ãã®ãšã©ãŒããããã°ããŠ
以äžã®ãšã©ãŒãPythonã¢ããªã±ãŒã·ã§ã³ã§çºçããŠããŸããåå ãç¹å®ããŠä¿®æ£ããŠãã ããã
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
æååã«ãªãå
žåçãªçç±ã¯æ¬¡ã®éãã§ãã
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
Qwen3.8 27B
## åå
ãšã©ãŒã®å
容ã¯ä»¥äžã§ãã
```text
TypeError: unsupported operand type(s) for *: 'str' and 'int'
```
ããã¯ãPythonã®`*`æŒç®åã§ **æåå`str`** ãš **æŽæ°`int`** ãæããããšããŠããããã«èµ·ããŸãã
該åœç®æã¯ããã§ãã
```python
total = sum(order["price"] * order["quantity"] for order in orders)
```
ãšã©ãŒã®å衚瀺ã `'str' and 'int'` ã«ãªã£ãŠããããããŸãèããããã®ã¯ïŒ
```python
order["price"] ãæåå
order["quantity"] ãæŽæ°
```
ãšããããšã«ãªããŸãã
ã€ãŸããDBããååŸãã `price` ãæ°å€ã§ã¯ãªãæååãšããŠè¿ã£ãŠããŠããå¯èœæ§ããããŸãã
äŸãã°ïŒ
```python
order["price"] == "10.50"
order["quantity"] == 2
```
ãã®å ŽåïŒ
```python
"10.50" * 2
```
ãšãªããPythonã§ã¯ãšã©ãŒã«ãªããŸãã
---
## ä¿®æ£æ¹æ³
èšç®åã« `price` ãæ°å€åã«å€æããŠãã ããã
éé¡ã®èšç®ã«ã¯ `float` ããã `decimal.Decimal` ã䜿ãããšãããããããŸãã
### ä¿®æ£äŸ
```python
from decimal import DecimalâŠ
å¿çæé 43.4ç§åºå 2428 ããŒã¯ã³
ã³ãŒãã¬ãã¥ãŒ
以äžã®TypeScript颿°ãã¬ãã¥ãŒããŠãå¯èªæ§ã»ããã©ãŒãã³ã¹ã»ãã¹ããã©ã¯ãã£ã¹ã®èгç¹ããæ¹åç¹ãææ¡ããŠãã ããã
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£
ã«ãªã£ãŠããŸããç¹ã« **çµäºå€å®ã«ãã£ã«ã¿åŸã§ã¯ãªã API ãè¿ããçã® `data.users.length` ã䜿ã£ãŠããç¹ã¯æ£ãã**ïŒãã£ã«ã¿åŸã®ä»¶æ°ã§å€å®ãããšãå逿žã¿ãŠãŒã¶ãŒãå€ãããŒãžã§æ©æçµäºãããã°ã«ãªããŸãïŒããŸã `push` ãã«ãŒãã§åããŠããããã`push(...array)` ã«ããã¹ã¿ãã¯ãªãŒããŒãããŒãåé¿ã§ããŠããŸãã
äžæ¹ã§ã**åå®å
šæ§ã»HTTP ãšã©ãŒåŠçã»ããŒãžããŒã·ã§ã³ã®å
ç¢æ§**ã«éèŠãªæ¹åäœå°ããããŸãã以äžãéèŠåºŠé ã«ãŸãšããŸãã
---
## ææäºé
ãµããª
| # | éèŠåºŠ | åé¡ | å
容 |
|---|---|---|---|
| 1 | ðŽ é« | ãã° | `response.ok` ã確èªããŠããªãïŒ4xx/5xx ãæ£åžžç³»ãšããŠåŠçïŒ |
| 2 | ðŽ é« | ãã° | ç¡éã«ãŒãã®ãªã¹ã¯ïŒçµäºæ¡ä»¶ã API ã®æåã«å
šäŸåïŒ |
| 3 | ðŽ é« | åå®å
š | `any[]` ãåŒã³åºãåŽå
šäœã«äŒæ |
| 4 | ð äž | å
ç¢æ§ | ã¬ã¹ãã³ã¹åœ¢ç¶ã®ã©ã³ã¿ã€ã æ€èšŒããªã |
| 5 | ð äž | å
ç¢æ§ | ãã£ã³ã»ã«ïŒ`AbortSignal`ïŒéå¯Ÿå¿ |
| 6 | ð äž | ä¿å®æ§ | ããžãã¯ãã³ã㌠`100` ã®éè€å®çŸ© |
| 7 | ð äž | ä¿å®æ§ | ããžãã¯æåå `"deleted"` |
| 8 | ð äžâŠ
å¿çæé 240.2ç§åºå 17159 ããŒã¯ã³
Qwen3.8 27B
以äžãæå®ããã `fetchAllUsers` 颿°ã«ã€ããŠã**å¯èªæ§ã»ããã©ãŒãã³ã¹ã»ãã¹ããã©ã¯ãã£ã¹ã»å
ç¢æ§**ã®èгç¹ããæ¹åç¹ãæŽçããŸããæåŸã«æ¹åçã³ãŒãäŸãæç€ºããŸãã
---
## 1. åå®å
šæ§ã®æ¬ åŠ
### åé¡ç¹
- æ»ãå€ã `Promise<any[]>` ã«ãªã£ãŠãããåŒã³åºãåŽã§åãä¿¡é Œã§ããŸããã
- `response.json()` ã®çµæ `data` ã `any` æ±ãã«ãªã£ãŠãããAPIã®ã¹ããŒããåã§è¡šçŸãããŠããŸããã
- `data.users` ã `undefined` / `null` / é
åã§ãªãå Žåã®é²åŸ¡ããããŸããã
- `first_name` / `last_name` ã `null` ã ãš `undefined undefined` ã®ãããªæååã«ãªãå¯èœæ§ããããŸãã
### æ¹åæ¡
- `RawUser`ïŒAPIã¬ã¹ãã³ã¹åïŒãš `User`ïŒè¡šç€ºçšåïŒãåé¢ããåãå®çŸ©ããã
- `any` ãé¿ãã`unknown` ã䜿ã `typeof` / `Array.isArray` ã§æ€èšŒããã
- æ»ãå€ã¯ `Promise<User[]>` ã«ããã
```typescript
interface RawUser {
id: string | number;
first_name: string;
last_name: string;
email: string;
status: string;
}
interface UsersResponse {
useâŠ
å¿çæé 83.7ç§åºå 5240 ããŒã¯ã³
ããžãã¹ã¡ãŒã«äœæ
ååŒå
ã®ç°äžéšé·ã«ãçŽåäºå®ã®è£œåã«äžå
·åãèŠã€ãããçŽæã1é±éå»¶æããå¿
èŠãããæšãäŒããããžãã¹ã¡ãŒã«ãäœæããŠãã ããã
æ¡ä»¶ïŒ
- åå ã¯åè³ªæ€æ»ã§è»œåŸ®ãªäžå
·åãçºèŠããããã
- ä»£æ¿æ¡ãšããŠæ«å®çãå
ã«çŽåããããšãå¯èœ
- æ¹ããŠãè©«ã³ã®èšªåãããã
- æ¥æ¬ã®ããžãã¹ãããŒã«æ²¿ã£ãäžå¯§ãªæé¢ã«ããããš
Fugu Ultra v2
以äžãæçµçã§ããAgent 1 ã®æ§æã®äžå¯§ããæŽ»ããã€ã€ãAgent 2 ãææãããäºå®ãšããŠç¢ºèªãããŠããªãå®å
šæ§ãžã®èšåãã¯åé€ããããããŠæ¬ç§°ã»ä»¶åã»ãé¡ã圢ã®è¡šçŸãæŽããŸããã
---
## ã¡ãŒã«æé¢ïŒå®æçïŒ
**ä»¶åïŒããè©«ã³ããã補ååããçŽåæ¥å€æŽã®ãé¡ãïŒæ ªåŒäŒç€Ÿãèªç€Ÿåãã»ãæ°åãïŒ**
æ ªåŒäŒç€ŸãååŒå
åã
ãéšçœ²åããéšé·ãç°äžãæ§
ãã€ã倧å€ãäžè©±ã«ãªã£ãŠãããŸãã
æ ªåŒäŒç€Ÿãèªç€Ÿåããéšçœ²åãã®ãæ°åãã§ããããŸãã
ãã®ãã³ã¯ããâæâæ¥ãã«çŽåãäºå®ããŠãããŸãããã補ååããã«ã€ããŸããŠã
èª ã«ç³ãäžãã«ãããé£çµ¡ãšãªãããŸãã¯æ·±ããè©«ã³ç³ãäžããŸãã
åºè·åã®æçµåè³ªæ€æ»ã«ãããŸããŠã補åã®äžéšã«è»œåŸ®ãªäžå
·åã確èªãããŸããã
çŸåšãåå ã®ç¹å®ã𿝿£åŠçœ®ãé²ããŠãããŸãããäžå
šã®å質ã§ãçŽãããããã«ã¯
æ¯æ£åŸã®åæ€æ»ãå«ããåœåã®äºå®ããäžé±éçšåºŠã®ãæéãé æŽããå¿
èŠãããããŸãã
èª ã«åæãªãé¡ãã§ã¯ããããŸãããçŽåæ¥ãäžèšã®ãšãã倿ŽãããŠããã ãããã
äœåã容赊è³ããŸããããé¡ãç³ãäžããŸãã
ãâ åœåã®çŽåäºå®æ¥ïŒãâæâæ¥ïŒâïŒã
ãâ 倿ŽåŸã®çŽåäºå®æ¥ïŒãâæâæ¥ïŒâïŒã
ãâ 倿Žçç±ïŒåè³ªæ€æ»ã§ç¢ºèªãããäžå
·åã®æ¯æ£ããã³åæ€æ»ã®ãã
ãªããè²Žç€Ÿã®æ¥åã¹ã±ãžã¥ãŒã«ãžã®åœ±é¿ãæå°éã«æããããããåžæãããããŸãããã
çŸæç¹ã§åäœç¢ºèªã®å®äºããŠãã**æ«å®çãåœåã®äºå®æ¥ãŸã§ã«å
è¡ããŠçŽå**ããããšãå¯èœã§ããããŸãã
æ«å®çã®ä»æ§ããã³ãå©çšäžã®å¶çŽã«ã€ããŸããŠã¯ããããããŠè©³ãããâŠ
å¿çæé 113.6ç§åºå 6144 ããŒã¯ã³
Qwen3.8 27B
以äžã®ããã«äœæããããŸããã
---
**ä»¶åïŒ** çŽåäºå®ã®è£œåã«é¢ããçŽæå€æŽã®ãçžè«ïŒãè©«ã³ïŒ
ç°äžéšé·
ãã€ããäžè©±ã«ãªã£ãŠãããŸãã
æ ªåŒäŒç€Ÿãã å¶æ¥éšã®â³â³ã§ãã
çªç¶ã®ãé£çµ¡ã«ãŠæãå
¥ããŸããããæãæ¥ã«ãçŽåäºå®ã®ããã補åãã«ã€ããŠãåè³ªæ€æ»ã®çµæã軜埮ãªäžå
·åãèŠåããããããããçŽååã«ãã確å®ãªç¢ºèªã»ä¿®æ£äœæ¥ããããŠããã ãããšã«ãªããŸããã
ã€ããŸããŠã¯ãèª ã«æãå
¥ããŸãããçŽæã1é±éå»¶æãããŠããã ãããããé£çµ¡ãããããŸããã
æ¬äºè±¡ã¯è»œåŸ®ãªãã®ã§ããããŸããã貎瀟ã«ãè¿·æããããããããšãšãªãã倧å€å¿èŠããåããŸããåè³ªåºæºã峿 Œã«éçšããçµæããçŽååã®æ®µéã§çºèŠã§ããããšããŸãå®å
šã»ã䜿çšäžã®éå€§ãªæ¯éã«ã¯è³ããªãèŠèŸŒã¿ã§ããããšãç³ãæ·»ããŸãã
ãªããä»£æ¿æ¡ãšããŠãçŸæç¹ã§åäœã«æ¯éã®ãªãç¯å²ã®æ«å®çãå
ã«çŽåããããšãå¯èœã§ããæ¬è£œåã貎瀟ã®ãæ¥åäžäžå¯æ¬ ã§ããå Žåã¯ãæ«å®çã®ãçŽåãšãä¿®æ£æžã¿è£œåã®ãçŽåãåããŠå¯Ÿå¿ãããŠããã ãããšãæ€èšããŠãããŸãã
ãæåããããã¯ãéœåãããã ããŸããšå¹žãã§ãã
ãŸããæ¹ããŠä»£è¡šãããè©«ã³ããã³ã説æã®ããã貎瀟ãžãæšæ¶ã«äŒºãããŠããã ãããåããŸãã
ãå€å¿ã®ãšããå€§å€æçž®ã§ããããææ¥ããæãæ¥ã®ããããã®æé垯ããŸãã¯ç°äžéšé·ã«ãéœåã®ããæ¥ããæç€ºããã ããŸããšå¹žãã§ãã
æ¥ãªãçžè«ãšãªãã倧å€ç³ãèš³ããããŸããã
äœåäºæ
ããè³¢å¯ã®ããããæ€èšã»ãè¿çããã ããŸããããé¡ãç³ãäžããŸãã
---
æ ªåŒäŒç€Ÿãã
å¶æ¥éš â³â³
TELâŠ
å¿çæé 21.5ç§åºå 1144 ããŒã¯ã³