diff --git a/# dify_integration.py b/# dify_integration.py
new file mode 100644
index 00000000..327ae5f5
--- /dev/null
+++ b/# dify_integration.py
@@ -0,0 +1,26 @@
+# dify_integration.py
+from account_manager import AccountManager
+
+account_manager = AccountManager()
+
+def authenticate_user(username, password):
+ """用于Dify认证的API端点"""
+ account = account_manager.authenticate(username, password)
+ if account:
+ return {
+ "success": True,
+ "user_id": account['user_id'],
+ "account_type": account['account_type']
+ }
+ return {"success": False, "message": "Invalid credentials"}
+
+def get_account_info(user_id):
+ """获取账户信息供智能体使用"""
+ account = account_manager.get_account(user_id)
+ if account:
+ return {
+ "balance": account['account_balance'],
+ "phone": account['phone'],
+ "transactions": account['transactions']
+ }
+ return None
\ No newline at end of file
diff --git a/# generate_test_data.py b/# generate_test_data.py
new file mode 100644
index 00000000..395490d9
--- /dev/null
+++ b/# generate_test_data.py
@@ -0,0 +1,37 @@
+# generate_test_data.py
+import json
+import random
+import hashlib
+from datetime import datetime, timedelta
+
+def generate_accounts(num=10):
+ accounts = []
+ for i in range(1, num+1):
+ user_id = f"100{i:02d}"
+ accounts.append({
+ "user_id": user_id,
+ "username": f"customer{i}",
+ "password": hashlib.sha256(f"Password123!{i}".encode()).hexdigest(),
+ "phone": f"13800138{random.randint(100,999)}",
+ "account_type": random.choice(["personal", "business"]),
+ "account_balance": round(random.uniform(1000, 1000000), 2),
+ "last_login": (datetime.utcnow() - timedelta(days=random.randint(0,30))).isoformat() + 'Z',
+ "transactions": generate_transactions()
+ })
+ return accounts
+
+def generate_transactions(max_txns=5):
+ txns = []
+ for i in range(random.randint(1, max_txns)):
+ txns.append({
+ "id": f"txn{random.randint(1000,9999)}",
+ "date": (datetime.utcnow() - timedelta(days=random.randint(1,90))).strftime("%Y-%m-%d"),
+ "amount": round(random.uniform(10, 10000), 2),
+ "type": random.choice(["deposit", "withdrawal", "transfer"])
+ })
+ return txns
+
+if __name__ == "__main__":
+ accounts = generate_accounts()
+ with open('bank_users.json', 'w') as f:
+ json.dump(accounts, f, indent=2)
\ No newline at end of file
diff --git a/# test_asr.py b/# test_asr.py
new file mode 100644
index 00000000..4fd28b10
--- /dev/null
+++ b/# test_asr.py
@@ -0,0 +1,39 @@
+# test_asr.py
+import requests
+import os
+
+def test_asr():
+ """测试ASR功能"""
+ print("测试语音识别功能...")
+
+ # 你可以录制一个英文语音文件来测试，或者使用现有的
+ test_audio_file = "E:\guolei\Documents\bank-user\tts_output\tts_1756829756_5376c557.wav" # 替换为你的测试文件
+
+ if not os.path.exists(test_audio_file):
+ print("请先创建一个测试音频文件")
+ return
+
+ try:
+ with open(test_audio_file, 'rb') as f:
+ files = {'audio': (test_audio_file, f, 'audio/wav')}
+ data = {'language': 'en'}
+
+ response = requests.post(
+ "http://127.0.0.1:8080/asr/transcribe",
+ files=files,
+ data=data,
+ timeout=30
+ )
+
+ print(f"状态码: {response.status_code}")
+ if response.status_code == 200:
+ result = response.json()
+ print(f"识别结果: {result}")
+ else:
+ print(f"错误: {response.text}")
+
+ except Exception as e:
+ print(f"测试失败: {e}")
+
+if __name__ == "__main__":
+ test_asr()
\ No newline at end of file
diff --git a/account_manager.py b/account_manager.py
new file mode 100644
index 00000000..a22bdfdb
--- /dev/null
+++ b/account_manager.py
@@ -0,0 +1,46 @@
+# account_manager.py
+import json
+import hashlib
+from datetime import datetime
+
+class AccountManager:
+ def __init__(self, json_file='accounts.json'):
+ self.json_file = json_file
+ self.accounts = self._load_accounts()
+
+ def _load_accounts(self):
+ try:
+ with open(self.json_file, 'r') as f:
+ return json.load(f)
+ except FileNotFoundError:
+ return []
+
+ def _save_accounts(self):
+ with open(self.json_file, 'w') as f:
+ json.dump(self.accounts, f, indent=2)
+
+ def hash_password(self, password):
+ return hashlib.sha256(password.encode()).hexdigest()
+
+ def authenticate(self, username, password):
+ hashed_pw = self.hash_password(password)
+ for account in self.accounts:
+ if account['username'] == username and account['password'] == hashed_pw:
+ account['last_login'] = datetime.utcnow().isoformat() + 'Z'
+ self._save_accounts()
+ return account
+ return None
+
+ def get_account(self, user_id):
+ for account in self.accounts:
+ if account['user_id'] == user_id:
+ return account
+ return None
+
+ def update_account(self, user_id, updates):
+ for i, account in enumerate(self.accounts):
+ if account['user_id'] == user_id:
+ self.accounts[i].update(updates)
+ self._save_accounts()
+ return True
+ return False
\ No newline at end of file
diff --git a/accounts.json b/accounts.json
new file mode 100644
index 00000000..8734d176
--- /dev/null
+++ b/accounts.json
@@ -0,0 +1,322 @@
+[
+ {
+ "user_id": "10001",
+ "username": "customer1",
+ "password": "8af81c3b9d9f5d902561a779e6d37decb9fc5858e004e32a6eb514a92f2d0bfb",
+ "phone": "13800138107",
+ "account_type": "personal",
+ "account_balance": 234217.46,
+ "last_login": "2025-07-02T07:41:43.780175Z",
+ "transactions": [
+ {
+ "id": "txn6124",
+ "date": "2025-05-09",
+ "amount": 9249.67,
+ "type": "transfer"
+ },
+ {
+ "id": "txn6358",
+ "date": "2025-07-10",
+ "amount": 4263.38,
+ "type": "withdrawal"
+ },
+ {
+ "id": "txn3689",
+ "date": "2025-04-29",
+ "amount": 8558.66,
+ "type": "withdrawal"
+ }
+ ]
+ },
+ {
+ "user_id": "10002",
+ "username": "customer2",
+ "password": "1d3f3605f8b5373d88e5e92593f990e2d23c336250b8cdc420f0ca7cbfa8c20d",
+ "phone": "13800138721",
+ "account_type": "business",
+ "account_balance": 829808.13,
+ "last_login": "2025-07-09T07:41:43.780175Z",
+ "transactions": [
+ {
+ "id": "txn6753",
+ "date": "2025-06-14",
+ "amount": 3309.07,
+ "type": "transfer"
+ },
+ {
+ "id": "txn4797",
+ "date": "2025-04-21",
+ "amount": 652.15,
+ "type": "withdrawal"
+ },
+ {
+ "id": "txn6183",
+ "date": "2025-04-24",
+ "amount": 6334.77,
+ "type": "withdrawal"
+ },
+ {
+ "id": "txn5757",
+ "date": "2025-06-23",
+ "amount": 5702.16,
+ "type": "deposit"
+ }
+ ]
+ },
+ {
+ "user_id": "10003",
+ "username": "customer3",
+ "password": "597c9ccb46ebe29a6f8eb7f55f90533bd5943a87d50926fb3850667ad19dc3c2",
+ "phone": "13800138729",
+ "account_type": "personal",
+ "account_balance": 937734.06,
+ "last_login": "2025-07-05T07:41:43.780175Z",
+ "transactions": [
+ {
+ "id": "txn7990",
+ "date": "2025-06-08",
+ "amount": 7627.04,
+ "type": "transfer"
+ },
+ {
+ "id": "txn4376",
+ "date": "2025-07-13",
+ "amount": 8529.0,
+ "type": "transfer"
+ },
+ {
+ "id": "txn1179",
+ "date": "2025-05-17",
+ "amount": 3738.13,
+ "type": "withdrawal"
+ },
+ {
+ "id": "txn2730",
+ "date": "2025-05-14",
+ "amount": 1663.73,
+ "type": "withdrawal"
+ },
+ {
+ "id": "txn1066",
+ "date": "2025-06-15",
+ "amount": 1387.96,
+ "type": "withdrawal"
+ }
+ ]
+ },
+ {
+ "user_id": "10004",
+ "username": "customer4",
+ "password": "9ff49c3319cfe44e32ce0e45f2ac03e844ca0018752743b2d6aa787a96bce7c2",
+ "phone": "13800138525",
+ "account_type": "personal",
+ "account_balance": 945917.47,
+ "last_login": "2025-07-09T07:41:43.780175Z",
+ "transactions": [
+ {
+ "id": "txn7714",
+ "date": "2025-06-13",
+ "amount": 4575.7,
+ "type": "withdrawal"
+ },
+ {
+ "id": "txn8948",
+ "date": "2025-07-09",
+ "amount": 5732.32,
+ "type": "withdrawal"
+ },
+ {
+ "id": "txn4681",
+ "date": "2025-05-01",
+ "amount": 438.3,
+ "type": "transfer"
+ }
+ ]
+ },
+ {
+ "user_id": "10005",
+ "username": "customer5",
+ "password": "a4dd171ed8d6cd1a9cf49b7e1a6a950aafd3dd2dfc367bd9732ee1373d0045f3",
+ "phone": "13800138315",
+ "account_type": "business",
+ "account_balance": 103551.38,
+ "last_login": "2025-06-24T07:41:43.780175Z",
+ "transactions": [
+ {
+ "id": "txn3169",
+ "date": "2025-05-05",
+ "amount": 762.05,
+ "type": "deposit"
+ },
+ {
+ "id": "txn8725",
+ "date": "2025-06-10",
+ "amount": 538.61,
+ "type": "deposit"
+ },
+ {
+ "id": "txn2751",
+ "date": "2025-05-09",
+ "amount": 7424.85,
+ "type": "transfer"
+ },
+ {
+ "id": "txn5671",
+ "date": "2025-05-26",
+ "amount": 7941.67,
+ "type": "withdrawal"
+ },
+ {
+ "id": "txn4290",
+ "date": "2025-07-06",
+ "amount": 6917.5,
+ "type": "deposit"
+ }
+ ]
+ },
+ {
+ "user_id": "10006",
+ "username": "customer6",
+ "password": "450a792bdbc9296a1573ff332fe8cc3d5f99468322452208435f6a95669bf4a8",
+ "phone": "13800138616",
+ "account_type": "business",
+ "account_balance": 648550.25,
+ "last_login": "2025-06-22T07:41:43.780175Z",
+ "transactions": [
+ {
+ "id": "txn2637",
+ "date": "2025-07-03",
+ "amount": 6977.04,
+ "type": "transfer"
+ },
+ {
+ "id": "txn4553",
+ "date": "2025-05-16",
+ "amount": 6347.8,
+ "type": "deposit"
+ }
+ ]
+ },
+ {
+ "user_id": "10007",
+ "username": "customer7",
+ "password": "2aa88297d3536a340855b0422df832b43b0a450f7cefe23a097e896199805894",
+ "phone": "13800138469",
+ "account_type": "personal",
+ "account_balance": 40888.19,
+ "last_login": "2025-06-18T07:41:43.780175Z",
+ "transactions": [
+ {
+ "id": "txn6706",
+ "date": "2025-05-24",
+ "amount": 5094.16,
+ "type": "transfer"
+ },
+ {
+ "id": "txn2052",
+ "date": "2025-04-29",
+ "amount": 996.17,
+ "type": "withdrawal"
+ },
+ {
+ "id": "txn9779",
+ "date": "2025-04-29",
+ "amount": 4584.1,
+ "type": "deposit"
+ },
+ {
+ "id": "txn9492",
+ "date": "2025-06-19",
+ "amount": 3696.52,
+ "type": "transfer"
+ },
+ {
+ "id": "txn7805",
+ "date": "2025-04-27",
+ "amount": 7653.58,
+ "type": "deposit"
+ }
+ ]
+ },
+ {
+ "user_id": "10008",
+ "username": "customer8",
+ "password": "835ffb581a477770a5d0fea900c54af3d55ef6d3cc972860cd1e16f70854d748",
+ "phone": "13800138750",
+ "account_type": "personal",
+ "account_balance": 877665.97,
+ "last_login": "2025-07-06T07:41:43.780175Z",
+ "transactions": [
+ {
+ "id": "txn3723",
+ "date": "2025-05-14",
+ "amount": 9481.56,
+ "type": "withdrawal"
+ },
+ {
+ "id": "txn7582",
+ "date": "2025-07-07",
+ "amount": 39.02,
+ "type": "deposit"
+ },
+ {
+ "id": "txn5261",
+ "date": "2025-05-25",
+ "amount": 7928.78,
+ "type": "transfer"
+ }
+ ]
+ },
+ {
+ "user_id": "10009",
+ "username": "customer9",
+ "password": "5070d27306c2b2e94641b05ed5ebb7f1d8f3f9f873647db64f002a54517ba6fe",
+ "phone": "13800138914",
+ "account_type": "personal",
+ "account_balance": 140305.3,
+ "last_login": "2025-07-13T07:41:43.780175Z",
+ "transactions": [
+ {
+ "id": "txn9467",
+ "date": "2025-05-21",
+ "amount": 9388.58,
+ "type": "transfer"
+ },
+ {
+ "id": "txn3819",
+ "date": "2025-07-10",
+ "amount": 6530.43,
+ "type": "deposit"
+ },
+ {
+ "id": "txn4359",
+ "date": "2025-06-18",
+ "amount": 2497.94,
+ "type": "withdrawal"
+ }
+ ]
+ },
+ {
+ "user_id": "10010",
+ "username": "customer10",
+ "password": "7aad492fabb3d0becf84256b5755573e69ad0ff48d02d1d1a08a1f8380e0d43f",
+ "phone": "13800138335",
+ "account_type": "business",
+ "account_balance": 531803.65,
+ "last_login": "2025-06-28T07:41:43.780175Z",
+ "transactions": [
+ {
+ "id": "txn4425",
+ "date": "2025-05-22",
+ "amount": 5138.09,
+ "type": "deposit"
+ },
+ {
+ "id": "txn4427",
+ "date": "2025-06-12",
+ "amount": 555.06,
+ "type": "transfer"
+ }
+ ]
+ }
+]
\ No newline at end of file
diff --git a/app.py b/app.py
new file mode 100644
index 00000000..a7277fd4
--- /dev/null
+++ b/app.py
@@ -0,0 +1,48 @@
+from fastapi import FastAPI, UploadFile, File, Header, HTTPException
+from fastapi.responses import StreamingResponse, JSONResponse
+import io
+from utils_audio import ensure_wav16k_mono
+from asr import asr_recognize_bytes
+from tts import tts_wav_bytes, tts_wav_base64
+
+# 固定 API Key，直接在代码里写死
+_API_KEY = "super_secret_12345"
+
+def _auth(x_api_key: str = Header(default=None, alias="X-API-Key")):
+ if x_api_key != _API_KEY:
+ raise HTTPException(status_code=401, detail="Unauthorized")
+
+app = FastAPI(title="Bank Agent ASR/TTS", version="0.1.0")
+
+@app.post("/asr")
+async def asr_endpoint(
+ file: UploadFile = File(...),
+ x_api_key: str = Header(default=None, alias="X-API-Key")
+):
+ _auth(x_api_key)
+ raw = await file.read()
+ wav16k = ensure_wav16k_mono(raw)
+ text = asr_recognize_bytes(wav16k)
+ return JSONResponse({"text": text})
+
+@app.post("/tts/wav")
+async def tts_wav_endpoint(
+ text: str,
+ x_api_key: str = Header(default=None, alias="X-API-Key")
+):
+ _auth(x_api_key)
+ wav = tts_wav_bytes(text)
+ return StreamingResponse(io.BytesIO(wav), media_type="audio/wav")
+
+@app.post("/tts/base64")
+async def tts_b64_endpoint(
+ text: str,
+ x_api_key: str = Header(default=None, alias="X-API-Key")
+):
+ _auth(x_api_key)
+ b64 = tts_wav_base64(text)
+ return JSONResponse({"audio_base64": b64, "mime": "audio/wav"})
+
+@app.get("/healthz")
+def healthz():
+ return {"ok": True}
diff --git a/asr.py b/asr.py
new file mode 100644
index 00000000..b107f2c2
--- /dev/null
+++ b/asr.py
@@ -0,0 +1,5 @@
+# asr.py
+from huaweicloud_sis import asr_short_sentence_wav16k
+
+def asr_recognize_bytes(wav16k_bytes: bytes) -> str:
+ return asr_short_sentence_wav16k(wav16k_bytes, lang="en_us")
diff --git a/bank_users.json b/bank_users.json
new file mode 100644
index 00000000..f1224c5d
--- /dev/null
+++ b/bank_users.json
@@ -0,0 +1,3622 @@
+{
+ "userData": [
+ {
+ "userId": "10001",
+ "username": "mark",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13035968176",
+ "accountType": "corporate",
+ "accountLevel": "gold",
+ "accountBalance": 203060.88,
+ "accountOpened": "2018-08-10",
+ "lastLogin": "2023-10-31T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202338285",
+ "timestamp": "2023-01-07 00:00:00",
+ "amount": -6025.95,
+ "type": "transfer",
+ "counterparty": "淘宝网",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202339552",
+ "timestamp": "2023-09-14 00:00:00",
+ "amount": 46045.46,
+ "type": "withdrawal",
+ "counterparty": "微信支付",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202341896",
+ "timestamp": "2023-05-20 00:00:00",
+ "amount": 11667.29,
+ "type": "purchase",
+ "counterparty": "",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202300841",
+ "timestamp": "2023-07-21 00:00:00",
+ "amount": -25074.88,
+ "type": "salary",
+ "counterparty": "美团外卖",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202393785",
+ "timestamp": "2023-06-17 00:00:00",
+ "amount": -7316.6,
+ "type": "purchase",
+ "counterparty": "京东商城",
+ "remark": "购物"
+ }
+ ],
+ "fullName": "mark",
+ "accountNumber": "ACCT-0001",
+ "ssnLast4": "8176"
+ },
+ {
+ "userId": "10002",
+ "username": "xiulan",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13366108583",
+ "accountType": "corporate",
+ "accountLevel": "platinum",
+ "accountBalance": 547891.32,
+ "accountOpened": "2022-01-16",
+ "lastLogin": "2023-10-27T00:00:00Z",
+ "transactions": [],
+ "fullName": "xiulan",
+ "accountNumber": "ACCT-0002",
+ "ssnLast4": "8583"
+ },
+ {
+ "userId": "10003",
+ "username": "gl",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13627358021",
+ "accountType": "corporate",
+ "accountLevel": "silver",
+ "accountBalance": 417162.23,
+ "accountOpened": "2021-08-21",
+ "lastLogin": "2023-10-24T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202370908",
+ "timestamp": "2023-07-26 00:00:00",
+ "amount": -18637.33,
+ "type": "withdrawal",
+ "counterparty": "京东商城",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202356579",
+ "timestamp": "2023-04-28 00:00:00",
+ "amount": 18145.83,
+ "type": "withdrawal",
+ "counterparty": "银行理财",
+ "remark": "工资"
+ },
+ {
+ "transactionId": "TXN202371794",
+ "timestamp": "2023-05-01 00:00:00",
+ "amount": -21798.78,
+ "type": "other",
+ "counterparty": "微信支付",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202302864",
+ "timestamp": "2023-11-14 00:00:00",
+ "amount": 22411.31,
+ "type": "other",
+ "counterparty": "淘宝网",
+ "remark": "转账"
+ }
+ ],
+ "fullName": "gl",
+ "accountNumber": "ACCT-0003",
+ "ssnLast4": "8021"
+ },
+ {
+ "userId": "10004",
+ "username": "dahai",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13417387115",
+ "accountType": "personal",
+ "accountLevel": "silver",
+ "accountBalance": 747422.25,
+ "accountOpened": "2020-09-15",
+ "lastLogin": "2023-11-09T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202392681",
+ "timestamp": "2023-07-26 00:00:00",
+ "amount": 9279.71,
+ "type": "withdrawal",
+ "counterparty": "支付宝",
+ "remark": "工资"
+ }
+ ],
+ "fullName": "dahai",
+ "accountNumber": "ACCT-0004",
+ "ssnLast4": "7115"
+ },
+ {
+ "userId": "10005",
+ "username": "bob",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13482042498",
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+ {
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+ "amount": 46415.23,
+ "type": "other",
+ "counterparty": "微信支付",
+ "remark": ""
+ }
+ ],
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+ "ssnLast4": "5542"
+ },
+ {
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+ "transactions": [
+ {
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+ "timestamp": "2023-11-12 00:00:00",
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+ "type": "purchase",
+ "counterparty": "银行理财",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202375968",
+ "timestamp": "2023-04-22 00:00:00",
+ "amount": 37477.69,
+ "type": "purchase",
+ "counterparty": "",
+ "remark": "转账"
+ }
+ ],
+ "fullName": "杨娜",
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+ "ssnLast4": "2411"
+ },
+ {
+ "userId": "10086",
+ "username": "吴勇",
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+ "phoneNumber": "13291999527",
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+ "transactions": [
+ {
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+ "timestamp": "2023-01-05 00:00:00",
+ "amount": -17711.08,
+ "type": "other",
+ "counterparty": "淘宝网",
+ "remark": "购物"
+ },
+ {
+ "transactionId": "TXN202389666",
+ "timestamp": "2023-01-20 00:00:00",
+ "amount": 44793.34,
+ "type": "purchase",
+ "counterparty": "京东商城",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202331778",
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+ "amount": -38617.3,
+ "type": "other",
+ "counterparty": "京东商城",
+ "remark": "转账"
+ }
+ ],
+ "fullName": "吴勇",
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+ },
+ {
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+ "transactions": [
+ {
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+ },
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+ "type": "purchase",
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+ },
+ {
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+ "amount": 18264.64,
+ "type": "transfer",
+ "counterparty": "支付宝",
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+ },
+ {
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+ "type": "withdrawal",
+ "counterparty": "微信支付",
+ "remark": "工资"
+ },
+ {
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+ "type": "withdrawal",
+ "counterparty": "淘宝网",
+ "remark": "还款"
+ }
+ ],
+ "fullName": "王娜",
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+ },
+ {
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+ "username": "黄勇",
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+ "lastLogin": "2023-10-07T00:00:00Z",
+ "transactions": [
+ {
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+ "timestamp": "2023-08-20 00:00:00",
+ "amount": 49707.69,
+ "type": "salary",
+ "counterparty": "淘宝网",
+ "remark": ""
+ }
+ ],
+ "fullName": "黄勇",
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+ },
+ {
+ "userId": "10089",
+ "username": "周娟",
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+ "phoneNumber": "13797217329",
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+ "lastLogin": "2023-10-08T00:00:00Z",
+ "transactions": [
+ {
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+ },
+ {
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+ "timestamp": "2023-08-05 00:00:00",
+ "amount": -44839.86,
+ "type": "other",
+ "counterparty": "淘宝网",
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+ }
+ ],
+ "fullName": "周娟",
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+ },
+ {
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+ "accountOpened": "2023-01-31",
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+ "transactions": [
+ {
+ "transactionId": "TXN202308992",
+ "timestamp": "2023-10-25 00:00:00",
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+ "type": "other",
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+ "remark": "还款"
+ },
+ {
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+ "type": "salary",
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+ ],
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+ },
+ {
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+ "transactions": [
+ {
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+ "type": "purchase",
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+ },
+ {
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+ "type": "transfer",
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+ },
+ {
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+ "type": "other",
+ "counterparty": "淘宝网",
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+ },
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+ "amount": -31307.77,
+ "type": "other",
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+ "remark": "购物"
+ },
+ {
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+ "type": "salary",
+ "counterparty": "银行理财",
+ "remark": "还款"
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+ ],
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+ },
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+ "transactions": [
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+ "type": "other",
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+ },
+ {
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+ "type": "other",
+ "counterparty": "美团外卖",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202309293",
+ "timestamp": "2023-06-18 00:00:00",
+ "amount": -7307.65,
+ "type": "other",
+ "counterparty": "",
+ "remark": "购物"
+ },
+ {
+ "transactionId": "TXN202347391",
+ "timestamp": "2023-02-11 00:00:00",
+ "amount": -3945.01,
+ "type": "other",
+ "counterparty": "支付宝",
+ "remark": "购物"
+ }
+ ],
+ "fullName": "刘勇",
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+ "ssnLast4": "9892"
+ },
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+ "accountOpened": "2016-02-26",
+ "lastLogin": "2023-11-04T00:00:00Z",
+ "transactions": [
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+ "timestamp": "2023-04-27 00:00:00",
+ "amount": -40056.11,
+ "type": "other",
+ "counterparty": "支付宝",
+ "remark": "投资"
+ },
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+ "amount": -507.92,
+ "type": "other",
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+ "remark": "购物"
+ },
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+ "amount": 47687.85,
+ "type": "other",
+ "counterparty": "银行理财",
+ "remark": ""
+ },
+ {
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+ "amount": 329.71,
+ "type": "salary",
+ "counterparty": "微信支付",
+ "remark": "购物"
+ },
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+ "amount": 34075.17,
+ "type": "transfer",
+ "counterparty": "微信支付",
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+ }
+ ],
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+ "ssnLast4": "0570"
+ },
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+ "phoneNumber": "13292114325",
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+ "lastLogin": "2023-10-12T00:00:00Z",
+ "transactions": [
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+ "type": "withdrawal",
+ "counterparty": "美团外卖",
+ "remark": "投资"
+ },
+ {
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+ "timestamp": "2023-05-20 00:00:00",
+ "amount": -36236.56,
+ "type": "other",
+ "counterparty": "",
+ "remark": ""
+ }
+ ],
+ "fullName": "周勇",
+ "accountNumber": "ACCT-0094",
+ "ssnLast4": "4325"
+ },
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+ "username": "杨秀兰",
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+ "phoneNumber": "13399217488",
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+ "accountOpened": "2021-05-12",
+ "lastLogin": "2023-11-07T00:00:00Z",
+ "transactions": [
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+ "timestamp": "2023-09-10 00:00:00",
+ "amount": 40112.65,
+ "type": "withdrawal",
+ "counterparty": "美团外卖",
+ "remark": "转账"
+ },
+ {
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+ "timestamp": "2023-04-27 00:00:00",
+ "amount": 10962.41,
+ "type": "salary",
+ "counterparty": "支付宝",
+ "remark": "购物"
+ }
+ ],
+ "fullName": "杨秀兰",
+ "accountNumber": "ACCT-0095",
+ "ssnLast4": "7488"
+ },
+ {
+ "userId": "10096",
+ "username": "赵艳",
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+ "phoneNumber": "13082492960",
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+ "accountLevel": "platinum",
+ "accountBalance": 746563.33,
+ "accountOpened": "2016-07-30",
+ "lastLogin": "2023-10-26T00:00:00Z",
+ "transactions": [
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+ "timestamp": "2023-07-14 00:00:00",
+ "amount": 3478.23,
+ "type": "purchase",
+ "counterparty": "淘宝网",
+ "remark": "购物"
+ },
+ {
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+ "timestamp": "2023-04-06 00:00:00",
+ "amount": -8033.21,
+ "type": "purchase",
+ "counterparty": "支付宝",
+ "remark": "投资"
+ },
+ {
+ "transactionId": "TXN202384929",
+ "timestamp": "2023-05-17 00:00:00",
+ "amount": -28497.87,
+ "type": "other",
+ "counterparty": "美团外卖",
+ "remark": ""
+ },
+ {
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+ "timestamp": "2023-09-21 00:00:00",
+ "amount": -46360.27,
+ "type": "withdrawal",
+ "counterparty": "美团外卖",
+ "remark": ""
+ },
+ {
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+ "amount": 30008.86,
+ "type": "withdrawal",
+ "counterparty": "京东商城",
+ "remark": ""
+ }
+ ],
+ "fullName": "赵艳",
+ "accountNumber": "ACCT-0096",
+ "ssnLast4": "2960"
+ },
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+ "accountOpened": "2022-04-08",
+ "lastLogin": "2023-10-22T00:00:00Z",
+ "transactions": [
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+ "timestamp": "2023-08-05 00:00:00",
+ "amount": -36688.63,
+ "type": "other",
+ "counterparty": "银行理财",
+ "remark": ""
+ },
+ {
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+ "amount": 11982.61,
+ "type": "other",
+ "counterparty": "微信支付",
+ "remark": "工资"
+ },
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+ "timestamp": "2023-07-29 00:00:00",
+ "amount": 22778.99,
+ "type": "withdrawal",
+ "counterparty": "淘宝网",
+ "remark": "转账"
+ }
+ ],
+ "fullName": "赵超",
+ "accountNumber": "ACCT-0097",
+ "ssnLast4": "0961"
+ },
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+ "username": "李强",
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+ "phoneNumber": "13241088836",
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+ "accountLevel": "gold",
+ "accountBalance": 563062.06,
+ "accountOpened": "2023-05-05",
+ "lastLogin": "2023-10-03T00:00:00Z",
+ "transactions": [
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+ "timestamp": "2023-03-20 00:00:00",
+ "amount": 4593.91,
+ "type": "purchase",
+ "counterparty": "银行理财",
+ "remark": "购物"
+ }
+ ],
+ "fullName": "李强",
+ "accountNumber": "ACCT-0098",
+ "ssnLast4": "8836"
+ },
+ {
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+ "username": "黄超",
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+ "phoneNumber": "13099928154",
+ "accountType": "corporate",
+ "accountLevel": "silver",
+ "accountBalance": 337408.64,
+ "accountOpened": "2019-01-18",
+ "lastLogin": "2023-10-16T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202344312",
+ "timestamp": "2023-04-28 00:00:00",
+ "amount": -46568.31,
+ "type": "transfer",
+ "counterparty": "淘宝网",
+ "remark": ""
+ },
+ {
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+ "timestamp": "2023-08-01 00:00:00",
+ "amount": -41103.9,
+ "type": "other",
+ "counterparty": "",
+ "remark": "转账"
+ }
+ ],
+ "fullName": "黄超",
+ "accountNumber": "ACCT-0099",
+ "ssnLast4": "8154"
+ },
+ {
+ "userId": "10100",
+ "username": "张军",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13679282402",
+ "accountType": "personal",
+ "accountLevel": "platinum",
+ "accountBalance": 336334.6,
+ "accountOpened": "2022-08-30",
+ "lastLogin": "2023-10-12T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202319888",
+ "timestamp": "2023-08-01 00:00:00",
+ "amount": 6855.89,
+ "type": "transfer",
+ "counterparty": "支付宝",
+ "remark": "工资"
+ },
+ {
+ "transactionId": "TXN202398557",
+ "timestamp": "2023-06-19 00:00:00",
+ "amount": 3474.1,
+ "type": "salary",
+ "counterparty": "微信支付",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202303579",
+ "timestamp": "2023-09-15 00:00:00",
+ "amount": 23361.64,
+ "type": "salary",
+ "counterparty": "支付宝",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202318826",
+ "timestamp": "2023-05-20 00:00:00",
+ "amount": 24748.97,
+ "type": "withdrawal",
+ "counterparty": "银行理财",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202398589",
+ "timestamp": "2023-03-06 00:00:00",
+ "amount": -30800.25,
+ "type": "purchase",
+ "counterparty": "微信支付",
+ "remark": "转账"
+ }
+ ],
+ "fullName": "张军",
+ "accountNumber": "ACCT-0100",
+ "ssnLast4": "2402"
+ }
+ ]
+}
\ No newline at end of file
diff --git a/bank_users_en.json b/bank_users_en.json
new file mode 100644
index 00000000..42e076b8
--- /dev/null
+++ b/bank_users_en.json
@@ -0,0 +1,3322 @@
+{
+ "userData": [
+ {
+ "userId": "10001",
+ "username": "陈伟",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13035968176",
+ "accountType": "corporate",
+ "accountLevel": "gold",
+ "accountBalance": 203060.88,
+ "accountOpened": "2018-08-10",
+ "lastLogin": "2023-10-31T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202338285",
+ "timestamp": "2023-01-07 00:00:00",
+ "amount": -6025.95,
+ "type": "transfer",
+ "counterparty": "淘宝网",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202339552",
+ "timestamp": "2023-09-14 00:00:00",
+ "amount": 46045.46,
+ "type": "withdrawal",
+ "counterparty": "微信支付",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202341896",
+ "timestamp": "2023-05-20 00:00:00",
+ "amount": 11667.29,
+ "type": "purchase",
+ "counterparty": "",
+ "remark": "还款"
+ },
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+ "timestamp": "2023-08-05 00:00:00",
+ "amount": -44839.86,
+ "type": "other",
+ "counterparty": "淘宝网",
+ "remark": "工资"
+ }
+ ]
+ },
+ {
+ "userId": "10090",
+ "username": "陈超",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13218874994",
+ "accountType": "corporate",
+ "accountLevel": "platinum",
+ "accountBalance": 485131.55,
+ "accountOpened": "2023-01-31",
+ "lastLogin": "2023-10-06T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202308992",
+ "timestamp": "2023-10-25 00:00:00",
+ "amount": 5508.43,
+ "type": "other",
+ "counterparty": "",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202323707",
+ "timestamp": "2023-04-01 00:00:00",
+ "amount": -1803.73,
+ "type": "salary",
+ "counterparty": "银行理财",
+ "remark": "购物"
+ }
+ ]
+ },
+ {
+ "userId": "10091",
+ "username": "杨娜",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13890343367",
+ "accountType": "corporate",
+ "accountLevel": "platinum",
+ "accountBalance": 737929.35,
+ "accountOpened": "2018-08-20",
+ "lastLogin": "2023-11-09T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202335782",
+ "timestamp": "2023-09-22 00:00:00",
+ "amount": 22269.84,
+ "type": "purchase",
+ "counterparty": "美团外卖",
+ "remark": "工资"
+ },
+ {
+ "transactionId": "TXN202353960",
+ "timestamp": "2023-06-03 00:00:00",
+ "amount": 37207.28,
+ "type": "transfer",
+ "counterparty": "美团外卖",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202308299",
+ "timestamp": "2023-04-17 00:00:00",
+ "amount": 25849.85,
+ "type": "other",
+ "counterparty": "淘宝网",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202320571",
+ "timestamp": "2023-05-04 00:00:00",
+ "amount": -31307.77,
+ "type": "other",
+ "counterparty": "美团外卖",
+ "remark": "购物"
+ },
+ {
+ "transactionId": "TXN202345485",
+ "timestamp": "2023-07-15 00:00:00",
+ "amount": -11203.47,
+ "type": "salary",
+ "counterparty": "银行理财",
+ "remark": "还款"
+ }
+ ]
+ },
+ {
+ "userId": "10092",
+ "username": "刘勇",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13875149892",
+ "accountType": "corporate",
+ "accountLevel": "platinum",
+ "accountBalance": 966808.94,
+ "accountOpened": "2020-07-27",
+ "lastLogin": "2023-10-10T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202333557",
+ "timestamp": "2023-01-20 00:00:00",
+ "amount": -31917.89,
+ "type": "other",
+ "counterparty": "银行理财",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202328997",
+ "timestamp": "2023-10-21 00:00:00",
+ "amount": -6220.46,
+ "type": "other",
+ "counterparty": "美团外卖",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202309293",
+ "timestamp": "2023-06-18 00:00:00",
+ "amount": -7307.65,
+ "type": "other",
+ "counterparty": "",
+ "remark": "购物"
+ },
+ {
+ "transactionId": "TXN202347391",
+ "timestamp": "2023-02-11 00:00:00",
+ "amount": -3945.01,
+ "type": "other",
+ "counterparty": "支付宝",
+ "remark": "购物"
+ }
+ ]
+ },
+ {
+ "userId": "10093",
+ "username": "吴伟",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13667460570",
+ "accountType": "personal",
+ "accountLevel": "platinum",
+ "accountBalance": 95600.91,
+ "accountOpened": "2016-02-26",
+ "lastLogin": "2023-11-04T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202369258",
+ "timestamp": "2023-04-27 00:00:00",
+ "amount": -40056.11,
+ "type": "other",
+ "counterparty": "支付宝",
+ "remark": "投资"
+ },
+ {
+ "transactionId": "TXN202341890",
+ "timestamp": "2023-04-01 00:00:00",
+ "amount": -507.92,
+ "type": "other",
+ "counterparty": "美团外卖",
+ "remark": "购物"
+ },
+ {
+ "transactionId": "TXN202350867",
+ "timestamp": "2023-08-08 00:00:00",
+ "amount": 47687.85,
+ "type": "other",
+ "counterparty": "银行理财",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202300750",
+ "timestamp": "2023-03-25 00:00:00",
+ "amount": 329.71,
+ "type": "salary",
+ "counterparty": "微信支付",
+ "remark": "购物"
+ },
+ {
+ "transactionId": "TXN202331610",
+ "timestamp": "2023-08-09 00:00:00",
+ "amount": 34075.17,
+ "type": "transfer",
+ "counterparty": "微信支付",
+ "remark": "工资"
+ }
+ ]
+ },
+ {
+ "userId": "10094",
+ "username": "周勇",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13292114325",
+ "accountType": "personal",
+ "accountLevel": "silver",
+ "accountBalance": 977484.63,
+ "accountOpened": "2016-08-14",
+ "lastLogin": "2023-10-12T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202375858",
+ "timestamp": "2023-04-29 00:00:00",
+ "amount": -31988.28,
+ "type": "withdrawal",
+ "counterparty": "美团外卖",
+ "remark": "投资"
+ },
+ {
+ "transactionId": "TXN202374363",
+ "timestamp": "2023-05-20 00:00:00",
+ "amount": -36236.56,
+ "type": "other",
+ "counterparty": "",
+ "remark": ""
+ }
+ ]
+ },
+ {
+ "userId": "10095",
+ "username": "杨秀兰",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13399217488",
+ "accountType": "corporate",
+ "accountLevel": "silver",
+ "accountBalance": 249771.66,
+ "accountOpened": "2021-05-12",
+ "lastLogin": "2023-11-07T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202391820",
+ "timestamp": "2023-09-10 00:00:00",
+ "amount": 40112.65,
+ "type": "withdrawal",
+ "counterparty": "美团外卖",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202382023",
+ "timestamp": "2023-04-27 00:00:00",
+ "amount": 10962.41,
+ "type": "salary",
+ "counterparty": "支付宝",
+ "remark": "购物"
+ }
+ ]
+ },
+ {
+ "userId": "10096",
+ "username": "赵艳",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13082492960",
+ "accountType": "personal",
+ "accountLevel": "platinum",
+ "accountBalance": 746563.33,
+ "accountOpened": "2016-07-30",
+ "lastLogin": "2023-10-26T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202380238",
+ "timestamp": "2023-07-14 00:00:00",
+ "amount": 3478.23,
+ "type": "purchase",
+ "counterparty": "淘宝网",
+ "remark": "购物"
+ },
+ {
+ "transactionId": "TXN202329166",
+ "timestamp": "2023-04-06 00:00:00",
+ "amount": -8033.21,
+ "type": "purchase",
+ "counterparty": "支付宝",
+ "remark": "投资"
+ },
+ {
+ "transactionId": "TXN202384929",
+ "timestamp": "2023-05-17 00:00:00",
+ "amount": -28497.87,
+ "type": "other",
+ "counterparty": "美团外卖",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202309513",
+ "timestamp": "2023-09-21 00:00:00",
+ "amount": -46360.27,
+ "type": "withdrawal",
+ "counterparty": "美团外卖",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202395797",
+ "timestamp": "2023-01-10 00:00:00",
+ "amount": 30008.86,
+ "type": "withdrawal",
+ "counterparty": "京东商城",
+ "remark": ""
+ }
+ ]
+ },
+ {
+ "userId": "10097",
+ "username": "赵超",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13143370961",
+ "accountType": "corporate",
+ "accountLevel": "platinum",
+ "accountBalance": 759843.23,
+ "accountOpened": "2022-04-08",
+ "lastLogin": "2023-10-22T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202363361",
+ "timestamp": "2023-08-05 00:00:00",
+ "amount": -36688.63,
+ "type": "other",
+ "counterparty": "银行理财",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202345292",
+ "timestamp": "2023-08-23 00:00:00",
+ "amount": 11982.61,
+ "type": "other",
+ "counterparty": "微信支付",
+ "remark": "工资"
+ },
+ {
+ "transactionId": "TXN202376527",
+ "timestamp": "2023-07-29 00:00:00",
+ "amount": 22778.99,
+ "type": "withdrawal",
+ "counterparty": "淘宝网",
+ "remark": "转账"
+ }
+ ]
+ },
+ {
+ "userId": "10098",
+ "username": "李强",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13241088836",
+ "accountType": "corporate",
+ "accountLevel": "gold",
+ "accountBalance": 563062.06,
+ "accountOpened": "2023-05-05",
+ "lastLogin": "2023-10-03T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202398142",
+ "timestamp": "2023-03-20 00:00:00",
+ "amount": 4593.91,
+ "type": "purchase",
+ "counterparty": "银行理财",
+ "remark": "购物"
+ }
+ ]
+ },
+ {
+ "userId": "10099",
+ "username": "黄超",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13099928154",
+ "accountType": "corporate",
+ "accountLevel": "silver",
+ "accountBalance": 337408.64,
+ "accountOpened": "2019-01-18",
+ "lastLogin": "2023-10-16T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202344312",
+ "timestamp": "2023-04-28 00:00:00",
+ "amount": -46568.31,
+ "type": "transfer",
+ "counterparty": "淘宝网",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202335044",
+ "timestamp": "2023-08-01 00:00:00",
+ "amount": -41103.9,
+ "type": "other",
+ "counterparty": "",
+ "remark": "转账"
+ }
+ ]
+ },
+ {
+ "userId": "10100",
+ "username": "张军",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13679282402",
+ "accountType": "personal",
+ "accountLevel": "platinum",
+ "accountBalance": 336334.6,
+ "accountOpened": "2022-08-30",
+ "lastLogin": "2023-10-12T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202319888",
+ "timestamp": "2023-08-01 00:00:00",
+ "amount": 6855.89,
+ "type": "transfer",
+ "counterparty": "支付宝",
+ "remark": "工资"
+ },
+ {
+ "transactionId": "TXN202398557",
+ "timestamp": "2023-06-19 00:00:00",
+ "amount": 3474.1,
+ "type": "salary",
+ "counterparty": "微信支付",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202303579",
+ "timestamp": "2023-09-15 00:00:00",
+ "amount": 23361.64,
+ "type": "salary",
+ "counterparty": "支付宝",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202318826",
+ "timestamp": "2023-05-20 00:00:00",
+ "amount": 24748.97,
+ "type": "withdrawal",
+ "counterparty": "银行理财",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202398589",
+ "timestamp": "2023-03-06 00:00:00",
+ "amount": -30800.25,
+ "type": "purchase",
+ "counterparty": "微信支付",
+ "remark": "转账"
+ }
+ ]
+ }
+ ]
+}
\ No newline at end of file
diff --git a/huaweicloud_sis.py b/huaweicloud_sis.py
new file mode 100644
index 00000000..cb8fd9d5
--- /dev/null
+++ b/huaweicloud_sis.py
@@ -0,0 +1,102 @@
+# huaweicloud_sis.py
+import os, hmac, hashlib, base64, json, datetime, requests
+from typing import Tuple
+
+AK = os.getenv("HUAWEI_AK")
+SK = os.getenv("HUAWEI_SK")
+PROJECT_ID = os.getenv("HUAWEI_PROJECT_ID")
+REGION = os.getenv("HUAWEI_REGION", "cn-north-4")
+SIS_ENDPOINT = os.getenv("HUAWEI_SIS_ENDPOINT", f"https://sis-ext.{REGION}.myhuaweicloud.com").rstrip("/")
+
+if not (AK and SK and PROJECT_ID):
+ raise RuntimeError("请先设置 HUAWEI_AK / HUAWEI_SK / HUAWEI_PROJECT_ID（必填），HUAWEI_REGION 可选，HUAWEI_SIS_ENDPOINT 可选")
+
+def _utc_iso() -> str:
+ # 形如：20250829T080102Z
+ return datetime.datetime.utcnow().strftime("%Y%m%dT%H%M%SZ")
+
+def _canonical_request(method: str, path: str, query: str, headers: dict, body: bytes) -> Tuple[str, str]:
+ # 规范化 header：host + x-sdk-date 必须；其余按需增加
+ # 注意：Host 必须与实际域名一致
+ host = SIS_ENDPOINT.replace("https://", "").replace("http://", "")
+ x_sdk_date = headers.get("X-Sdk-Date") or _utc_iso()
+ headers["Host"] = host
+ headers["X-Sdk-Date"] = x_sdk_date
+
+ # 参与签名的头（小写、按字典序）
+ signed_header_keys = ["host", "x-sdk-date"]
+ canonical_headers = f"host:{host}\n" + f"x-sdk-date:{x_sdk_date}\n"
+ signed_headers = ";".join(signed_header_keys)
+
+ # body sha256
+ payload_hash = hashlib.sha256(body or b"").hexdigest()
+
+ # path & query 已经是规范形式（path 形如 /v1/{project_id}/tts）
+ canonical = "\n".join([
+ method.upper(),
+ path,
+ query or "",
+ canonical_headers,
+ signed_headers,
+ payload_hash
+ ])
+ return canonical, signed_headers
+
+def _sign(method: str, path: str, query: str, body: bytes, extra_headers: dict = None) -> dict:
+ """返回带 Authorization 的 headers；采用华为云 APIG V2 简化签名"""
+ headers = {"Content-Type": "application/json"}
+ if extra_headers:
+ headers.update(extra_headers)
+ canonical, signed_headers = _canonical_request(method, path, query, headers, body)
+ string_to_sign = canonical.encode("utf-8")
+ signature = hmac.new(SK.encode("utf-8"), string_to_sign, hashlib.sha256).hexdigest()
+ auth = f"HMAC-SHA256 Credential={AK}, SignedHeaders={signed_headers}, Signature={signature}"
+ headers["Authorization"] = auth
+ return headers
+
+def _request_json(method: str, url: str, path: str, body: dict, timeout: int = 60) -> dict:
+ body_bytes = json.dumps(body, ensure_ascii=False).encode("utf-8")
+ headers = _sign(method, path, "", body_bytes)
+ resp = requests.request(method, url, headers=headers, data=body_bytes, timeout=timeout)
+ if resp.status_code >= 300:
+ raise RuntimeError(f"SIS HTTP {resp.status_code}: {resp.text}")
+ return resp.json()
+
+# ===================== 一句话识别（短音频，<=1min，<=10MB） =====================
+def asr_short_sentence_wav16k(wav_bytes: bytes, lang="en_us") -> str:
+ # 参考属性：英文 16k
+ prop = "english_16k" if lang.lower().startswith("en") else "chinese_16k_general"
+ b64 = base64.b64encode(wav_bytes).decode("utf-8")
+ path = f"/v1/{PROJECT_ID}/short-audio"
+ url = f"{SIS_ENDPOINT}{path}"
+ body = {
+ "config": {
+ "audio_format": "wav",
+ "property": prop,
+ "add_punc": "yes"
+ },
+ "data": b64
+ }
+ data = _request_json("POST", url, path, body, timeout=90)
+ # 返回结构通常为 {"result":{"text":"..."}}
+ return (data.get("result") or {}).get("text", "")
+
+# ===================== 文本转语音（TTS） =====================
+def tts_text_to_wav(text: str, lang="en_us") -> bytes:
+ prop = "english_common" if lang.lower().startswith("en") else "chinese_xiaoyan_common"
+ path = f"/v1/{PROJECT_ID}/tts"
+ url = f"{SIS_ENDPOINT}{path}"
+ body = {
+ "text": text,
+ "config": {
+ "audio_format": "wav",
+ "sample_rate": "16000",
+ "property": prop
+ }
+ }
+ data = _request_json("POST", url, path, body, timeout=90)
+ # 返回结构通常为 {"result":{"data":"base64", "format":"wav"}}
+ b64 = (data.get("result") or {}).get("data", "")
+ if not b64:
+ raise RuntimeError(f"TTS返回空：{data}")
+ return base64.b64decode(b64)
diff --git a/recommend.py b/recommend.py
new file mode 100644
index 00000000..5383a005
--- /dev/null
+++ b/recommend.py
@@ -0,0 +1,62 @@
+from flask import Flask, request, jsonify
+import json
+
+app = Flask(__name__)
+
+# 加载用户画像数据
+with open('user_profiles.json', 'r', encoding='utf-8') as f:
+ user_profiles = json.load(f)["users"]
+
+# 产品推荐规则（可拓展）
+def recommend_products(profile):
+ risk = profile["riskLevel"]
+ income = profile["incomeLevel"]
+ experience = profile["investmentExperience"]
+
+ # 规则引擎示例（可根据实际需求调整）
+ if risk == "high":
+ return [
+ "Tech Growth Fund",
+ "Crypto Index ETF",
+ "AI Startups Portfolio"
+ ]
+ elif risk == "medium":
+ if experience in ["advanced", "moderate"]:
+ return [
+ "Global Equity Fund",
+ "Balanced Income Fund",
+ "Emerging Market ETF"
+ ]
+ else:
+ return [
+ "Balanced Income Fund",
+ "Index Bond Fund"
+ ]
+ else: # risk = low
+ return [
+ "Government Bond Fund",
+ "Fixed Income ETF",
+ "Capital Protection Plan"
+ ]
+
+@app.route('/api/recommend', methods=['POST'])
+def recommend():
+ data = request.get_json()
+ user_id = data.get("userId")
+
+ user = next((u for u in user_profiles if u["userId"] == user_id), None)
+ if not user:
+ return jsonify({"error": "User not found"}), 404
+
+ products = recommend_products(user)
+ summary = f"Hello {user['username']}, based on your profile (Risk: {user['riskLevel']}, Income: {user['incomeLevel']}), we recommend: {', '.join(products)}."
+
+ return jsonify({
+ "userId": user["userId"],
+ "username": user["username"],
+ "recommendedProducts": products,
+ "summary": summary
+ })
+
+if __name__ == '__main__':
+ app.run(host='0.0.0.0', port=5000, debug=True)
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 00000000..409e6181
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,6 @@
+fastapi==0.111.0
+uvicorn[standard]==0.30.0
+requests==2.32.3
+soundfile==0.12.1
+numpy==1.26.4
+python-multipart==0.0.9
\ No newline at end of file
diff --git a/summer-ospp/bankagent/Readme.md b/summer-ospp/bankagent/Readme.md
new file mode 100644
index 00000000..4d8307f6
--- /dev/null
+++ b/summer-ospp/bankagent/Readme.md
@@ -0,0 +1,4 @@
+1. 应用MindSporeNLP和生成式套件的ASR + lm +TTS功能
+2. 搭建了多个业务智能体，包括认证，查询，投资顾问，投诉等；完成多个智能体交互和意图识别功能
+3. 搭建后端服务层：大数据引擎用于用户画像；风控引擎用于规则和安全
+
diff --git a/summer-ospp/bankagent/arsr_tts/app.py b/summer-ospp/bankagent/arsr_tts/app.py
new file mode 100644
index 00000000..a7277fd4
--- /dev/null
+++ b/summer-ospp/bankagent/arsr_tts/app.py
@@ -0,0 +1,48 @@
+from fastapi import FastAPI, UploadFile, File, Header, HTTPException
+from fastapi.responses import StreamingResponse, JSONResponse
+import io
+from utils_audio import ensure_wav16k_mono
+from asr import asr_recognize_bytes
+from tts import tts_wav_bytes, tts_wav_base64
+
+# 固定 API Key，直接在代码里写死
+_API_KEY = "super_secret_12345"
+
+def _auth(x_api_key: str = Header(default=None, alias="X-API-Key")):
+ if x_api_key != _API_KEY:
+ raise HTTPException(status_code=401, detail="Unauthorized")
+
+app = FastAPI(title="Bank Agent ASR/TTS", version="0.1.0")
+
+@app.post("/asr")
+async def asr_endpoint(
+ file: UploadFile = File(...),
+ x_api_key: str = Header(default=None, alias="X-API-Key")
+):
+ _auth(x_api_key)
+ raw = await file.read()
+ wav16k = ensure_wav16k_mono(raw)
+ text = asr_recognize_bytes(wav16k)
+ return JSONResponse({"text": text})
+
+@app.post("/tts/wav")
+async def tts_wav_endpoint(
+ text: str,
+ x_api_key: str = Header(default=None, alias="X-API-Key")
+):
+ _auth(x_api_key)
+ wav = tts_wav_bytes(text)
+ return StreamingResponse(io.BytesIO(wav), media_type="audio/wav")
+
+@app.post("/tts/base64")
+async def tts_b64_endpoint(
+ text: str,
+ x_api_key: str = Header(default=None, alias="X-API-Key")
+):
+ _auth(x_api_key)
+ b64 = tts_wav_base64(text)
+ return JSONResponse({"audio_base64": b64, "mime": "audio/wav"})
+
+@app.get("/healthz")
+def healthz():
+ return {"ok": True}
diff --git a/summer-ospp/bankagent/arsr_tts/asr.py b/summer-ospp/bankagent/arsr_tts/asr.py
new file mode 100644
index 00000000..59467289
--- /dev/null
+++ b/summer-ospp/bankagent/arsr_tts/asr.py
@@ -0,0 +1,180 @@
+# asr_system.py
+import os
+import numpy as np
+import librosa
+import mindspore as ms
+import mindspore.nn as nn
+import mindspore.ops as ops
+from mindspore import Tensor, context
+from mindspore.dataset import GeneratorDataset
+from mindspore.train import Model, LossMonitor
+from mindspore.common.initializer import XavierUniform
+
+# ======================
+# 1. 数据预处理模块
+# ======================
+class LJSpeechDataset:
+ """LJSpeech数据集加载与特征提取"""
+ def __init__(self, data_path, sr=16000, n_mfcc=40):
+ self.wav_files = sorted([os.path.join(data_path, f) for f in os.listdir(data_path) if f.endswith('.wav')])
+ self.transcripts = self._load_transcripts()
+ self.sr = sr
+ self.n_mfcc = n_mfcc
+ self.char2idx = {'a': 0, 'b': 1, ...} # 实际使用时需要完整字符集
+ self.idx2char = {v: k for k, v in self.char2idx.items()}
+
+ def _load_transcripts(self):
+ """加载文本转录"""
+ transcripts = []
+ for wav_file in self.wav_files:
+ txt_file = wav_file.replace('.wav', '.txt')
+ with open(txt_file, 'r') as f:
+ transcripts.append(f.read().strip())
+ return transcripts
+
+ def __getitem__(self, index):
+ """提取MFCC特征和文本标签"""
+ # 音频处理
+ wav, _ = librosa.load(self.wav_files[index], sr=self.sr)
+ mfcc = librosa.feature.mfcc(y=wav, sr=self.sr, n_mfcc=self.n_mfcc)
+
+ # 文本处理
+ text = self.transcripts[index]
+ token_ids = [self.char2idx[c] for c in text if c in self.char2idx]
+
+ return mfcc.T, np.array(token_ids, dtype=np.int32)
+
+ def __len__(self):
+ return len(self.wav_files)
+
+# ======================
+# 2. 模型架构 (Transformer-based)
+# ======================
+class TransformerASR(nn.Cell):
+ """基于Transformer的ASR模型"""
+ def __init__(self, vocab_size, d_model=256, nhead=8, num_layers=6):
+ super().__init__()
+ self.d_model = d_model
+
+ # 音频特征编码
+ self.src_embed = nn.Dense(40, d_model)
+ self.pos_encoder = PositionalEncoding(d_model)
+
+ # Transformer主干
+ encoder_layer = nn.TransformerEncoderLayer(d_model, nhead, dim_feedforward=1024)
+ self.transformer_encoder = nn.TransformerEncoder(encoder_layer, num_layers)
+
+ # 文本解码
+ self.tgt_embed = nn.Embedding(vocab_size, d_model)
+ decoder_layer = nn.TransformerDecoderLayer(d_model, nhead, dim_feedforward=1024)
+ self.transformer_decoder = nn.TransformerDecoder(decoder_layer, num_layers)
+
+ # 输出层
+ self.fc_out = nn.Dense(d_model, vocab_size, weight_init=XavierUniform())
+
+ def construct(self, src, tgt):
+ # src: [batch, src_len, 40]
+ # tgt: [batch, tgt_len]
+
+ # 编码器处理音频特征
+ src = self.src_embed(src) * np.sqrt(self.d_model)
+ src = self.pos_encoder(src)
+ memory = self.transformer_encoder(src)
+
+ # 解码器生成文本
+ tgt = self.tgt_embed(tgt) * np.sqrt(self.d_model)
+ tgt = self.pos_encoder(tgt)
+ output = self.transformer_decoder(tgt, memory)
+
+ return self.fc_out(output)
+
+class PositionalEncoding(nn.Cell):
+ """Transformer位置编码"""
+ def __init__(self, d_model, max_len=5000):
+ super().__init__()
+ pe = np.zeros((max_len, d_model))
+ position = np.arange(0, max_len, dtype=np.float32).reshape(-1, 1)
+ div_term = np.exp(np.arange(0, d_model, 2) * (-np.log(10000.0) / d_model))
+ pe[:, 0::2] = np.sin(position * div_term)
+ pe[:, 1::2] = np.cos(position * div_term)
+ self.pe = Tensor(pe, ms.float32)
+
+ def construct(self, x):
+ return x + self.pe[:x.shape[1]]
+
+# ======================
+# 3. 训练流程
+# ======================
+def train_asr():
+ # 环境设置
+ context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
+
+ # 数据准备
+ dataset = LJSpeechDataset("data/LJSpeech-1.1")
+ train_data = GeneratorDataset(dataset, ["features", "labels"])
+ train_data = train_data.batch(32)
+
+ # 模型初始化
+ model = TransformerASR(vocab_size=len(dataset.char2idx))
+ loss_fn = nn.CrossEntropyLoss()
+ optimizer = nn.Adam(model.trainable_params(), learning_rate=0.0001)
+
+ # 定义训练网络
+ net = nn.WithLossCell(model, loss_fn)
+ train_net = nn.TrainOneStepCell(net, optimizer)
+
+ # 训练模型
+ model = Model(train_net)
+ model.train(epoch=10,
+ train_dataset=train_data,
+ callbacks=[LossMonitor()])
+
+ # 保存模型
+ ms.save_checkpoint(model, "asr_model.ckpt")
+
+# ======================
+# 4. 推理部署
+# ======================
+class ASRPredictor:
+ """ASR预测接口"""
+ def __init__(self, ckpt_path, char2idx):
+ self.model = TransformerASR(vocab_size=len(char2idx))
+ ms.load_checkpoint(ckpt_path, self.model)
+ self.model.set_train(False)
+ self.char2idx = char2idx
+ self.idx2char = {v: k for k, v in char2idx.items()}
+
+ def predict(self, wav_path):
+ # 特征提取
+ mfcc = self._extract_features(wav_path)
+ src = Tensor(mfcc[np.newaxis, ...], ms.float32)
+
+ # 自回归解码
+ tgt = Tensor([[self.char2idx['']]], ms.int32) # 开始符
+ output_ids = []
+
+ for _ in range(100): # 最大生成长度
+ outputs = self.model(src, tgt)
+ next_id = int(outputs[0, -1].argmax())
+ if next_id == self.char2idx['']: # 结束符
+ break
+ output_ids.append(next_id)
+ tgt = ops.concat((tgt, Tensor([[next_id]], ms.int32)), axis=1)
+
+ return ''.join([self.idx2char[i] for i in output_ids])
+
+ def _extract_features(self, wav_path):
+ wav, _ = librosa.load(wav_path, sr=16000)
+ return librosa.feature.mfcc(y=wav, sr=16000, n_mfcc=40).T
+
+# ======================
+# 5. 主程序入口
+# ======================
+if __name__ == "__main__":
+ # 训练模型
+ train_asr()
+
+ # 测试推理
+ predictor = ASRPredictor("asr_model.ckpt", char2idx={'a':0, 'b':1, ...})
+ result = predictor.predict("test.wav")
+ print("识别结果:", result)
diff --git a/summer-ospp/bankagent/arsr_tts/env.example b/summer-ospp/bankagent/arsr_tts/env.example
new file mode 100644
index 00000000..6a417e25
--- /dev/null
+++ b/summer-ospp/bankagent/arsr_tts/env.example
@@ -0,0 +1,11 @@
+# 必填
+export HUAWEI_AK="HPUAT6HFEYS1ZK55LT60"
+export HUAWEI_SK="6CYfD5a0x5bbkUxPm3tM2o9NCgTJ0CYPdWrITIHa"
+export HUAWEI_PROJECT_ID="01f29acd906249abb46328f2cab3d2f5" # 形如 3e77...bcc
+export HUAWEI_REGION="cn-north-4"
+
+# 可选：覆盖默认 endpoint；公网用 sis-ext，若后续走VPCEP就换成私网域名
+export HUAWEI_SIS_ENDPOINT="https://sis-ext.cn-north-4.myhuaweicloud.com"
+
+# 本服务 API Key（防止被未授权调用）
+export BANK_ASR_TTS_API_KEY="super_secret_12345"
diff --git a/summer-ospp/bankagent/arsr_tts/huaweicloud_sis.py b/summer-ospp/bankagent/arsr_tts/huaweicloud_sis.py
new file mode 100644
index 00000000..cb8fd9d5
--- /dev/null
+++ b/summer-ospp/bankagent/arsr_tts/huaweicloud_sis.py
@@ -0,0 +1,102 @@
+# huaweicloud_sis.py
+import os, hmac, hashlib, base64, json, datetime, requests
+from typing import Tuple
+
+AK = os.getenv("HUAWEI_AK")
+SK = os.getenv("HUAWEI_SK")
+PROJECT_ID = os.getenv("HUAWEI_PROJECT_ID")
+REGION = os.getenv("HUAWEI_REGION", "cn-north-4")
+SIS_ENDPOINT = os.getenv("HUAWEI_SIS_ENDPOINT", f"https://sis-ext.{REGION}.myhuaweicloud.com").rstrip("/")
+
+if not (AK and SK and PROJECT_ID):
+ raise RuntimeError("请先设置 HUAWEI_AK / HUAWEI_SK / HUAWEI_PROJECT_ID（必填），HUAWEI_REGION 可选，HUAWEI_SIS_ENDPOINT 可选")
+
+def _utc_iso() -> str:
+ # 形如：20250829T080102Z
+ return datetime.datetime.utcnow().strftime("%Y%m%dT%H%M%SZ")
+
+def _canonical_request(method: str, path: str, query: str, headers: dict, body: bytes) -> Tuple[str, str]:
+ # 规范化 header：host + x-sdk-date 必须；其余按需增加
+ # 注意：Host 必须与实际域名一致
+ host = SIS_ENDPOINT.replace("https://", "").replace("http://", "")
+ x_sdk_date = headers.get("X-Sdk-Date") or _utc_iso()
+ headers["Host"] = host
+ headers["X-Sdk-Date"] = x_sdk_date
+
+ # 参与签名的头（小写、按字典序）
+ signed_header_keys = ["host", "x-sdk-date"]
+ canonical_headers = f"host:{host}\n" + f"x-sdk-date:{x_sdk_date}\n"
+ signed_headers = ";".join(signed_header_keys)
+
+ # body sha256
+ payload_hash = hashlib.sha256(body or b"").hexdigest()
+
+ # path & query 已经是规范形式（path 形如 /v1/{project_id}/tts）
+ canonical = "\n".join([
+ method.upper(),
+ path,
+ query or "",
+ canonical_headers,
+ signed_headers,
+ payload_hash
+ ])
+ return canonical, signed_headers
+
+def _sign(method: str, path: str, query: str, body: bytes, extra_headers: dict = None) -> dict:
+ """返回带 Authorization 的 headers；采用华为云 APIG V2 简化签名"""
+ headers = {"Content-Type": "application/json"}
+ if extra_headers:
+ headers.update(extra_headers)
+ canonical, signed_headers = _canonical_request(method, path, query, headers, body)
+ string_to_sign = canonical.encode("utf-8")
+ signature = hmac.new(SK.encode("utf-8"), string_to_sign, hashlib.sha256).hexdigest()
+ auth = f"HMAC-SHA256 Credential={AK}, SignedHeaders={signed_headers}, Signature={signature}"
+ headers["Authorization"] = auth
+ return headers
+
+def _request_json(method: str, url: str, path: str, body: dict, timeout: int = 60) -> dict:
+ body_bytes = json.dumps(body, ensure_ascii=False).encode("utf-8")
+ headers = _sign(method, path, "", body_bytes)
+ resp = requests.request(method, url, headers=headers, data=body_bytes, timeout=timeout)
+ if resp.status_code >= 300:
+ raise RuntimeError(f"SIS HTTP {resp.status_code}: {resp.text}")
+ return resp.json()
+
+# ===================== 一句话识别（短音频，<=1min，<=10MB） =====================
+def asr_short_sentence_wav16k(wav_bytes: bytes, lang="en_us") -> str:
+ # 参考属性：英文 16k
+ prop = "english_16k" if lang.lower().startswith("en") else "chinese_16k_general"
+ b64 = base64.b64encode(wav_bytes).decode("utf-8")
+ path = f"/v1/{PROJECT_ID}/short-audio"
+ url = f"{SIS_ENDPOINT}{path}"
+ body = {
+ "config": {
+ "audio_format": "wav",
+ "property": prop,
+ "add_punc": "yes"
+ },
+ "data": b64
+ }
+ data = _request_json("POST", url, path, body, timeout=90)
+ # 返回结构通常为 {"result":{"text":"..."}}
+ return (data.get("result") or {}).get("text", "")
+
+# ===================== 文本转语音（TTS） =====================
+def tts_text_to_wav(text: str, lang="en_us") -> bytes:
+ prop = "english_common" if lang.lower().startswith("en") else "chinese_xiaoyan_common"
+ path = f"/v1/{PROJECT_ID}/tts"
+ url = f"{SIS_ENDPOINT}{path}"
+ body = {
+ "text": text,
+ "config": {
+ "audio_format": "wav",
+ "sample_rate": "16000",
+ "property": prop
+ }
+ }
+ data = _request_json("POST", url, path, body, timeout=90)
+ # 返回结构通常为 {"result":{"data":"base64", "format":"wav"}}
+ b64 = (data.get("result") or {}).get("data", "")
+ if not b64:
+ raise RuntimeError(f"TTS返回空：{data}")
+ return base64.b64decode(b64)
diff --git a/summer-ospp/bankagent/arsr_tts/luyin.py b/summer-ospp/bankagent/arsr_tts/luyin.py
new file mode 100644
index 00000000..43dce716
--- /dev/null
+++ b/summer-ospp/bankagent/arsr_tts/luyin.py
@@ -0,0 +1,12 @@
+import sounddevice as sd
+import soundfile as sf
+
+fs = 16000 # 采样率
+seconds = 3 # 录音时长
+
+print("开始录音...")
+audio = sd.rec(int(seconds * fs), samplerate=fs, channels=1, dtype='int16')
+sd.wait()
+print("录音完成，保存为 sample.wav")
+
+sf.write("sample.wav", audio, fs)
diff --git a/summer-ospp/bankagent/arsr_tts/requirements.txt b/summer-ospp/bankagent/arsr_tts/requirements.txt
new file mode 100644
index 00000000..409e6181
--- /dev/null
+++ b/summer-ospp/bankagent/arsr_tts/requirements.txt
@@ -0,0 +1,6 @@
+fastapi==0.111.0
+uvicorn[standard]==0.30.0
+requests==2.32.3
+soundfile==0.12.1
+numpy==1.26.4
+python-multipart==0.0.9
\ No newline at end of file
diff --git a/summer-ospp/bankagent/arsr_tts/tts.py b/summer-ospp/bankagent/arsr_tts/tts.py
new file mode 100644
index 00000000..0bea0e6b
--- /dev/null
+++ b/summer-ospp/bankagent/arsr_tts/tts.py
@@ -0,0 +1,9 @@
+# tts.py
+import base64
+from huaweicloud_sis import tts_text_to_wav
+
+def tts_wav_bytes(text: str) -> bytes:
+ return tts_text_to_wav(text, lang="en_us")
+
+def tts_wav_base64(text: str) -> str:
+ return base64.b64encode(tts_wav_bytes(text)).decode("utf-8")
diff --git a/summer-ospp/bankagent/arsr_tts/utils_audio.py b/summer-ospp/bankagent/arsr_tts/utils_audio.py
new file mode 100644
index 00000000..100dfe53
--- /dev/null
+++ b/summer-ospp/bankagent/arsr_tts/utils_audio.py
@@ -0,0 +1,57 @@
+# utils_audio.py —— 无需 soundfile；优先使用 ffmpeg，失败则纯 Python WAV 兜底
+import io, os, shutil, subprocess, numpy as np, wave
+
+def _has_ffmpeg():
+ return shutil.which("ffmpeg") is not None
+
+def _resample_linear(x: np.ndarray, src_sr: int, dst_sr: int) -> np.ndarray:
+ if src_sr == dst_sr:
+ return x.astype(np.float32)
+ t_old = np.linspace(0, len(x)/src_sr, num=len(x), endpoint=False)
+ t_new = np.linspace(0, len(x)/src_sr, num=int(len(x)*dst_sr/src_sr), endpoint=False)
+ y = np.interp(t_new, t_old, x).astype(np.float32)
+ return y
+
+def _wav_bytes_to_np(raw_bytes: bytes):
+ # 兜底方案，仅支持 PCM WAV
+ bio = io.BytesIO(raw_bytes)
+ with wave.open(bio, 'rb') as wf:
+ n_channels = wf.getnchannels()
+ sampwidth = wf.getsampwidth()
+ framerate = wf.getframerate()
+ n_frames = wf.getnframes()
+ pcm = wf.readframes(n_frames)
+ if sampwidth == 2:
+ dtype = np.int16
+ data = np.frombuffer(pcm, dtype=dtype).astype(np.float32) / 32768.0
+ else:
+ data = np.frombuffer(pcm, dtype=np.uint8).astype(np.float32)
+ data = (data - 128.0) / 128.0
+ if n_channels > 1:
+ data = data.reshape(-1, n_channels).mean(axis=1)
+ return data, int(framerate)
+
+def ensure_wav16k_mono(raw_bytes: bytes) -> bytes:
+ """将任意输入音频转成 16kHz/mono 的 WAV（bytes）"""
+ if _has_ffmpeg():
+ try:
+ p = subprocess.run(
+ ["ffmpeg", "-hide_banner", "-loglevel", "error",
+ "-i", "pipe:0", "-f", "wav", "-ar", "16000", "-ac", "1", "pipe:1"],
+ input=raw_bytes, stdout=subprocess.PIPE, stderr=subprocess.PIPE, check=True
+ )
+ return p.stdout
+ except subprocess.CalledProcessError:
+ pass
+
+ # 没有 ffmpeg，兜底：只能处理 WAV
+ data, sr = _wav_bytes_to_np(raw_bytes)
+ data = _resample_linear(data, sr, 16000)
+ bio = io.BytesIO()
+ with wave.open(bio, 'wb') as wf:
+ wf.setnchannels(1)
+ wf.setsampwidth(2) # 16-bit PCM
+ wf.setframerate(16000)
+ pcm = np.clip(data * 32767.0, -32768, 32767).astype(np.int16).tobytes()
+ wf.writeframes(pcm)
+ return bio.getvalue()
diff --git a/summer-ospp/bankagent/bank-user/# dify_integration.py b/summer-ospp/bankagent/bank-user/# dify_integration.py
new file mode 100644
index 00000000..327ae5f5
--- /dev/null
+++ b/summer-ospp/bankagent/bank-user/# dify_integration.py
@@ -0,0 +1,26 @@
+# dify_integration.py
+from account_manager import AccountManager
+
+account_manager = AccountManager()
+
+def authenticate_user(username, password):
+ """用于Dify认证的API端点"""
+ account = account_manager.authenticate(username, password)
+ if account:
+ return {
+ "success": True,
+ "user_id": account['user_id'],
+ "account_type": account['account_type']
+ }
+ return {"success": False, "message": "Invalid credentials"}
+
+def get_account_info(user_id):
+ """获取账户信息供智能体使用"""
+ account = account_manager.get_account(user_id)
+ if account:
+ return {
+ "balance": account['account_balance'],
+ "phone": account['phone'],
+ "transactions": account['transactions']
+ }
+ return None
\ No newline at end of file
diff --git a/summer-ospp/bankagent/bank-user/# generate_test_data.py b/summer-ospp/bankagent/bank-user/# generate_test_data.py
new file mode 100644
index 00000000..395490d9
--- /dev/null
+++ b/summer-ospp/bankagent/bank-user/# generate_test_data.py
@@ -0,0 +1,37 @@
+# generate_test_data.py
+import json
+import random
+import hashlib
+from datetime import datetime, timedelta
+
+def generate_accounts(num=10):
+ accounts = []
+ for i in range(1, num+1):
+ user_id = f"100{i:02d}"
+ accounts.append({
+ "user_id": user_id,
+ "username": f"customer{i}",
+ "password": hashlib.sha256(f"Password123!{i}".encode()).hexdigest(),
+ "phone": f"13800138{random.randint(100,999)}",
+ "account_type": random.choice(["personal", "business"]),
+ "account_balance": round(random.uniform(1000, 1000000), 2),
+ "last_login": (datetime.utcnow() - timedelta(days=random.randint(0,30))).isoformat() + 'Z',
+ "transactions": generate_transactions()
+ })
+ return accounts
+
+def generate_transactions(max_txns=5):
+ txns = []
+ for i in range(random.randint(1, max_txns)):
+ txns.append({
+ "id": f"txn{random.randint(1000,9999)}",
+ "date": (datetime.utcnow() - timedelta(days=random.randint(1,90))).strftime("%Y-%m-%d"),
+ "amount": round(random.uniform(10, 10000), 2),
+ "type": random.choice(["deposit", "withdrawal", "transfer"])
+ })
+ return txns
+
+if __name__ == "__main__":
+ accounts = generate_accounts()
+ with open('bank_users.json', 'w') as f:
+ json.dump(accounts, f, indent=2)
\ No newline at end of file
diff --git a/summer-ospp/bankagent/bank-user/# test_asr.py b/summer-ospp/bankagent/bank-user/# test_asr.py
new file mode 100644
index 00000000..4fd28b10
--- /dev/null
+++ b/summer-ospp/bankagent/bank-user/# test_asr.py
@@ -0,0 +1,39 @@
+# test_asr.py
+import requests
+import os
+
+def test_asr():
+ """测试ASR功能"""
+ print("测试语音识别功能...")
+
+ # 你可以录制一个英文语音文件来测试，或者使用现有的
+ test_audio_file = "E:\guolei\Documents\bank-user\tts_output\tts_1756829756_5376c557.wav" # 替换为你的测试文件
+
+ if not os.path.exists(test_audio_file):
+ print("请先创建一个测试音频文件")
+ return
+
+ try:
+ with open(test_audio_file, 'rb') as f:
+ files = {'audio': (test_audio_file, f, 'audio/wav')}
+ data = {'language': 'en'}
+
+ response = requests.post(
+ "http://127.0.0.1:8080/asr/transcribe",
+ files=files,
+ data=data,
+ timeout=30
+ )
+
+ print(f"状态码: {response.status_code}")
+ if response.status_code == 200:
+ result = response.json()
+ print(f"识别结果: {result}")
+ else:
+ print(f"错误: {response.text}")
+
+ except Exception as e:
+ print(f"测试失败: {e}")
+
+if __name__ == "__main__":
+ test_asr()
\ No newline at end of file
diff --git a/summer-ospp/bankagent/bank-user/__pycache__/account_manager.cpython-39.pyc b/summer-ospp/bankagent/bank-user/__pycache__/account_manager.cpython-39.pyc
new file mode 100644
index 00000000..686ff3ff
Binary files /dev/null and b/summer-ospp/bankagent/bank-user/__pycache__/account_manager.cpython-39.pyc differ
diff --git a/summer-ospp/bankagent/bank-user/account_manager.py b/summer-ospp/bankagent/bank-user/account_manager.py
new file mode 100644
index 00000000..a22bdfdb
--- /dev/null
+++ b/summer-ospp/bankagent/bank-user/account_manager.py
@@ -0,0 +1,46 @@
+# account_manager.py
+import json
+import hashlib
+from datetime import datetime
+
+class AccountManager:
+ def __init__(self, json_file='accounts.json'):
+ self.json_file = json_file
+ self.accounts = self._load_accounts()
+
+ def _load_accounts(self):
+ try:
+ with open(self.json_file, 'r') as f:
+ return json.load(f)
+ except FileNotFoundError:
+ return []
+
+ def _save_accounts(self):
+ with open(self.json_file, 'w') as f:
+ json.dump(self.accounts, f, indent=2)
+
+ def hash_password(self, password):
+ return hashlib.sha256(password.encode()).hexdigest()
+
+ def authenticate(self, username, password):
+ hashed_pw = self.hash_password(password)
+ for account in self.accounts:
+ if account['username'] == username and account['password'] == hashed_pw:
+ account['last_login'] = datetime.utcnow().isoformat() + 'Z'
+ self._save_accounts()
+ return account
+ return None
+
+ def get_account(self, user_id):
+ for account in self.accounts:
+ if account['user_id'] == user_id:
+ return account
+ return None
+
+ def update_account(self, user_id, updates):
+ for i, account in enumerate(self.accounts):
+ if account['user_id'] == user_id:
+ self.accounts[i].update(updates)
+ self._save_accounts()
+ return True
+ return False
\ No newline at end of file
diff --git a/summer-ospp/bankagent/bank-user/accounts.json b/summer-ospp/bankagent/bank-user/accounts.json
new file mode 100644
index 00000000..8734d176
--- /dev/null
+++ b/summer-ospp/bankagent/bank-user/accounts.json
@@ -0,0 +1,322 @@
+[
+ {
+ "user_id": "10001",
+ "username": "customer1",
+ "password": "8af81c3b9d9f5d902561a779e6d37decb9fc5858e004e32a6eb514a92f2d0bfb",
+ "phone": "13800138107",
+ "account_type": "personal",
+ "account_balance": 234217.46,
+ "last_login": "2025-07-02T07:41:43.780175Z",
+ "transactions": [
+ {
+ "id": "txn6124",
+ "date": "2025-05-09",
+ "amount": 9249.67,
+ "type": "transfer"
+ },
+ {
+ "id": "txn6358",
+ "date": "2025-07-10",
+ "amount": 4263.38,
+ "type": "withdrawal"
+ },
+ {
+ "id": "txn3689",
+ "date": "2025-04-29",
+ "amount": 8558.66,
+ "type": "withdrawal"
+ }
+ ]
+ },
+ {
+ "user_id": "10002",
+ "username": "customer2",
+ "password": "1d3f3605f8b5373d88e5e92593f990e2d23c336250b8cdc420f0ca7cbfa8c20d",
+ "phone": "13800138721",
+ "account_type": "business",
+ "account_balance": 829808.13,
+ "last_login": "2025-07-09T07:41:43.780175Z",
+ "transactions": [
+ {
+ "id": "txn6753",
+ "date": "2025-06-14",
+ "amount": 3309.07,
+ "type": "transfer"
+ },
+ {
+ "id": "txn4797",
+ "date": "2025-04-21",
+ "amount": 652.15,
+ "type": "withdrawal"
+ },
+ {
+ "id": "txn6183",
+ "date": "2025-04-24",
+ "amount": 6334.77,
+ "type": "withdrawal"
+ },
+ {
+ "id": "txn5757",
+ "date": "2025-06-23",
+ "amount": 5702.16,
+ "type": "deposit"
+ }
+ ]
+ },
+ {
+ "user_id": "10003",
+ "username": "customer3",
+ "password": "597c9ccb46ebe29a6f8eb7f55f90533bd5943a87d50926fb3850667ad19dc3c2",
+ "phone": "13800138729",
+ "account_type": "personal",
+ "account_balance": 937734.06,
+ "last_login": "2025-07-05T07:41:43.780175Z",
+ "transactions": [
+ {
+ "id": "txn7990",
+ "date": "2025-06-08",
+ "amount": 7627.04,
+ "type": "transfer"
+ },
+ {
+ "id": "txn4376",
+ "date": "2025-07-13",
+ "amount": 8529.0,
+ "type": "transfer"
+ },
+ {
+ "id": "txn1179",
+ "date": "2025-05-17",
+ "amount": 3738.13,
+ "type": "withdrawal"
+ },
+ {
+ "id": "txn2730",
+ "date": "2025-05-14",
+ "amount": 1663.73,
+ "type": "withdrawal"
+ },
+ {
+ "id": "txn1066",
+ "date": "2025-06-15",
+ "amount": 1387.96,
+ "type": "withdrawal"
+ }
+ ]
+ },
+ {
+ "user_id": "10004",
+ "username": "customer4",
+ "password": "9ff49c3319cfe44e32ce0e45f2ac03e844ca0018752743b2d6aa787a96bce7c2",
+ "phone": "13800138525",
+ "account_type": "personal",
+ "account_balance": 945917.47,
+ "last_login": "2025-07-09T07:41:43.780175Z",
+ "transactions": [
+ {
+ "id": "txn7714",
+ "date": "2025-06-13",
+ "amount": 4575.7,
+ "type": "withdrawal"
+ },
+ {
+ "id": "txn8948",
+ "date": "2025-07-09",
+ "amount": 5732.32,
+ "type": "withdrawal"
+ },
+ {
+ "id": "txn4681",
+ "date": "2025-05-01",
+ "amount": 438.3,
+ "type": "transfer"
+ }
+ ]
+ },
+ {
+ "user_id": "10005",
+ "username": "customer5",
+ "password": "a4dd171ed8d6cd1a9cf49b7e1a6a950aafd3dd2dfc367bd9732ee1373d0045f3",
+ "phone": "13800138315",
+ "account_type": "business",
+ "account_balance": 103551.38,
+ "last_login": "2025-06-24T07:41:43.780175Z",
+ "transactions": [
+ {
+ "id": "txn3169",
+ "date": "2025-05-05",
+ "amount": 762.05,
+ "type": "deposit"
+ },
+ {
+ "id": "txn8725",
+ "date": "2025-06-10",
+ "amount": 538.61,
+ "type": "deposit"
+ },
+ {
+ "id": "txn2751",
+ "date": "2025-05-09",
+ "amount": 7424.85,
+ "type": "transfer"
+ },
+ {
+ "id": "txn5671",
+ "date": "2025-05-26",
+ "amount": 7941.67,
+ "type": "withdrawal"
+ },
+ {
+ "id": "txn4290",
+ "date": "2025-07-06",
+ "amount": 6917.5,
+ "type": "deposit"
+ }
+ ]
+ },
+ {
+ "user_id": "10006",
+ "username": "customer6",
+ "password": "450a792bdbc9296a1573ff332fe8cc3d5f99468322452208435f6a95669bf4a8",
+ "phone": "13800138616",
+ "account_type": "business",
+ "account_balance": 648550.25,
+ "last_login": "2025-06-22T07:41:43.780175Z",
+ "transactions": [
+ {
+ "id": "txn2637",
+ "date": "2025-07-03",
+ "amount": 6977.04,
+ "type": "transfer"
+ },
+ {
+ "id": "txn4553",
+ "date": "2025-05-16",
+ "amount": 6347.8,
+ "type": "deposit"
+ }
+ ]
+ },
+ {
+ "user_id": "10007",
+ "username": "customer7",
+ "password": "2aa88297d3536a340855b0422df832b43b0a450f7cefe23a097e896199805894",
+ "phone": "13800138469",
+ "account_type": "personal",
+ "account_balance": 40888.19,
+ "last_login": "2025-06-18T07:41:43.780175Z",
+ "transactions": [
+ {
+ "id": "txn6706",
+ "date": "2025-05-24",
+ "amount": 5094.16,
+ "type": "transfer"
+ },
+ {
+ "id": "txn2052",
+ "date": "2025-04-29",
+ "amount": 996.17,
+ "type": "withdrawal"
+ },
+ {
+ "id": "txn9779",
+ "date": "2025-04-29",
+ "amount": 4584.1,
+ "type": "deposit"
+ },
+ {
+ "id": "txn9492",
+ "date": "2025-06-19",
+ "amount": 3696.52,
+ "type": "transfer"
+ },
+ {
+ "id": "txn7805",
+ "date": "2025-04-27",
+ "amount": 7653.58,
+ "type": "deposit"
+ }
+ ]
+ },
+ {
+ "user_id": "10008",
+ "username": "customer8",
+ "password": "835ffb581a477770a5d0fea900c54af3d55ef6d3cc972860cd1e16f70854d748",
+ "phone": "13800138750",
+ "account_type": "personal",
+ "account_balance": 877665.97,
+ "last_login": "2025-07-06T07:41:43.780175Z",
+ "transactions": [
+ {
+ "id": "txn3723",
+ "date": "2025-05-14",
+ "amount": 9481.56,
+ "type": "withdrawal"
+ },
+ {
+ "id": "txn7582",
+ "date": "2025-07-07",
+ "amount": 39.02,
+ "type": "deposit"
+ },
+ {
+ "id": "txn5261",
+ "date": "2025-05-25",
+ "amount": 7928.78,
+ "type": "transfer"
+ }
+ ]
+ },
+ {
+ "user_id": "10009",
+ "username": "customer9",
+ "password": "5070d27306c2b2e94641b05ed5ebb7f1d8f3f9f873647db64f002a54517ba6fe",
+ "phone": "13800138914",
+ "account_type": "personal",
+ "account_balance": 140305.3,
+ "last_login": "2025-07-13T07:41:43.780175Z",
+ "transactions": [
+ {
+ "id": "txn9467",
+ "date": "2025-05-21",
+ "amount": 9388.58,
+ "type": "transfer"
+ },
+ {
+ "id": "txn3819",
+ "date": "2025-07-10",
+ "amount": 6530.43,
+ "type": "deposit"
+ },
+ {
+ "id": "txn4359",
+ "date": "2025-06-18",
+ "amount": 2497.94,
+ "type": "withdrawal"
+ }
+ ]
+ },
+ {
+ "user_id": "10010",
+ "username": "customer10",
+ "password": "7aad492fabb3d0becf84256b5755573e69ad0ff48d02d1d1a08a1f8380e0d43f",
+ "phone": "13800138335",
+ "account_type": "business",
+ "account_balance": 531803.65,
+ "last_login": "2025-06-28T07:41:43.780175Z",
+ "transactions": [
+ {
+ "id": "txn4425",
+ "date": "2025-05-22",
+ "amount": 5138.09,
+ "type": "deposit"
+ },
+ {
+ "id": "txn4427",
+ "date": "2025-06-12",
+ "amount": 555.06,
+ "type": "transfer"
+ }
+ ]
+ }
+]
\ No newline at end of file
diff --git a/summer-ospp/bankagent/bank-user/app.py b/summer-ospp/bankagent/bank-user/app.py
new file mode 100644
index 00000000..f20c40ca
--- /dev/null
+++ b/summer-ospp/bankagent/bank-user/app.py
@@ -0,0 +1,329 @@
+from flask import Flask, request, jsonify
+import json
+import hashlib
+import os, time, threading
+
+app = Flask(__name__)
+
+# ======= 数据加载 =======
+with open('bank_users.json', 'r', encoding='utf-8') as f:
+ users = json.load(f)["userData"]
+
+# 可选：画像文件，用于投资推荐（若没有该文件，请先生成或按需调整）
+try:
+ with open('user_profiles.json', 'r', encoding='utf-8') as f:
+ user_profiles = {u["userId"]: u for u in json.load(f)["users"]}
+except Exception:
+ user_profiles = {} # 没有画像文件时置空，也能跑，只是推荐逻辑将退化为保守方案
+
+# ======= 投诉数据文件（最小持久化） =======
+TICKETS_FILE = 'tickets.json'
+_tickets_lock = threading.Lock()
+
+def _load_tickets():
+ if not os.path.exists(TICKETS_FILE):
+ return {"tickets": []}
+ with open(TICKETS_FILE, 'r', encoding='utf-8') as f:
+ return json.load(f)
+
+def _save_tickets(data):
+ with _tickets_lock:
+ with open(TICKETS_FILE, 'w', encoding='utf-8') as f:
+ json.dump(data, f, ensure_ascii=False, indent=2)
+
+def _gen_ticket_id():
+ # TKT-YYYYMMDD-abcdef（毫秒简化）
+ return f"TKT-{time.strftime('%Y%m%d')}-{int(time.time()*1000)%1000000:06d}"
+
+def _now_iso():
+ return time.strftime('%Y-%m-%dT%H:%M:%SZ', time.gmtime())
+
+
+# ======= 工具函数 =======
+def md5_hash(text: str) -> str:
+ return hashlib.md5(text.encode('utf-8')).hexdigest()
+
+def find_user_by_phone_password(phone: str, password_plain: str):
+ """根据手机号+明文密码返回用户对象，不存在返回 None"""
+ if not phone or not password_plain:
+ return None
+ hashed = md5_hash(password_plain)
+ for u in users:
+ if u.get('phoneNumber') == phone and u.get('password') == hashed:
+ return u
+ return None
+
+def find_user_by_id(user_id: str):
+ for u in users:
+ if u.get('userId') == user_id:
+ return u
+ return None
+
+def recommend_by_profile(profile: dict):
+ """
+ 基于画像给出示例推荐清单。
+ 你可按业务需求替换成更精细的规则或模型打分。
+ """
+ risk = (profile.get("riskLevel") or "low").lower()
+ exp = (profile.get("investmentExperience") or "none").lower()
+ income = (profile.get("incomeLevel") or "low").lower()
+
+ # 简单规则示例
+ if risk == "high":
+ products = [
+ "Tech Growth Fund",
+ "Crypto Index ETF",
+ "AI Startups Portfolio"
+ ]
+ elif risk == "medium":
+ if exp in ["advanced", "moderate"]:
+ products = [
+ "Global Equity Fund",
+ "Balanced Income Fund",
+ "Emerging Market ETF"
+ ]
+ else:
+ products = [
+ "Balanced Income Fund",
+ "Index Bond Fund"
+ ]
+ else: # low
+ products = [
+ "Government Bond Fund",
+ "Fixed Income ETF",
+ "Capital Protection Plan"
+ ]
+
+ # 可按收入微调（演示）
+ if income == "high" and "Capital Protection Plan" in products:
+ products.remove("Capital Protection Plan")
+ products.append("Investment-Grade Corporate Bond Fund")
+
+ return products
+
+
+# ======= 接口实现 =======
+
+# 🔐 用户认证
+@app.route('/api/authenticate', methods=['POST'])
+def authenticate_user():
+ data = request.get_json(silent=True) or {}
+ phone_number = data.get("phoneNumber")
+ password = data.get("password")
+ if not phone_number or not password:
+ return jsonify({"status": "fail", "message": "Missing phoneNumber or password"}), 400
+
+ user = find_user_by_phone_password(phone_number, password)
+ if user:
+ summary_text = (
+ f"{user['username']}, you have successfully logged in. "
+ f"Your account type is {user['accountType']}, and your level is {user['accountLevel']}."
+ )
+ return jsonify({
+ "userId": user['userId'],
+ "username": user['username'],
+ "accountLevel": user['accountLevel'],
+ "accountType": user['accountType'],
+ "status": "active",
+ "text": summary_text
+ })
+ return jsonify({"status": "fail", "message": "Authentication failed"}), 401
+
+
+# 💰 余额查询
+@app.route('/api/balance', methods=['POST'])
+def balance_query():
+ data = request.get_json(silent=True) or {}
+ phone_number = data.get("phoneNumber")
+ password = data.get("password")
+ if not phone_number or not password:
+ return jsonify({"error": "Missing phoneNumber or password"}), 400
+
+ user = find_user_by_phone_password(phone_number, password)
+ if user:
+ return jsonify({
+ "username": user['username'],
+ "accountBalance": user['accountBalance'],
+ "accountLevel": user['accountLevel'],
+ "text": f"{user['username']}, your current account balance is {user['accountBalance']:,.2f} RMB."
+ })
+ return jsonify({"error": "Unauthorized or user not found"}), 401
+
+
+# 📄 交易记录查询
+@app.route('/api/transactions', methods=['POST'])
+def transaction_query():
+ data = request.get_json(silent=True) or {}
+ phone_number = data.get("phoneNumber")
+ password = data.get("password")
+ if not phone_number or not password:
+ return jsonify({"error": "Missing phoneNumber or password"}), 400
+
+ user = find_user_by_phone_password(phone_number, password)
+ if user:
+ transactions = user.get('transactions', [])
+ summary = []
+ for tx in transactions[:3]: # 仅摘要前三条
+ ts = tx.get('timestamp', 'N/A')
+ ttype = tx.get('type', 'N/A')
+ amt = tx.get('amount', 0.0)
+ summary.append(f"{ts}: {ttype} of {amt:,.2f} RMB")
+ summary_text = (
+ f"{user['username']}, here are your recent transactions: " + "; ".join(summary) + "."
+ if summary else f"{user['username']}, no recent transactions were found."
+ )
+ return jsonify({
+ "username": user['username'],
+ "transactions": transactions,
+ "text": summary_text
+ })
+ return jsonify({"error": "Unauthorized"}), 401
+
+
+# 🧠 投资产品推荐
+# 入参优先级：userId > (phoneNumber + password)
+# 返回字段：username, recommendedProducts[], summary（并镜像到 text，便于 Dify 映射为主输出）
+@app.route('/api/recommend', methods=['POST'])
+def recommend_products():
+ data = request.get_json(silent=True) or {}
+ print("[/api/recommend] body:", data)
+
+ # 1) 优先使用 userId
+ user_id = data.get("userId")
+ user = None
+ if user_id:
+ user = find_user_by_id(user_id)
+ print(f" lookup by userId={user_id} -> {bool(user)}")
+
+ # 2) 若无 userId，则允许用 phoneNumber + password 先认证
+ if not user and ("phoneNumber" in data and "password" in data):
+ phone = data.get("phoneNumber")
+ password = data.get("password")
+ user = find_user_by_phone_password(phone, password)
+ print(f" lookup by phone={phone} -> {bool(user)}")
+
+ if not user:
+ return jsonify({"error": "User not found or unauthorized. Please provide valid userId or phoneNumber/password."}), 401
+
+ # 3) 画像获取
+ profile = user_profiles.get(user["userId"], {
+ "userId": user["userId"],
+ "username": user["username"],
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "none"
+ })
+ products = recommend_by_profile(profile)
+
+ summary = (
+ f"Hello {user['username']}, based on your profile (Risk: {profile.get('riskLevel', 'low')}, "
+ f"Income: {profile.get('incomeLevel', 'low')}), we recommend: {', '.join(products)}."
+ )
+
+ return jsonify({
+ "username": user["username"],
+ "recommendedProducts": products,
+ "summary": summary,
+ "text": summary
+ })
+
+
+# ===================== 投诉接口 =====================
+
+def _ensure_user_by_payload(data):
+ """
+ 支持两种方式关联用户：
+ 1) 直接传 userId
+ 2) 传 phoneNumber + password（明文），后端校验
+ （如你已实现 Bearer token，可在此处优先校验 Authorization 头）
+ """
+ # 1) userId
+ user_id = data.get("userId")
+ if user_id:
+ u = find_user_by_id(user_id)
+ if u:
+ return u
+
+ # 2) phoneNumber + password
+ phone = data.get("phoneNumber")
+ pwd = data.get("password")
+ if phone and pwd:
+ u = find_user_by_phone_password(phone, pwd)
+ if u:
+ return u
+
+ return None
+
+
+# 创建投诉单
+@app.route('/api/tickets', methods=['POST'])
+def create_ticket():
+ body = request.get_json(silent=True) or {}
+ print("[/api/tickets] body:", body)
+
+ # 关联用户
+ user = _ensure_user_by_payload(body)
+ if not user:
+ return jsonify({"error": "Unauthorized or user not found"}), 401
+
+ category = (body.get("category") or "other").lower()
+ content = body.get("content") or ""
+ if not content.strip():
+ return jsonify({"error": "content is required"}), 400
+
+ data = _load_tickets()
+ ticket_id = _gen_ticket_id()
+ now = _now_iso()
+ ticket = {
+ "ticketId": ticket_id,
+ "userId": user["userId"],
+ "username": user["username"],
+ "category": category,
+ "content": content,
+ "status": "open", # open -> processing -> resolved/closed
+ "createdAt": now,
+ "updatedAt": now
+ }
+ data["tickets"].append(ticket)
+ _save_tickets(data)
+
+ text = f"Ticket {ticket_id} has been created and is now open. We'll keep you updated."
+ return jsonify({
+ "ticketId": ticket_id,
+ "status": "open",
+ "text": text
+ })
+
+
+# 查询投诉单状态
+@app.route('/api/tickets/', methods=['GET'])
+def get_ticket_status(ticket_id):
+ data = _load_tickets()
+ t = next((x for x in data["tickets"] if x["ticketId"] == ticket_id), None)
+ if not t:
+ return jsonify({"error": "ticket not found"}), 404
+ text = f"Ticket {t['ticketId']} is currently {t['status']}."
+ return jsonify({
+ "ticketId": t["ticketId"],
+ "status": t["status"],
+ "text": text
+ })
+
+
+# 按用户列出工单（可用于“查看我的投诉”）
+@app.route('/api/tickets/user/', methods=['GET'])
+def list_user_tickets(user_id):
+ data = _load_tickets()
+ items = [x for x in data["tickets"] if x["userId"] == user_id]
+ text = f"You have {len(items)} tickets in total."
+ return jsonify({
+ "userId": user_id,
+ "count": len(items),
+ "tickets": items,
+ "text": text
+ })
+
+
+if __name__ == '__main__':
+ # 生产环境请改为 WSGI/反向代理，这里仅用于本地调试
+ app.run(debug=True, host='0.0.0.0', port=5000)
diff --git a/summer-ospp/bankagent/bank-user/bank_users.json b/summer-ospp/bankagent/bank-user/bank_users.json
new file mode 100644
index 00000000..f1224c5d
--- /dev/null
+++ b/summer-ospp/bankagent/bank-user/bank_users.json
@@ -0,0 +1,3622 @@
+{
+ "userData": [
+ {
+ "userId": "10001",
+ "username": "mark",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13035968176",
+ "accountType": "corporate",
+ "accountLevel": "gold",
+ "accountBalance": 203060.88,
+ "accountOpened": "2018-08-10",
+ "lastLogin": "2023-10-31T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202338285",
+ "timestamp": "2023-01-07 00:00:00",
+ "amount": -6025.95,
+ "type": "transfer",
+ "counterparty": "淘宝网",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202339552",
+ "timestamp": "2023-09-14 00:00:00",
+ "amount": 46045.46,
+ "type": "withdrawal",
+ "counterparty": "微信支付",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202341896",
+ "timestamp": "2023-05-20 00:00:00",
+ "amount": 11667.29,
+ "type": "purchase",
+ "counterparty": "",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202300841",
+ "timestamp": "2023-07-21 00:00:00",
+ "amount": -25074.88,
+ "type": "salary",
+ "counterparty": "美团外卖",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202393785",
+ "timestamp": "2023-06-17 00:00:00",
+ "amount": -7316.6,
+ "type": "purchase",
+ "counterparty": "京东商城",
+ "remark": "购物"
+ }
+ ],
+ "fullName": "mark",
+ "accountNumber": "ACCT-0001",
+ "ssnLast4": "8176"
+ },
+ {
+ "userId": "10002",
+ "username": "xiulan",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13366108583",
+ "accountType": "corporate",
+ "accountLevel": "platinum",
+ "accountBalance": 547891.32,
+ "accountOpened": "2022-01-16",
+ "lastLogin": "2023-10-27T00:00:00Z",
+ "transactions": [],
+ "fullName": "xiulan",
+ "accountNumber": "ACCT-0002",
+ "ssnLast4": "8583"
+ },
+ {
+ "userId": "10003",
+ "username": "gl",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13627358021",
+ "accountType": "corporate",
+ "accountLevel": "silver",
+ "accountBalance": 417162.23,
+ "accountOpened": "2021-08-21",
+ "lastLogin": "2023-10-24T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202370908",
+ "timestamp": "2023-07-26 00:00:00",
+ "amount": -18637.33,
+ "type": "withdrawal",
+ "counterparty": "京东商城",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202356579",
+ "timestamp": "2023-04-28 00:00:00",
+ "amount": 18145.83,
+ "type": "withdrawal",
+ "counterparty": "银行理财",
+ "remark": "工资"
+ },
+ {
+ "transactionId": "TXN202371794",
+ "timestamp": "2023-05-01 00:00:00",
+ "amount": -21798.78,
+ "type": "other",
+ "counterparty": "微信支付",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202302864",
+ "timestamp": "2023-11-14 00:00:00",
+ "amount": 22411.31,
+ "type": "other",
+ "counterparty": "淘宝网",
+ "remark": "转账"
+ }
+ ],
+ "fullName": "gl",
+ "accountNumber": "ACCT-0003",
+ "ssnLast4": "8021"
+ },
+ {
+ "userId": "10004",
+ "username": "dahai",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13417387115",
+ "accountType": "personal",
+ "accountLevel": "silver",
+ "accountBalance": 747422.25,
+ "accountOpened": "2020-09-15",
+ "lastLogin": "2023-11-09T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202392681",
+ "timestamp": "2023-07-26 00:00:00",
+ "amount": 9279.71,
+ "type": "withdrawal",
+ "counterparty": "支付宝",
+ "remark": "工资"
+ }
+ ],
+ "fullName": "dahai",
+ "accountNumber": "ACCT-0004",
+ "ssnLast4": "7115"
+ },
+ {
+ "userId": "10005",
+ "username": "bob",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13482042498",
+ "accountType": "personal",
+ "accountLevel": "platinum",
+ "accountBalance": 29430.13,
+ "accountOpened": "2022-12-16",
+ "lastLogin": "2023-11-12T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202378627",
+ "timestamp": "2023-08-15 00:00:00",
+ "amount": -39023.72,
+ "type": "salary",
+ "counterparty": "淘宝网",
+ "remark": "购物"
+ },
+ {
+ "transactionId": "TXN202379692",
+ "timestamp": "2023-03-20 00:00:00",
+ "amount": -30249.4,
+ "type": "purchase",
+ "counterparty": "",
+ "remark": "转账"
+ }
+ ],
+ "fullName": "bob",
+ "accountNumber": "ACCT-0005",
+ "ssnLast4": "2498"
+ },
+ {
+ "userId": "10006",
+ "username": "eason",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13768016722",
+ "accountType": "personal",
+ "accountLevel": "gold",
+ "accountBalance": 747206.69,
+ "accountOpened": "2018-12-20",
+ "lastLogin": "2023-10-24T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202392122",
+ "timestamp": "2023-10-15 00:00:00",
+ "amount": -27796.72,
+ "type": "salary",
+ "counterparty": "支付宝",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202398695",
+ "timestamp": "2023-08-01 00:00:00",
+ "amount": -20272.6,
+ "type": "salary",
+ "counterparty": "银行理财",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202358765",
+ "timestamp": "2023-05-11 00:00:00",
+ "amount": -17440.09,
+ "type": "transfer",
+ "counterparty": "淘宝网",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202397588",
+ "timestamp": "2023-10-28 00:00:00",
+ "amount": -3077.46,
+ "type": "purchase",
+ "counterparty": "支付宝",
+ "remark": "转账"
+ }
+ ],
+ "fullName": "eason",
+ "accountNumber": "ACCT-0006",
+ "ssnLast4": "6722"
+ },
+ {
+ "userId": "10007",
+ "username": "jay",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13511109572",
+ "accountType": "personal",
+ "accountLevel": "gold",
+ "accountBalance": 792096.21,
+ "accountOpened": "2023-05-11",
+ "lastLogin": "2023-11-05T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202383283",
+ "timestamp": "2023-09-07 00:00:00",
+ "amount": -44802.94,
+ "type": "withdrawal",
+ "counterparty": "支付宝",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202370587",
+ "timestamp": "2023-05-07 00:00:00",
+ "amount": -26370.81,
+ "type": "other",
+ "counterparty": "京东商城",
+ "remark": "工资"
+ },
+ {
+ "transactionId": "TXN202387703",
+ "timestamp": "2023-02-11 00:00:00",
+ "amount": 24481.52,
+ "type": "other",
+ "counterparty": "银行理财",
+ "remark": ""
+ }
+ ],
+ "fullName": "jay",
+ "accountNumber": "ACCT-0007",
+ "ssnLast4": "9572"
+ },
+ {
+ "userId": "10008",
+ "username": "吴秀兰",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13570759177",
+ "accountType": "personal",
+ "accountLevel": "gold",
+ "accountBalance": 538441.05,
+ "accountOpened": "2021-04-06",
+ "lastLogin": "2023-10-18T00:00:00Z",
+ "transactions": [],
+ "fullName": "吴秀兰",
+ "accountNumber": "ACCT-0008",
+ "ssnLast4": "9177"
+ },
+ {
+ "userId": "10009",
+ "username": "李秀兰",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13798845588",
+ "accountType": "corporate",
+ "accountLevel": "gold",
+ "accountBalance": 232357.45,
+ "accountOpened": "2017-04-08",
+ "lastLogin": "2023-11-07T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202329062",
+ "timestamp": "2023-07-11 00:00:00",
+ "amount": -18632.61,
+ "type": "other",
+ "counterparty": "银行理财",
+ "remark": "购物"
+ }
+ ],
+ "fullName": "李秀兰",
+ "accountNumber": "ACCT-0009",
+ "ssnLast4": "5588"
+ },
+ {
+ "userId": "10010",
+ "username": "张洋",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13183229469",
+ "accountType": "corporate",
+ "accountLevel": "platinum",
+ "accountBalance": 848282.25,
+ "accountOpened": "2016-06-20",
+ "lastLogin": "2023-10-20T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202361996",
+ "timestamp": "2023-01-09 00:00:00",
+ "amount": 9141.27,
+ "type": "transfer",
+ "counterparty": "微信支付",
+ "remark": "购物"
+ },
+ {
+ "transactionId": "TXN202376283",
+ "timestamp": "2023-08-11 00:00:00",
+ "amount": 17055.2,
+ "type": "transfer",
+ "counterparty": "支付宝",
+ "remark": "购物"
+ },
+ {
+ "transactionId": "TXN202305204",
+ "timestamp": "2023-03-15 00:00:00",
+ "amount": -1530.28,
+ "type": "other",
+ "counterparty": "支付宝",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202348165",
+ "timestamp": "2023-05-03 00:00:00",
+ "amount": -33443.37,
+ "type": "transfer",
+ "counterparty": "京东商城",
+ "remark": "投资"
+ }
+ ],
+ "fullName": "张洋",
+ "accountNumber": "ACCT-0010",
+ "ssnLast4": "9469"
+ },
+ {
+ "userId": "10011",
+ "username": "杨芳",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13908611671",
+ "accountType": "corporate",
+ "accountLevel": "platinum",
+ "accountBalance": 72434.47,
+ "accountOpened": "2022-11-05",
+ "lastLogin": "2023-10-15T00:00:00Z",
+ "transactions": [],
+ "fullName": "杨芳",
+ "accountNumber": "ACCT-0011",
+ "ssnLast4": "1671"
+ },
+ {
+ "userId": "10012",
+ "username": "陈勇",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13159211431",
+ "accountType": "personal",
+ "accountLevel": "platinum",
+ "accountBalance": 400961.41,
+ "accountOpened": "2017-09-06",
+ "lastLogin": "2023-10-24T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202312613",
+ "timestamp": "2023-02-16 00:00:00",
+ "amount": 39407.19,
+ "type": "purchase",
+ "counterparty": "",
+ "remark": "购物"
+ }
+ ],
+ "fullName": "陈勇",
+ "accountNumber": "ACCT-0012",
+ "ssnLast4": "1431"
+ },
+ {
+ "userId": "10013",
+ "username": "吴勇",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13314788890",
+ "accountType": "corporate",
+ "accountLevel": "platinum",
+ "accountBalance": 473593.99,
+ "accountOpened": "2021-12-04",
+ "lastLogin": "2023-11-08T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202354950",
+ "timestamp": "2023-08-06 00:00:00",
+ "amount": 24382.94,
+ "type": "other",
+ "counterparty": "银行理财",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202322645",
+ "timestamp": "2023-08-04 00:00:00",
+ "amount": -14258.85,
+ "type": "purchase",
+ "counterparty": "支付宝",
+ "remark": "还款"
+ }
+ ],
+ "fullName": "吴勇",
+ "accountNumber": "ACCT-0013",
+ "ssnLast4": "8890"
+ },
+ {
+ "userId": "10014",
+ "username": "刘娟",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13717797674",
+ "accountType": "personal",
+ "accountLevel": "platinum",
+ "accountBalance": 625910.78,
+ "accountOpened": "2020-09-23",
+ "lastLogin": "2023-10-12T00:00:00Z",
+ "transactions": [],
+ "fullName": "刘娟",
+ "accountNumber": "ACCT-0014",
+ "ssnLast4": "7674"
+ },
+ {
+ "userId": "10015",
+ "username": "陈秀英",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13716779772",
+ "accountType": "corporate",
+ "accountLevel": "silver",
+ "accountBalance": 756293.25,
+ "accountOpened": "2023-02-23",
+ "lastLogin": "2023-11-08T00:00:00Z",
+ "transactions": [],
+ "fullName": "陈秀英",
+ "accountNumber": "ACCT-0015",
+ "ssnLast4": "9772"
+ },
+ {
+ "userId": "10016",
+ "username": "陈霞",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13588746806",
+ "accountType": "personal",
+ "accountLevel": "platinum",
+ "accountBalance": 213005.53,
+ "accountOpened": "2017-07-22",
+ "lastLogin": "2023-11-05T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202392541",
+ "timestamp": "2023-04-13 00:00:00",
+ "amount": 31117.05,
+ "type": "withdrawal",
+ "counterparty": "支付宝",
+ "remark": "购物"
+ },
+ {
+ "transactionId": "TXN202386472",
+ "timestamp": "2023-07-26 00:00:00",
+ "amount": 35165.82,
+ "type": "salary",
+ "counterparty": "微信支付",
+ "remark": "投资"
+ },
+ {
+ "transactionId": "TXN202380339",
+ "timestamp": "2023-10-31 00:00:00",
+ "amount": 36782.05,
+ "type": "withdrawal",
+ "counterparty": "",
+ "remark": "工资"
+ },
+ {
+ "transactionId": "TXN202358390",
+ "timestamp": "2023-04-28 00:00:00",
+ "amount": 9966.13,
+ "type": "salary",
+ "counterparty": "淘宝网",
+ "remark": "投资"
+ },
+ {
+ "transactionId": "TXN202397163",
+ "timestamp": "2023-04-29 00:00:00",
+ "amount": -1720.85,
+ "type": "purchase",
+ "counterparty": "银行理财",
+ "remark": "工资"
+ }
+ ],
+ "fullName": "陈霞",
+ "accountNumber": "ACCT-0016",
+ "ssnLast4": "6806"
+ },
+ {
+ "userId": "10017",
+ "username": "吴杰",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13947060526",
+ "accountType": "personal",
+ "accountLevel": "silver",
+ "accountBalance": 670389.71,
+ "accountOpened": "2022-09-26",
+ "lastLogin": "2023-10-22T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202314767",
+ "timestamp": "2023-09-06 00:00:00",
+ "amount": -20497.09,
+ "type": "salary",
+ "counterparty": "京东商城",
+ "remark": "投资"
+ },
+ {
+ "transactionId": "TXN202316142",
+ "timestamp": "2023-03-08 00:00:00",
+ "amount": 24769.69,
+ "type": "salary",
+ "counterparty": "京东商城",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202369594",
+ "timestamp": "2023-02-06 00:00:00",
+ "amount": -44840.39,
+ "type": "withdrawal",
+ "counterparty": "微信支付",
+ "remark": "工资"
+ },
+ {
+ "transactionId": "TXN202399219",
+ "timestamp": "2023-07-12 00:00:00",
+ "amount": -27252.29,
+ "type": "withdrawal",
+ "counterparty": "美团外卖",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202317206",
+ "timestamp": "2023-10-08 00:00:00",
+ "amount": -30268.75,
+ "type": "purchase",
+ "counterparty": "",
+ "remark": "投资"
+ }
+ ],
+ "fullName": "吴杰",
+ "accountNumber": "ACCT-0017",
+ "ssnLast4": "0526"
+ },
+ {
+ "userId": "10018",
+ "username": "赵芳",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13692444096",
+ "accountType": "personal",
+ "accountLevel": "gold",
+ "accountBalance": 711974.23,
+ "accountOpened": "2018-11-13",
+ "lastLogin": "2023-11-04T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202306230",
+ "timestamp": "2023-08-03 00:00:00",
+ "amount": -19575.43,
+ "type": "transfer",
+ "counterparty": "",
+ "remark": "工资"
+ }
+ ],
+ "fullName": "赵芳",
+ "accountNumber": "ACCT-0018",
+ "ssnLast4": "4096"
+ },
+ {
+ "userId": "10019",
+ "username": "黄霞",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13350600805",
+ "accountType": "corporate",
+ "accountLevel": "platinum",
+ "accountBalance": 483671.59,
+ "accountOpened": "2018-04-02",
+ "lastLogin": "2023-11-09T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202381176",
+ "timestamp": "2023-05-04 00:00:00",
+ "amount": -9518.05,
+ "type": "other",
+ "counterparty": "京东商城",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202373200",
+ "timestamp": "2023-08-13 00:00:00",
+ "amount": -34933.78,
+ "type": "salary",
+ "counterparty": "支付宝",
+ "remark": "购物"
+ },
+ {
+ "transactionId": "TXN202312130",
+ "timestamp": "2023-03-01 00:00:00",
+ "amount": 10396.32,
+ "type": "other",
+ "counterparty": "京东商城",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202322921",
+ "timestamp": "2023-09-26 00:00:00",
+ "amount": 32979.46,
+ "type": "other",
+ "counterparty": "美团外卖",
+ "remark": "投资"
+ }
+ ],
+ "fullName": "黄霞",
+ "accountNumber": "ACCT-0019",
+ "ssnLast4": "0805"
+ },
+ {
+ "userId": "10020",
+ "username": "吴娜",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13947069250",
+ "accountType": "corporate",
+ "accountLevel": "platinum",
+ "accountBalance": 750222.29,
+ "accountOpened": "2015-05-08",
+ "lastLogin": "2023-11-02T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202345292",
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+ "accountNumber": "ACCT-0096",
+ "ssnLast4": "2960"
+ },
+ {
+ "userId": "10097",
+ "username": "赵超",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13143370961",
+ "accountType": "corporate",
+ "accountLevel": "platinum",
+ "accountBalance": 759843.23,
+ "accountOpened": "2022-04-08",
+ "lastLogin": "2023-10-22T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202363361",
+ "timestamp": "2023-08-05 00:00:00",
+ "amount": -36688.63,
+ "type": "other",
+ "counterparty": "银行理财",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202345292",
+ "timestamp": "2023-08-23 00:00:00",
+ "amount": 11982.61,
+ "type": "other",
+ "counterparty": "微信支付",
+ "remark": "工资"
+ },
+ {
+ "transactionId": "TXN202376527",
+ "timestamp": "2023-07-29 00:00:00",
+ "amount": 22778.99,
+ "type": "withdrawal",
+ "counterparty": "淘宝网",
+ "remark": "转账"
+ }
+ ],
+ "fullName": "赵超",
+ "accountNumber": "ACCT-0097",
+ "ssnLast4": "0961"
+ },
+ {
+ "userId": "10098",
+ "username": "李强",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13241088836",
+ "accountType": "corporate",
+ "accountLevel": "gold",
+ "accountBalance": 563062.06,
+ "accountOpened": "2023-05-05",
+ "lastLogin": "2023-10-03T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202398142",
+ "timestamp": "2023-03-20 00:00:00",
+ "amount": 4593.91,
+ "type": "purchase",
+ "counterparty": "银行理财",
+ "remark": "购物"
+ }
+ ],
+ "fullName": "李强",
+ "accountNumber": "ACCT-0098",
+ "ssnLast4": "8836"
+ },
+ {
+ "userId": "10099",
+ "username": "黄超",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13099928154",
+ "accountType": "corporate",
+ "accountLevel": "silver",
+ "accountBalance": 337408.64,
+ "accountOpened": "2019-01-18",
+ "lastLogin": "2023-10-16T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202344312",
+ "timestamp": "2023-04-28 00:00:00",
+ "amount": -46568.31,
+ "type": "transfer",
+ "counterparty": "淘宝网",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202335044",
+ "timestamp": "2023-08-01 00:00:00",
+ "amount": -41103.9,
+ "type": "other",
+ "counterparty": "",
+ "remark": "转账"
+ }
+ ],
+ "fullName": "黄超",
+ "accountNumber": "ACCT-0099",
+ "ssnLast4": "8154"
+ },
+ {
+ "userId": "10100",
+ "username": "张军",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13679282402",
+ "accountType": "personal",
+ "accountLevel": "platinum",
+ "accountBalance": 336334.6,
+ "accountOpened": "2022-08-30",
+ "lastLogin": "2023-10-12T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202319888",
+ "timestamp": "2023-08-01 00:00:00",
+ "amount": 6855.89,
+ "type": "transfer",
+ "counterparty": "支付宝",
+ "remark": "工资"
+ },
+ {
+ "transactionId": "TXN202398557",
+ "timestamp": "2023-06-19 00:00:00",
+ "amount": 3474.1,
+ "type": "salary",
+ "counterparty": "微信支付",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202303579",
+ "timestamp": "2023-09-15 00:00:00",
+ "amount": 23361.64,
+ "type": "salary",
+ "counterparty": "支付宝",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202318826",
+ "timestamp": "2023-05-20 00:00:00",
+ "amount": 24748.97,
+ "type": "withdrawal",
+ "counterparty": "银行理财",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202398589",
+ "timestamp": "2023-03-06 00:00:00",
+ "amount": -30800.25,
+ "type": "purchase",
+ "counterparty": "微信支付",
+ "remark": "转账"
+ }
+ ],
+ "fullName": "张军",
+ "accountNumber": "ACCT-0100",
+ "ssnLast4": "2402"
+ }
+ ]
+}
\ No newline at end of file
diff --git a/summer-ospp/bankagent/bank-user/bank_users1.json b/summer-ospp/bankagent/bank-user/bank_users1.json
new file mode 100644
index 00000000..f67822c1
--- /dev/null
+++ b/summer-ospp/bankagent/bank-user/bank_users1.json
@@ -0,0 +1,3322 @@
+{
+ "userData": [
+ {
+ "userId": "10001",
+ "username": "mark",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13035968176",
+ "accountType": "corporate",
+ "accountLevel": "gold",
+ "accountBalance": 203060.88,
+ "accountOpened": "2018-08-10",
+ "lastLogin": "2023-10-31T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202338285",
+ "timestamp": "2023-01-07 00:00:00",
+ "amount": -6025.95,
+ "type": "transfer",
+ "counterparty": "淘宝网",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202339552",
+ "timestamp": "2023-09-14 00:00:00",
+ "amount": 46045.46,
+ "type": "withdrawal",
+ "counterparty": "微信支付",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202341896",
+ "timestamp": "2023-05-20 00:00:00",
+ "amount": 11667.29,
+ "type": "purchase",
+ "counterparty": "",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202300841",
+ "timestamp": "2023-07-21 00:00:00",
+ "amount": -25074.88,
+ "type": "salary",
+ "counterparty": "美团外卖",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202393785",
+ "timestamp": "2023-06-17 00:00:00",
+ "amount": -7316.6,
+ "type": "purchase",
+ "counterparty": "京东商城",
+ "remark": "购物"
+ }
+ ]
+ },
+ {
+ "userId": "10002",
+ "username": "xiulan",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13366108583",
+ "accountType": "corporate",
+ "accountLevel": "platinum",
+ "accountBalance": 547891.32,
+ "accountOpened": "2022-01-16",
+ "lastLogin": "2023-10-27T00:00:00Z",
+ "transactions": []
+ },
+ {
+ "userId": "10003",
+ "username": "gl",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13627358021",
+ "accountType": "corporate",
+ "accountLevel": "silver",
+ "accountBalance": 417162.23,
+ "accountOpened": "2021-08-21",
+ "lastLogin": "2023-10-24T00:00:00Z",
+ "transactions": [
+ {
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+ "timestamp": "2023-07-26 00:00:00",
+ "amount": -18637.33,
+ "type": "withdrawal",
+ "counterparty": "京东商城",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202356579",
+ "timestamp": "2023-04-28 00:00:00",
+ "amount": 18145.83,
+ "type": "withdrawal",
+ "counterparty": "银行理财",
+ "remark": "工资"
+ },
+ {
+ "transactionId": "TXN202371794",
+ "timestamp": "2023-05-01 00:00:00",
+ "amount": -21798.78,
+ "type": "other",
+ "counterparty": "微信支付",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202302864",
+ "timestamp": "2023-11-14 00:00:00",
+ "amount": 22411.31,
+ "type": "other",
+ "counterparty": "淘宝网",
+ "remark": "转账"
+ }
+ ]
+ },
+ {
+ "userId": "10004",
+ "username": "dahai",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13417387115",
+ "accountType": "personal",
+ "accountLevel": "silver",
+ "accountBalance": 747422.25,
+ "accountOpened": "2020-09-15",
+ "lastLogin": "2023-11-09T00:00:00Z",
+ "transactions": [
+ {
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+ "timestamp": "2023-07-26 00:00:00",
+ "amount": 9279.71,
+ "type": "withdrawal",
+ "counterparty": "支付宝",
+ "remark": "工资"
+ }
+ ]
+ },
+ {
+ "userId": "10005",
+ "username": "bob",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13482042498",
+ "accountType": "personal",
+ "accountLevel": "platinum",
+ "accountBalance": 29430.13,
+ "accountOpened": "2022-12-16",
+ "lastLogin": "2023-11-12T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202378627",
+ "timestamp": "2023-08-15 00:00:00",
+ "amount": -39023.72,
+ "type": "salary",
+ "counterparty": "淘宝网",
+ "remark": "购物"
+ },
+ {
+ "transactionId": "TXN202379692",
+ "timestamp": "2023-03-20 00:00:00",
+ "amount": -30249.4,
+ "type": "purchase",
+ "counterparty": "",
+ "remark": "转账"
+ }
+ ]
+ },
+ {
+ "userId": "10006",
+ "username": "eason",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13768016722",
+ "accountType": "personal",
+ "accountLevel": "gold",
+ "accountBalance": 747206.69,
+ "accountOpened": "2018-12-20",
+ "lastLogin": "2023-10-24T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202392122",
+ "timestamp": "2023-10-15 00:00:00",
+ "amount": -27796.72,
+ "type": "salary",
+ "counterparty": "支付宝",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202398695",
+ "timestamp": "2023-08-01 00:00:00",
+ "amount": -20272.6,
+ "type": "salary",
+ "counterparty": "银行理财",
+ "remark": ""
+ },
+ {
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+ "timestamp": "2023-05-11 00:00:00",
+ "amount": -17440.09,
+ "type": "transfer",
+ "counterparty": "淘宝网",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202397588",
+ "timestamp": "2023-10-28 00:00:00",
+ "amount": -3077.46,
+ "type": "purchase",
+ "counterparty": "支付宝",
+ "remark": "转账"
+ }
+ ]
+ },
+ {
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+ "username": "jay",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13511109572",
+ "accountType": "personal",
+ "accountLevel": "gold",
+ "accountBalance": 792096.21,
+ "accountOpened": "2023-05-11",
+ "lastLogin": "2023-11-05T00:00:00Z",
+ "transactions": [
+ {
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+ "timestamp": "2023-09-07 00:00:00",
+ "amount": -44802.94,
+ "type": "withdrawal",
+ "counterparty": "支付宝",
+ "remark": "转账"
+ },
+ {
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+ "timestamp": "2023-05-07 00:00:00",
+ "amount": -26370.81,
+ "type": "other",
+ "counterparty": "京东商城",
+ "remark": "工资"
+ },
+ {
+ "transactionId": "TXN202387703",
+ "timestamp": "2023-02-11 00:00:00",
+ "amount": 24481.52,
+ "type": "other",
+ "counterparty": "银行理财",
+ "remark": ""
+ }
+ ]
+ },
+ {
+ "userId": "10008",
+ "username": "吴秀兰",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13570759177",
+ "accountType": "personal",
+ "accountLevel": "gold",
+ "accountBalance": 538441.05,
+ "accountOpened": "2021-04-06",
+ "lastLogin": "2023-10-18T00:00:00Z",
+ "transactions": []
+ },
+ {
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+ "username": "李秀兰",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13798845588",
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+ "accountLevel": "gold",
+ "accountBalance": 232357.45,
+ "accountOpened": "2017-04-08",
+ "lastLogin": "2023-11-07T00:00:00Z",
+ "transactions": [
+ {
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+ "timestamp": "2023-07-11 00:00:00",
+ "amount": -18632.61,
+ "type": "other",
+ "counterparty": "银行理财",
+ "remark": "购物"
+ }
+ ]
+ },
+ {
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+ "username": "张洋",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13183229469",
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+ "accountLevel": "platinum",
+ "accountBalance": 848282.25,
+ "accountOpened": "2016-06-20",
+ "lastLogin": "2023-10-20T00:00:00Z",
+ "transactions": [
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+ "timestamp": "2023-01-09 00:00:00",
+ "amount": 9141.27,
+ "type": "transfer",
+ "counterparty": "微信支付",
+ "remark": "购物"
+ },
+ {
+ "transactionId": "TXN202376283",
+ "timestamp": "2023-08-11 00:00:00",
+ "amount": 17055.2,
+ "type": "transfer",
+ "counterparty": "支付宝",
+ "remark": "购物"
+ },
+ {
+ "transactionId": "TXN202305204",
+ "timestamp": "2023-03-15 00:00:00",
+ "amount": -1530.28,
+ "type": "other",
+ "counterparty": "支付宝",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202348165",
+ "timestamp": "2023-05-03 00:00:00",
+ "amount": -33443.37,
+ "type": "transfer",
+ "counterparty": "京东商城",
+ "remark": "投资"
+ }
+ ]
+ },
+ {
+ "userId": "10011",
+ "username": "杨芳",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13908611671",
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+ "accountLevel": "platinum",
+ "accountBalance": 72434.47,
+ "accountOpened": "2022-11-05",
+ "lastLogin": "2023-10-15T00:00:00Z",
+ "transactions": []
+ },
+ {
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+ "username": "陈勇",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13159211431",
+ "accountType": "personal",
+ "accountLevel": "platinum",
+ "accountBalance": 400961.41,
+ "accountOpened": "2017-09-06",
+ "lastLogin": "2023-10-24T00:00:00Z",
+ "transactions": [
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+ "timestamp": "2023-02-16 00:00:00",
+ "amount": 39407.19,
+ "type": "purchase",
+ "counterparty": "",
+ "remark": "购物"
+ }
+ ]
+ },
+ {
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+ "username": "吴勇",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13314788890",
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+ "accountLevel": "platinum",
+ "accountBalance": 473593.99,
+ "accountOpened": "2021-12-04",
+ "lastLogin": "2023-11-08T00:00:00Z",
+ "transactions": [
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+ "timestamp": "2023-08-06 00:00:00",
+ "amount": 24382.94,
+ "type": "other",
+ "counterparty": "银行理财",
+ "remark": "转账"
+ },
+ {
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+ "timestamp": "2023-08-04 00:00:00",
+ "amount": -14258.85,
+ "type": "purchase",
+ "counterparty": "支付宝",
+ "remark": "还款"
+ }
+ ]
+ },
+ {
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+ "username": "刘娟",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13717797674",
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+ "accountLevel": "platinum",
+ "accountBalance": 625910.78,
+ "accountOpened": "2020-09-23",
+ "lastLogin": "2023-10-12T00:00:00Z",
+ "transactions": []
+ },
+ {
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+ "username": "陈秀英",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13716779772",
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+ "accountBalance": 756293.25,
+ "accountOpened": "2023-02-23",
+ "lastLogin": "2023-11-08T00:00:00Z",
+ "transactions": []
+ },
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+ "username": "陈霞",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13588746806",
+ "accountType": "personal",
+ "accountLevel": "platinum",
+ "accountBalance": 213005.53,
+ "accountOpened": "2017-07-22",
+ "lastLogin": "2023-11-05T00:00:00Z",
+ "transactions": [
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+ "timestamp": "2023-04-13 00:00:00",
+ "amount": 31117.05,
+ "type": "withdrawal",
+ "counterparty": "支付宝",
+ "remark": "购物"
+ },
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+ "timestamp": "2023-07-26 00:00:00",
+ "amount": 35165.82,
+ "type": "salary",
+ "counterparty": "微信支付",
+ "remark": "投资"
+ },
+ {
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+ "timestamp": "2023-10-31 00:00:00",
+ "amount": 36782.05,
+ "type": "withdrawal",
+ "counterparty": "",
+ "remark": "工资"
+ },
+ {
+ "transactionId": "TXN202358390",
+ "timestamp": "2023-04-28 00:00:00",
+ "amount": 9966.13,
+ "type": "salary",
+ "counterparty": "淘宝网",
+ "remark": "投资"
+ },
+ {
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+ "timestamp": "2023-04-29 00:00:00",
+ "amount": -1720.85,
+ "type": "purchase",
+ "counterparty": "银行理财",
+ "remark": "工资"
+ }
+ ]
+ },
+ {
+ "userId": "10017",
+ "username": "吴杰",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13947060526",
+ "accountType": "personal",
+ "accountLevel": "silver",
+ "accountBalance": 670389.71,
+ "accountOpened": "2022-09-26",
+ "lastLogin": "2023-10-22T00:00:00Z",
+ "transactions": [
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+ "transactionId": "TXN202314767",
+ "timestamp": "2023-09-06 00:00:00",
+ "amount": -20497.09,
+ "type": "salary",
+ "counterparty": "京东商城",
+ "remark": "投资"
+ },
+ {
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+ "timestamp": "2023-03-08 00:00:00",
+ "amount": 24769.69,
+ "type": "salary",
+ "counterparty": "京东商城",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202369594",
+ "timestamp": "2023-02-06 00:00:00",
+ "amount": -44840.39,
+ "type": "withdrawal",
+ "counterparty": "微信支付",
+ "remark": "工资"
+ },
+ {
+ "transactionId": "TXN202399219",
+ "timestamp": "2023-07-12 00:00:00",
+ "amount": -27252.29,
+ "type": "withdrawal",
+ "counterparty": "美团外卖",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202317206",
+ "timestamp": "2023-10-08 00:00:00",
+ "amount": -30268.75,
+ "type": "purchase",
+ "counterparty": "",
+ "remark": "投资"
+ }
+ ]
+ },
+ {
+ "userId": "10018",
+ "username": "赵芳",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13692444096",
+ "accountType": "personal",
+ "accountLevel": "gold",
+ "accountBalance": 711974.23,
+ "accountOpened": "2018-11-13",
+ "lastLogin": "2023-11-04T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202306230",
+ "timestamp": "2023-08-03 00:00:00",
+ "amount": -19575.43,
+ "type": "transfer",
+ "counterparty": "",
+ "remark": "工资"
+ }
+ ]
+ },
+ {
+ "userId": "10019",
+ "username": "黄霞",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13350600805",
+ "accountType": "corporate",
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+ "transactions": []
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+ "remark": "转账"
+ }
+ ]
+ }
+ ]
+}
\ No newline at end of file
diff --git a/summer-ospp/bankagent/bank-user/bank_users_en.json b/summer-ospp/bankagent/bank-user/bank_users_en.json
new file mode 100644
index 00000000..42e076b8
--- /dev/null
+++ b/summer-ospp/bankagent/bank-user/bank_users_en.json
@@ -0,0 +1,3322 @@
+{
+ "userData": [
+ {
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+ "username": "陈伟",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13035968176",
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+ "accountLevel": "gold",
+ "accountBalance": 203060.88,
+ "accountOpened": "2018-08-10",
+ "lastLogin": "2023-10-31T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202338285",
+ "timestamp": "2023-01-07 00:00:00",
+ "amount": -6025.95,
+ "type": "transfer",
+ "counterparty": "淘宝网",
+ "remark": ""
+ },
+ {
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+ "type": "withdrawal",
+ "counterparty": "微信支付",
+ "remark": "还款"
+ },
+ {
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+ "timestamp": "2023-05-20 00:00:00",
+ "amount": 11667.29,
+ "type": "purchase",
+ "counterparty": "",
+ "remark": "还款"
+ },
+ {
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+ "timestamp": "2023-07-21 00:00:00",
+ "amount": -25074.88,
+ "type": "salary",
+ "counterparty": "美团外卖",
+ "remark": ""
+ },
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+ "type": "purchase",
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+ "remark": "购物"
+ }
+ ]
+ },
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+ "type": "other",
+ "counterparty": "",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202323707",
+ "timestamp": "2023-04-01 00:00:00",
+ "amount": -1803.73,
+ "type": "salary",
+ "counterparty": "银行理财",
+ "remark": "购物"
+ }
+ ]
+ },
+ {
+ "userId": "10091",
+ "username": "杨娜",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13890343367",
+ "accountType": "corporate",
+ "accountLevel": "platinum",
+ "accountBalance": 737929.35,
+ "accountOpened": "2018-08-20",
+ "lastLogin": "2023-11-09T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202335782",
+ "timestamp": "2023-09-22 00:00:00",
+ "amount": 22269.84,
+ "type": "purchase",
+ "counterparty": "美团外卖",
+ "remark": "工资"
+ },
+ {
+ "transactionId": "TXN202353960",
+ "timestamp": "2023-06-03 00:00:00",
+ "amount": 37207.28,
+ "type": "transfer",
+ "counterparty": "美团外卖",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202308299",
+ "timestamp": "2023-04-17 00:00:00",
+ "amount": 25849.85,
+ "type": "other",
+ "counterparty": "淘宝网",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202320571",
+ "timestamp": "2023-05-04 00:00:00",
+ "amount": -31307.77,
+ "type": "other",
+ "counterparty": "美团外卖",
+ "remark": "购物"
+ },
+ {
+ "transactionId": "TXN202345485",
+ "timestamp": "2023-07-15 00:00:00",
+ "amount": -11203.47,
+ "type": "salary",
+ "counterparty": "银行理财",
+ "remark": "还款"
+ }
+ ]
+ },
+ {
+ "userId": "10092",
+ "username": "刘勇",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13875149892",
+ "accountType": "corporate",
+ "accountLevel": "platinum",
+ "accountBalance": 966808.94,
+ "accountOpened": "2020-07-27",
+ "lastLogin": "2023-10-10T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202333557",
+ "timestamp": "2023-01-20 00:00:00",
+ "amount": -31917.89,
+ "type": "other",
+ "counterparty": "银行理财",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202328997",
+ "timestamp": "2023-10-21 00:00:00",
+ "amount": -6220.46,
+ "type": "other",
+ "counterparty": "美团外卖",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202309293",
+ "timestamp": "2023-06-18 00:00:00",
+ "amount": -7307.65,
+ "type": "other",
+ "counterparty": "",
+ "remark": "购物"
+ },
+ {
+ "transactionId": "TXN202347391",
+ "timestamp": "2023-02-11 00:00:00",
+ "amount": -3945.01,
+ "type": "other",
+ "counterparty": "支付宝",
+ "remark": "购物"
+ }
+ ]
+ },
+ {
+ "userId": "10093",
+ "username": "吴伟",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13667460570",
+ "accountType": "personal",
+ "accountLevel": "platinum",
+ "accountBalance": 95600.91,
+ "accountOpened": "2016-02-26",
+ "lastLogin": "2023-11-04T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202369258",
+ "timestamp": "2023-04-27 00:00:00",
+ "amount": -40056.11,
+ "type": "other",
+ "counterparty": "支付宝",
+ "remark": "投资"
+ },
+ {
+ "transactionId": "TXN202341890",
+ "timestamp": "2023-04-01 00:00:00",
+ "amount": -507.92,
+ "type": "other",
+ "counterparty": "美团外卖",
+ "remark": "购物"
+ },
+ {
+ "transactionId": "TXN202350867",
+ "timestamp": "2023-08-08 00:00:00",
+ "amount": 47687.85,
+ "type": "other",
+ "counterparty": "银行理财",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202300750",
+ "timestamp": "2023-03-25 00:00:00",
+ "amount": 329.71,
+ "type": "salary",
+ "counterparty": "微信支付",
+ "remark": "购物"
+ },
+ {
+ "transactionId": "TXN202331610",
+ "timestamp": "2023-08-09 00:00:00",
+ "amount": 34075.17,
+ "type": "transfer",
+ "counterparty": "微信支付",
+ "remark": "工资"
+ }
+ ]
+ },
+ {
+ "userId": "10094",
+ "username": "周勇",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13292114325",
+ "accountType": "personal",
+ "accountLevel": "silver",
+ "accountBalance": 977484.63,
+ "accountOpened": "2016-08-14",
+ "lastLogin": "2023-10-12T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202375858",
+ "timestamp": "2023-04-29 00:00:00",
+ "amount": -31988.28,
+ "type": "withdrawal",
+ "counterparty": "美团外卖",
+ "remark": "投资"
+ },
+ {
+ "transactionId": "TXN202374363",
+ "timestamp": "2023-05-20 00:00:00",
+ "amount": -36236.56,
+ "type": "other",
+ "counterparty": "",
+ "remark": ""
+ }
+ ]
+ },
+ {
+ "userId": "10095",
+ "username": "杨秀兰",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13399217488",
+ "accountType": "corporate",
+ "accountLevel": "silver",
+ "accountBalance": 249771.66,
+ "accountOpened": "2021-05-12",
+ "lastLogin": "2023-11-07T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202391820",
+ "timestamp": "2023-09-10 00:00:00",
+ "amount": 40112.65,
+ "type": "withdrawal",
+ "counterparty": "美团外卖",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202382023",
+ "timestamp": "2023-04-27 00:00:00",
+ "amount": 10962.41,
+ "type": "salary",
+ "counterparty": "支付宝",
+ "remark": "购物"
+ }
+ ]
+ },
+ {
+ "userId": "10096",
+ "username": "赵艳",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13082492960",
+ "accountType": "personal",
+ "accountLevel": "platinum",
+ "accountBalance": 746563.33,
+ "accountOpened": "2016-07-30",
+ "lastLogin": "2023-10-26T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202380238",
+ "timestamp": "2023-07-14 00:00:00",
+ "amount": 3478.23,
+ "type": "purchase",
+ "counterparty": "淘宝网",
+ "remark": "购物"
+ },
+ {
+ "transactionId": "TXN202329166",
+ "timestamp": "2023-04-06 00:00:00",
+ "amount": -8033.21,
+ "type": "purchase",
+ "counterparty": "支付宝",
+ "remark": "投资"
+ },
+ {
+ "transactionId": "TXN202384929",
+ "timestamp": "2023-05-17 00:00:00",
+ "amount": -28497.87,
+ "type": "other",
+ "counterparty": "美团外卖",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202309513",
+ "timestamp": "2023-09-21 00:00:00",
+ "amount": -46360.27,
+ "type": "withdrawal",
+ "counterparty": "美团外卖",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202395797",
+ "timestamp": "2023-01-10 00:00:00",
+ "amount": 30008.86,
+ "type": "withdrawal",
+ "counterparty": "京东商城",
+ "remark": ""
+ }
+ ]
+ },
+ {
+ "userId": "10097",
+ "username": "赵超",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13143370961",
+ "accountType": "corporate",
+ "accountLevel": "platinum",
+ "accountBalance": 759843.23,
+ "accountOpened": "2022-04-08",
+ "lastLogin": "2023-10-22T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202363361",
+ "timestamp": "2023-08-05 00:00:00",
+ "amount": -36688.63,
+ "type": "other",
+ "counterparty": "银行理财",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202345292",
+ "timestamp": "2023-08-23 00:00:00",
+ "amount": 11982.61,
+ "type": "other",
+ "counterparty": "微信支付",
+ "remark": "工资"
+ },
+ {
+ "transactionId": "TXN202376527",
+ "timestamp": "2023-07-29 00:00:00",
+ "amount": 22778.99,
+ "type": "withdrawal",
+ "counterparty": "淘宝网",
+ "remark": "转账"
+ }
+ ]
+ },
+ {
+ "userId": "10098",
+ "username": "李强",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13241088836",
+ "accountType": "corporate",
+ "accountLevel": "gold",
+ "accountBalance": 563062.06,
+ "accountOpened": "2023-05-05",
+ "lastLogin": "2023-10-03T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202398142",
+ "timestamp": "2023-03-20 00:00:00",
+ "amount": 4593.91,
+ "type": "purchase",
+ "counterparty": "银行理财",
+ "remark": "购物"
+ }
+ ]
+ },
+ {
+ "userId": "10099",
+ "username": "黄超",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13099928154",
+ "accountType": "corporate",
+ "accountLevel": "silver",
+ "accountBalance": 337408.64,
+ "accountOpened": "2019-01-18",
+ "lastLogin": "2023-10-16T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202344312",
+ "timestamp": "2023-04-28 00:00:00",
+ "amount": -46568.31,
+ "type": "transfer",
+ "counterparty": "淘宝网",
+ "remark": ""
+ },
+ {
+ "transactionId": "TXN202335044",
+ "timestamp": "2023-08-01 00:00:00",
+ "amount": -41103.9,
+ "type": "other",
+ "counterparty": "",
+ "remark": "转账"
+ }
+ ]
+ },
+ {
+ "userId": "10100",
+ "username": "张军",
+ "password": "5f4dcc3b5aa765d61d8327deb882cf99",
+ "phoneNumber": "13679282402",
+ "accountType": "personal",
+ "accountLevel": "platinum",
+ "accountBalance": 336334.6,
+ "accountOpened": "2022-08-30",
+ "lastLogin": "2023-10-12T00:00:00Z",
+ "transactions": [
+ {
+ "transactionId": "TXN202319888",
+ "timestamp": "2023-08-01 00:00:00",
+ "amount": 6855.89,
+ "type": "transfer",
+ "counterparty": "支付宝",
+ "remark": "工资"
+ },
+ {
+ "transactionId": "TXN202398557",
+ "timestamp": "2023-06-19 00:00:00",
+ "amount": 3474.1,
+ "type": "salary",
+ "counterparty": "微信支付",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202303579",
+ "timestamp": "2023-09-15 00:00:00",
+ "amount": 23361.64,
+ "type": "salary",
+ "counterparty": "支付宝",
+ "remark": "还款"
+ },
+ {
+ "transactionId": "TXN202318826",
+ "timestamp": "2023-05-20 00:00:00",
+ "amount": 24748.97,
+ "type": "withdrawal",
+ "counterparty": "银行理财",
+ "remark": "转账"
+ },
+ {
+ "transactionId": "TXN202398589",
+ "timestamp": "2023-03-06 00:00:00",
+ "amount": -30800.25,
+ "type": "purchase",
+ "counterparty": "微信支付",
+ "remark": "转账"
+ }
+ ]
+ }
+ ]
+}
\ No newline at end of file
diff --git a/summer-ospp/bankagent/bank-user/import requests.py b/summer-ospp/bankagent/bank-user/import requests.py
new file mode 100644
index 00000000..4a5e7c34
--- /dev/null
+++ b/summer-ospp/bankagent/bank-user/import requests.py
@@ -0,0 +1,44 @@
+import requests
+from requests.exceptions import RequestException
+
+# 测试 URL
+TEST_URL = "https://sis-ext.cn-north-4.myhuaweicloud.com/v1" # 华为云 North4 API 根地址
+
+# 代理列表示例
+# 格式: {"type": "http" or "socks5", "address": "127.0.0.1:端口"}
+proxies_to_test = [
+ {"type": "http", "address": "8.156.67.245:3128"},
+ {"type": "socks5", "address": "127.0.0.1:1080"},
+]
+
+def test_proxy(proxy):
+ proxy_type = proxy["type"]
+ proxy_address = proxy["address"]
+
+ if proxy_type == "http":
+ proxies = {
+ "http": f"http://{proxy_address}",
+ "https": f"http://{proxy_address}",
+ }
+ elif proxy_type == "socks5":
+ proxies = {
+ "http": f"socks5h://{proxy_address}",
+ "https": f"socks5h://{proxy_address}",
+ }
+ else:
+ print(f"[!] 未知代理类型: {proxy_type}")
+ return
+
+ try:
+ resp = requests.get(TEST_URL, proxies=proxies, timeout=10)
+ if resp.status_code == 401 or resp.status_code == 403:
+ # 未认证，但能到达服务器
+ print(f"[✅] {proxy_type.upper()} {proxy_address} 可以访问华为云 North4（未认证）")
+ else:
+ print(f"[✅] {proxy_type.upper()} {proxy_address} 可以访问，HTTP状态码: {resp.status_code}")
+ except RequestException as e:
+ print(f"[❌] {proxy_type.upper()} {proxy_address} 无法访问: {e}")
+
+if __name__ == "__main__":
+ for proxy in proxies_to_test:
+ test_proxy(proxy)
diff --git a/summer-ospp/bankagent/bank-user/recommend.py b/summer-ospp/bankagent/bank-user/recommend.py
new file mode 100644
index 00000000..5383a005
--- /dev/null
+++ b/summer-ospp/bankagent/bank-user/recommend.py
@@ -0,0 +1,62 @@
+from flask import Flask, request, jsonify
+import json
+
+app = Flask(__name__)
+
+# 加载用户画像数据
+with open('user_profiles.json', 'r', encoding='utf-8') as f:
+ user_profiles = json.load(f)["users"]
+
+# 产品推荐规则（可拓展）
+def recommend_products(profile):
+ risk = profile["riskLevel"]
+ income = profile["incomeLevel"]
+ experience = profile["investmentExperience"]
+
+ # 规则引擎示例（可根据实际需求调整）
+ if risk == "high":
+ return [
+ "Tech Growth Fund",
+ "Crypto Index ETF",
+ "AI Startups Portfolio"
+ ]
+ elif risk == "medium":
+ if experience in ["advanced", "moderate"]:
+ return [
+ "Global Equity Fund",
+ "Balanced Income Fund",
+ "Emerging Market ETF"
+ ]
+ else:
+ return [
+ "Balanced Income Fund",
+ "Index Bond Fund"
+ ]
+ else: # risk = low
+ return [
+ "Government Bond Fund",
+ "Fixed Income ETF",
+ "Capital Protection Plan"
+ ]
+
+@app.route('/api/recommend', methods=['POST'])
+def recommend():
+ data = request.get_json()
+ user_id = data.get("userId")
+
+ user = next((u for u in user_profiles if u["userId"] == user_id), None)
+ if not user:
+ return jsonify({"error": "User not found"}), 404
+
+ products = recommend_products(user)
+ summary = f"Hello {user['username']}, based on your profile (Risk: {user['riskLevel']}, Income: {user['incomeLevel']}), we recommend: {', '.join(products)}."
+
+ return jsonify({
+ "userId": user["userId"],
+ "username": user["username"],
+ "recommendedProducts": products,
+ "summary": summary
+ })
+
+if __name__ == '__main__':
+ app.run(host='0.0.0.0', port=5000, debug=True)
diff --git a/summer-ospp/bankagent/bank-user/test_encoding.py b/summer-ospp/bankagent/bank-user/test_encoding.py
new file mode 100644
index 00000000..c24c8773
--- /dev/null
+++ b/summer-ospp/bankagent/bank-user/test_encoding.py
@@ -0,0 +1,168 @@
+# edge_tts_server_fixed.py
+from flask import Flask, request, jsonify, send_file
+from flask_cors import CORS
+import edge_tts
+import uuid
+import time
+import asyncio
+import logging
+from pathlib import Path
+
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+
+app = Flask(__name__)
+CORS(app)
+
+output_dir = Path("tts_output")
+output_dir.mkdir(exist_ok=True)
+
+class EdgeTTSWrapper:
+ """Edge-TTS 包装类，避免命名冲突"""
+
+ async def generate_speech_async(self, text, voice="zh-CN-XiaoxiaoNeural", output_path=None):
+ """异步生成语音"""
+ try:
+ communicate = edge_tts.Communicate(text, voice)
+ if output_path:
+ await communicate.save(output_path)
+ return True
+ else:
+ return await communicate.get_audio_data()
+ except Exception as e:
+ logger.error(f"Edge TTS错误: {e}")
+ return None
+
+ def generate_speech(self, text, voice="zh-CN-XiaoxiaoNeural", output_path=None):
+ """同步生成语音"""
+ try:
+ # 创建新的事件循环
+ loop = asyncio.new_event_loop()
+ asyncio.set_event_loop(loop)
+ result = loop.run_until_complete(
+ self.generate_speech_async(text, voice, output_path)
+ )
+ loop.close()
+ return result
+ except Exception as e:
+ logger.error(f"Edge TTS运行错误: {e}")
+ return None
+
+# 创建实例
+tts_service = EdgeTTSWrapper()
+
+@app.route('/tts/generate', methods=['POST', 'OPTIONS'])
+def generate_tts():
+ if request.method == 'OPTIONS':
+ return '', 200
+
+ try:
+ data = request.get_json()
+ logger.info(f"收到请求: {data}")
+
+ if not data or 'text' not in data:
+ return jsonify({'status': 'error', 'message': '缺少文本参数'}), 400
+
+ text = data['text'].strip()
+ if not text:
+ return jsonify({'status': 'error', 'message': '文本内容不能为空'}), 400
+
+ voice = data.get('voice', 'zh-CN-XiaoxiaoNeural')
+ filename = f"tts_{int(time.time())}_{uuid.uuid4().hex[:8]}.mp3"
+ output_path = output_dir / filename
+
+ logger.info(f"开始生成语音: {text[:50]}...")
+
+ # 生成语音
+ success = tts_service.generate_speech(text, voice, str(output_path))
+
+ if success and output_path.exists():
+ file_size = output_path.stat().st_size
+ logger.info(f"语音生成成功: {filename} ({file_size} bytes)")
+
+ audio_url = f"http://172.16.22.115:8080/tts/download/{filename}"
+
+ return jsonify({
+ 'status': 'success',
+ 'message': '语音生成成功',
+ 'audio_url': audio_url,
+ 'filename': filename,
+ 'text': text,
+ 'voice': voice,
+ 'file_size': file_size
+ })
+ else:
+ logger.error("语音生成失败")
+ return jsonify({'status': 'error', 'message': '语音生成失败'}), 500
+
+ except Exception as e:
+ logger.error(f"处理请求时出错: {e}")
+ return jsonify({'status': 'error', 'message': str(e)}), 500
+
+@app.route('/tts/download/', methods=['GET'])
+def download_audio(filename):
+ try:
+ # 安全检查
+ if '..' in filename or '/' in filename:
+ return jsonify({'status': 'error', 'message': '无效文件名'}), 400
+
+ file_path = output_dir / filename
+
+ if not file_path.exists():
+ return jsonify({'status': 'error', 'message': '文件不存在'}), 404
+
+ return send_file(
+ file_path,
+ as_attachment=True,
+ download_name=filename,
+ mimetype='audio/mpeg'
+ )
+
+ except Exception as e:
+ logger.error(f"下载失败: {e}")
+ return jsonify({'status': 'error', 'message': '下载失败'}), 500
+
+@app.route('/tts/health', methods=['GET'])
+def health_check():
+ """健康检查端点"""
+ return jsonify({
+ 'status': 'healthy',
+ 'service': 'Edge TTS Server',
+ 'timestamp': time.time()
+ })
+
+@app.route('/tts/voices', methods=['GET'])
+def list_voices():
+ """获取支持的语音列表"""
+ voices = [
+ {"name": "晓晓（女声）", "value": "zh-CN-XiaoxiaoNeural"},
+ {"name": "云扬（男声）", "value": "zh-CN-YunyangNeural"},
+ {"name": "晓辰（女声）", "value": "zh-CN-XiaochenNeural"},
+ {"name": "晓悠（女声）", "value": "zh-CN-XiaoyouNeural"},
+ {"name": "云希（男声）", "value": "zh-CN-YunxiNeural"},
+ {"name": "英语女声", "value": "en-US-AriaNeural"},
+ {"name": "英语男声", "value": "en-US-GuyNeural"}
+ ]
+ return jsonify({'status': 'success', 'voices': voices})
+
+if __name__ == '__main__':
+ print("启动修复版 Edge TTS 服务器...")
+ print("服务器地址: http://172.16.22.115:8080")
+ print("可用端点:")
+ print(" POST /tts/generate - 生成语音")
+ print(" GET /tts/download/ - 下载语音")
+ print(" GET /tts/health - 健康检查")
+ print(" GET /tts/voices - 获取语音列表")
+
+ # 确保输出目录存在
+ output_dir.mkdir(exist_ok=True)
+
+ # 测试Edge-TTS是否正常工作
+ try:
+ import edge_tts
+ print("✓ Edge-TTS 导入成功")
+ except ImportError:
+ print("✗ 请安装: pip install edge-tts")
+ exit(1)
+
+ app.run(host='0.0.0.0', port=8080, debug=True)
\ No newline at end of file
diff --git a/summer-ospp/bankagent/bank-user/tickets.json b/summer-ospp/bankagent/bank-user/tickets.json
new file mode 100644
index 00000000..07ebffcf
--- /dev/null
+++ b/summer-ospp/bankagent/bank-user/tickets.json
@@ -0,0 +1,24 @@
+{
+ "tickets": [
+ {
+ "ticketId": "TKT-20250821-753860",
+ "userId": "10001",
+ "username": "mark",
+ "category": "charge_dispute",
+ "content": "My credit card was charged twice for the same purchase yesterday.",
+ "status": "open",
+ "createdAt": "2025-08-21T08:42:33Z",
+ "updatedAt": "2025-08-21T08:42:33Z"
+ },
+ {
+ "ticketId": "TKT-20250925-995754",
+ "userId": "10001",
+ "username": "mark",
+ "category": "charge_dispute",
+ "content": "Hello, my name is Mark, my phone number is 13035968176, and my password is password.Can you recommend some financial products for me?",
+ "status": "open",
+ "createdAt": "2025-09-25T15:59:55Z",
+ "updatedAt": "2025-09-25T15:59:55Z"
+ }
+ ]
+}
\ No newline at end of file
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diff --git a/summer-ospp/bankagent/bank-user/tts_server.py b/summer-ospp/bankagent/bank-user/tts_server.py
new file mode 100644
index 00000000..4be0ea4e
--- /dev/null
+++ b/summer-ospp/bankagent/bank-user/tts_server.py
@@ -0,0 +1,250 @@
+# tts_asr_server.py
+from flask import Flask, request, jsonify, send_file
+from flask_cors import CORS
+import edge_tts
+import whisper
+import torch
+import uuid
+import time
+import asyncio
+import logging
+import os
+from pathlib import Path
+import tempfile
+
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+
+app = Flask(__name__)
+CORS(app)
+
+# 创建输出目录
+output_dir = Path("audio_output")
+output_dir.mkdir(exist_ok=True)
+
+# Edge-TTS 语音映射
+VOICE_MAPPING = {
+ 'xiaoxiao': 'zh-CN-XiaoxiaoNeural',
+ 'yunyang': 'zh-CN-YunyangNeural',
+ 'aria': 'en-US-AriaNeural',
+ 'guy': 'en-US-GuyNeural',
+ 'jenny': 'en-US-JennyNeural'
+}
+
+# 初始化 Whisper ASR 模型
+def load_whisper_model():
+ """加载Whisper语音识别模型"""
+ try:
+ logger.info("正在加载Whisper模型...")
+ # 使用中等模型，平衡精度和速度
+ model = whisper.load_model("medium")
+ logger.info("Whisper模型加载成功")
+ return model
+ except Exception as e:
+ logger.error(f"加载Whisper模型失败: {e}")
+ return None
+
+# 全局变量
+whisper_model = load_whisper_model()
+
+class AudioService:
+ """音频服务类，包含TTS和ASR功能"""
+
+ def get_voice_name(self, voice_input):
+ """获取完整的语音名称"""
+ if not voice_input:
+ return 'en-US-AriaNeural'
+
+ voice_lower = voice_input.lower()
+ if voice_lower in VOICE_MAPPING:
+ return VOICE_MAPPING[voice_lower]
+
+ if 'zh-CN-' in voice_input or 'en-US-' in voice_input:
+ return voice_input
+
+ return 'en-US-AriaNeural'
+
+ # TTS 功能
+ async def generate_speech_async(self, text, voice, output_path):
+ """异步生成语音"""
+ try:
+ full_voice_name = self.get_voice_name(voice)
+ communicate = edge_tts.Communicate(text, full_voice_name)
+ await communicate.save(output_path)
+ return True
+ except Exception as e:
+ logger.error(f"TTS生成失败: {e}")
+ return False
+
+ def generate_speech(self, text, voice="aria", output_path=None):
+ """同步生成语音"""
+ try:
+ loop = asyncio.new_event_loop()
+ asyncio.set_event_loop(loop)
+ result = loop.run_until_complete(
+ self.generate_speech_async(text, voice, output_path)
+ )
+ loop.close()
+ return result
+ except Exception as e:
+ logger.error(f"TTS运行错误: {e}")
+ return False
+
+ # ASR 功能
+ def transcribe_audio(self, audio_file_path, language="en"):
+ """语音识别转文字"""
+ try:
+ if not whisper_model:
+ return None, "Whisper模型未加载"
+
+ # 设置语言参数
+ if language.lower() in ['en', 'english']:
+ lang = "en"
+ else:
+ lang = None # 自动检测语言
+
+ # 进行语音识别
+ result = whisper_model.transcribe(
+ audio_file_path,
+ language=lang,
+ fp16=torch.cuda.is_available(), # 使用GPU加速（如果可用）
+ verbose=False
+ )
+
+ text = result["text"].strip()
+ language_detected = result["language"]
+
+ logger.info(f"ASR识别结果: {text} (语言: {language_detected})")
+ return text, language_detected
+
+ except Exception as e:
+ logger.error(f"ASR识别失败: {e}")
+ return None, str(e)
+
+# 创建服务实例
+audio_service = AudioService()
+
+@app.route('/tts/generate', methods=['POST'])
+def generate_tts():
+ """TTS生成接口（直接返回音频）"""
+ try:
+ data = request.get_json()
+ text = data.get('text', '')
+ voice = data.get('voice', 'standard_female')
+
+ if not text:
+ return jsonify({"error": "Text parameter is required"}), 400
+
+ # 调用TTS服务
+ filepath, filename = speech_service.text_to_speech(text, voice)
+
+ # ⭐ 关键修改：直接返回音频文件，而不是JSON
+ return send_file(
+ filepath,
+ mimetype='audio/mpeg',
+ as_attachment=False, # 不下载，直接播放
+ download_name=filename
+ )
+
+ except Exception as e:
+ logging.error(f"[TTS ERROR] {str(e)}")
+ return jsonify({"error": str(e)}), 500
+
+
+
+# ASR 路由
+@app.route('/asr/transcribe', methods=['POST', 'OPTIONS'])
+def transcribe_audio():
+ if request.method == 'OPTIONS':
+ return '', 200
+
+ try:
+ # 检查是否有文件上传
+ if 'audio' not in request.files:
+ return jsonify({'status': 'error', 'message': 'No audio file provided'}), 400
+
+ audio_file = request.files['audio']
+ if audio_file.filename == '':
+ return jsonify({'status': 'error', 'message': 'No file selected'}), 400
+
+ # 获取语言参数
+ language = request.form.get('language', 'en')
+
+ # 保存上传的音频文件
+ filename = f"asr_{int(time.time())}_{uuid.uuid4().hex[:8]}_{audio_file.filename}"
+ input_path = output_dir / filename
+ audio_file.save(input_path)
+
+ logger.info(f"开始语音识别: {filename}")
+
+ # 进行语音识别
+ text, detected_language = audio_service.transcribe_audio(str(input_path), language)
+
+ if text:
+ return jsonify({
+ 'status': 'success',
+ 'message': 'Transcription successful',
+ 'text': text,
+ 'detected_language': detected_language,
+ 'filename': filename,
+ 'confidence': 'high' # Whisper精度很高
+ })
+ else:
+ return jsonify({'status': 'error', 'message': 'Transcription failed'}), 500
+
+ except Exception as e:
+ logger.error(f"ASR error: {e}")
+ return jsonify({'status': 'error', 'message': str(e)}), 500
+
+# 文件下载路由
+@app.route('/audio/download/', methods=['GET'])
+def download_audio(filename):
+ try:
+ file_path = output_dir / filename
+ if file_path.exists():
+ return send_file(file_path, as_attachment=True)
+ return jsonify({'status': 'error', 'message': 'File not found'}), 404
+ except Exception as e:
+ return jsonify({'status': 'error', 'message': str(e)}), 500
+
+# 健康检查
+@app.route('/health', methods=['GET'])
+def health_check():
+ return jsonify({
+ 'status': 'healthy',
+ 'service': 'TTS + ASR Server',
+ 'tts_available': True,
+ 'asr_available': whisper_model is not None,
+ 'supported_voices': list(VOICE_MAPPING.keys()),
+ 'supported_languages': ['en', 'auto']
+ })
+
+# 获取支持的语音列表
+@app.route('/voices', methods=['GET'])
+def list_voices():
+ voices = [
+ {"name": "Aria (English Female)", "value": "aria"},
+ {"name": "Guy (English Male)", "value": "guy"},
+ {"name": "Jenny (English Female)", "value": "jenny"},
+ {"name": "Xiaoxiao (Chinese Female)", "value": "xiaoxiao"},
+ {"name": "Yunyang (Chinese Male)", "value": "yunyang"}
+ ]
+ return jsonify({'status': 'success', 'voices': voices})
+
+if __name__ == '__main__':
+ print("启动 TTS + ASR 服务器...")
+ print("功能:")
+ print(" TTS: POST /tts/generate")
+ print(" ASR: POST /asr/transcribe")
+ print(" 下载: GET /audio/download/")
+ print(" 健康检查: GET /health")
+ print(" 语音列表: GET /voices")
+
+ # 检查模型加载情况
+ if whisper_model:
+ print("✓ Whisper ASR 模型加载成功")
+ else:
+ print("⚠ Whisper ASR 模型加载失败，ASR功能不可用")
+
+ output_dir.mkdir(exist_ok=True)
+ app.run(host='0.0.0.0', port=8080, debug=True)
\ No newline at end of file
diff --git a/summer-ospp/bankagent/bank-user/txt2word.py b/summer-ospp/bankagent/bank-user/txt2word.py
new file mode 100644
index 00000000..7a05d953
--- /dev/null
+++ b/summer-ospp/bankagent/bank-user/txt2word.py
@@ -0,0 +1,53 @@
+import os
+import time
+from docx import Document
+from threading import Thread
+
+def process_file(txt_path, word_path):
+ try:
+ print(f"开始处理文件: {txt_path}")
+ start_time = time.time()
+
+ # 读取文件（超时设置）
+ with open(txt_path, 'r', encoding='utf-8', errors='ignore') as f:
+ content = f.read()
+ print(f"读取完成，长度: {len(content)} 字符")
+
+ # 创建 Word 文档
+ doc = Document()
+ for line in content.split('\n'):
+ doc.add_paragraph(line)
+
+ doc.save(word_path)
+ print(f"保存成功: {word_path} (耗时: {time.time() - start_time:.2f}s)")
+
+ except Exception as e:
+ print(f"处理失败: {e}")
+
+def txt_to_word(source_folder):
+ if not os.path.exists(source_folder):
+ print(f"文件夹不存在: {source_folder}")
+ return
+
+ for i in range(10, 11): # 只处理 10.txt（测试用）
+ txt_filename = f"{i}.txt"
+ word_filename = f"{i}.docx"
+ txt_path = os.path.join(source_folder, txt_filename)
+ word_path = os.path.join(source_folder, word_filename)
+
+ if not os.path.exists(txt_path):
+ print(f"文件不存在: {txt_filename}")
+ continue
+
+ # 启动线程（避免主程序卡死）
+ t = Thread(target=process_file, args=(txt_path, word_path))
+ t.start()
+ t.join(timeout=30) # 设置 30 秒超时
+
+ if t.is_alive():
+ print(f"处理超时: {txt_filename}")
+
+if __name__ == "__main__":
+ folder_path = "E:/guolei/Documents/translate" # 替换为你的路径
+ txt_to_word(folder_path)
+ print("处理结束")
\ No newline at end of file
diff --git a/summer-ospp/bankagent/bank-user/user_profiles.json b/summer-ospp/bankagent/bank-user/user_profiles.json
new file mode 100644
index 00000000..091d7a6e
--- /dev/null
+++ b/summer-ospp/bankagent/bank-user/user_profiles.json
@@ -0,0 +1,804 @@
+{
+ "users": [
+ {
+ "userId": "10001",
+ "username": "mark",
+ "age": 57,
+ "riskLevel": "high",
+ "incomeLevel": "low",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10002",
+ "username": "xiulan",
+ "age": 56,
+ "riskLevel": "high",
+ "incomeLevel": "high",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10003",
+ "username": "gl",
+ "age": 60,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10004",
+ "username": "dahai",
+ "age": 46,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10005",
+ "username": "bob",
+ "age": 25,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10006",
+ "username": "eason",
+ "age": 28,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10007",
+ "username": "jay",
+ "age": 29,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10008",
+ "username": "吴秀兰",
+ "age": 59,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10009",
+ "username": "李秀兰",
+ "age": 37,
+ "riskLevel": "low",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10010",
+ "username": "张洋",
+ "age": 56,
+ "riskLevel": "low",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10011",
+ "username": "杨芳",
+ "age": 26,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10012",
+ "username": "陈勇",
+ "age": 44,
+ "riskLevel": "high",
+ "incomeLevel": "high",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10013",
+ "username": "吴勇",
+ "age": 42,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10014",
+ "username": "刘娟",
+ "age": 57,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10015",
+ "username": "陈秀英",
+ "age": 34,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10016",
+ "username": "陈霞",
+ "age": 46,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10017",
+ "username": "吴杰",
+ "age": 29,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10018",
+ "username": "赵芳",
+ "age": 40,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10019",
+ "username": "黄霞",
+ "age": 47,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10020",
+ "username": "吴娜",
+ "age": 45,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10021",
+ "username": "张杰",
+ "age": 36,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10022",
+ "username": "刘娟",
+ "age": 28,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10023",
+ "username": "黄艳",
+ "age": 50,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10024",
+ "username": "杨敏",
+ "age": 51,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10025",
+ "username": "刘秀英",
+ "age": 32,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10026",
+ "username": "吴娟",
+ "age": 30,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10027",
+ "username": "赵强",
+ "age": 45,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10028",
+ "username": "黄强",
+ "age": 40,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10029",
+ "username": "赵娟",
+ "age": 50,
+ "riskLevel": "high",
+ "incomeLevel": "high",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10030",
+ "username": "张敏",
+ "age": 39,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10031",
+ "username": "吴丽",
+ "age": 45,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10032",
+ "username": "赵平",
+ "age": 29,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10033",
+ "username": "赵丽",
+ "age": 26,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10034",
+ "username": "李静",
+ "age": 46,
+ "riskLevel": "high",
+ "incomeLevel": "low",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10035",
+ "username": "王静",
+ "age": 56,
+ "riskLevel": "high",
+ "incomeLevel": "low",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10036",
+ "username": "张伟",
+ "age": 30,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10037",
+ "username": "刘敏",
+ "age": 28,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10038",
+ "username": "张秀兰",
+ "age": 46,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10039",
+ "username": "王敏",
+ "age": 38,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10040",
+ "username": "王杰",
+ "age": 27,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10041",
+ "username": "赵秀英",
+ "age": 29,
+ "riskLevel": "high",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10042",
+ "username": "周勇",
+ "age": 26,
+ "riskLevel": "high",
+ "incomeLevel": "low",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10043",
+ "username": "刘静",
+ "age": 28,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10044",
+ "username": "李霞",
+ "age": 60,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10045",
+ "username": "王伟",
+ "age": 34,
+ "riskLevel": "high",
+ "incomeLevel": "low",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10046",
+ "username": "吴霞",
+ "age": 27,
+ "riskLevel": "high",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10047",
+ "username": "杨敏",
+ "age": 53,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10048",
+ "username": "吴艳",
+ "age": 29,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10049",
+ "username": "李敏",
+ "age": 25,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10050",
+ "username": "黄静",
+ "age": 60,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10051",
+ "username": "李娜",
+ "age": 39,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10052",
+ "username": "周杰",
+ "age": 25,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10053",
+ "username": "陈强",
+ "age": 48,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10054",
+ "username": "周霞",
+ "age": 60,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10055",
+ "username": "李秀英",
+ "age": 45,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10056",
+ "username": "李勇",
+ "age": 38,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10057",
+ "username": "陈秀兰",
+ "age": 50,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10058",
+ "username": "刘涛",
+ "age": 29,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10059",
+ "username": "刘霞",
+ "age": 37,
+ "riskLevel": "low",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10060",
+ "username": "赵平",
+ "age": 28,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10061",
+ "username": "赵超",
+ "age": 48,
+ "riskLevel": "low",
+ "incomeLevel": "medium",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10062",
+ "username": "黄秀兰",
+ "age": 46,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10063",
+ "username": "李丽",
+ "age": 59,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10064",
+ "username": "陈秀英",
+ "age": 26,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10065",
+ "username": "陈伟",
+ "age": 50,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10066",
+ "username": "李秀英",
+ "age": 60,
+ "riskLevel": "low",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10067",
+ "username": "陈超",
+ "age": 42,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10068",
+ "username": "周涛",
+ "age": 49,
+ "riskLevel": "high",
+ "incomeLevel": "high",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10069",
+ "username": "张勇",
+ "age": 60,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10070",
+ "username": "黄平",
+ "age": 28,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10071",
+ "username": "赵霞",
+ "age": 52,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10072",
+ "username": "赵芳",
+ "age": 52,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10073",
+ "username": "刘娟",
+ "age": 48,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10074",
+ "username": "陈军",
+ "age": 56,
+ "riskLevel": "high",
+ "incomeLevel": "low",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10075",
+ "username": "黄艳",
+ "age": 55,
+ "riskLevel": "low",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10076",
+ "username": "李勇",
+ "age": 57,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10077",
+ "username": "周丽",
+ "age": 48,
+ "riskLevel": "high",
+ "incomeLevel": "high",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10078",
+ "username": "吴伟",
+ "age": 34,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10079",
+ "username": "赵磊",
+ "age": 34,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10080",
+ "username": "周勇",
+ "age": 54,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10081",
+ "username": "黄霞",
+ "age": 48,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10082",
+ "username": "周军",
+ "age": 54,
+ "riskLevel": "low",
+ "incomeLevel": "medium",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10083",
+ "username": "王磊",
+ "age": 32,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10084",
+ "username": "王艳",
+ "age": 29,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10085",
+ "username": "杨娜",
+ "age": 39,
+ "riskLevel": "high",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10086",
+ "username": "吴勇",
+ "age": 58,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10087",
+ "username": "王娜",
+ "age": 53,
+ "riskLevel": "high",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10088",
+ "username": "黄勇",
+ "age": 30,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10089",
+ "username": "周娟",
+ "age": 52,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10090",
+ "username": "陈超",
+ "age": 48,
+ "riskLevel": "low",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10091",
+ "username": "杨娜",
+ "age": 38,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10092",
+ "username": "刘勇",
+ "age": 60,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10093",
+ "username": "吴伟",
+ "age": 43,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10094",
+ "username": "周勇",
+ "age": 48,
+ "riskLevel": "high",
+ "incomeLevel": "high",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10095",
+ "username": "杨秀兰",
+ "age": 45,
+ "riskLevel": "low",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10096",
+ "username": "赵艳",
+ "age": 28,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10097",
+ "username": "赵超",
+ "age": 31,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10098",
+ "username": "李强",
+ "age": 47,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10099",
+ "username": "黄超",
+ "age": 53,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10100",
+ "username": "张军",
+ "age": 43,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "advanced"
+ }
+ ]
+}
\ No newline at end of file
diff --git a/summer-ospp/bankagent/tencent_tts/__pycache__/speech_client.cpython-39.pyc b/summer-ospp/bankagent/tencent_tts/__pycache__/speech_client.cpython-39.pyc
new file mode 100644
index 00000000..5dd2aeb9
Binary files /dev/null and b/summer-ospp/bankagent/tencent_tts/__pycache__/speech_client.cpython-39.pyc differ
diff --git a/summer-ospp/bankagent/tencent_tts/app.py b/summer-ospp/bankagent/tencent_tts/app.py
new file mode 100644
index 00000000..c8850d6c
--- /dev/null
+++ b/summer-ospp/bankagent/tencent_tts/app.py
@@ -0,0 +1,271 @@
+from flask import Flask, request, jsonify, send_file
+from flask_cors import CORS
+import os
+import uuid
+import time
+import base64
+import logging
+from datetime import datetime
+from tencentcloud.common import credential
+from tencentcloud.common.profile.client_profile import ClientProfile
+from tencentcloud.tts.v20190823 import tts_client, models as tts_models
+from tencentcloud.asr.v20190614 import asr_client, models as asr_models
+from dotenv import load_dotenv
+
+# ========================
+# 初始化配置
+# ========================
+load_dotenv()
+app = Flask(__name__)
+CORS(app)
+logging.basicConfig(level=logging.INFO)
+
+# 音频存储目录
+AUDIO_DIR = "audio_storage"
+os.makedirs(AUDIO_DIR, exist_ok=True)
+
+# 音色映射表（英文专用）
+VOICE_MAP = {
+ "standard_female": 1001, # 标准女声
+ "standard_male": 1002, # 标准男声
+ "news_female": 1015, # 新闻女声
+ "news_male": 1016 # 新闻男声
+}
+
+
+# ========================
+# 核心服务类
+# ========================
+class SpeechService:
+ def __init__(self):
+ self.tts_client = self._init_tts_client()
+ self.asr_client = self._init_asr_client()
+
+ def _init_tts_client(self):
+ """初始化腾讯云TTS客户端"""
+ cred = credential.Credential(
+ os.getenv('TENCENT_SECRET_ID'),
+ os.getenv('TENCENT_SECRET_KEY')
+ )
+ cp = ClientProfile()
+ cp.httpProfile.endpoint = "tts.tencentcloudapi.com"
+ return tts_client.TtsClient(cred, "ap-shanghai", cp)
+
+ def _init_asr_client(self):
+ """初始化腾讯云ASR客户端"""
+ cred = credential.Credential(
+ os.getenv('TENCENT_SECRET_ID'),
+ os.getenv('TENCENT_SECRET_KEY')
+ )
+ cp = ClientProfile()
+ cp.httpProfile.endpoint = "asr.tencentcloudapi.com"
+ return asr_client.AsrClient(cred, "ap-shanghai", cp)
+
+ def text_to_speech(self, text, voice_type="standard_female"):
+ """
+ 文本转语音（完整修复版）
+ :param text: 要合成的文本
+ :param voice_type: 音色类型
+ :return: (文件路径, 文件名)
+ """
+ try:
+ if not text or not isinstance(text, str):
+ raise ValueError("Text must be a non-empty string")
+
+ req = tts_models.TextToVoiceRequest()
+ req.Text = text
+ req.VoiceType = VOICE_MAP.get(voice_type, 1001) # 默认标准女声
+ req.PrimaryLanguage = 2 # 2=English
+
+ # === 关键修复：添加所有必需参数 ===
+ req.SessionId = f"dify_{uuid.uuid4().hex[:16]}" # 唯一会话ID
+ req.ModelType = 1 # 1=基础模型
+ req.SampleRate = 16000 # 16kHz采样率
+ # ================================
+
+ resp = self.tts_client.TextToVoice(req)
+ audio_data = base64.b64decode(resp.Audio)
+
+ # 生成唯一文件名
+ timestamp = int(time.time())
+ random_str = uuid.uuid4().hex[:8]
+ filename = f"tts_{timestamp}_{random_str}.mp3"
+ filepath = os.path.join(AUDIO_DIR, filename)
+
+ # 保存音频文件
+ with open(filepath, "wb") as f:
+ f.write(audio_data)
+
+ return filepath, filename
+
+ except Exception as e:
+ logging.error(f"[TTS ERROR] {str(e)}", exc_info=True)
+ raise
+
+ def speech_to_text(self, audio_path):
+ """
+ 语音转文本（支持WAV/MP3）
+ :param audio_path: 音频文件路径
+ :return: 识别文本
+ """
+ try:
+ # 读取并编码音频
+ with open(audio_path, "rb") as f:
+ audio_data = base64.b64encode(f.read()).decode('utf-8')
+
+ # 调用ASR接口
+ req = asr_models.SentenceRecognitionRequest()
+ req.EngSerViceType = "16k_zh" # 中文普通话
+ req.SourceType = 1 # 1=本地音频
+ req.VoiceFormat = "wav" if audio_path.endswith(".wav") else "mp3"
+ req.UsrAudioKey = os.path.basename(audio_path)
+ req.Data = audio_data
+ req.DataLen = len(audio_data)
+
+ resp = self.asr_client.SentenceRecognition(req)
+ return resp.Result
+
+ except Exception as e:
+ logging.error(f"[ASR ERROR] {str(e)}", exc_info=True)
+ raise
+
+
+# ========================
+# Flask路由
+# ========================
+speech_service = SpeechService()
+
+
+@app.route('/health', methods=['GET'])
+def health_check():
+ """健康检查接口"""
+ return jsonify({
+ "status": "running",
+ "timestamp": datetime.now().isoformat(),
+ "services": ["TTS", "ASR"]
+ })
+
+
+@app.route('/tts/generate', methods=['POST'])
+def generate_tts():
+ """
+ TTS生成接口（Dify调用入口）
+ 请求格式：
+ {
+ "text": "Hello world",
+ "voice": "standard_female"
+ }
+ """
+ try:
+ # 参数验证
+ data = request.get_json()
+ if not data:
+ return jsonify({"error": "JSON body is required"}), 400
+
+ text = data.get('text')
+ if not text or not isinstance(text, str):
+ return jsonify({"error": "Valid 'text' parameter is required"}), 400
+
+ voice = data.get('voice', 'standard_female')
+ if voice not in VOICE_MAP:
+ return jsonify({"error": f"Invalid voice type. Allowed: {list(VOICE_MAP.keys())}"}), 400
+
+ # 调用TTS服务
+ _, filename = speech_service.text_to_speech(text, voice)
+
+ # 构造响应
+ return jsonify({
+ "status": "success",
+ "audio_url": f"{request.host_url}audio/{filename}",
+ "text": text,
+ "voice": voice,
+ "timestamp": datetime.now().isoformat()
+ })
+
+ except Exception as e:
+ logging.error(f"[API ERROR] {str(e)}")
+ return jsonify({
+ "status": "error",
+ "message": str(e),
+ "solution": "Check server logs for details"
+ }), 500
+
+
+@app.route('/asr/recognize', methods=['POST'])
+def recognize_speech():
+ """
+ ASR识别接口（Dify调用入口）
+ 请求格式：form-data上传音频文件
+ """
+ try:
+ if 'file' not in request.files:
+ return jsonify({"error": "Audio file is required"}), 400
+
+ audio_file = request.files['file']
+ if audio_file.filename == '':
+ return jsonify({"error": "Empty file"}), 400
+
+ # 保存临时文件
+ temp_filename = f"asr_temp_{uuid.uuid4().hex[:8]}.wav"
+ temp_path = os.path.join(AUDIO_DIR, temp_filename)
+ audio_file.save(temp_path)
+
+ # 调用ASR
+ text = speech_service.speech_to_text(temp_path)
+
+ # 清理临时文件
+ os.remove(temp_path)
+
+ return jsonify({
+ "status": "success",
+ "text": text,
+ "language": "zh-CN",
+ "timestamp": datetime.now().isoformat()
+ })
+
+ except Exception as e:
+ return jsonify({"error": str(e)}), 500
+
+
+@app.route('/audio/', methods=['GET'])
+def get_audio(filename):
+ """音频文件下载接口"""
+ try:
+ # 安全验证（防止路径遍历）
+ if not (filename.startswith("tts_") or filename.startswith("asr_")) or not filename.endswith((".mp3", ".wav")):
+ return jsonify({"error": "Invalid filename format"}), 400
+
+ filepath = os.path.join(AUDIO_DIR, filename)
+ if not os.path.exists(filepath):
+ return jsonify({"error": "File not found"}), 404
+
+ return send_file(filepath, mimetype='audio/mpeg')
+
+ except Exception as e:
+ logging.error(f"[AUDIO DOWNLOAD ERROR] {str(e)}")
+ return jsonify({"error": "Internal server error"}), 500
+
+
+# ========================
+# 启动服务
+# ========================
+if __name__ == '__main__':
+ # 检查环境变量
+ if not os.getenv('TENCENT_SECRET_ID') or not os.getenv('TENCENT_SECRET_KEY'):
+ logging.error("Missing Tencent Cloud credentials in .env file")
+ exit(1)
+
+ # 启动前清理旧文件
+ for f in os.listdir(AUDIO_DIR):
+ if f.startswith("tts_") or f.startswith("asr_"):
+ filepath = os.path.join(AUDIO_DIR, f)
+ if os.path.getmtime(filepath) < time.time() - 86400: # 24小时
+ os.remove(filepath)
+
+ # 运行服务
+ app.run(
+ host='0.0.0.0',
+ port=5000,
+ debug=False, # 生产环境设为False
+ threaded=True
+ )
\ No newline at end of file
diff --git a/summer-ospp/bankagent/tencent_tts/asr.py b/summer-ospp/bankagent/tencent_tts/asr.py
new file mode 100644
index 00000000..b107f2c2
--- /dev/null
+++ b/summer-ospp/bankagent/tencent_tts/asr.py
@@ -0,0 +1,5 @@
+# asr.py
+from huaweicloud_sis import asr_short_sentence_wav16k
+
+def asr_recognize_bytes(wav16k_bytes: bytes) -> str:
+ return asr_short_sentence_wav16k(wav16k_bytes, lang="en_us")
diff --git a/summer-ospp/bankagent/tencent_tts/audio_storage/tts_1758089607_18a71d18.mp3 b/summer-ospp/bankagent/tencent_tts/audio_storage/tts_1758089607_18a71d18.mp3
new file mode 100644
index 00000000..8eb0312d
Binary files /dev/null and b/summer-ospp/bankagent/tencent_tts/audio_storage/tts_1758089607_18a71d18.mp3 differ
diff --git a/summer-ospp/bankagent/tencent_tts/audio_storage/tts_1758089809_b39f5610.mp3 b/summer-ospp/bankagent/tencent_tts/audio_storage/tts_1758089809_b39f5610.mp3
new file mode 100644
index 00000000..8eb0312d
Binary files /dev/null and b/summer-ospp/bankagent/tencent_tts/audio_storage/tts_1758089809_b39f5610.mp3 differ
diff --git a/summer-ospp/bankagent/tencent_tts/audio_storage/tts_1758090393_8063f5ca.mp3 b/summer-ospp/bankagent/tencent_tts/audio_storage/tts_1758090393_8063f5ca.mp3
new file mode 100644
index 00000000..8eb0312d
Binary files /dev/null and b/summer-ospp/bankagent/tencent_tts/audio_storage/tts_1758090393_8063f5ca.mp3 differ
diff --git a/summer-ospp/bankagent/tencent_tts/audio_storage/tts_1758091141_285f061d.mp3 b/summer-ospp/bankagent/tencent_tts/audio_storage/tts_1758091141_285f061d.mp3
new file mode 100644
index 00000000..af9e7f6e
Binary files /dev/null and b/summer-ospp/bankagent/tencent_tts/audio_storage/tts_1758091141_285f061d.mp3 differ
diff --git a/summer-ospp/bankagent/tencent_tts/english_output.mp3 b/summer-ospp/bankagent/tencent_tts/english_output.mp3
new file mode 100644
index 00000000..643ad2a7
Binary files /dev/null and b/summer-ospp/bankagent/tencent_tts/english_output.mp3 differ
diff --git a/summer-ospp/bankagent/tencent_tts/env.example b/summer-ospp/bankagent/tencent_tts/env.example
new file mode 100644
index 00000000..6a417e25
--- /dev/null
+++ b/summer-ospp/bankagent/tencent_tts/env.example
@@ -0,0 +1,11 @@
+# 必填
+export HUAWEI_AK="HPUAT6HFEYS1ZK55LT60"
+export HUAWEI_SK="6CYfD5a0x5bbkUxPm3tM2o9NCgTJ0CYPdWrITIHa"
+export HUAWEI_PROJECT_ID="01f29acd906249abb46328f2cab3d2f5" # 形如 3e77...bcc
+export HUAWEI_REGION="cn-north-4"
+
+# 可选：覆盖默认 endpoint；公网用 sis-ext，若后续走VPCEP就换成私网域名
+export HUAWEI_SIS_ENDPOINT="https://sis-ext.cn-north-4.myhuaweicloud.com"
+
+# 本服务 API Key（防止被未授权调用）
+export BANK_ASR_TTS_API_KEY="super_secret_12345"
diff --git a/summer-ospp/bankagent/tencent_tts/huaweicloud_sis.py b/summer-ospp/bankagent/tencent_tts/huaweicloud_sis.py
new file mode 100644
index 00000000..cb8fd9d5
--- /dev/null
+++ b/summer-ospp/bankagent/tencent_tts/huaweicloud_sis.py
@@ -0,0 +1,102 @@
+# huaweicloud_sis.py
+import os, hmac, hashlib, base64, json, datetime, requests
+from typing import Tuple
+
+AK = os.getenv("HUAWEI_AK")
+SK = os.getenv("HUAWEI_SK")
+PROJECT_ID = os.getenv("HUAWEI_PROJECT_ID")
+REGION = os.getenv("HUAWEI_REGION", "cn-north-4")
+SIS_ENDPOINT = os.getenv("HUAWEI_SIS_ENDPOINT", f"https://sis-ext.{REGION}.myhuaweicloud.com").rstrip("/")
+
+if not (AK and SK and PROJECT_ID):
+ raise RuntimeError("请先设置 HUAWEI_AK / HUAWEI_SK / HUAWEI_PROJECT_ID（必填），HUAWEI_REGION 可选，HUAWEI_SIS_ENDPOINT 可选")
+
+def _utc_iso() -> str:
+ # 形如：20250829T080102Z
+ return datetime.datetime.utcnow().strftime("%Y%m%dT%H%M%SZ")
+
+def _canonical_request(method: str, path: str, query: str, headers: dict, body: bytes) -> Tuple[str, str]:
+ # 规范化 header：host + x-sdk-date 必须；其余按需增加
+ # 注意：Host 必须与实际域名一致
+ host = SIS_ENDPOINT.replace("https://", "").replace("http://", "")
+ x_sdk_date = headers.get("X-Sdk-Date") or _utc_iso()
+ headers["Host"] = host
+ headers["X-Sdk-Date"] = x_sdk_date
+
+ # 参与签名的头（小写、按字典序）
+ signed_header_keys = ["host", "x-sdk-date"]
+ canonical_headers = f"host:{host}\n" + f"x-sdk-date:{x_sdk_date}\n"
+ signed_headers = ";".join(signed_header_keys)
+
+ # body sha256
+ payload_hash = hashlib.sha256(body or b"").hexdigest()
+
+ # path & query 已经是规范形式（path 形如 /v1/{project_id}/tts）
+ canonical = "\n".join([
+ method.upper(),
+ path,
+ query or "",
+ canonical_headers,
+ signed_headers,
+ payload_hash
+ ])
+ return canonical, signed_headers
+
+def _sign(method: str, path: str, query: str, body: bytes, extra_headers: dict = None) -> dict:
+ """返回带 Authorization 的 headers；采用华为云 APIG V2 简化签名"""
+ headers = {"Content-Type": "application/json"}
+ if extra_headers:
+ headers.update(extra_headers)
+ canonical, signed_headers = _canonical_request(method, path, query, headers, body)
+ string_to_sign = canonical.encode("utf-8")
+ signature = hmac.new(SK.encode("utf-8"), string_to_sign, hashlib.sha256).hexdigest()
+ auth = f"HMAC-SHA256 Credential={AK}, SignedHeaders={signed_headers}, Signature={signature}"
+ headers["Authorization"] = auth
+ return headers
+
+def _request_json(method: str, url: str, path: str, body: dict, timeout: int = 60) -> dict:
+ body_bytes = json.dumps(body, ensure_ascii=False).encode("utf-8")
+ headers = _sign(method, path, "", body_bytes)
+ resp = requests.request(method, url, headers=headers, data=body_bytes, timeout=timeout)
+ if resp.status_code >= 300:
+ raise RuntimeError(f"SIS HTTP {resp.status_code}: {resp.text}")
+ return resp.json()
+
+# ===================== 一句话识别（短音频，<=1min，<=10MB） =====================
+def asr_short_sentence_wav16k(wav_bytes: bytes, lang="en_us") -> str:
+ # 参考属性：英文 16k
+ prop = "english_16k" if lang.lower().startswith("en") else "chinese_16k_general"
+ b64 = base64.b64encode(wav_bytes).decode("utf-8")
+ path = f"/v1/{PROJECT_ID}/short-audio"
+ url = f"{SIS_ENDPOINT}{path}"
+ body = {
+ "config": {
+ "audio_format": "wav",
+ "property": prop,
+ "add_punc": "yes"
+ },
+ "data": b64
+ }
+ data = _request_json("POST", url, path, body, timeout=90)
+ # 返回结构通常为 {"result":{"text":"..."}}
+ return (data.get("result") or {}).get("text", "")
+
+# ===================== 文本转语音（TTS） =====================
+def tts_text_to_wav(text: str, lang="en_us") -> bytes:
+ prop = "english_common" if lang.lower().startswith("en") else "chinese_xiaoyan_common"
+ path = f"/v1/{PROJECT_ID}/tts"
+ url = f"{SIS_ENDPOINT}{path}"
+ body = {
+ "text": text,
+ "config": {
+ "audio_format": "wav",
+ "sample_rate": "16000",
+ "property": prop
+ }
+ }
+ data = _request_json("POST", url, path, body, timeout=90)
+ # 返回结构通常为 {"result":{"data":"base64", "format":"wav"}}
+ b64 = (data.get("result") or {}).get("data", "")
+ if not b64:
+ raise RuntimeError(f"TTS返回空：{data}")
+ return base64.b64decode(b64)
diff --git a/summer-ospp/bankagent/tencent_tts/luyin.py b/summer-ospp/bankagent/tencent_tts/luyin.py
new file mode 100644
index 00000000..43dce716
--- /dev/null
+++ b/summer-ospp/bankagent/tencent_tts/luyin.py
@@ -0,0 +1,12 @@
+import sounddevice as sd
+import soundfile as sf
+
+fs = 16000 # 采样率
+seconds = 3 # 录音时长
+
+print("开始录音...")
+audio = sd.rec(int(seconds * fs), samplerate=fs, channels=1, dtype='int16')
+sd.wait()
+print("录音完成，保存为 sample.wav")
+
+sf.write("sample.wav", audio, fs)
diff --git a/summer-ospp/bankagent/tencent_tts/requirements.txt b/summer-ospp/bankagent/tencent_tts/requirements.txt
new file mode 100644
index 00000000..409e6181
--- /dev/null
+++ b/summer-ospp/bankagent/tencent_tts/requirements.txt
@@ -0,0 +1,6 @@
+fastapi==0.111.0
+uvicorn[standard]==0.30.0
+requests==2.32.3
+soundfile==0.12.1
+numpy==1.26.4
+python-multipart==0.0.9
\ No newline at end of file
diff --git a/summer-ospp/bankagent/tencent_tts/speech_client.py b/summer-ospp/bankagent/tencent_tts/speech_client.py
new file mode 100644
index 00000000..8620b7e6
--- /dev/null
+++ b/summer-ospp/bankagent/tencent_tts/speech_client.py
@@ -0,0 +1,82 @@
+import os
+import base64
+import logging
+from tencentcloud.common import credential
+from tencentcloud.common.profile.client_profile import ClientProfile
+from tencentcloud.asr.v20190614 import asr_client, models as asr_models
+from tencentcloud.tts.v20190823 import tts_client, models as tts_models
+from dotenv import load_dotenv
+
+load_dotenv()
+
+
+class TencentSpeech:
+ def __init__(self):
+ # 初始化认证
+ self.secret_id = os.getenv('TENCENT_SECRET_ID')
+ self.secret_key = os.getenv('TENCENT_SECRET_KEY')
+ self.region = os.getenv('TENCENT_REGION', 'ap-shanghai')
+
+ # 创建客户端
+ cred = credential.Credential(self.secret_id, self.secret_key)
+ self.asr_client = self._init_asr_client(cred)
+ self.tts_client = self._init_tts_client(cred)
+
+ def _init_asr_client(self, cred):
+ """初始化ASR客户端"""
+ cp = ClientProfile()
+ cp.httpProfile.endpoint = "asr.tencentcloudapi.com"
+ return asr_client.AsrClient(cred, self.region, cp)
+
+ def _init_tts_client(self, cred):
+ """初始化TTS客户端"""
+ cp = ClientProfile()
+ cp.httpProfile.endpoint = "tts.tencentcloudapi.com"
+ return tts_client.TtsClient(cred, self.region, cp)
+
+ def recognize(self, audio_path):
+ """语音识别（ASR）
+ :param audio_path: 音频文件路径（支持wav/mp3）
+ :return: 识别文本
+ """
+ try:
+ # 读取并编码音频
+ with open(audio_path, "rb") as f:
+ audio_data = base64.b64encode(f.read()).decode('utf-8')
+
+ req = asr_models.SentenceRecognitionRequest()
+ req.ProjectId = 0
+ req.SubServiceType = 2 # 实时识别
+ req.EngSerViceType = "16k_zh" # 中文普通话
+ req.SourceType = 1 # 本地音频
+ req.VoiceFormat = "wav" if audio_path.endswith(".wav") else "mp3"
+ req.UsrAudioKey = os.path.basename(audio_path)
+ req.Data = audio_data
+ req.DataLen = len(audio_data)
+
+ resp = self.asr_client.SentenceRecognition(req)
+ return resp.Result
+ except Exception as e:
+ logging.error(f"ASR识别失败: {str(e)}")
+ raise
+
+ def synthesize(self, text, voice_type=1):
+ """语音合成（TTS）
+ :param text: 待合成文本
+ :param voice_type: 音色类型（1-6）
+ :return: 音频二进制数据
+ """
+ try:
+ req = tts_models.TextToVoiceRequest()
+ req.Text = text
+ req.SessionId = "pycharm-session"
+ req.ModelType = 1 # 基础模型
+ req.VoiceType = voice_type
+ req.PrimaryLanguage = 1 # 中文
+ req.SampleRate = 16000
+
+ resp = self.tts_client.TextToVoice(req)
+ return base64.b64decode(resp.Audio)
+ except Exception as e:
+ logging.error(f"TTS合成失败: {str(e)}")
+ raise
\ No newline at end of file
diff --git a/summer-ospp/bankagent/tencent_tts/test_english_tts.py b/summer-ospp/bankagent/tencent_tts/test_english_tts.py
new file mode 100644
index 00000000..a113adc3
--- /dev/null
+++ b/summer-ospp/bankagent/tencent_tts/test_english_tts.py
@@ -0,0 +1,64 @@
+import os
+import base64
+import logging
+from tencentcloud.common import credential
+from tencentcloud.common.profile.client_profile import ClientProfile
+from tencentcloud.tts.v20190823 import tts_client, models
+from dotenv import load_dotenv
+
+# 初始化
+load_dotenv()
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger("TTS-Test")
+
+
+def synthesize_english_text(text, voice_type=1001):
+ """合成英文语音（使用英文专用音色）
+
+ :param text: 英文文本
+ :param voice_type: 英文音色类型 (1001-1016)
+ :return: 音频二进制数据
+ """
+ try:
+ cred = credential.Credential(
+ os.getenv('TENCENT_SECRET_ID'),
+ os.getenv('TENCENT_SECRET_KEY')
+ )
+ cp = ClientProfile()
+ cp.httpProfile.endpoint = "tts.tencentcloudapi.com"
+ client = tts_client.TtsClient(cred, "ap-shanghai", cp)
+
+ req = models.TextToVoiceRequest()
+ req.Text = text
+ req.SessionId = "english-test"
+ req.ModelType = 1
+ req.VoiceType = voice_type # 关键修改：使用英文音色ID
+ req.PrimaryLanguage = 2 # 2=English
+ req.SampleRate = 16000
+
+ resp = client.TextToVoice(req)
+ return base64.b64decode(resp.Audio)
+
+ except Exception as e:
+ logger.error(f"TTS Error: {str(e)}")
+ raise
+
+
+def save_audio(audio_data, filename="english_output.mp3"):
+ with open(filename, "wb") as f:
+ f.write(audio_data)
+ logger.info(f"Audio saved to: {os.path.abspath(filename)}")
+
+
+if __name__ == "__main__":
+ # 测试参数
+ test_text = "123453434Hello, this is a test of Tencent Cloud English TTS service."
+ voice_type = 1001 # 英文女声 (1001-1016)
+
+ try:
+ logger.info(f"Starting English TTS: '{test_text}'")
+ audio = synthesize_english_text(test_text, voice_type)
+ save_audio(audio)
+ logger.info("Test succeeded!")
+ except Exception as e:
+ logger.error(f"Test failed: {str(e)}")
\ No newline at end of file
diff --git a/summer-ospp/bankagent/tencent_tts/tts.py b/summer-ospp/bankagent/tencent_tts/tts.py
new file mode 100644
index 00000000..0bea0e6b
--- /dev/null
+++ b/summer-ospp/bankagent/tencent_tts/tts.py
@@ -0,0 +1,9 @@
+# tts.py
+import base64
+from huaweicloud_sis import tts_text_to_wav
+
+def tts_wav_bytes(text: str) -> bytes:
+ return tts_text_to_wav(text, lang="en_us")
+
+def tts_wav_base64(text: str) -> str:
+ return base64.b64encode(tts_wav_bytes(text)).decode("utf-8")
diff --git a/summer-ospp/bankagent/tencent_tts/utils_audio.py b/summer-ospp/bankagent/tencent_tts/utils_audio.py
new file mode 100644
index 00000000..100dfe53
--- /dev/null
+++ b/summer-ospp/bankagent/tencent_tts/utils_audio.py
@@ -0,0 +1,57 @@
+# utils_audio.py —— 无需 soundfile；优先使用 ffmpeg，失败则纯 Python WAV 兜底
+import io, os, shutil, subprocess, numpy as np, wave
+
+def _has_ffmpeg():
+ return shutil.which("ffmpeg") is not None
+
+def _resample_linear(x: np.ndarray, src_sr: int, dst_sr: int) -> np.ndarray:
+ if src_sr == dst_sr:
+ return x.astype(np.float32)
+ t_old = np.linspace(0, len(x)/src_sr, num=len(x), endpoint=False)
+ t_new = np.linspace(0, len(x)/src_sr, num=int(len(x)*dst_sr/src_sr), endpoint=False)
+ y = np.interp(t_new, t_old, x).astype(np.float32)
+ return y
+
+def _wav_bytes_to_np(raw_bytes: bytes):
+ # 兜底方案，仅支持 PCM WAV
+ bio = io.BytesIO(raw_bytes)
+ with wave.open(bio, 'rb') as wf:
+ n_channels = wf.getnchannels()
+ sampwidth = wf.getsampwidth()
+ framerate = wf.getframerate()
+ n_frames = wf.getnframes()
+ pcm = wf.readframes(n_frames)
+ if sampwidth == 2:
+ dtype = np.int16
+ data = np.frombuffer(pcm, dtype=dtype).astype(np.float32) / 32768.0
+ else:
+ data = np.frombuffer(pcm, dtype=np.uint8).astype(np.float32)
+ data = (data - 128.0) / 128.0
+ if n_channels > 1:
+ data = data.reshape(-1, n_channels).mean(axis=1)
+ return data, int(framerate)
+
+def ensure_wav16k_mono(raw_bytes: bytes) -> bytes:
+ """将任意输入音频转成 16kHz/mono 的 WAV（bytes）"""
+ if _has_ffmpeg():
+ try:
+ p = subprocess.run(
+ ["ffmpeg", "-hide_banner", "-loglevel", "error",
+ "-i", "pipe:0", "-f", "wav", "-ar", "16000", "-ac", "1", "pipe:1"],
+ input=raw_bytes, stdout=subprocess.PIPE, stderr=subprocess.PIPE, check=True
+ )
+ return p.stdout
+ except subprocess.CalledProcessError:
+ pass
+
+ # 没有 ffmpeg，兜底：只能处理 WAV
+ data, sr = _wav_bytes_to_np(raw_bytes)
+ data = _resample_linear(data, sr, 16000)
+ bio = io.BytesIO()
+ with wave.open(bio, 'wb') as wf:
+ wf.setnchannels(1)
+ wf.setsampwidth(2) # 16-bit PCM
+ wf.setframerate(16000)
+ pcm = np.clip(data * 32767.0, -32768, 32767).astype(np.int16).tobytes()
+ wf.writeframes(pcm)
+ return bio.getvalue()
diff --git a/test_encoding.py b/test_encoding.py
new file mode 100644
index 00000000..c24c8773
--- /dev/null
+++ b/test_encoding.py
@@ -0,0 +1,168 @@
+# edge_tts_server_fixed.py
+from flask import Flask, request, jsonify, send_file
+from flask_cors import CORS
+import edge_tts
+import uuid
+import time
+import asyncio
+import logging
+from pathlib import Path
+
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+
+app = Flask(__name__)
+CORS(app)
+
+output_dir = Path("tts_output")
+output_dir.mkdir(exist_ok=True)
+
+class EdgeTTSWrapper:
+ """Edge-TTS 包装类，避免命名冲突"""
+
+ async def generate_speech_async(self, text, voice="zh-CN-XiaoxiaoNeural", output_path=None):
+ """异步生成语音"""
+ try:
+ communicate = edge_tts.Communicate(text, voice)
+ if output_path:
+ await communicate.save(output_path)
+ return True
+ else:
+ return await communicate.get_audio_data()
+ except Exception as e:
+ logger.error(f"Edge TTS错误: {e}")
+ return None
+
+ def generate_speech(self, text, voice="zh-CN-XiaoxiaoNeural", output_path=None):
+ """同步生成语音"""
+ try:
+ # 创建新的事件循环
+ loop = asyncio.new_event_loop()
+ asyncio.set_event_loop(loop)
+ result = loop.run_until_complete(
+ self.generate_speech_async(text, voice, output_path)
+ )
+ loop.close()
+ return result
+ except Exception as e:
+ logger.error(f"Edge TTS运行错误: {e}")
+ return None
+
+# 创建实例
+tts_service = EdgeTTSWrapper()
+
+@app.route('/tts/generate', methods=['POST', 'OPTIONS'])
+def generate_tts():
+ if request.method == 'OPTIONS':
+ return '', 200
+
+ try:
+ data = request.get_json()
+ logger.info(f"收到请求: {data}")
+
+ if not data or 'text' not in data:
+ return jsonify({'status': 'error', 'message': '缺少文本参数'}), 400
+
+ text = data['text'].strip()
+ if not text:
+ return jsonify({'status': 'error', 'message': '文本内容不能为空'}), 400
+
+ voice = data.get('voice', 'zh-CN-XiaoxiaoNeural')
+ filename = f"tts_{int(time.time())}_{uuid.uuid4().hex[:8]}.mp3"
+ output_path = output_dir / filename
+
+ logger.info(f"开始生成语音: {text[:50]}...")
+
+ # 生成语音
+ success = tts_service.generate_speech(text, voice, str(output_path))
+
+ if success and output_path.exists():
+ file_size = output_path.stat().st_size
+ logger.info(f"语音生成成功: {filename} ({file_size} bytes)")
+
+ audio_url = f"http://172.16.22.115:8080/tts/download/{filename}"
+
+ return jsonify({
+ 'status': 'success',
+ 'message': '语音生成成功',
+ 'audio_url': audio_url,
+ 'filename': filename,
+ 'text': text,
+ 'voice': voice,
+ 'file_size': file_size
+ })
+ else:
+ logger.error("语音生成失败")
+ return jsonify({'status': 'error', 'message': '语音生成失败'}), 500
+
+ except Exception as e:
+ logger.error(f"处理请求时出错: {e}")
+ return jsonify({'status': 'error', 'message': str(e)}), 500
+
+@app.route('/tts/download/', methods=['GET'])
+def download_audio(filename):
+ try:
+ # 安全检查
+ if '..' in filename or '/' in filename:
+ return jsonify({'status': 'error', 'message': '无效文件名'}), 400
+
+ file_path = output_dir / filename
+
+ if not file_path.exists():
+ return jsonify({'status': 'error', 'message': '文件不存在'}), 404
+
+ return send_file(
+ file_path,
+ as_attachment=True,
+ download_name=filename,
+ mimetype='audio/mpeg'
+ )
+
+ except Exception as e:
+ logger.error(f"下载失败: {e}")
+ return jsonify({'status': 'error', 'message': '下载失败'}), 500
+
+@app.route('/tts/health', methods=['GET'])
+def health_check():
+ """健康检查端点"""
+ return jsonify({
+ 'status': 'healthy',
+ 'service': 'Edge TTS Server',
+ 'timestamp': time.time()
+ })
+
+@app.route('/tts/voices', methods=['GET'])
+def list_voices():
+ """获取支持的语音列表"""
+ voices = [
+ {"name": "晓晓（女声）", "value": "zh-CN-XiaoxiaoNeural"},
+ {"name": "云扬（男声）", "value": "zh-CN-YunyangNeural"},
+ {"name": "晓辰（女声）", "value": "zh-CN-XiaochenNeural"},
+ {"name": "晓悠（女声）", "value": "zh-CN-XiaoyouNeural"},
+ {"name": "云希（男声）", "value": "zh-CN-YunxiNeural"},
+ {"name": "英语女声", "value": "en-US-AriaNeural"},
+ {"name": "英语男声", "value": "en-US-GuyNeural"}
+ ]
+ return jsonify({'status': 'success', 'voices': voices})
+
+if __name__ == '__main__':
+ print("启动修复版 Edge TTS 服务器...")
+ print("服务器地址: http://172.16.22.115:8080")
+ print("可用端点:")
+ print(" POST /tts/generate - 生成语音")
+ print(" GET /tts/download/ - 下载语音")
+ print(" GET /tts/health - 健康检查")
+ print(" GET /tts/voices - 获取语音列表")
+
+ # 确保输出目录存在
+ output_dir.mkdir(exist_ok=True)
+
+ # 测试Edge-TTS是否正常工作
+ try:
+ import edge_tts
+ print("✓ Edge-TTS 导入成功")
+ except ImportError:
+ print("✗ 请安装: pip install edge-tts")
+ exit(1)
+
+ app.run(host='0.0.0.0', port=8080, debug=True)
\ No newline at end of file
diff --git a/test_english_tts.py b/test_english_tts.py
new file mode 100644
index 00000000..a113adc3
--- /dev/null
+++ b/test_english_tts.py
@@ -0,0 +1,64 @@
+import os
+import base64
+import logging
+from tencentcloud.common import credential
+from tencentcloud.common.profile.client_profile import ClientProfile
+from tencentcloud.tts.v20190823 import tts_client, models
+from dotenv import load_dotenv
+
+# 初始化
+load_dotenv()
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger("TTS-Test")
+
+
+def synthesize_english_text(text, voice_type=1001):
+ """合成英文语音（使用英文专用音色）
+
+ :param text: 英文文本
+ :param voice_type: 英文音色类型 (1001-1016)
+ :return: 音频二进制数据
+ """
+ try:
+ cred = credential.Credential(
+ os.getenv('TENCENT_SECRET_ID'),
+ os.getenv('TENCENT_SECRET_KEY')
+ )
+ cp = ClientProfile()
+ cp.httpProfile.endpoint = "tts.tencentcloudapi.com"
+ client = tts_client.TtsClient(cred, "ap-shanghai", cp)
+
+ req = models.TextToVoiceRequest()
+ req.Text = text
+ req.SessionId = "english-test"
+ req.ModelType = 1
+ req.VoiceType = voice_type # 关键修改：使用英文音色ID
+ req.PrimaryLanguage = 2 # 2=English
+ req.SampleRate = 16000
+
+ resp = client.TextToVoice(req)
+ return base64.b64decode(resp.Audio)
+
+ except Exception as e:
+ logger.error(f"TTS Error: {str(e)}")
+ raise
+
+
+def save_audio(audio_data, filename="english_output.mp3"):
+ with open(filename, "wb") as f:
+ f.write(audio_data)
+ logger.info(f"Audio saved to: {os.path.abspath(filename)}")
+
+
+if __name__ == "__main__":
+ # 测试参数
+ test_text = "123453434Hello, this is a test of Tencent Cloud English TTS service."
+ voice_type = 1001 # 英文女声 (1001-1016)
+
+ try:
+ logger.info(f"Starting English TTS: '{test_text}'")
+ audio = synthesize_english_text(test_text, voice_type)
+ save_audio(audio)
+ logger.info("Test succeeded!")
+ except Exception as e:
+ logger.error(f"Test failed: {str(e)}")
\ No newline at end of file
diff --git a/tickets.json b/tickets.json
new file mode 100644
index 00000000..07ebffcf
--- /dev/null
+++ b/tickets.json
@@ -0,0 +1,24 @@
+{
+ "tickets": [
+ {
+ "ticketId": "TKT-20250821-753860",
+ "userId": "10001",
+ "username": "mark",
+ "category": "charge_dispute",
+ "content": "My credit card was charged twice for the same purchase yesterday.",
+ "status": "open",
+ "createdAt": "2025-08-21T08:42:33Z",
+ "updatedAt": "2025-08-21T08:42:33Z"
+ },
+ {
+ "ticketId": "TKT-20250925-995754",
+ "userId": "10001",
+ "username": "mark",
+ "category": "charge_dispute",
+ "content": "Hello, my name is Mark, my phone number is 13035968176, and my password is password.Can you recommend some financial products for me?",
+ "status": "open",
+ "createdAt": "2025-09-25T15:59:55Z",
+ "updatedAt": "2025-09-25T15:59:55Z"
+ }
+ ]
+}
\ No newline at end of file
diff --git a/tts.py b/tts.py
new file mode 100644
index 00000000..0bea0e6b
--- /dev/null
+++ b/tts.py
@@ -0,0 +1,9 @@
+# tts.py
+import base64
+from huaweicloud_sis import tts_text_to_wav
+
+def tts_wav_bytes(text: str) -> bytes:
+ return tts_text_to_wav(text, lang="en_us")
+
+def tts_wav_base64(text: str) -> str:
+ return base64.b64encode(tts_wav_bytes(text)).decode("utf-8")
diff --git a/user_profiles.json b/user_profiles.json
new file mode 100644
index 00000000..091d7a6e
--- /dev/null
+++ b/user_profiles.json
@@ -0,0 +1,804 @@
+{
+ "users": [
+ {
+ "userId": "10001",
+ "username": "mark",
+ "age": 57,
+ "riskLevel": "high",
+ "incomeLevel": "low",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10002",
+ "username": "xiulan",
+ "age": 56,
+ "riskLevel": "high",
+ "incomeLevel": "high",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10003",
+ "username": "gl",
+ "age": 60,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10004",
+ "username": "dahai",
+ "age": 46,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10005",
+ "username": "bob",
+ "age": 25,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10006",
+ "username": "eason",
+ "age": 28,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10007",
+ "username": "jay",
+ "age": 29,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10008",
+ "username": "吴秀兰",
+ "age": 59,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10009",
+ "username": "李秀兰",
+ "age": 37,
+ "riskLevel": "low",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10010",
+ "username": "张洋",
+ "age": 56,
+ "riskLevel": "low",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10011",
+ "username": "杨芳",
+ "age": 26,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10012",
+ "username": "陈勇",
+ "age": 44,
+ "riskLevel": "high",
+ "incomeLevel": "high",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10013",
+ "username": "吴勇",
+ "age": 42,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10014",
+ "username": "刘娟",
+ "age": 57,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10015",
+ "username": "陈秀英",
+ "age": 34,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10016",
+ "username": "陈霞",
+ "age": 46,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10017",
+ "username": "吴杰",
+ "age": 29,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10018",
+ "username": "赵芳",
+ "age": 40,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10019",
+ "username": "黄霞",
+ "age": 47,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10020",
+ "username": "吴娜",
+ "age": 45,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10021",
+ "username": "张杰",
+ "age": 36,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10022",
+ "username": "刘娟",
+ "age": 28,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10023",
+ "username": "黄艳",
+ "age": 50,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10024",
+ "username": "杨敏",
+ "age": 51,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10025",
+ "username": "刘秀英",
+ "age": 32,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10026",
+ "username": "吴娟",
+ "age": 30,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10027",
+ "username": "赵强",
+ "age": 45,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10028",
+ "username": "黄强",
+ "age": 40,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10029",
+ "username": "赵娟",
+ "age": 50,
+ "riskLevel": "high",
+ "incomeLevel": "high",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10030",
+ "username": "张敏",
+ "age": 39,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10031",
+ "username": "吴丽",
+ "age": 45,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10032",
+ "username": "赵平",
+ "age": 29,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10033",
+ "username": "赵丽",
+ "age": 26,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10034",
+ "username": "李静",
+ "age": 46,
+ "riskLevel": "high",
+ "incomeLevel": "low",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10035",
+ "username": "王静",
+ "age": 56,
+ "riskLevel": "high",
+ "incomeLevel": "low",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10036",
+ "username": "张伟",
+ "age": 30,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10037",
+ "username": "刘敏",
+ "age": 28,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10038",
+ "username": "张秀兰",
+ "age": 46,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10039",
+ "username": "王敏",
+ "age": 38,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10040",
+ "username": "王杰",
+ "age": 27,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10041",
+ "username": "赵秀英",
+ "age": 29,
+ "riskLevel": "high",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10042",
+ "username": "周勇",
+ "age": 26,
+ "riskLevel": "high",
+ "incomeLevel": "low",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10043",
+ "username": "刘静",
+ "age": 28,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10044",
+ "username": "李霞",
+ "age": 60,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10045",
+ "username": "王伟",
+ "age": 34,
+ "riskLevel": "high",
+ "incomeLevel": "low",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10046",
+ "username": "吴霞",
+ "age": 27,
+ "riskLevel": "high",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10047",
+ "username": "杨敏",
+ "age": 53,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10048",
+ "username": "吴艳",
+ "age": 29,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10049",
+ "username": "李敏",
+ "age": 25,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10050",
+ "username": "黄静",
+ "age": 60,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10051",
+ "username": "李娜",
+ "age": 39,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10052",
+ "username": "周杰",
+ "age": 25,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10053",
+ "username": "陈强",
+ "age": 48,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10054",
+ "username": "周霞",
+ "age": 60,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10055",
+ "username": "李秀英",
+ "age": 45,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10056",
+ "username": "李勇",
+ "age": 38,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10057",
+ "username": "陈秀兰",
+ "age": 50,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10058",
+ "username": "刘涛",
+ "age": 29,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10059",
+ "username": "刘霞",
+ "age": 37,
+ "riskLevel": "low",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10060",
+ "username": "赵平",
+ "age": 28,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10061",
+ "username": "赵超",
+ "age": 48,
+ "riskLevel": "low",
+ "incomeLevel": "medium",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10062",
+ "username": "黄秀兰",
+ "age": 46,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10063",
+ "username": "李丽",
+ "age": 59,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10064",
+ "username": "陈秀英",
+ "age": 26,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10065",
+ "username": "陈伟",
+ "age": 50,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10066",
+ "username": "李秀英",
+ "age": 60,
+ "riskLevel": "low",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10067",
+ "username": "陈超",
+ "age": 42,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10068",
+ "username": "周涛",
+ "age": 49,
+ "riskLevel": "high",
+ "incomeLevel": "high",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10069",
+ "username": "张勇",
+ "age": 60,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10070",
+ "username": "黄平",
+ "age": 28,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10071",
+ "username": "赵霞",
+ "age": 52,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10072",
+ "username": "赵芳",
+ "age": 52,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10073",
+ "username": "刘娟",
+ "age": 48,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10074",
+ "username": "陈军",
+ "age": 56,
+ "riskLevel": "high",
+ "incomeLevel": "low",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10075",
+ "username": "黄艳",
+ "age": 55,
+ "riskLevel": "low",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10076",
+ "username": "李勇",
+ "age": 57,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10077",
+ "username": "周丽",
+ "age": 48,
+ "riskLevel": "high",
+ "incomeLevel": "high",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10078",
+ "username": "吴伟",
+ "age": 34,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10079",
+ "username": "赵磊",
+ "age": 34,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10080",
+ "username": "周勇",
+ "age": 54,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10081",
+ "username": "黄霞",
+ "age": 48,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10082",
+ "username": "周军",
+ "age": 54,
+ "riskLevel": "low",
+ "incomeLevel": "medium",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10083",
+ "username": "王磊",
+ "age": 32,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10084",
+ "username": "王艳",
+ "age": 29,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10085",
+ "username": "杨娜",
+ "age": 39,
+ "riskLevel": "high",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10086",
+ "username": "吴勇",
+ "age": 58,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10087",
+ "username": "王娜",
+ "age": 53,
+ "riskLevel": "high",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10088",
+ "username": "黄勇",
+ "age": 30,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10089",
+ "username": "周娟",
+ "age": 52,
+ "riskLevel": "medium",
+ "incomeLevel": "high",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10090",
+ "username": "陈超",
+ "age": 48,
+ "riskLevel": "low",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10091",
+ "username": "杨娜",
+ "age": 38,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10092",
+ "username": "刘勇",
+ "age": 60,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10093",
+ "username": "吴伟",
+ "age": 43,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10094",
+ "username": "周勇",
+ "age": 48,
+ "riskLevel": "high",
+ "incomeLevel": "high",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10095",
+ "username": "杨秀兰",
+ "age": 45,
+ "riskLevel": "low",
+ "incomeLevel": "medium",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10096",
+ "username": "赵艳",
+ "age": 28,
+ "riskLevel": "medium",
+ "incomeLevel": "low",
+ "investmentExperience": "beginner"
+ },
+ {
+ "userId": "10097",
+ "username": "赵超",
+ "age": 31,
+ "riskLevel": "medium",
+ "incomeLevel": "medium",
+ "investmentExperience": "none"
+ },
+ {
+ "userId": "10098",
+ "username": "李强",
+ "age": 47,
+ "riskLevel": "low",
+ "incomeLevel": "high",
+ "investmentExperience": "moderate"
+ },
+ {
+ "userId": "10099",
+ "username": "黄超",
+ "age": 53,
+ "riskLevel": "high",
+ "incomeLevel": "medium",
+ "investmentExperience": "advanced"
+ },
+ {
+ "userId": "10100",
+ "username": "张军",
+ "age": 43,
+ "riskLevel": "low",
+ "incomeLevel": "low",
+ "investmentExperience": "advanced"
+ }
+ ]
+}
\ No newline at end of file
diff --git a/utils_audio.py b/utils_audio.py
new file mode 100644
index 00000000..100dfe53
--- /dev/null
+++ b/utils_audio.py
@@ -0,0 +1,57 @@
+# utils_audio.py —— 无需 soundfile；优先使用 ffmpeg，失败则纯 Python WAV 兜底
+import io, os, shutil, subprocess, numpy as np, wave
+
+def _has_ffmpeg():
+ return shutil.which("ffmpeg") is not None
+
+def _resample_linear(x: np.ndarray, src_sr: int, dst_sr: int) -> np.ndarray:
+ if src_sr == dst_sr:
+ return x.astype(np.float32)
+ t_old = np.linspace(0, len(x)/src_sr, num=len(x), endpoint=False)
+ t_new = np.linspace(0, len(x)/src_sr, num=int(len(x)*dst_sr/src_sr), endpoint=False)
+ y = np.interp(t_new, t_old, x).astype(np.float32)
+ return y
+
+def _wav_bytes_to_np(raw_bytes: bytes):
+ # 兜底方案，仅支持 PCM WAV
+ bio = io.BytesIO(raw_bytes)
+ with wave.open(bio, 'rb') as wf:
+ n_channels = wf.getnchannels()
+ sampwidth = wf.getsampwidth()
+ framerate = wf.getframerate()
+ n_frames = wf.getnframes()
+ pcm = wf.readframes(n_frames)
+ if sampwidth == 2:
+ dtype = np.int16
+ data = np.frombuffer(pcm, dtype=dtype).astype(np.float32) / 32768.0
+ else:
+ data = np.frombuffer(pcm, dtype=np.uint8).astype(np.float32)
+ data = (data - 128.0) / 128.0
+ if n_channels > 1:
+ data = data.reshape(-1, n_channels).mean(axis=1)
+ return data, int(framerate)
+
+def ensure_wav16k_mono(raw_bytes: bytes) -> bytes:
+ """将任意输入音频转成 16kHz/mono 的 WAV（bytes）"""
+ if _has_ffmpeg():
+ try:
+ p = subprocess.run(
+ ["ffmpeg", "-hide_banner", "-loglevel", "error",
+ "-i", "pipe:0", "-f", "wav", "-ar", "16000", "-ac", "1", "pipe:1"],
+ input=raw_bytes, stdout=subprocess.PIPE, stderr=subprocess.PIPE, check=True
+ )
+ return p.stdout
+ except subprocess.CalledProcessError:
+ pass
+
+ # 没有 ffmpeg，兜底：只能处理 WAV
+ data, sr = _wav_bytes_to_np(raw_bytes)
+ data = _resample_linear(data, sr, 16000)
+ bio = io.BytesIO()
+ with wave.open(bio, 'wb') as wf:
+ wf.setnchannels(1)
+ wf.setsampwidth(2) # 16-bit PCM
+ wf.setframerate(16000)
+ pcm = np.clip(data * 32767.0, -32768, 32767).astype(np.int16).tobytes()
+ wf.writeframes(pcm)
+ return bio.getvalue()