", "topmost pn"]
"alias": ["tp", "tm", "TM", "TOPMOST", "Topmost", "Topmost Part Number", "topmost", "topmost pn", "TOPMOST PN", "topmost_pn", "top-most"]
},
"commodity_code": {
"type": "varchar(4096)",
"desc": "商品编码",
"example": "PL",
"alias": ["commodity", "商品代码", "编码", "cc", "物料分类", "Commodity Code", "商品类别", "物料类型", "商品编码"]
"alias": ["commodity", "商品代码", "CC", "cc", "物料分类", "Commodity Code", "商品类别", "物料类型", "商品编码"]
},
"ship_to_country": {
"type": "varchar(4096)",
@@ -167,7 +254,7 @@
},
"model": {
"type": "varchar(4096)",
"desc": "Lenovo的机型, 禁止使用model = 'model_name', 查询时必须转换为小写并使用like匹配，如: lower(model) like '%X13%'",
"desc": "Lenovo的机型, 禁止使用model = 'model_name', 查询时model_name必须转换为小写并使用like匹配，如: lower(model) like '%x13%'",
"example": ["Yoga 7 16IAH7", "X13 GEN3", "T16 Gen4 AMD", "Legion 7 16ACHg6"],
"alias": ["model", "机型", "型号", "Model", "设备型号", "机器型号"]
},
@@ -190,7 +277,7 @@
},
"whether_premier": {
"type": "varchar(4096)",
"desc": "优先级标识，默认查询 'Premier'",
"desc": "优先级标识，默认查询 'Premier'。当用户需要统计Premier订单数量时，使用 sum(if(whether_premier='Premier',1,0)) as premier_qty",
"values": ["Starndard", "Premier"],
"alias": ["premier", "优质服务", "是否优质", "是否Premier", "Premier服务", "是否优先", "Whether Premier", "优先服务标识", "VIP服务"]
},
@@ -210,9 +297,16 @@
"desc": "零件销售信息",
"alias": ["零件销售", "销售信息", "部件销售", "配件销售", "销售数据"]
},
"action": {
"type": "varchar(4096)",
"desc": "操作/动作标识，用于标识订单当前执行的操作类型。当用户提到'sub rule'时，该字段精确匹配 action = 'Not accept sub'",
"example": "Not accept sub",
"alias": ["action", "操作", "动作", "Action", "操作类型", "sub rule", "Sub Rule", "SUB RULE", "sub_rule", "不接受sub", "Not accept sub"]
},
"warranty": {
"type": "varchar(4096)",
"desc": "保修信息",
"values": ["MDOA", "OPT", "CLW", "DOA", "FOC", "OOW", "OBL", "ADW"],
"alias": ["保修", "保修信息", "质保", "保修条款", "保修状态"]
},
"aging_day": {
@@ -239,12 +333,6 @@
"values": ["0-7D", "8-14D", "15-21D", "22-28D", "28D+", "null"],
"alias": ["账龄天数", "账龄", "recovery range", "账期分类", "账龄分类", "天数分类"]
},
"action": {
"type": "varchar(4096)",
"desc": "操作/规则",
"example": "Not accept sub",
"alias": ["sub_rule", "操作", "规则", "限制规则", "操作类型", "处理规则"]
},
"order_type":{
"type": "varchar(4096)",
"desc": "订单类型",
@@ -275,30 +363,40 @@
"type": "varchar(4096)",
"desc": "house air way bill",
"examples": ["DIM042186899"],
"alias": ["分运单号", "运单号", "代理运单", "分运单", "house air way bill"]
"alias": ["hawb", "HAWB", "Hawb", "分运单号", "运单号", "代理运单", "分运单", "house air way bill", "house airway bill", "house air waybill", "house airway waybill", "air way bill", "air waybill", "HAWB No", "HAWB NO", "HAWB号码", "HAWB号", "分运单", "分运单编号", "分运单号码"]
},
"bol": {
"type": "varchar(4096)",
"desc": "bill of lading",
"examples": ["OOLU2678082490"],
"alias": ["bol", "BOL", "Bol", "bill of lading", "B/L", "b/l", "提单", "提单号", "提单编号", "海运提单", "货运提单", "BOL No", "BOL NO", "BOL号", "BOL号码"]
},
"dn": {
"type": "varchar(4096)",
"desc": "delivery note / delivery number",
"examples": ["0081234567"],
"alias": ["dn", "DN", "Dn", "delivery note", "delivery number", "delivery no", "送货单", "送货单号", "交货单", "交货单号", "出货单", "出货单号", "DN No", "DN NO", "DN号", "DN号码"]
},
"po": {
"type": "varchar(4096)",
"desc": "purchase order",
"examples": ["4501234567"],
"alias": ["po", "PO", "Po", "purchase order", "purchase order number", "采购单", "采购单号", "采购订单", "采购订单号", "PO No", "PO NO", "PO号", "PO号码"]
},
"prid": {
"type": "varchar(4096)",
"desc": "采购申请/内部请求标识",
"examples": ["PR12345678"],
"alias": ["prid", "PRID", "Prid", "pr id", "PR ID", "purchase request id", "采购申请号", "采购申请编号", "申请单号", "请求单号", "内部请求号", "PRID号", "PRID号码"]
}
},
"system_flag_fields": {
"is_passdue": {
"type": "varchar(64)",
"desc": "是否逾期：'1'表示逾期，'0'表示正常",
"business_rule": "根据用户要求过滤, 禁止出现在SELECT中",
"display_rule": "仅用于WHERE过滤，不显示",
"alias": ["passdue", "逾期标志", "是否逾期", "overdue", "超期标志", "逾期标识"]
},
"is_dummy": {
"type": "varchar(64)",
"desc": "是否为虚拟/测试数据：'1'表示是dummy数据，'0'表示真实数据",
"business_rule": "默认过滤掉dummy数据（is_dummy='0'），除非用户指定, 禁止出现在SELECT中",
"display_rule": "仅用于WHERE过滤，不显示",
"alias": ["dummy", "虚拟标志", "是否虚拟", "测试数据", "假数据标识", "模拟数据"]
},
"data_flag": {
"type": "varchar(64)",
"desc": "数据标志：'Newest'表示最新状态，'Changelog'表示历史变更",
"example": "Newest",
"business_rule": "默认查询最新状态（Newest），查询历史时使用Changelog, 禁止出现在SELECT中",
"business_rule": "默认查询最新状态（Newest），查询历史时使用Changelog, 禁止出现在SELECT中,where条件中出现update_date则不使用data_flag进行过滤",
"display_rule": "仅用于WHERE过滤，不显示",
"alias": ["数据标志", "数据类型", "数据状态", "记录类型", "数据分类"]
}
@@ -306,59 +404,84 @@
},
"examples": {
"newest_status_all_fields": {
"user": "请查询SO:4020986743的全部字段",
"sql": "SELECT service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE (service_order_id = '4020986743' or soid = '4020986743') AND is_dummy = '0' AND data_flag = 'Newest' ORDER BY soid, eta DESC",
"user": "How about the ETA of 4020731111 and 4020947030?",
"sql": "SELECT service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE (service_order_id in ('4020731111', '4020947030') or soid in ('4020731111', '4020947030')) AND data_flag = 'Newest' ORDER BY soid, eta DESC",
"field_selection_reason": "默认查询最新状态，按默认展示字段顺序显示所有字段（除系统字段），日期字段转换为字符类型"
},
"history_records_all_fields": {
"user": "查看2025年12月31的so为4020438779的历史变更记录",
"sql": "SELECT service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE (service_order_id = '4020438779' or soid = '4020438779') AND cast(update_date as varchar(4096)) like '%2025-12-31%' AND is_dummy = '0' AND data_flag = 'Changelog' ORDER BY soid, eta DESC",
"field_selection_reason": "查询历史变更记录，按默认展示字段顺序显示所有字段（除系统字段），日期字段转换为字符类型"
"sql": "SELECT service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE service_order_id = '4020438779' AND cast(update_date as varchar(4096)) like '%2025-12-31%' ORDER BY soid, eta DESC",
"field_selection_reason": "查询历史变更记录，按默认展示字段顺序显示所有字段（除系统字段），日期字段转换为字符类型，且用户指定了update_date进行过滤，去掉data_flag = 'Newest'的默认过滤条件"
},
"specific_fields_query": {
"user": "查询SO为4020438779的country, eta, order_type",
"sql": "SELECT ship_to_country, cast(eta as varchar(4096)) as eta, order_type, service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, part_number, topmost_pn, commodity_code, category, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, stm_planner, region, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE (service_order_id = '4020438779' or soid = '4020438779') AND is_dummy = '0' AND data_flag = 'Newest' ORDER BY soid, eta DESC",
"sql": "SELECT ship_to_country, cast(eta as varchar(4096)) as eta, order_type, service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, part_number, topmost_pn, commodity_code, category, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, stm_planner, region, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE service_order_id = '4020438779' AND data_flag = 'Newest' ORDER BY soid, eta DESC",
"field_selection_reason": "用户提到的字段(ship_to_country, eta, order_type)优先显示在最前面，然后补充其他默认展示字段"
},
"aggragate_query": {
"user": "by country, key_Lenovo Ref No, eta 汇总REGION=CAP passdue 信息, 并从小到大排序",
"sql": "SELECT region, ship_to_country, key_lenovo_ref_no, cast(eta as varchar(4096)) as eta, count(1) FROM dwd_ai.apbo_eta_ful WHERE is_passdue = '1' AND is_dummy = '0' AND data_flag = 'Newest' AND region = 'CAP' group by region, ship_to_country, key_lenovo_ref_no, cast(eta as varchar(4096)) ORDER BY count(1) ASC",
"field_selection_reason": "查询特定账龄的订单，按默认展示字段顺序显示，日期字段转换为字符类型"
"user": "by country, key_Lenovo Ref No, eta 汇总REGION=CAP 信息, 并从小到大排序",
"sql": "SELECT region, ship_to_country, key_lenovo_ref_no, cast(eta as varchar(4096)) as eta, count(soid) as qty FROM dwd_ai.apbo_eta_ful WHERE data_flag = 'Newest' AND region = 'CAP' group by region, ship_to_country, key_lenovo_ref_no, cast(eta as varchar(4096)) ORDER BY qty DESC",
"field_selection_reason": "聚合查询，qty默认降序排序"
},
"overdue_orders_all_fields": {
"user": "查询所有passdue/逾期的订单",
"sql": "SELECT service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE is_passdue = '1' AND is_dummy = '0' AND data_flag = 'Newest' ORDER BY soid, eta DESC",
"field_selection_reason": "查询逾期订单，按默认展示字段顺序显示，日期字段转换为字符类型"
"topn_by_topmost_pn_model_qty": {
"user": "by topmost_pn, model 查询 top 10",
"sql": "SELECT topmost_pn, model, count(soid) as qty FROM dwd_ai.apbo_eta_ful WHERE data_flag = 'Newest' GROUP BY topmost_pn, model ORDER BY qty DESC LIMIT 10",
"field_selection_reason": "按维度TopN，仅输出维度字段+qty"
},
"topn_by_country_qty": {
"user": "CC为LT ,by country 查询 top 20",
"sql": "SELECT commodity_code,ship_to_country, count(soid) as qty FROM dwd_ai.apbo_eta_ful WHERE data_flag = 'Newest' AND commodity_code = 'LT'GROUP BY commodity_code, ship_to_country ORDER BY qty DESC LIMIT 20",
"field_selection_reason": "按维度TopN，默认使用维度+qty排序，仅输出维度字段+qty"
},
"Machine_sn_query": {
"user": "SN PF4C8CBL的order 信息",
"sql": "SELECT machine_sn, service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE machine_sn = 'PF4C8CBL' AND is_dummy = '0' AND data_flag = 'Newest' ORDER BY soid, eta DESC",
"sql": "SELECT machine_sn, service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE machine_sn = 'PF4C8CBL' AND data_flag = 'Newest' ORDER BY soid, eta DESC",
"field_selection_reason": "用户提到的字段(machine_sn)优先显示在最前面，然后补充其他默认展示字段"
},
"status_query": {
"user": "查询状态为wrong order的订单",
"sql": "SELECT status, service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE status = 'wrong order' AND is_dummy = '0' AND data_flag = 'Newest' ORDER BY soid, eta DESC",
"sql": "SELECT status, service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE status = 'wrong order' AND data_flag = 'Newest' ORDER BY soid, eta DESC",
"field_selection_reason": "用户提到的字段(status)优先显示在最前面，然后补充其他默认展示字段"
},
"multiple_fields_query": {
"user": "查看SN为PF4C8CBL的订单状态和机器型号",
"sql": "SELECT machine_sn, status, model, service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE machine_sn = 'PF4C8CBL' AND is_dummy = '0' AND data_flag = 'Newest' ORDER BY soid, eta DESC",
"sql": "SELECT machine_sn, status, model, service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE machine_sn = 'PF4C8CBL' AND data_flag = 'Newest' ORDER BY soid, eta DESC",
"field_selection_reason": "用户提到的字段(machine_sn, status, model)按问题中出现的顺序优先显示在最前面，然后补充其他默认展示字段"
},
"model_query_all_fields": {
"user": "查询机型包含X13的订单",
"sql": "SELECT service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE model like '%X13%' AND is_dummy = '0' AND data_flag = 'Newest' ORDER BY soid, eta DESC",
"sql": "SELECT service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE lower(model) like '%x13%' AND data_flag = 'Newest' ORDER BY soid, eta DESC",
"field_selection_reason": "查询特定机型的订单，使用like匹配model字段，按默认展示字段顺序显示"
},
"order_type_query_all_fields": {
"user": "查询订单类型为MDOA的订单",
"sql": "SELECT service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE order_type = 'MDOA' AND is_dummy = '0' AND data_flag = 'Newest' ORDER BY soid, eta DESC",
"sql": "SELECT service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE order_type = 'MDOA' AND data_flag = 'Newest' ORDER BY soid, eta DESC",
"field_selection_reason": "查询特定订单类型的订单，按默认展示字段顺序显示"
},
"passdue_info_query": {
"user": "region = ANZ 的passdue 信息",
"sql": "SELECT region, service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE is_passdue = '1' AND is_dummy = '0' AND data_flag = 'Newest' ORDER BY soid, eta DESC",
"field_selection_reason": "查询逾期订单的详细信息，按默认展示字段顺序显示"
"region_info_query": {
"user": "region = ANZ 的信息",
"sql": "SELECT region, service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE data_flag = 'Newest' AND region = 'ANZ' ORDER BY soid, eta DESC",
"field_selection_reason": "按区域查询，按默认展示字段顺序显示"
},
"sub_rule_query": {
"user": "查询sub rule的订单",
"sql": "SELECT action, service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE action = 'Not accept sub' AND data_flag = 'Newest' ORDER BY soid, eta DESC",
"field_selection_reason": "用户提到'sub rule'，触发sub_rule_keyword_rule，在WHERE中添加 action = 'Not accept sub' 进行精确过滤"
},
"sub_rule_with_country_query": {
"user": "查询country为VN的sub rule订单信息",
"sql": "SELECT action, ship_to_country, service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE action = 'Not accept sub' AND ship_to_country = 'VN' AND data_flag = 'Newest' ORDER BY soid, eta DESC",
"field_selection_reason": "用户提到'sub rule'且指定country=VN，WHERE中同时包含 action = 'Not accept sub' 和 ship_to_country = 'VN'"
},
"passdue_query": {
"user": "查询passdue的订单",
"sql": "SELECT service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, ship_to_country, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE cast(update_date as date) - cast(eta as date) > 0 AND data_flag = 'Newest' ORDER BY soid, eta DESC",
"field_selection_reason": "用户提到'passdue'，触发passdue_keyword_rule，在WHERE中添加 cast(update_date as date) - cast(eta as date) > 0 过滤逾期订单"
},
"passdue_with_country_query": {
"user": "查询country为AU的passdue订单",
"sql": "SELECT ship_to_country, service_order_id, soid, cast(service_order_creation_date as varchar(4096)) as service_order_creation_date, part_number, topmost_pn, commodity_code, category, cast(eta as varchar(4096)) as eta, cast(so_eta as varchar(4096)) as so_eta, key_lenovo_ref_no, order_type, stm_planner, region, dc_plant, mtm, machine_sn, whether_premier, service_type, warranty, parts_sales, customer, life_cycle, model, aging_range, lenovo_ref_no, action, cast(update_date as varchar(4096)) as update_date FROM dwd_ai.apbo_eta_ful WHERE ship_to_country = 'AU' AND cast(update_date as date) - cast(eta as date) > 0 AND data_flag = 'Newest' ORDER BY soid, eta DESC",
"field_selection_reason": "用户提到'passdue'且指定country=AU，WHERE中同时包含 ship_to_country = 'AU' 和 cast(update_date as date) - cast(eta as date) > 0"
}
}
}
config/sql_gen_prompts/apbo_milestone_info.json → config/sql_gen_prompts/apbo_eta_milestone.json
+15 -13
View File
@@ -5,13 +5,14 @@
"description": "此模型用于查询订单在物流运输全链路中的关键节点(milestone)信息，追踪从订单创建、提货、运输到签收的完整状态流。每个订单可对应多个节点记录以反映运输进度。"
},
"data_model_specification": {
"data_source": "dwd_ai.apbo_milestone_info",
"fields_list": ["service_order_id", "soid", "part_number", "PO", "po_creation_date", "prid", "DN", "dn_date", "gi_date", "BOL", "hawb", "pickup_time", "etd", "atd", "eta", "ata", "pod", "gr_date", "status", "status_date", "service_order_creation_date", "so_eta", "topmost_pn", "commodity_code", "ship_to_country", "region", "dc_plant", "mtm", "machine_sn","machine_type", "whether_premier", "stm_planner", "category", "lenovo_ref_no"],
"data_source": "dwd_ai.apbo_eta_milestone",
"fields_list": ["service_order_id", "soid", "part_number", "PO", "po_creation_date", "prid", "DN", "dn_date", "gi_date", "BOL", "hawb", "pickup_time", "flight_etd", "flight_atd", "flight_eta", "flight_ata", "eta", "pod", "gr_date", "status", "status_date", "service_order_creation_date", "so_eta", "topmost_pn", "commodity_code", "ship_to_country", "region", "dc_plant", "mtm", "machine_sn","machine_type", "whether_premier", "stm_planner", "category", "lenovo_ref_no"],
"mandatory_display_fields": {
"rule1": "字段默认全部展示。日期字段需格式化为指定字符串格式。",
"rule2": "select时，所有NULL值使用空字符串''代替",
"rule3": "部分字段select时的顺序如下:po,po_creation_date,prid,dn,dn_date,gi_date,bol,hawb,pickup_time,etd,atd,eta,ata,pod,gr_date",
"rule4": "禁止使用limit"
"rule3": "部分字段select时的顺序如下:po,po_creation_date,prid,dn,dn_date,gi_date,bol,hawb,pickup_time,flight_etd,flight_atd,flight_eta,flight_ata,eta,pod,gr_date",
"rule4": "禁止使用limit",
"rule5": "status和category字段必须固定在最前面两列展示，且每次查询都必须包含这两个字段"
},
"optional_fields": {
@@ -54,14 +55,15 @@
"dn_date": {"type": "date", "desc": "发货单创建日期", "format": "YYYY-MM-DD HH:MM:SS", "query_format": "CAST(field_name AS VARCHAR(2048)) AS field_name 作为字符串展示", "alias": ["发货单日期", "DN日期", "发货时间", "Delivery Note Date"]},
"gi_date": {"type": "date", "desc": "货物发出日期(Goods Issue)", "format": "YYYY-MM-DD HH:MM:SS", "query_format": "CAST(field_name AS VARCHAR(2048)) AS field_name 作为字符串展示", "alias": ["货物发出时间", "发货日期", "出库时间", "Goods Issue Date", "出库日期"]},
"pickup_time": {"type": "datetime", "desc": "提货时间", "format": "YYYY-MM-DD HH:MM:SS", "query_format": "CAST(field_name AS VARCHAR(2048)) AS field_name 作为字符串展示", "alias": ["提货日期", "取货时间", "提货时间点", "Pickup Time", "提取时间"]},
"etd": {"type": "date", "desc": "预计出发时间(Estimated Time of Departure)", "format": "YYYY-MM-DD HH:MM:SS", "query_format": "CAST(field_name AS VARCHAR(2048)) AS field_name 作为字符串展示", "alias": ["预计出发", "计划出发时间", "ETD", "预计离港时间"]},
"atd": {"type": "date", "desc": "实际出发时间(Actual Time of Departure)", "format": "YYYY-MM-DD HH:MM:SS", "query_format": "CAST(field_name AS VARCHAR(2048)) AS field_name 作为字符串展示", "alias": ["实际出发", "实际离港时间", "ATD", "实际出发时间"]},
"eta": {"type": "date", "desc": "预计到达时间(Estimated Time of Arrival)", "format": "YYYY-MM-DD HH:MM:SS", "query_format": "CAST(field_name AS VARCHAR(2048)) AS field_name 作为字符串展示", "alias": ["预计到达", "计划到达时间", "ETA", "预计到港时间"]},
"ata": {"type": "date", "desc": "实际到达时间(Actual Time of Arrival)", "format": "YYYY-MM-DD HH:MM:SS", "query_format": "CAST(field_name AS VARCHAR(2048)) AS field_name 作为字符串展示", "alias": ["实际到达", "实际到港时间", "ATA", "实际到达时间"]},
"flight_etd": {"type": "date", "desc": "预计出发时间(Estimated Time of Departure)", "format": "YYYY-MM-DD HH:MM:SS", "query_format": "CAST(field_name AS VARCHAR(2048)) AS field_name 作为字符串展示", "alias": ["预计出发", "计划出发时间", "flight_etd", "预计离港时间"]},
"flight_atd": {"type": "date", "desc": "实际出发时间(Actual Time of Departure)", "format": "YYYY-MM-DD HH:MM:SS", "query_format": "CAST(field_name AS VARCHAR(2048)) AS field_name 作为字符串展示", "alias": ["实际出发", "实际离港时间", "flight_atd", "实际出发时间"]},
"flight_eta": {"type": "date", "desc": "航班预计到达时间(Flight Estimated Time of Arrival)", "format": "YYYY-MM-DD HH:MM:SS", "query_format": "CAST(field_name AS VARCHAR(2048)) AS field_name 作为字符串展示", "alias": ["航班预计到达", "航班计划到达时间", "flight_eta", "航班预计到港时间"]},
"flight_ata": {"type": "date", "desc": "实际到达时间(Actual Time of Arrival)", "format": "YYYY-MM-DD HH:MM:SS", "query_format": "CAST(field_name AS VARCHAR(2048)) AS field_name 作为字符串展示", "alias": ["实际到达", "实际到港时间", "flight_ata", "实际到达时间"]},
"eta": {"type": "date", "desc": "预计到达时间(Estimated Time of Arrival)", "format": "YYYY-MM-DD HH:MM:SS", "query_format": "CAST(field_name AS VARCHAR(2048)) AS field_name 作为字符串展示", "alias": ["预计到达", "计划到达时间", "eta", "预计到港时间"]},
"pod": {"type": "date", "desc": "签收单收到日期(Proof of Delivery)", "format": "YYYY-MM-DD HH:MM:SS", "query_format": "CAST(field_name AS VARCHAR(2048)) AS field_name 作为字符串展示", "alias": ["签收时间", "POD时间", "签收日期", "Proof of Delivery", "签收证明时间"]},
"gr_date": {"type": "date", "desc": "收货日期(Goods Receipt)", "format": "YYYY-MM-DD HH:MM:SS", "query_format": "CAST(field_name AS VARCHAR(2048)) AS field_name 作为字符串展示", "alias": ["收货时间", "入库时间", "GR时间", "Goods Receipt Date", "收货日期"]},
"status_date": {"type": "date", "desc": "状态最后更新时间", "format": "YYYY-MM-DD HH:MM:SS", "query_format": "CAST(field_name AS VARCHAR(2048)) AS field_name 作为字符串展示", "alias": ["状态更新时间", "最后更新", "状态日期", "Status Update Date"]},
"so_eta": {"type": "date", "desc": "订单预计到达时间(SO ETA)", "format": "YYYY-MM-DD HH:MM:SS", "query_format": "CAST(field_name AS VARCHAR(2048)) AS field_name 作为字符串展示", "alias": ["订单最终到达时间", "订单ETA", "服务订单预计到达", "Service Order ETA"]}
"so_eta": {"type": "date", "desc": "订单预计到达时间(SO ata)", "format": "YYYY-MM-DD HH:MM:SS", "query_format": "CAST(field_name AS VARCHAR(2048)) AS field_name 作为字符串展示", "alias": ["订单最终到达时间", "订单ETA", "服务订单预计到达", "Service Order ata"]}
},
"additional_fields": {
@@ -85,13 +87,13 @@
"examples": {
"基础查询": {
"user": "查询订单的物流节点信息",
"sql": "SELECT service_order_id, soid, part_number, bol, dn, po, hawb, prid, CAST(service_order_creation_date AS VARCHAR(2048)) as service_order_creation_date, CAST(po_creation_date AS VARCHAR(2048)) as po_creation_date, CAST(dn_date AS VARCHAR(2048)) as dn_date, CAST(gi_date AS VARCHAR(2048)) as gi_date, CAST(pickup_time AS VARCHAR(2048)) as pickup_time, CAST(etd AS VARCHAR(2048)) as etd, CAST(atd AS VARCHAR(2048)) as atd, CAST(eta AS VARCHAR(2048)) as eta, CAST(ata AS VARCHAR(2048)) as ata, CAST(pod AS VARCHAR(2048)) as pod, CAST(gr_date AS VARCHAR(2048)) as gr_date, CAST(status_date AS VARCHAR(2048)) as status_date, CAST(so_eta AS VARCHAR(2048)) as so_eta FROM dwd_ai.apbo_milestone_info ORDER BY status_date DESC, service_order_creation_date DESC",
"field_selection_reason": "基础查询显示所有必填的milestone字段,包括新增的service_order_creation_date, so_eta,日期字段已格式化为指定字符串格式"
"sql": "SELECT status, category, service_order_id, soid, part_number, bol, dn, po, hawb, prid, CAST(service_order_creation_date AS VARCHAR(2048)) as service_order_creation_date, CAST(po_creation_date AS VARCHAR(2048)) as po_creation_date, CAST(dn_date AS VARCHAR(2048)) as dn_date, CAST(gi_date AS VARCHAR(2048)) as gi_date, CAST(pickup_time AS VARCHAR(2048)) as pickup_time, CAST(flight_etd AS VARCHAR(2048)) as flight_etd, CAST(flight_atd AS VARCHAR(2048)) as flight_atd, CAST(flight_eta AS VARCHAR(2048)) as flight_eta, CAST(flight_ata AS VARCHAR(2048)) as flight_ata, CAST(eta AS VARCHAR(2048)) as eta, CAST(pod AS VARCHAR(2048)) as pod, CAST(gr_date AS VARCHAR(2048)) as gr_date, CAST(status_date AS VARCHAR(2048)) as status_date, CAST(so_eta AS VARCHAR(2048)) as so_eta FROM dwd_ai.apbo_eta_milestone ORDER BY status_date DESC, service_order_creation_date DESC",
"field_selection_reason": "基础查询显示所有必填的milestone字段,包括新增的service_order_creation_date, so_eta,日期字段已格式化为指定字符串格式,status和category固定在最前面两列"
},
"按主订单号查询": {
"user": "SO为4019630464的milestone信息",
"sql": "SELECT service_order_id, soid, part_number, bol, dn, po, hawb, prid, CAST(service_order_creation_date AS VARCHAR(2048)) as service_order_creation_date, CAST(po_creation_date AS VARCHAR(2048)) as po_creation_date, CAST(dn_date AS VARCHAR(2048)) as dn_date, CAST(gi_date AS VARCHAR(2048)) as gi_date, CAST(pickup_time AS VARCHAR(2048)) as pickup_time, CAST(etd AS VARCHAR(2048)) as etd, CAST(atd AS VARCHAR(2048)) as atd, CAST(eta AS VARCHAR(2048)) as eta, CAST(ata AS VARCHAR(2048)) as ata, CAST(pod AS VARCHAR(2048)) as pod, CAST(gr_date AS VARCHAR(2048)) as gr_date, CAST(status_date AS VARCHAR(2048)) as status_date, CAST(so_eta AS VARCHAR(2048)) as so_eta FROM dwd_ai.apbo_milestone_info WHERE service_order_id = '4019630464' ORDER BY status_date DESC, service_order_creation_date DESC",
"field_selection_reason": "用户提到'SO',根据映射规则应查询service_order_id字段,包含所有必填字段,日期字段已格式化为字符串"
"sql": "SELECT status, category, service_order_id, soid, part_number, bol, dn, po, hawb, prid, CAST(service_order_creation_date AS VARCHAR(2048)) as service_order_creation_date, CAST(po_creation_date AS VARCHAR(2048)) as po_creation_date, CAST(dn_date AS VARCHAR(2048)) as dn_date, CAST(gi_date AS VARCHAR(2048)) as gi_date, CAST(pickup_time AS VARCHAR(2048)) as pickup_time, CAST(flight_etd AS VARCHAR(2048)) as flight_etd, CAST(flight_atd AS VARCHAR(2048)) as flight_atd, CAST(flight_eta AS VARCHAR(2048)) as flight_eta, CAST(flight_ata AS VARCHAR(2048)) as flight_ata, CAST(eta AS VARCHAR(2048)) as eta, CAST(pod AS VARCHAR(2048)) as pod, CAST(gr_date AS VARCHAR(2048)) as gr_date, CAST(status_date AS VARCHAR(2048)) as status_date, CAST(so_eta AS VARCHAR(2048)) as so_eta FROM dwd_ai.apbo_eta_milestone WHERE service_order_id = '4019630464' ORDER BY status_date DESC, service_order_creation_date DESC",
"field_selection_reason": "用户提到'SO',根据映射规则应查询service_order_id字段,包含所有必填字段,日期字段已格式化为字符串,status和category固定在最前面两列"
}
}
}
config/sql_gen_prompts/apbo_eta_multiple_impact.json
+243
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@@ -0,0 +1,243 @@
{
"meta": {
"domain": "TP物料多重影响聚合分析",
"keywords": [
"multiple impact",
"tp物料",
"topmost_pn",
"part_number",
"region",
"warranty",
"ADW",
"CLW",
"DOA",
"FOC",
"MDOA",
"OBL",
"OOW",
"OPT",
"multipal_impact"
],
"description": "此模型用于查询 TP 物料多重影响聚合结果。数据已经按 topmost_pn、part_number、region 聚合，并补充各 warranty 类型计数以及总多重影响数 multipal_impact。支持明细展示、汇总统计、TopN 排名等查询方式。",
"data_source": "dwd_ai.apbo_eta_multiple_impact"
},
"data_model_specification": {
"fields_list": [
"topmost_pn",
"part_number",
"region",
"qty",
"ADW",
"CLW",
"DOA",
"FOC",
"MDOA",
"OBL",
"OOW",
"OPT",
"multipal_impact"
],
"mandatory_display_fields": {
"default_fields": "topmost_pn, part_number, region, qty, ADW, CLW, DOA, FOC, MDOA, OBL, OOW, OPT, multipal_impact",
"rule1": "默认展示全部业务字段。",
"rule2": "用户明确指定字段时，优先按用户提及顺序展示这些字段。",
"rule3": "明细模式默认保留 topmost_pn, part_number, region, qty, multipal_impact 以及相关 warranty 字段。",
"rule4": "聚合/TopN 模式仅保留分组维度字段与聚合结果字段。"
},
"optional_fields": {
"identifier_fields": ["topmost_pn", "part_number"],
"dimension_fields": ["region"],
"metric_fields": ["qty", "multipal_impact", "ADW", "CLW", "DOA", "FOC", "MDOA", "OBL", "OOW", "OPT"],
"warranty_metric_fields": ["ADW", "CLW", "DOA", "FOC", "MDOA", "OBL", "OOW", "OPT"]
}
},
"business_logic_rules": {
"query_recognition_rules": {
"detail_mode_keywords": ["有哪些", "查看", "列出", "显示", "查询", "明细", "详情", "具体"],
"aggregate_mode_keywords": ["统计", "汇总", "总数", "有多少", "数量", "count", "计数", "分组", "分布", "sum", "合计"],
"topn_mode_keywords": ["top", "前", "排名", "最高", "最大", "最多"],
"multiple_impact_keywords": ["multiple impact", "多重影响", "影响数", "multipal impact", "multipal_impact"],
"warranty_keywords": ["ADW", "CLW", "DOA", "FOC", "MDOA", "OBL", "OOW", "OPT", "warranty"]
},
"default_behavior": {
"detail_sorting": "multipal_impact DESC, qty DESC, topmost_pn, part_number, region",
"aggregate_sorting": "qty DESC",
"limit": "用户未要求时默认不加 LIMIT"
},
"aggregate_rules": {
"metric_definitions": {
"qty": "SUM(qty)",
"multipal_impact": "SUM(multipal_impact)",
"ADW": "SUM(ADW)",
"CLW": "SUM(CLW)",
"DOA": "SUM(DOA)",
"FOC": "SUM(FOC)",
"MDOA": "SUM(MDOA)",
"OBL": "SUM(OBL)",
"OOW": "SUM(OOW)",
"OPT": "SUM(OPT)"
},
"group_by_rule": "所有非聚合字段必须出现在 GROUP BY 中。",
"default_metric": "SUM(qty) AS qty"
},
"top_n_rules": {
"recognition_triggers": ["top", "前", "排名", "最高", "最大", "最多"],
"require_limit": "识别为 TopN 查询时必须使用 LIMIT N。",
"default_limit": "用户未明确 N 时默认 LIMIT 10。",
"default_order_by": "默认按 qty DESC 或 multipal_impact DESC 排序。"
},
"alias_usage": "允许用户使用字段别名或业务词汇，生成 SQL 时应映射到真实字段。",
"where_field_must_select": "WHERE 中出现的业务字段默认也应出现在 SELECT 中；TopN 聚合查询除外，仅保留维度字段和聚合指标。",
"warranty_metric_rule": "ADW、CLW、DOA、FOC、MDOA、OBL、OOW、OPT 均为已聚合的 warranty 计数字段，查询时直接使用，不需要再根据 warranty 字段二次统计。",
"multiple_impact_rule": "multipal_impact 为表中现成字段；当用户表达 multiple impact 总量时，优先使用该字段。",
"no_legacy_field_rule": "禁止再使用 pal_2h、service_order_id、soid 等旧表结构字段。"
},
"field_mapping_reference": {
"critical_note": "该表已经是聚合结果表，不存在 pal_2h、service_order_id、soid 等旧明细字段。请仅基于 topmost_pn、part_number、region、qty、各 warranty 聚合字段以及 multipal_impact 生成 SQL。",
"key_identifiers": {
"topmost_pn": {
"type": "varchar",
"desc": "TP 物料编号",
"example": "02HK965",
"alias": ["tp", "物料", "物料号", "零件号", "TP物料", "topmost", "topmost pn", "topmost_pn"]
},
"part_number": {
"type": "varchar",
"desc": "料号",
"example": "5D11J74767",
"alias": ["pn", "part number", "part_number", "料号", "零件料号", "部件号"]
},
"region": {
"type": "varchar",
"desc": "区域",
"example": "ANZ",
"alias": ["region", "区域", "大区", "地区"]
}
},
"metric_fields": {
"qty": {
"type": "bigint",
"desc": "当前 topmost_pn + part_number + region 粒度下的订单数量",
"alias": ["qty", "数量", "订单数", "记录数", "count"]
},
"multipal_impact": {
"type": "bigint",
"desc": "多重影响总数，字段名以表结构为准保留 multipal_impact 拼写",
"alias": ["multiple impact", "multiple_impact", "multipal impact", "multipal_impact", "多重影响", "影响数", "总影响数"]
},
"ADW": {
"type": "bigint",
"desc": "warranty=ADW 的计数",
"alias": ["ADW", "adw"]
},
"CLW": {
"type": "bigint",
"desc": "warranty=CLW 的计数",
"alias": ["CLW", "clw"]
},
"DOA": {
"type": "bigint",
"desc": "warranty=DOA 的计数",
"alias": ["DOA", "doa"]
},
"FOC": {
"type": "bigint",
"desc": "warranty=FOC 的计数",
"alias": ["FOC", "foc"]
},
"MDOA": {
"type": "bigint",
"desc": "warranty=MDOA 的计数",
"alias": ["MDOA", "mdoa"]
},
"OBL": {
"type": "bigint",
"desc": "warranty=OBL 的计数",
"alias": ["OBL", "obl"]
},
"OOW": {
"type": "bigint",
"desc": "warranty=OOW 的计数",
"alias": ["OOW", "oow"]
},
"OPT": {
"type": "bigint",
"desc": "warranty=OPT 的计数",
"alias": ["OPT", "opt"]
}
},
"condition_mapping": {
"有multiple impact": "multipal_impact > 0",
"有多重影响": "multipal_impact > 0",
"有qty": "qty > 0",
"有ADW": "ADW > 0",
"有CLW": "CLW > 0",
"有DOA": "DOA > 0",
"有FOC": "FOC > 0",
"有MDOA": "MDOA > 0",
"有OBL": "OBL > 0",
"有OOW": "OOW > 0",
"有OPT": "OPT > 0"
}
},
"examples": {
"detail_mode_examples": {
"example1": {
"user": "列出 topmost_pn 为 02HK965 的 multiple impact 明细",
"mode": "detail_mode",
"sql": "SELECT topmost_pn, part_number, region, qty, ADW, CLW, DOA, FOC, MDOA, OBL, OOW, OPT, multipal_impact FROM dwd_ai.apbo_eta_multiple_impact WHERE topmost_pn = '02HK965' ORDER BY multipal_impact DESC, qty DESC, topmost_pn, part_number, region"
},
"example2": {
"user": "查看 region 为 ANZ 且 ADW 有值的记录",
"mode": "detail_mode",
"sql": "SELECT region, ADW, topmost_pn, part_number, qty, CLW, DOA, FOC, MDOA, OBL, OOW, OPT, multipal_impact FROM dwd_ai.apbo_eta_multiple_impact WHERE region = 'ANZ' AND ADW > 0 ORDER BY multipal_impact DESC, qty DESC, topmost_pn, part_number, region"
},
"example3": {
"user": "查询 pn 为 5D11J74767 的 TP 物料影响",
"mode": "detail_mode",
"sql": "SELECT part_number, topmost_pn, region, qty, ADW, CLW, DOA, FOC, MDOA, OBL, OOW, OPT, multipal_impact FROM dwd_ai.apbo_eta_multiple_impact WHERE part_number = '5D11J74767' ORDER BY multipal_impact DESC, qty DESC, topmost_pn, part_number, region"
}
},
"aggregate_mode_examples": {
"example1": {
"user": "按 region 统计 multiple impact 数量",
"mode": "aggregate_mode",
"sql": "SELECT region, SUM(multipal_impact) AS multipal_impact, SUM(qty) AS qty FROM dwd_ai.apbo_eta_multiple_impact GROUP BY region ORDER BY multipal_impact DESC, qty DESC"
},
"example2": {
"user": "按 topmost_pn 汇总 ADW 和 DOA 数量",
"mode": "aggregate_mode",
"sql": "SELECT topmost_pn, SUM(ADW) AS ADW, SUM(DOA) AS DOA, SUM(multipal_impact) AS multipal_impact FROM dwd_ai.apbo_eta_multiple_impact GROUP BY topmost_pn ORDER BY multipal_impact DESC, ADW DESC, DOA DESC"
},
"example3": {
"user": "统计 ANZ 区域各 part number 的 qty",
"mode": "aggregate_mode",
"sql": "SELECT part_number, SUM(qty) AS qty FROM dwd_ai.apbo_eta_multiple_impact WHERE region = 'ANZ' GROUP BY part_number ORDER BY qty DESC"
}
},
"topn_examples": {
"example1": {
"user": "按 topmost_pn 查询 top 10 multiple impact",
"mode": "topn_mode",
"sql": "SELECT topmost_pn, SUM(multipal_impact) AS multipal_impact FROM dwd_ai.apbo_eta_multiple_impact GROUP BY topmost_pn ORDER BY multipal_impact DESC LIMIT 10"
},
"example2": {
"user": "by region top 5 qty",
"mode": "topn_mode",
"sql": "SELECT region, SUM(qty) AS qty FROM dwd_ai.apbo_eta_multiple_impact GROUP BY region ORDER BY qty DESC LIMIT 5"
}
},
"edge_cases": {
"example1": {
"user": "有多少个 region 有 OOW 影响",
"mode": "aggregate_mode",
"sql": "SELECT region, SUM(OOW) AS OOW FROM dwd_ai.apbo_eta_multiple_impact WHERE OOW > 0 GROUP BY region ORDER BY OOW DESC"
},
"example2": {
"user": "查看所有 warranty 字段的记录详情",
"mode": "detail_mode",
"sql": "SELECT topmost_pn, part_number, region, ADW, CLW, DOA, FOC, MDOA, OBL, OOW, OPT, qty, multipal_impact FROM dwd_ai.apbo_eta_multiple_impact ORDER BY multipal_impact DESC, qty DESC, topmost_pn, part_number, region"
}
}
}
}
config/sql_gen_prompts/apbo_eta_region_report.json
+263
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@@ -0,0 +1,263 @@
{
"meta": {
"domain": "亚太区物料库存与用量分析",
"keywords": ["库存", "用量", "物料分析", "亚太区", "国家用量", "历史使用量", "近期用量", "premier", "qty", "数量"],
"description": "此模型用于分析亚太地区各物料在不同区域、配送中心的国家用量统计。国家字段(AU, VN, JP等)是数值型用量字段，表示该物料在该国家的历史用量，不是国家代码。",
"data_source": "dwd_ai.apbo_eta_region_report"
},
"data_model_specification": {
"fields_list": [
"topmost_pn", "region", "commodity_code", "dc_plant", "premier", "qty",
"AU", "NZ", "LK", "VN", "JP", "HK", "SG", "TH", "PH", "IN", "BN", "NP", "BD", "KR", "ID", "FJ", "MY", "TW",
"etl_time"
],
"core_country_fields": {
"list": ["AU", "NZ", "LK", "VN", "JP", "HK", "SG", "TH", "PH", "IN", "BN", "NP", "BD", "KR", "ID", "FJ", "MY", "TW"],
"meaning": "各国家的总使用量计数，字段类型为BIGINT。这些字段表示该物料在该国家的历史用量值。",
"critical_notes": "这些字段是数值型用量字段，不是国家代码。例如：VN字段表示物料在越南的历史使用量数值，不是字符串'VN'。"
},
"mandatory_display_fields": {
"rule1": "默认查询所有字段（SELECT *）",
"rule2": "当用户明确指定某些字段时，只查询这些字段，并保持用户提到的顺序",
"rule3": "WHERE条件中使用的所有字段（除了国家字段的数值比较外），必须在SELECT子句中展示",
"rule4": "国家字段是数值型，直接展示数值，不需要特殊处理",
"rule5": "select的所有字段必须用``包裹，如select `IN`，防止与SQL关键字冲突",
"actual_fields_order": [
"topmost_pn", "region", "commodity_code", "dc_plant", "premier", "qty",
"AU", "NZ", "LK", "VN", "JP", "HK", "SG", "TH", "PH", "IN", "BN", "NP", "BD", "KR", "ID", "FJ", "MY", "TW",
"etl_time"
]
}
},
"business_logic_rules": {
"query_recognition_rules": {
"material_keywords": ["物料", "topmost_pn", "物料号", "零件号", "Part Number", "PN", "topmost"],
"region_keywords": ["region", "区域", "大区", "地区", "Region Code", "CAP", "ANZ", "JP"],
"commodity_keywords": ["commodity_code", "商品代码", "编码", "物料分类", "Commodity Code", "CC"],
"premier_keywords": ["premier", "优质", "优先", "Premier服务"],
"qty_keywords": ["qty", "数量", "总量", "计数", "count"]
},
"default_filters": {
"rule": "默认不添加任何WHERE条件，除非用户明确要求",
"examples": [
"不要添加WHERE region = 'CAP'（除非用户明确要求）",
"不要添加WHERE qty > 0（除非用户明确要求）"
]
},
"country_field_handling": {
"important_note": "国家字段(AU, VN, JP等)是数值型BIGINT，表示该物料在该国家的使用量计数",
"critical_warning": "绝对不要将这些字段作为字符串处理，不要使用单引号，不要使用LIKE操作符",
"correct_usage": {
"pattern": "国家用量大于{值} → {国家字段} > {value}",
"examples": [
"VN用量超过100 → VN > 100",
"有澳大利亚用量 → AU > 0",
"没有日本用量 → JP = 0"
]
},
"incorrect_usage": {
"pattern": "错误用法示例",
"examples": [
"WHERE VN = 'VN' (错误：VN是数值，不是字符串)",
"WHERE JP LIKE '%JP%' (错误：JP是数值，不支持LIKE)",
"WHERE AU IN ('AU', 'NZ') (错误：AU是数值，不是枚举)"
]
}
},
"sorting": {
"default": "ORDER BY qty DESC",
"alternatives": {
"by_premier": "ORDER BY premier DESC",
"by_country_usage": "ORDER BY {country_field} DESC (如 ORDER BY VN DESC)"
}
},
"limit_rule": {
"rule": "禁止使用LIMIT",
"exception": "除非用户明确要求Top N"
}
},
"field_mapping_reference": {
"critical_note": "此表包含亚太地区各物料的国家用量统计数据。国家字段(AU, VN, JP等)是数值型BIGINT，表示使用量计数，不是国家代码。",
"material_identifier_fields": {
"topmost_pn": {
"type": "string",
"desc": "顶级物料号，物料的唯一标识",
"example": "5CB1L57599",
"alias": ["物料号", "零件号", "Part Number", "PN", "topmost", "物料编码"]
},
"commodity_code": {
"type": "string",
"desc": "商品代码，物料分类标识",
"example": "LF",
"alias": ["商品编码", "物料分类", "Commodity Code", "CC", "编码", "商品类别"]
}
},
"geographic_dimension_fields": {
"region": {
"type": "string",
"desc": "区域划分：CAP(亚太区)、ANZ(澳新)、JP(日本)",
"example": "CAP",
"values": ["CAP", "ANZ", "JP"],
"alias": ["区域", "大区", "Region", "地区", "地理区域"]
},
"dc_plant": {
"type": "string",
"desc": "配送中心/工厂代码",
"example": "HKGDC",
"alias": ["工厂", "配送中心", "plant", "DC", "发货中心", "Distribution Center"]
}
},
"metrics_fields": {
"premier": {
"type": "bigint",
"desc": "Premier服务的订单数量",
"alias": ["优质服务", "优先服务", "Premier数量", "Premier订单"]
},
"qty": {
"type": "bigint",
"desc": "总数量/总计数",
"alias": ["数量", "总量", "计数", "count", "总数"]
}
},
"country_usage_fields": {
"important_note": "以下所有字段都是数值型(BIGINT)，表示该物料在该国家的历史使用量计数，不是国家代码。这些字段支持数值比较操作(>, <, >=, <=, =, !=)。",
"critical_warning": "绝对不要将这些字段作为字符串处理，不要使用单引号，不要使用LIKE操作符。",
"AU": {
"type": "bigint",
"desc": "澳大利亚的使用量计数",
"alias": ["澳大利亚", "澳洲", "AU用量", "Australia用量"]
},
"NZ": {
"type": "bigint",
"desc": "新西兰的使用量计数",
"alias": ["新西兰", "NZ用量", "New Zealand用量"]
},
"LK": {
"type": "bigint",
"desc": "斯里兰卡的使用量计数",
"alias": ["斯里兰卡", "LK用量", "Sri Lanka用量"]
},
"VN": {
"type": "bigint",
"desc": "越南的使用量计数",
"alias": ["越南", "VN用量", "Vietnam用量"]
},
"JP": {
"type": "bigint",
"desc": "日本的使用量计数",
"alias": ["日本", "JP用量", "Japan用量"]
},
"HK": {
"type": "bigint",
"desc": "香港的使用量计数",
"alias": ["香港", "HK用量", "Hong Kong用量"]
},
"SG": {
"type": "bigint",
"desc": "新加坡的使用量计数",
"alias": ["新加坡", "SG用量", "Singapore用量"]
},
"TH": {
"type": "bigint",
"desc": "泰国的使用量计数",
"alias": ["泰国", "TH用量", "Thailand用量"]
},
"PH": {
"type": "bigint",
"desc": "菲律宾的使用量计数",
"alias": ["菲律宾", "PH用量", "Philippines用量"]
},
"IN": {
"type": "bigint",
"desc": "印度的使用量计数",
"alias": ["印度", "IN用量", "India用量"]
},
"BN": {
"type": "bigint",
"desc": "文莱的使用量计数",
"alias": ["文莱", "BN用量", "Brunei用量"]
},
"NP": {
"type": "bigint",
"desc": "尼泊尔的使用量计数",
"alias": ["尼泊尔", "NP用量", "Nepal用量"]
},
"BD": {
"type": "bigint",
"desc": "孟加拉国的使用量计数",
"alias": ["孟加拉国", "BD用量", "Bangladesh用量"]
},
"KR": {
"type": "bigint",
"desc": "韩国的使用量计数",
"alias": ["韩国", "KR用量", "Korea用量"]
},
"ID": {
"type": "bigint",
"desc": "印度尼西亚的使用量计数",
"alias": ["印度尼西亚", "印尼", "ID用量", "Indonesia用量"]
},
"FJ": {
"type": "bigint",
"desc": "斐济的使用量计数",
"alias": ["斐济", "FJ用量", "Fiji用量"]
},
"MY": {
"type": "bigint",
"desc": "马来西亚的使用量计数",
"alias": ["马来西亚", "MY用量", "Malaysia用量"]
},
"TW": {
"type": "bigint",
"desc": "台湾的使用量计数",
"alias": ["台湾", "TW用量", "Taiwan用量"]
}
},
"system_field": {
"etl_time": {
"type": "timestamp",
"desc": "ETL更新时间",
"alias": ["更新时间", "ETL时间", "数据更新时间"]
}
}
},
"query_examples": {
"simple_query": {
"user": "region为CAP的物料",
"sql": "SELECT * FROM dwd_ai.apbo_eta_region_report WHERE region = 'CAP' ORDER BY qty DESC",
"field_selection_reason": "用户没有指定字段，默认查询所有字段。WHERE条件包含region过滤。"
},
"country_usage_query": {
"user": "VN用量超过100的物料",
"sql": "SELECT * FROM dwd_ai.apbo_eta_region_report WHERE VN > 100 ORDER BY qty DESC",
"field_selection_reason": "用户没有指定字段，默认查询所有字段。WHERE条件包含VN数值过滤。"
},
"premier_query": {
"user": "有Premier服务的物料",
"sql": "SELECT * FROM dwd_ai.apbo_eta_region_report WHERE premier > 0 ORDER BY premier DESC",
"field_selection_reason": "用户没有指定字段，默认查询所有字段。WHERE条件包含premier数值过滤。"
},
"multi_country_query": {
"user": "有VN和AU用量的物料",
"sql": "SELECT topmost_pn, VN, AU FROM dwd_ai.apbo_eta_region_report WHERE VN > 0 AND AU > 0 ORDER BY qty DESC",
"field_selection_reason": "用户指定了topmost_pn、VN、AU字段，只查询这些字段。WHERE条件包含VN和AU数值过滤。"
},
"zero_usage_query": {
"user": "没有VN用量的物料",
"sql": "SELECT * FROM dwd_ai.apbo_eta_region_report WHERE VN = 0 ORDER BY qty DESC",
"field_selection_reason": "用户明确要求'没有VN用量的'，所以添加VN = 0条件。默认查询所有字段。"
}
}
}
config/sql_gen_prompts/apbo_eta_usage_ib_report.json
+170
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{
"meta": {
"domain": "亚太区物料用量与库存(按国家)分析",
"keywords": ["库存", "用量", "物料分析", "亚太区", "国家", "IB", "库存数量", "usage", "ship_to_country"],
"description": "此模型用于分析亚太地区各物料在不同区域、配送中心及目的地国家的库存与用量信息。表已在SQL层完成聚合与关联，包含国家维度(ship_to_country)及分组用量/库存字段。",
"data_source": "dwd_ai.apbo_eta_usage_ib_report"
},
"data_model_specification": {
"fields_list": [
"topmost_pn", "region", "commodity_code", "dc_plant", "ship_to_country",
"location_name", "usage_qty_8_week_by_group", "usage_qty_52_week_by_group",
"total_history_usage_by_group", "group_current_ib"
],
"mandatory_display_fields": {
"required_fields": "topmost_pn, region, commodity_code, dc_plant, ship_to_country, location_name",
"rule1": "默认查询所有字段（SELECT *）",
"rule2": "当用户明确指定某些字段时，只查询这些字段，但必须始终包含required_fields，并保持用户提到的顺序",
"rule3": "WHERE条件中使用的所有字段，必须在SELECT子句中展示",
"rule4": "select的所有字段必须用``包裹，避免关键字冲突"
}
},
"business_logic_rules": {
"query_recognition_rules": {
"material_keywords": ["物料", "topmost_pn", "物料号", "零件号", "Part Number", "PN"],
"region_keywords": ["region", "区域", "大区", "地区", "Region Code", "CAP", "EMEA", "AMER"],
"commodity_keywords": ["commodity_code", "商品代码", "编码", "物料分类", "Commodity Code", "CC"],
"inventory_keywords": ["库存", "ib", "库存数量", "库存量", "Inventory Balance"],
"usage_keywords": ["用量", "使用量", "历史用量", "近期用量", "usage", "使用数量"],
"location_keywords": ["dc_plant", "plant", "配送中心", "工厂", "location", "地点"],
"country_keywords": ["country", "国家", "ship_to_country", "收货国", "目的地国家"]
},
"field_selection_logic": {
"priority_order": [
{
"level": 1,
"name": "用户明确指定的字段",
"rule": "精确添加用户提到的字段，按用户问题中出现的顺序排列；无论用户是否提及，都必须包含required_fields"
},
{
"level": 2,
"name": "默认字段选择",
"rule": "如果用户没有明确指定字段，默认查询所有字段（SELECT *）"
}
],
"where_condition_fields_must_in_select": {
"rule": "WHERE条件中使用的所有字段必须在SELECT子句中展示",
"purpose": "确保查询结果的完整性，用户能看到过滤依据"
}
},
"where_condition_generation": {
"strict_rule": "只生成用户明确要求的过滤条件，不添加任何默认或假设的条件",
"condition_types": {
"exact_match": {
"pattern": "{字段}为{值}",
"sql": "{field} = '{value}'"
},
"range_filter": {
"pattern": ["大于{值}", "超过{值}", "少于{值}", "小于{值}", "不低于{值}", "不超过{值}"],
"sql_mapping": {
"大于{值}": "{field} > {value}",
"超过{值}": "{field} >= {value}",
"少于{值}": "{field} < {value}",
"小于{值}": "{field} < {value}",
"不低于{值}": "{field} >= {value}",
"不超过{值}": "{field} <= {value}"
}
},
"multiple_conditions": {
"pattern": ["且", "并且", "和", "同时", ","],
"sql": "AND"
}
},
"no_default_conditions": {
"rule": "绝对不添加任何用户没有明确要求的WHERE条件"
}
},
"default_behavior": {
"sorting": "默认按group_current_ib(库存数量)降序排列：ORDER BY group_current_ib DESC",
"limit": "禁止使用limit",
"select_all": "默认查询所有字段：SELECT *",
"field_order": "required_fields始终置前，其次按用户提到的顺序排列字段"
}
},
"field_mapping_reference": {
"critical_note": "此表为按国家维度的用量与库存报表，ship_to_country为国家代码维度字段，不是数值字段。用量与库存字段为数值型，支持比较运算。",
"dimension_fields": {
"topmost_pn": {
"type": "string",
"desc": "顶级物料号，物料唯一标识",
"alias": ["物料号", "零件号", "Part Number", "PN", "topmost"]
},
"region": {
"type": "string",
"desc": "区域划分",
"alias": ["区域", "大区", "Region", "地区"]
},
"commodity_code": {
"type": "string",
"desc": "商品代码",
"alias": ["商品编码", "物料分类", "Commodity Code", "CC"]
},
"dc_plant": {
"type": "string",
"desc": "配送中心/工厂代码",
"alias": ["工厂", "配送中心", "plant", "DC"]
},
"ship_to_country": {
"type": "string",
"desc": "目的地国家代码",
"alias": ["country", "国家", "收货国", "目的地国家"]
},
"location_name": {
"type": "string",
"desc": "地点名称",
"alias": ["地点名称", "location", "地点"]
}
},
"metric_fields": {
"usage_qty_8_week_by_group": {
"type": "bigint",
"desc": "近8周用量"
},
"usage_qty_52_week_by_group": {
"type": "bigint",
"desc": "近52周用量"
},
"total_history_usage_by_group": {
"type": "bigint",
"desc": "历史总用量"
},
"group_current_ib": {
"type": "bigint",
"desc": "当前库存数量"
}
},
"time_fields": {}
},
"examples": {
"simple_query_all_fields": {
"user": "region为CAP的数据",
"sql": "SELECT * FROM dwd_ai.apbo_eta_usage_ib_report WHERE region = 'CAP' ORDER BY group_current_ib DESC",
"field_selection_reason": "用户没有指定字段，默认查询所有字段。"
},
"query_by_country": {
"user": "country为VN的用量和库存",
"sql": "SELECT `ship_to_country`, `usage_qty_8_week_by_group`, `usage_qty_52_week_by_group`, `total_history_usage_by_group`, `group_current_ib` FROM dwd_ai.apbo_eta_usage_ib_report WHERE ship_to_country = 'VN' ORDER BY group_current_ib DESC",
"field_selection_reason": "用户指定国家维度与用量/库存字段，按用户顺序输出"
},
"query_specific_fields": {
"user": "查看物料号、库存和近8周用量",
"sql": "SELECT `topmost_pn`, `group_current_ib`, `usage_qty_8_week_by_group` FROM dwd_ai.apbo_eta_usage_ib_report ORDER BY group_current_ib DESC",
"field_selection_reason": "用户明确指定字段，仅输出这些字段"
},
"query_usage_and_ib_with_required_fields": {
"user": "查看usage和ib",
"sql": "SELECT `topmost_pn`, `region`, `commodity_code`, `dc_plant`, `ship_to_country`, `location_name`, `usage_qty_8_week_by_group`, `usage_qty_52_week_by_group`, `total_history_usage_by_group`, `group_current_ib` FROM dwd_ai.apbo_eta_usage_ib_report ORDER BY group_current_ib DESC",
"field_selection_reason": "用户仅提到usage和ib，但必须始终包含required_fields"
},
"query_with_multiple_conditions": {
"user": "region为CAP且commodity_code为LF，库存大于500",
"sql": "SELECT * FROM dwd_ai.apbo_eta_usage_ib_report WHERE region = 'CAP' AND commodity_code = 'LF' AND group_current_ib > 500 ORDER BY group_current_ib DESC",
"field_selection_reason": "用户没有指定字段，默认查询所有字段，包含多条件过滤"
},
"query_with_etl_time": {
"user": "查看CAP库存",
"sql": "SELECT `region`, `group_current_ib` FROM dwd_ai.apbo_eta_usage_ib_report WHERE region = 'CAP' ORDER BY group_current_ib DESC",
"field_selection_reason": "不展示系统时间字段，仅展示业务字段"
}
}
}
config/sql_gen_prompts/apbo_region_usage_ib_report.json
-431
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@@ -1,431 +0,0 @@
{
"meta": {
"domain": "亚太区物料库存与用量分析",
"keywords": ["库存", "用量", "物料分析", "亚太区", "国家用量", "历史使用量", "近期用量", "IB", "库存数量"],
"description": "此模型用于分析亚太地区各物料在不同区域,配送中心及目的地国家的库存情况,近期用量及历史使用量。特别注意：国家字段(AU, VN, JP等)是数值型用量字段，表示该物料在该国家的历史用量，不是国家代码。",
"data_source": "dwd_ai.apbo_region_usage_ib_report"
},
"data_model_specification": {
"fields_list": ["topmost_pn", "region", "commodity_code", "dc_plant", "country_total_cnt", "AU", "NZ", "LK", "VN", "JP", "HK", "SG", "TH", "PH", "IN", "BN", "NP", "BD", "KR", "ID", "FJ", "MY", "TW", "location_name", "ib", "usage_qty_8_week", "usage_qty_52_week", "total_history_usage"],
"core_country_fields": {
"list": ["AU", "NZ", "LK", "VN", "JP", "HK", "SG", "TH", "PH", "IN", "BN", "NP", "BD", "KR", "ID", "FJ", "MY", "TW"],
"meaning": "各国家过去某几周的总使用量,字段类型为BIGINT.这些字段表示该物料在该国家的历史用量值.",
"critical_notes": "这些字段是数值型用量字段，不是国家代码。例如：VN字段表示物料在越南的历史使用量数值，不是字符串'VN'。"
},
"mandatory_display_fields": {
"rule1": "默认查询所有字段（SELECT *）",
"rule2": "当用户明确指定某些字段时，只查询这些字段，并保持用户提到的顺序",
"rule3": "WHERE条件中使用的所有字段（除了国家字段的数值比较外），必须在SELECT子句中展示",
"rule4": "国家字段是数值型，直接展示数值，不需要特殊处理",
"rule5": "select的所有字段必须用``包裹，如select `IN`，防止与SQL关键字冲突",
"actual_fields_order": ["topmost_pn", "region", "commodity_code", "dc_plant", "country_total_cnt", "AU", "NZ", "LK", "VN", "JP", "HK", "SG", "TH", "PH", "IN", "BN", "NP", "BD", "KR", "ID", "FJ", "MY", "TW", "location_name", "ib", "usage_qty_8_week", "usage_qty_52_week", "total_history_usage"]
}
},
"business_logic_rules": {
"query_recognition_rules": {
"material_keywords": ["物料", "topmost_pn", "物料号", "零件号", "Part Number", "PN"],
"region_keywords": ["region", "区域", "大区", "地区", "Region Code", "CAP", "EMEA", "AMER"],
"commodity_keywords": ["commodity_code", "商品代码", "编码", "物料分类", "Commodity Code", "CC"],
"inventory_keywords": ["库存", "ib", "库存数量", "库存量", "Inventory Balance"],
"usage_keywords": ["用量", "使用量", "历史用量", "近期用量", "usage", "使用数量"],
"location_keywords": ["dc_plant", "plant", "配送中心", "工厂", "location", "地点"],
"country_usage_keywords": ["国家用量", "国家使用量", "country usage", "国家用量分析"],
"specific_country_keywords": {
"AU": ["澳大利亚", "澳洲", "AU", "Australia"],
"VN": ["越南", "VN", "Vietnam"],
"JP": ["日本", "JP", "Japan"],
"HK": ["香港", "HK", "Hong Kong"],
"SG": ["新加坡", "SG", "Singapore"],
"TH": ["泰国", "TH", "Thailand"],
"IN": ["印度", "IN", "India"],
"KR": ["韩国", "KR", "Korea"],
"ID": ["印度尼西亚", "印尼", "ID", "Indonesia"],
"MY": ["马来西亚", "MY", "Malaysia"],
"TW": ["台湾", "TW", "Taiwan"],
"NZ": ["新西兰", "NZ", "New Zealand"],
"PH": ["菲律宾", "PH", "Philippines"]
}
},
"country_field_interpretation": {
"fundamental_rule": "国家字段(AU, VN, JP等)是数值型用量字段(BIGINT)，表示该物料在该国家的历史用量，不是国家代码",
"correct_usage": {
"in_select": "直接展示数值，如：SELECT AU, VN, JP",
"in_where": "不需要添加任何默认过滤条件，除非用户明确要求",
"as_numeric": "作为数值字段处理，支持比较运算符：>, <, >=, <=, ="
},
"incorrect_usage": [
"WHERE VN = 'VN' (错误：VN是数值字段，不是字符串)",
"WHERE VN LIKE '%VN%' (错误：VN是数值字段，不支持LIKE)",
"WHERE VN IN ('VN', 'AU') (错误：VN是数值字段，不是枚举值)"
],
"user_intent_interpretation": {
"当用户说'country为VN'": "用户只是提到VN字段，但不一定要求VN>0，不需要添加过滤条件",
"当用户说'VN国家'": "用户指的是VN字段，按字段处理",
"当用户说'有VN用量的物料'": "需要添加WHERE VN > 0",
"当用户说'VN用量超过100'": "需要添加WHERE VN >= 100",
"当用户说'VN用量为0'": "需要添加WHERE VN = 0",
"当用户说'没有VN用量的'": "需要添加WHERE VN = 0"
}
},
"field_selection_logic": {
"priority_order": [
{
"level": 1,
"name": "用户明确指定的字段",
"rule": "精确添加用户提到的字段，按用户问题中出现的顺序排列，不添加未提及的字段"
},
{
"level": 2,
"name": "默认字段选择",
"rule": "如果用户没有明确指定字段，默认查询所有字段（SELECT *）"
}
],
"where_condition_fields_must_in_select": {
"rule": "WHERE条件中使用的所有字段（除了国家字段的数值比较外），必须在SELECT子句中展示",
"purpose": "确保查询结果的完整性，用户能看到过滤依据",
"examples": [
"用户说'region为CAP的数据' → SELECT * ... WHERE region = 'CAP'",
"用户说'ib大于500的物料号' → SELECT topmost_pn, ib ... WHERE ib > 500",
"用户说'region为CAP且commodity_code为LF的物料号' → SELECT topmost_pn, region, commodity_code ... WHERE region = 'CAP' AND commodity_code = 'LF'"
]
}
},
"where_condition_generation": {
"strict_rule": "只生成用户明确要求的过滤条件，不添加任何默认或假设的条件",
"condition_types": {
"exact_match": {
"pattern": "{字段}为{值}",
"sql": "{field} = '{value}'",
"examples": ["region为CAP → region = 'CAP'", "commodity_code为LF → commodity_code = 'LF'", "dc_plant为HKGDC → dc_plant = 'HKGDC'"]
},
"country_field_handling": {
"important_note": "当用户提到'country为VN'时，不需要在WHERE中添加VN > 0，除非用户明确要求过滤用量",
"correct_interpretation": "用户只是提到VN字段，但没有要求过滤VN的值",
"only_add_filter_when": [
"用户明确说'有VN用量的' → WHERE VN > 0",
"用户明确说'VN用量大于0的' → WHERE VN > 0",
"用户明确说'VN超过100的' → WHERE VN >= 100",
"用户明确说'VN用量为0的' → WHERE VN = 0",
"用户明确说'没有VN用量的' → WHERE VN = 0"
],
"incorrect_interpretation": [
"用户说'country为VN' → 错误：添加WHERE VN > 0",
"用户说'VN国家' → 错误：添加WHERE VN > 0",
"用户说'查看VN' → 错误：添加WHERE VN > 0"
]
},
"range_filter": {
"pattern": ["大于{值}", "超过{值}", "少于{值}", "小于{值}", "不低于{值}", "不超过{值}"],
"sql_mapping": {
"大于{值}": "{field} > {value}",
"超过{值}": "{field} >= {value}",
"少于{值}": "{field} < {value}",
"小于{值}": "{field} < {value}",
"不低于{值}": "{field} >= {value}",
"不超过{值}": "{field} <= {value}"
},
"examples": [
"库存大于500 → ib > 500",
"VN用量超过100 → VN >= 100",
"近期用量少于50 → usage_qty_8_week < 50"
]
},
"multiple_conditions": {
"pattern": ["且", "并且", "和", "同时", ","],
"sql": "AND",
"examples": [
"region为CAP且commodity_code为LF → region = 'CAP' AND commodity_code = 'LF'",
"库存大于500且有VN用量 → ib > 500 AND VN > 0"
]
}
},
"no_default_conditions": {
"rule": "绝对不添加任何用户没有明确要求的WHERE条件",
"examples_of_what_not_to_add": [
"不要添加WHERE region = 'CAP'（除非用户明确要求）",
"不要添加WHERE ib > 0（除非用户明确要求）",
"不要添加WHERE commodity_code IS NOT NULL（除非用户明确要求）",
"不要添加任何假设性的过滤条件"
]
}
},
"default_behavior": {
"sorting": "默认按ib(库存数量)降序排列：ORDER BY ib DESC",
"limit": "禁止使用limit",
"select_all": "默认查询所有字段：SELECT *",
"field_order": "当用户指定字段时，按用户提到的顺序排列字段",
"date_handling": "本表无日期字段，不需要日期转换"
}
},
"field_mapping_reference": {
"critical_note": "此表包含亚太地区各物料的库存、近期用量及历史使用量的详细数据。特别注意：国家字段(AU, VN, JP等)是数值型用量字段，表示该物料在该国家的历史用量，不是国家代码。这些字段是BIGINT类型，支持数值比较操作。",
"material_identifier_fields": {
"topmost_pn": {
"type": "string",
"desc": "顶级物料号，物料的唯一标识",
"example": "5CB1L57599",
"query_pattern": "物料为{值} → topmost_pn = '{value}'",
"alias": ["物料号", "零件号", "Part Number", "PN", "topmost", "物料编码"]
},
"commodity_code": {
"type": "string",
"desc": "商品代码，物料分类标识",
"example": "LF",
"query_pattern": "commodity_code为{值} → commodity_code = '{value}'",
"alias": ["商品编码", "物料分类", "Commodity Code", "CC", "编码", "商品类别"]
}
},
"geographic_dimension_fields": {
"region": {
"type": "string",
"desc": "区域划分，如CAP（亚太区）、EMEA（欧洲中东非洲）等",
"example": "CAP",
"values": ["CAP", "EMEA", "AMER"],
"query_pattern": "region为{值} → region = '{value}'",
"alias": ["区域", "大区", "Region", "地区", "地理区域"]
},
"dc_plant": {
"type": "string",
"desc": "配送中心/工厂代码",
"example": "HKGDC",
"query_pattern": "dc_plant为{值} → dc_plant = '{value}'",
"alias": ["工厂", "配送中心", "plant", "DC", "发货中心", "Distribution Center"]
},
"location_name": {
"type": "string",
"desc": "地点名称",
"example": "Hong Kong Distribution Center",
"alias": ["地点名称", "位置名称", "location", "地点", "场所名称"]
}
},
"country_usage_fields_section": {
"important_note": "以下所有字段都是数值型(BIGINT)，表示该物料在该国家的历史使用量，不是国家代码。这些字段支持数值比较操作(>, <, >=, <=, =, !=)。",
"critical_warning": "绝对不要将这些字段作为字符串处理，不要使用单引号，不要使用LIKE操作符。",
"country_total_cnt": {
"type": "bigint",
"desc": "所有国家的总使用量计数",
"calculation_note": "可能是各国家字段的汇总或其他计算逻辑",
"alias": ["国家总计数", "总使用量", "country total", "总计"]
},
"country_usage_fields": {
"AU": {
"type": "bigint",
"desc": "澳大利亚的历史使用量",
"alias": ["澳大利亚", "澳洲", "AU用量", "Australia用量"]
},
"NZ": {
"type": "bigint",
"desc": "新西兰的历史使用量",
"alias": ["新西兰", "NZ用量", "New Zealand用量"]
},
"LK": {
"type": "bigint",
"desc": "斯里兰卡的历史使用量",
"alias": ["斯里兰卡", "LK用量", "Sri Lanka用量"]
},
"VN": {
"type": "bigint",
"desc": "越南的历史使用量",
"alias": ["越南", "VN用量", "Vietnam用量"]
},
"JP": {
"type": "bigint",
"desc": "日本的历史使用量",
"alias": ["日本", "JP用量", "Japan用量"]
},
"HK": {
"type": "bigint",
"desc": "香港的历史使用量",
"alias": ["香港", "HK用量", "Hong Kong用量"]
},
"SG": {
"type": "bigint",
"desc": "新加坡的历史使用量",
"alias": ["新加坡", "SG用量", "Singapore用量"]
},
"TH": {
"type": "bigint",
"desc": "泰国的历史使用量",
"alias": ["泰国", "TH用量", "Thailand用量"]
},
"PH": {
"type": "bigint",
"desc": "菲律宾的历史使用量",
"alias": ["菲律宾", "PH用量", "Philippines用量"]
},
"IN": {
"type": "bigint",
"desc": "印度的历史使用量",
"alias": ["印度", "IN用量", "India用量"]
},
"BN": {
"type": "bigint",
"desc": "文莱的历史使用量",
"alias": ["文莱", "BN用量", "Brunei用量"]
},
"NP": {
"type": "bigint",
"desc": "尼泊尔的历史使用量",
"alias": ["尼泊尔", "NP用量", "Nepal用量"]
},
"BD": {
"type": "bigint",
"desc": "孟加拉国的历史使用量",
"alias": ["孟加拉国", "BD用量", "Bangladesh用量"]
},
"KR": {
"type": "bigint",
"desc": "韩国的历史使用量",
"alias": ["韩国", "KR用量", "Korea用量"]
},
"ID": {
"type": "bigint",
"desc": "印度尼西亚的历史使用量",
"alias": ["印度尼西亚", "印尼", "ID用量", "Indonesia用量"]
},
"FJ": {
"type": "bigint",
"desc": "斐济的历史使用量",
"alias": ["斐济", "FJ用量", "Fiji用量"]
},
"MY": {
"type": "bigint",
"desc": "马来西亚的历史使用量",
"alias": ["马来西亚", "MY用量", "Malaysia用量"]
},
"TW": {
"type": "bigint",
"desc": "台湾的历史使用量",
"alias": ["台湾", "TW用量", "Taiwan用量"]
}
},
"query_examples": {
"correct": [
"WHERE VN > 0 (查询有越南用量的物料)",
"WHERE JP >= 100 (查询日本用量超过100的物料)",
"WHERE AU = 0 (查询没有澳大利亚用量的物料)",
"WHERE SG < 50 (查询新加坡用量少于50的物料)"
],
"incorrect": [
"WHERE VN = 'VN' (错误：VN是数值，不是字符串)",
"WHERE JP LIKE '%JP%' (错误：JP是数值，不支持LIKE)",
"WHERE AU IN ('AU', 'VN') (错误：AU是数值，不是枚举)"
]
}
},
"inventory_metrics": {
"ib": {
"type": "bigint",
"desc": "库存数量(Inventory Balance)",
"query_pattern": "库存超过{值} → ib > {value}, 库存大于{值} → ib > {value}, 库存少于{值} → ib < {value}",
"alias": ["库存", "库存量", "库存数量", "Inventory", "库存余额", "IB"]
}
},
"usage_time_series_fields": {
"usage_qty_8_week": {
"type": "bigint",
"desc": "近8周的使用量",
"alias": ["近8周用量", "近期用量", "短期用量", "8周用量", "近期使用量"]
},
"usage_qty_52_week": {
"type": "bigint",
"desc": "近52周的使用量",
"alias": ["近52周用量", "年度用量", "长期用量", "52周用量", "年度使用量"]
},
"total_history_usage": {
"type": "bigint",
"desc": "历史总使用量",
"alias": ["历史总用量", "总使用量", "累计用量", "历史累计", "total usage"]
}
}
},
"examples": {
"简单查询-全部字段": {
"user": "region为CAP的数据",
"sql": "SELECT * FROM dwd_ai.apbo_region_usage_ib_report WHERE region = 'CAP' ORDER BY ib DESC",
"field_selection_reason": "用户没有指定字段，默认查询所有字段。WHERE条件中使用了region字段。"
},
"简单查询-基础过滤": {
"user": "region为CAP，commodity_code为LF的数据",
"sql": "SELECT * FROM dwd_ai.apbo_region_usage_ib_report WHERE region = 'CAP' AND commodity_code = 'LF' ORDER BY ib DESC",
"field_selection_reason": "用户没有指定字段，默认查询所有字段。WHERE条件中使用了region和commodity_code字段。"
},
"简单查询-带国家字段但不过滤": {
"user": "region为CAP，commodity_code为LF的，country为VN的数据",
"sql": "SELECT * FROM dwd_ai.apbo_region_usage_ib_report WHERE region = 'CAP' AND commodity_code = 'LF' ORDER BY ib DESC",
"field_selection_reason": "用户提到'country为VN'但没有要求过滤VN用量，所以不添加VN > 0条件。默认查询所有字段。"
},
"简单查询-带国家用量过滤": {
"user": "region为CAP，commodity_code为LF的，有VN用量的数据",
"sql": "SELECT * FROM dwd_ai.apbo_region_usage_ib_report WHERE region = 'CAP' AND commodity_code = 'LF' AND VN > 0 ORDER BY ib DESC",
"field_selection_reason": "用户明确要求'有VN用量的'，所以添加VN > 0条件。默认查询所有字段。"
},
"简单查询-指定字段": {
"user": "查看物料号和库存数量",
"sql": "SELECT topmost_pn, ib FROM dwd_ai.apbo_region_usage_ib_report ORDER BY ib DESC",
"field_selection_reason": "用户明确指定了topmost_pn和ib字段，只查询这两个字段，按用户提到的顺序排列。"
},
"简单查询-多条件组合": {
"user": "region为CAP，commodity_code为LF，库存大于500，有VN用量的数据",
"sql": "SELECT * FROM dwd_ai.apbo_region_usage_ib_report WHERE region = 'CAP' AND commodity_code = 'LF' AND ib > 500 AND VN > 0 ORDER BY ib DESC",
"field_selection_reason": "用户没有指定字段，默认查询所有字段。WHERE条件包含region、commodity_code、ib和VN字段的过滤。"
},
"指定字段且包含WHERE字段": {
"user": "region为CAP的物料号和库存",
"sql": "SELECT topmost_pn, ib, region FROM dwd_ai.apbo_region_usage_ib_report WHERE region = 'CAP' ORDER BY ib DESC",
"field_selection_reason": "用户指定了topmost_pn和ib字段，但WHERE条件中使用了region字段，所以必须包含region字段在SELECT中。"
},
"国家用量范围查询": {
"user": "VN用量超过100且库存大于200的物料",
"sql": "SELECT * FROM dwd_ai.apbo_region_usage_ib_report WHERE VN >= 100 AND ib > 200 ORDER BY ib DESC",
"field_selection_reason": "用户没有指定字段，默认查询所有字段。WHERE条件包含VN和ib字段的数值范围过滤。"
},
"多国家用量查询": {
"user": "有VN用量且有AU用量的物料号",
"sql": "SELECT topmost_pn, VN, AU FROM dwd_ai.apbo_region_usage_ib_report WHERE VN > 0 AND AU > 0 ORDER BY ib DESC",
"field_selection_reason": "用户指定了topmost_pn字段，并提到了VN和AU用量，所以包含这些字段。WHERE条件包含VN>0和AU>0。"
},
"混合条件复杂查询": {
"user": "region为CAP，commodity_code为LF，库存大于500，有VN用量且超过50，近期用量少于100的物料信息",
"sql": "SELECT * FROM dwd_ai.apbo_region_usage_ib_report WHERE region = 'CAP' AND commodity_code = 'LF' AND ib > 500 AND VN > 50 AND usage_qty_8_week < 100 ORDER BY ib DESC",
"field_selection_reason": "用户没有指定字段，默认查询所有字段。WHERE条件包含多个字段的复杂过滤。"
},
"国家用量为零查询": {
"user": "没有VN用量的物料",
"sql": "SELECT * FROM dwd_ai.apbo_region_usage_ib_report WHERE VN = 0 ORDER BY ib DESC",
"field_selection_reason": "用户明确要求'没有VN用量的'，所以添加VN = 0条件。默认查询所有字段。"
},
"仅查看特定国家用量": {
"user": "查看VN和JP的用量",
"sql": "SELECT VN, JP FROM dwd_ai.apbo_region_usage_ib_report ORDER BY ib DESC",
"field_selection_reason": "用户明确指定了VN和JP字段，只查询这两个字段。没有WHERE条件。"
}
}
}
config/sql_gen_prompts/apbo_tp_multiple_impact.json
-182
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@@ -1,182 +0,0 @@
{
"meta": {
"domain": "TP物料多重影响分析",
"keywords": ["multiple impact", "tp物料", "物料影响", "pal_2h", "达标状态", "不达标状态", "物料分析", "TP分析", "影响分析"],
"description": "此模型用于分析TP物料基于pal_2h状态的详细记录和统计信息。pal_2h='N'表示不达标，pal_2h='Y'表示达标。支持明细查询和统计分析两种模式，根据不同查询意图自动切换模式。",
"data_source": "dwd_ai.apbo_tp_multiple_impact"
},
"data_model_specification": {
"fields_list": ["topmost_pn", "service_order_id", "soid", "pal_2h"],
"mandatory_display_fields": {
"rule1": "所有核心字段必须出现在SELECT子句中，除非用户明确指定排除。",
"rule2": "pal_2h字段在两种模式下都必须显示",
"rule3": "SELECT子句中字段顺序建议为：pal_2h, topmost_pn, service_order_id, soid",
"action": "detail_mode下显示所有字段，statistical_mode下显示分组字段和统计结果"
},
"optional_fields": {
"key_fields": ["topmost_pn", "service_order_id", "soid"],
"status_fields": ["pal_2h"],
"grouping_fields": ["topmost_pn", "pal_2h"]
}
},
"business_logic_rules": {
"query_recognition_rules": {
"detail_mode_keywords": ["有哪些", "查看", "列出", "显示", "查询", "搜索", "找出", "记录", "明细", "详情", "具体"],
"statistical_mode_keywords": ["统计", "汇总", "总数", "有多少", "数量", "count", "条数", "计数", "分组", "分布", "占比", "比例"],
"tp_material_keywords": ["tp", "物料", "topmost_pn", "零件", "零件号", "物料号", "TP物料"],
"order_keywords": ["订单", "so", "service_order_id", "SOID", "soid"],
"status_keywords": ["状态", "pal_2h", "达标", "不达标", "Y", "N", "status"]
},
"default_behavior": {
"detail_mode": {
"sorting": "默认按topmost_pn, service_order_id排序",
"pal_2h_display": "pal_2h字段必须显示在SELECT结果中",
"pal_2h_filter": "用户未指定状态条件时，禁止使用pal_2h过滤"
},
"statistical_mode": {
"sorting": "COUNT(*) DESC",
"limit": "禁止使用limit",
"pal_2h_filter": "用户未指定状态条件时，禁止使用pal_2h过滤"
},
"alias_handling": "将用户提到的别名转换为完整字段名后再生成SQL"
}
},
"field_mapping_reference": {
"critical_note": "注意区分detail_mode（明细查询）和statistical_mode（统计分析）两种模式，根据用户query中的关键词自动判断模式。detail_mode禁止使用聚合函数，statistical_mode必须使用聚合函数。",
"key_identifiers": {
"topmost_pn": {
"type": "varchar",
"desc": "TP物料编号",
"example": "02HK965",
"required": true,
"alias": ["tp", "物料", "物料号", "零件号", "TP物料", "零件编号", "物料编码"]
},
"service_order_id": {
"type": "varchar",
"desc": "服务订单ID",
"example": "4020438779",
"required": true,
"alias": ["so", "订单", "订单号", "service_order", "订单ID", "SO", "服务订单"]
},
"soid": {
"type": "varchar",
"desc": "SOID（服务订单明细ID）",
"example": "402043877920",
"required": true,
"alias": ["SOID", "子单号", "明细ID", "订单明细", "服务订单明细"]
}
},
"status_fields": {
"pal_2h": {
"type": "varchar(1)",
"desc": "状态字段：'Y'表示达标，'N'表示不达标",
"values": {
"Y": "达标",
"N": "不达标",
"NULL": "无状态"
},
"business_rule": "用户未指定状态条件时，默认查询不达标记录（pal_2h = 'N'）",
"alias": ["状态", "达标状态", "不达标状态", "pal_2h状态", "status", "达标标识"]
}
},
"condition_mapping": {
"达标": "pal_2h = 'Y'",
"不达标": "pal_2h = 'N'",
"无状态": "pal_2h IS NULL",
"所有状态": "pal_2h IN ('Y', 'N')",
"有状态的": "pal_2h IN ('Y', 'N')",
"状态完整": "pal_2h IN ('Y', 'N')"
}
},
"examples": {
"detail_mode_examples": {
"example1": {
"user": "tp为02HK965的multiple impact有哪些",
"mode": "detail_mode",
"reason": "包含'有哪些'关键词，表示查看具体记录；未指定状态，默认查不达标",
"sql": "SELECT pal_2h, topmost_pn, service_order_id, soid FROM dwd_ai.apbo_tp_multiple_impact WHERE topmost_pn = '02HK965' ORDER BY topmost_pn, service_order_id"
},
"example2": {
"user": "查看达标的记录",
"mode": "detail_mode",
"reason": "包含'查看'关键词，表示查看具体记录；指定了达标状态",
"sql": "SELECT pal_2h, topmost_pn, service_order_id, soid FROM dwd_ai.apbo_tp_multiple_impact WHERE ORDER BY topmost_pn, service_order_id"
},
"example3": {
"user": "列出topmost_pn为02HK965的记录",
"mode": "detail_mode",
"reason": "包含'列出'关键词，表示查看具体记录；未指定状态，默认查不达标",
"sql": "SELECT pal_2h, topmost_pn, service_order_id, soid FROM dwd_ai.apbo_tp_multiple_impact WHERE topmost_pn = '02HK965' ORDER BY topmost_pn, service_order_id"
},
"example4": {
"user": "查询订单4020438779的TP物料影响",
"mode": "detail_mode",
"reason": "包含'查询'关键词，表示查看具体记录；未指定状态，默认查不达标",
"sql": "SELECT pal_2h, topmost_pn, service_order_id, soid FROM dwd_ai.apbo_tp_multiple_impact WHERE service_order_id = '4020438779' ORDER BY topmost_pn, soid"
}
},
"statistical_mode_examples": {
"example1": {
"user": "统计不同状态的物料数量",
"mode": "statistical_mode",
"reason": "包含'统计'关键词，表示统计数量；统计不同状态，需要显示所有状态",
"sql": "SELECT pal_2h, COUNT(topmost_pn) AS topmost_pn_count FROM dwd_ai.apbo_tp_multiple_impact GROUP BY pal_2h ORDER BY topmost_pn_count DESC"
},
"example2": {
"user": "按topmost_pn分组统计每个物料的记录数",
"mode": "statistical_mode",
"reason": "包含'统计'和'分组'关键词；未指定状态，默认只统计不达标",
"sql": "SELECT topmost_pn, pal_2h, COUNT(*) AS count FROM dwd_ai.apbo_tp_multiple_impact GROUP BY topmost_pn, pal_2h ORDER BY count DESC"
},
"example3": {
"user": "汇总各TP物料的影响分布",
"mode": "statistical_mode",
"reason": "包含'汇总'关键词，表示统计分布；未指定状态，默认只统计不达标",
"sql": "SELECT topmost_pn, COUNT(*) AS record_count FROM dwd_ai.apbo_tp_multiple_impact GROUP BY topmost_pn ORDER BY record_count DESC"
}
},
"edge_cases": {
"example1": {
"user": "有多少条tp为02HK965的记录",
"mode": "statistical_mode",
"reason": "包含'有多少'关键词，虽然指定了具体物料，但目的是获取数量；未指定状态，默认只统计不达标",
"sql": "SELECT COUNT(*) AS count FROM dwd_ai.apbo_tp_multiple_impact WHERE topmost_pn = '02HK965'"
},
"example2": {
"user": "显示所有状态为达标和不达标的记录",
"mode": "detail_mode",
"reason": "包含'显示'关键词，表示查看具体记录；明确要求查看两种状态，不使用默认值",
"sql": "SELECT pal_2h, topmost_pn, service_order_id, soid FROM dwd_ai.apbo_tp_multiple_impact ORDER BY topmost_pn, service_order_id"
},
"example3": {
"user": "统计状态为NULL的记录数量",
"mode": "statistical_mode",
"reason": "包含'统计'关键词，表示统计数量；明确指定NULL状态，不使用默认值",
"sql": "SELECT COUNT(*) AS count FROM dwd_ai.apbo_tp_multiple_impact WHERE pal_2h IS NULL"
},
"example4": {
"user": "查看所有状态的记录详情",
"mode": "detail_mode",
"reason": "包含'查看'和'详情'关键词，表示查看具体记录；要求所有状态，不使用默认值",
"sql": "SELECT pal_2h, topmost_pn, service_order_id, soid FROM dwd_ai.apbo_tp_multiple_impact OR pal_2h IS NULL ORDER BY pal_2h, topmost_pn, service_order_id"
},
"example5": {
"user": "统计每个TP物料的不同状态数量",
"mode": "statistical_mode",
"reason": "包含'统计'关键词，表示统计分析；统计每个物料的各状态分布",
"sql": "SELECT topmost_pn, pal_2h, COUNT(*) AS count FROM dwd_ai.apbo_tp_multiple_impact GROUP BY topmost_pn, pal_2h ORDER BY topmost_pn, pal_2h"
}
}
}
}
config/table_retrieval_prompts/README.md
-4
View File
@@ -1,4 +0,0 @@
本目录存放用于 RAGFlow 匹配的表名检索提示词（JSON）。
约定：使用单一 JSON 文件维护多个表名及其模板列表。
示例文件：tables.json。
config/table_retrieval_prompts/tables.json
+23 -11
View File
@@ -1,5 +1,6 @@
{
"apbo_eta_ful": [
"backlog order",
"SO ETA INFO",
"BO list",
"CC",
@@ -17,9 +18,14 @@
"recovery ETA",
"history order",
"Warranty type",
"category"
"category",
"eta",
"eta信息",
"passdue",
"逾期"
],
"apbo_milestone_info": [
"apbo_eta_milestone": [
"soid milestone",
"GR or POD",
"POD",
"GR",
@@ -30,17 +36,23 @@
"里程碑",
"节点明细"
],
"apbo_hic_ssoc_consumption": [
"consumption消耗记录",
"consumption order"
],
"apbo_tp_multiple_impact": [
"multiple impact orders",
"apbo_eta_multiple_impact": [
"multiple impact",
"不达标的multiple impact",
"multiple impact status"
],
"apbo_region_usage_ib_report": [
"ib",
"usage"
"apbo_eta_region_report": [
"region report",
"regional report"
],
"apbo_eta_usage_ib_report":[
],
"apbo_hic_ssoc_consumption": [
"consumption消耗记录",
"consumption order",
"consumption record",
"SSOC consumption",
"consumption"
]
}