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Traceback (most recent call last):
File "app.py", line 23, in get_user_orders
total = sum(order["price"] * order["quantity"] for order in orders)
TypeError: unsupportâŠ
Fugu Ultra v2
## åå
`order["price"]` ã **æ°å€ã§ã¯ãªãæåå (`str`)** ã§è¿ã£ãŠããŠããããšãåå ã§ãã
Python ã§ã¯ `"1200" * 3` ã¯æãç®ã§ã¯ãªããæååã3åç¹°ãè¿ãããšããæå³ã«ãªããŸããä»å㯠`quantity` ã `int` ãªã®ã§äžèŠæç«ãããã§ããããšã©ãŒã¡ãã»ãŒãžã瀺ãéã `str * int` ã®çµã¿åããã§åãåã¿åãã `TypeError` ã«ãªã£ãŠããŸãã
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1. **ã«ã©ã åãæåå** â `price` ã `VARCHAR`/`TEXT` ã§å®çŸ©ãããŠããïŒ`"1,200"` ã `"$12.00"` ã®ãããªå€ãæ··ãã£ãŠããã±ãŒã¹ãïŒ
2. **DBãã©ã€ãã®å倿** â MySQL ã® `DECIMAL` ãæååã§è¿ãèšå®ïŒ`raw=True` ãªã©ïŒãSQLite ã«æååã®ãŸãŸ INSERT ãããŠãã
3. **ã¢ããªå±€ã§æååå** â ãã©ãŒã /JSON ã®å
¥åã倿ããã«ãã®ãŸãŸ INSERT ããŠãã
ãŸãå®éã®åã確èªãããšåãåããã§ããŸãã
```python
rows = db.query("SELECT price, quantity FROM orders WHERE user_id = %s", user_id)
for r in rows[:5]:
print(repr(r["price"]), type(r["price"]), repr(r["quantity"]), type(r["quantiâŠ
å¿çæé 97.1ç§åºå 6218 ããŒã¯ã³
MiMo-V2.6-Flash
## åå
**`price` ãããŒã¿ããŒã¹ããæåå (`str`) ã§è¿ãããŠãã** ããšãåå ã§ãã
MySQL ã® `DECIMAL` åã `VARCHAR` ã«ã©ã ãªã©ã¯ãDB ãã©ã€ããŒã«ãã£ãŠã¯ **æååãšããŠ** ã¬ã³ãŒããè¿ããŸãã`str` à `int` ã¯æååã®ç¹°ãè¿ãããã§ããªãããã`sum()` ãžã®éèšã§ `TypeError` ãçºçããŸãã
```
order["price"] â "1500" (str) â ããã§åãéã
order["quantity"] â 3 (int)
"1500" * 3 â TypeError!
```
---
## ä¿®æ£
æ°å€åã« **æç€ºçã«å€æ** ããŠããèšç®ããŸãã
```python
def get_user_orders(user_id):
orders = db.query("SELECT price, quantity FROM orders WHERE user_id = %s", user_id)
# price / quantity ã®äž¡æ¹ã float ã«å€æããŠããä¹ç®
total = sum(
float(order["price"]) * float(order["quantity"])
for order in orders
)
return {"user_id": user_id, "total": total, "orders": oâŠ
å¿çæé 41.7ç§åºå 2732 ããŒã¯ã³
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async function fetchAllUsers(page: number = 1): Promise<any[]> {
let allUsers: any[] = [];
let hasMore = true;
let currentPage = page;
while (hasMoâŠ
Fugu Ultra v2
# ã³ãŒãã¬ãã¥ãŒ: `fetchAllUsers`
ããžãã¯ã®æå³ã¯æç¢ºã§ã`async/await` ã«ããçŽ çŽãªå®è£
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äžæ¹ã§ã**åå®å
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ç¢æ§**ã«éèŠãªæ¹åäœå°ããããŸãã以äžãéèŠåºŠé ã«ãŸãšããŸãã
---
## ææäºé
ãµããª
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容 |
|---|---|---|---|
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å¿çæé 240.2ç§åºå 17159 ããŒã¯ã³
MiMo-V2.6-Flash
# ã³ãŒãã¬ãã¥ãŒ: `fetchAllUsers`
## ç·è©
å¯èªæ§ã»ããã©ãŒãã³ã¹ã»ãã¹ããã©ã¯ãã£ã¹ã®3ã€ã®èгç¹ã§ **倿°ã®æ¹åäœå°** ããããŸãã以äžã«åé¡ããŠææ¡ããŸãã
---
## 1. ã¿ã€ãå®å
šæ§ (TypeScript ãã¹ããã©ã¯ãã£ã¹)
### â åé¡: `any` ãå€çšãããŠãã
```typescript
// æ¹åå
async function fetchAllUsers(page: number = 1): Promise<any[]> {
let allUsers: any[] = [];
```
```typescript
// æ¹ååŸ: åãæç€ºçã«å®çŸ©
interface User {
id: number;
first_name: string;
last_name: string;
email: string;
status: string;
}
interface FetchedUser {
id: number;
name: string;
email: string;
}
interface ApiResponse {
users: User[];
}
async function fetchAllUsers(page: number = 1): Promise<FetchedUser[]> {
const allUsers: FetchedUser[] = [];
```
> **çç±**: `any` ã䜿ããšã³ã³ãã€ã«æã®åãã§ãã¯ãå¹ããããªãâŠ
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