微信小程序页面迁移校验之前 P5任务处理之前
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scripts/ops/test_bailian_apps.py
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296
scripts/ops/test_bailian_apps.py
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"""
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测试 8 个百炼 AI 应用的连通性。
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通过 DashScope Application API 对每个应用发送一轮符合 P5 spec
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首条 Prompt 结构的示例数据，验证百炼应用能正常返回。
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调用方式：POST https://dashscope.aliyuncs.com/api/v1/apps/{APP_ID}/completion
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参考文档：docs/reference/bailian-dashscope-api.md
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用法：
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cd C:\\NeoZQYY && python scripts/ops/test_bailian_apps.py
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"""
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import json
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import os
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import sys
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import time
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from http import HTTPStatus
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from pathlib import Path
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from dotenv import load_dotenv
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# 加载根 .env
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load_dotenv(Path(__file__).resolve().parents[2] / ".env")
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BAILIAN_API_KEY = os.environ.get("BAILIAN_API_KEY", "")
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if not BAILIAN_API_KEY:
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raise RuntimeError("BAILIAN_API_KEY 未设置，请检查 .env 文件")
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# 8 个应用 ID 映射
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APP_CONFIGS = [
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("BAILIAN_APP_ID_1_CHAT", "应用1-通用对话"),
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("BAILIAN_APP_ID_2_FINANCE", "应用2-财务洞察"),
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("BAILIAN_APP_ID_3_CLUE", "应用3-客户数据维客线索分析"),
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("BAILIAN_APP_ID_4_ANALYSIS", "应用4-关系分析/任务建议"),
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("BAILIAN_APP_ID_5_TACTICS", "应用5-话术参考"),
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("BAILIAN_APP_ID_6_NOTE", "应用6-备注分析"),
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("BAILIAN_APP_ID_7_CUSTOMER", "应用7-客户分析"),
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("BAILIAN_APP_ID_8_CONSOLIDATE", "应用8-维客线索整理"),
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]
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# ── 首条 Prompt 示例数据（符合 P5 spec 定义的 JSON 结构） ──────────────────────
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FIRST_PROMPTS: dict[str, str] = {
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# 应用 1：通用对话 — 前端发起，首条消息为页面上下文
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"BAILIAN_APP_ID_1_CHAT": json.dumps({
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"source_page": "board-finance",
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"page_context": "当前在财务看板页面，本月收入 12,580 元，环比上月增长 8.3%",
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"screen_content": "财务看板：本月收入 12,580 元 | 台费 6,200 | 陪打 2,100 | 超休 1,000 | 商品 1,800 | 充值 1,480"
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}, ensure_ascii=False),
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# 应用 2：财务洞察
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"BAILIAN_APP_ID_2_FINANCE": json.dumps({
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"site_id": 1,
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"time_dimension": "本月",
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"date_range": {"start": "2026-03-01 08:00:00", "end": "2026-04-01 08:00:00"},
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"current_period": {
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"income_structure": {"table_fee": 6200, "assistant_pd": 2100, "assistant_cx": 1000, "goods": 1800, "recharge": 1480},
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"prepaid_assets": {"total_balance": 28500, "recharge_amount": 1480, "consumption_deduction": 2100},
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"expense_summary": {"rent": 3000, "utilities": 800, "supplies": 500, "salary": 4200, "other": 300},
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"platform_settlement": {"groupbuy_income": 1200, "platform_fee": 120, "net_income": 1080}
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},
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"previous_period": {
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"time_dimension": "上月",
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"date_range": {"start": "2026-02-01 08:00:00", "end": "2026-03-01 08:00:00"},
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"income_structure": {"table_fee": 5800, "assistant_pd": 1950, "assistant_cx": 950, "goods": 1600, "recharge": 1300},
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"prepaid_assets": {"total_balance": 29120, "recharge_amount": 1300, "consumption_deduction": 1950},
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"expense_summary": {"rent": 3000, "utilities": 750, "supplies": 450, "salary": 4200, "other": 250},
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"platform_settlement": {"groupbuy_income": 1000, "platform_fee": 100, "net_income": 900}
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}
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}, ensure_ascii=False),
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# 应用 3：客户数据维客线索分析
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"BAILIAN_APP_ID_3_CLUE": json.dumps({
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"member_nickname": "张三",
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"main_data": {
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"consumption_records": "近3个月消费12次，总消费2,860元。台费占比55%，助教费占比30%（陪打20%+超休10%），商品占比15%。偏好周末晚间时段，平均客单价238元。最近一次消费：2026-02-20，消费280元（台费+1小时助教）。",
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"member_cards": "持有银卡会员，2025-06-15注册",
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"card_balance_total": 580,
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"stored_value_balance_total": 580,
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"expected_visit_date": "2026-03-08",
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"days_since_last_visit": 13
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},
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"reference": {"app6_clues": None, "app8_history": []}
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}, ensure_ascii=False),
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# 应用 4：关系分析 / 任务建议
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"BAILIAN_APP_ID_4_ANALYSIS": json.dumps({
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"assistant_info": "花名：小李，级别：中级助教，工龄：1年3个月，擅长中式台球教学",
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"service_history": "累计服务张三8次，最近一次2026-02-20，平均每次服务1.5小时，客户评价良好",
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"task_assignment_basis": "优先召回：距上次到店13天，超过客户平均到店间隔（10天）",
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"customer_data": {
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"system_data": "近3个月消费12次，总消费2,860元，客单价238元，储值余额580元",
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"notes": [
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{"recorded_by": "小李", "content": "张三喜欢打中式台球，经常带朋友来，上次提到想学斯诺克", "created_at": "2026-02-20 21:30:00"},
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{"recorded_by": "小王", "content": "张三对充值活动比较感兴趣，上次充了500", "created_at": "2026-02-10 20:00:00"}
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]
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},
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"reference": {"app8_current": None, "app8_history": []}
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}, ensure_ascii=False),
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# 应用 5：话术参考
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"BAILIAN_APP_ID_5_TACTICS": json.dumps({
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"assistant_info": "花名：小李，级别：中级助教，工龄：1年3个月",
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"service_history": "累计服务张三8次，最近一次2026-02-20",
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"task_assignment_basis": "优先召回：距上次到店13天",
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"customer_data": {
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"system_data": "近3个月消费12次，总消费2,860元，储值余额580元",
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"notes": [{"recorded_by": "小李", "content": "张三喜欢打中式台球，经常带朋友来", "created_at": "2026-02-20 21:30:00"}]
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},
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"task_suggestion": "{\"relationship_summary\":\"主要服务助教，累计服务8次，关系紧密\",\"task_description\":\"客户张三距上次到店已13天，超过其平均到店间隔10天，存在轻度流失风险。\",\"actions\":[{\"suggestion\":\"本周内通过微信联系张三，以斯诺克体验课为切入点邀请回店\"}],\"summary\":\"以斯诺克体验为切入点，本周内微信召回\"}",
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"reference": {"app8_history": []}
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}, ensure_ascii=False),
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# 应用 6：备注分析
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"BAILIAN_APP_ID_6_NOTE": json.dumps({
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"current_note": {
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"content": "张三今天带了两个朋友来，说是公司同事，三个人打了两个小时中式，走的时候说下周还想来，问有没有团建套餐",
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"recorded_by": "小李",
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"created_at": "2026-03-05 21:30:00"
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},
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"reference": {
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"member_nickname": "张三",
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"consumption_data": "近3个月消费12次，总消费2,860元，客单价238元",
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"all_notes": [
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{"recorded_by": "小李", "content": "张三喜欢打中式台球，经常带朋友来，上次提到想学斯诺克", "created_at": "2026-02-20 21:30:00"},
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{"recorded_by": "小王", "content": "张三对充值活动比较感兴趣，上次充了500", "created_at": "2026-02-10 20:00:00"}
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],
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"app3_clues": None,
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"app8_history": []
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}
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}, ensure_ascii=False),
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# 应用 7：客户分析
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"BAILIAN_APP_ID_7_CUSTOMER": json.dumps({
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"member_id": 10086,
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"member_nickname": "张三",
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"objective_data": "近3个月消费12次，总消费2,860元，客单价238元。台费占比55%，助教费30%（陪打+超休），商品15%。偏好周末晚间，储值余额580元，银卡会员。距上次到店13天，平均到店间隔10天。",
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"subjective_data": {
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"notes": [
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{"recorded_by": "小李", "content": "张三喜欢打中式台球，经常带朋友来，上次提到想学斯诺克", "created_at": "2026-02-20 21:30:00"},
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{"recorded_by": "小王", "content": "张三对充值活动比较感兴趣，上次充了500", "created_at": "2026-02-10 20:00:00"},
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{"recorded_by": "小李", "content": "张三今天带了两个朋友来，说是公司同事，问有没有团建套餐", "created_at": "2026-03-05 21:30:00"}
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]
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},
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"reference": {"app8_current": None, "app8_history": []}
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}, ensure_ascii=False),
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# 应用 8：维客线索整理
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"BAILIAN_APP_ID_8_CONSOLIDATE": json.dumps({
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"app3_clues": {
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"generated_at": "2026-03-05 14:30:00",
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"clues": [
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{"detail": "客户近3个月消费12次，平均10天到店一次，当前已13天未到店，超过平均间隔30%，存在轻度流失风险。建议本周内联系召回。", "category": "消费习惯", "summary": "到店间隔异常，轻度流失风险", "emoji": "⏰"},
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{"detail": "客户台费占比55%，助教费占比30%（陪打+超休），偏好周末晚间时段（18:00-22:00），中式台球为主。客单价238元，属于中等消费水平。", "category": "玩法偏好", "summary": "周末晚间中式台球爱好者", "emoji": "🎱"}
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]
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},
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"app6_clues": {
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"generated_at": "2026-03-05 14:25:00",
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"clues": [
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{"category": "社交关系", "emoji": "👥", "detail": "客户经常带朋友来店，最近一次带了两位公司同事，主动询问团建套餐，具有社交裂变潜力和团建需求。", "summary": "常带朋友，有团建需求"},
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{"category": "促销接受", "emoji": "💰", "detail": "客户对充值活动感兴趣，曾主动充值500元，储值余额580元。可在余额接近用完时推荐充值优惠。", "summary": "充值意愿强，关注优惠活动"}
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]
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}
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}, ensure_ascii=False),
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}
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# ── 通过 HTTP 调用百炼应用 API ─────────────────────────────────────────────────
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import urllib.request
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import urllib.error
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API_BASE = "https://dashscope.aliyuncs.com/api/v1/apps"
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def call_app(env_key: str, label: str) -> dict:
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"""通过 HTTP POST 调用单个百炼应用，返回结果摘要。"""
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app_id = os.environ.get(env_key, "")
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if not app_id:
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return {"app": label, "status": "SKIP", "reason": f"环境变量 {env_key} 未设置"}
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prompt = FIRST_PROMPTS.get(env_key, "你好")
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url = f"{API_BASE}/{app_id}/completion"
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body = json.dumps({
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"input": {"prompt": prompt},
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"parameters": {"has_thoughts": False}
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}).encode("utf-8")
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headers = {
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"Authorization": f"Bearer {BAILIAN_API_KEY}",
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"Content-Type": "application/json",
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}
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t0 = time.time()
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try:
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req = urllib.request.Request(url, data=body, headers=headers, method="POST")
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with urllib.request.urlopen(req, timeout=60) as resp:
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data = json.loads(resp.read().decode("utf-8"))
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elapsed = round(time.time() - t0, 2)
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output = data.get("output", {})
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usage = data.get("usage", {})
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text = output.get("text", "")
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finish = output.get("finish_reason", "?")
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models = usage.get("models", [])
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tokens_info = {}
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if models:
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m = models[0]
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tokens_info = {
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"model": m.get("model_id", "?"),
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"input": m.get("input_tokens", "?"),
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"output": m.get("output_tokens", "?"),
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}
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return {
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"app": label,
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"app_id": app_id[:8] + "...",
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"status": "OK",
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"elapsed_s": elapsed,
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"finish_reason": finish,
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"tokens": tokens_info,
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"response_preview": text[:300] + ("..." if len(text) > 300 else ""),
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}
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except urllib.error.HTTPError as e:
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elapsed = round(time.time() - t0, 2)
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err_body = ""
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try:
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err_body = e.read().decode("utf-8")[:300]
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except Exception:
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pass
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return {
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"app": label,
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"app_id": app_id[:8] + "...",
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"status": "ERROR",
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"elapsed_s": elapsed,
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"error": f"HTTP {e.code}: {err_body}",
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}
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except Exception as e:
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elapsed = round(time.time() - t0, 2)
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return {
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"app": label,
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"app_id": app_id[:8] + "...",
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"status": "ERROR",
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"elapsed_s": elapsed,
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"error": str(e)[:300],
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}
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def main():
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print("=" * 70)
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print("百炼 AI 应用连通性测试（DashScope Application API）")
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print(f"API Key: {BAILIAN_API_KEY[:8]}...{BAILIAN_API_KEY[-4:]}")
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print(f"API Base: {API_BASE}")
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print("=" * 70)
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results = []
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for env_key, label in APP_CONFIGS:
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print(f"\n▶ 测试 {label} ...")
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result = call_app(env_key, label)
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results.append(result)
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icon = "✅" if result["status"] == "OK" else "⏭️" if result["status"] == "SKIP" else "❌"
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print(f" {icon} {result['status']}", end="")
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if "elapsed_s" in result:
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print(f" ({result['elapsed_s']}s)", end="")
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if "tokens" in result:
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t = result["tokens"]
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print(f" | model={t.get('model','?')} in={t.get('input','?')} out={t.get('output','?')}", end="")
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if "finish_reason" in result:
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print(f" | finish={result['finish_reason']}", end="")
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if "error" in result:
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print(f"\n ⚠️ {result['error'][:150]}", end="")
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if "reason" in result:
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print(f" | {result['reason']}", end="")
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print()
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if "response_preview" in result:
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preview = result["response_preview"][:200]
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print(f" 📝 {preview}")
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# 汇总
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print("\n" + "=" * 70)
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ok = sum(1 for r in results if r["status"] == "OK")
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err = sum(1 for r in results if r["status"] == "ERROR")
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skip = sum(1 for r in results if r["status"] == "SKIP")
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print(f"汇总: ✅ {ok} 成功 | ❌ {err} 失败 | ⏭️ {skip} 跳过 | 共 {len(results)} 个应用")
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print("=" * 70)
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if err > 0:
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sys.exit(1)
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if __name__ == "__main__":
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main()
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