* governing permissions and limitations under the License.
 */
package org.codelibs.fess.thumbnail.impl;

import java.awt.image.BufferedImage;
import java.io.File;
import java.io.IOException;

import javax.imageio.ImageIO;
import javax.imageio.stream.ImageInputStream;

import org.apache.logging.log4j.LogManager;
import org.apache.logging.log4j.Logger;
import org.codelibs.fess.unit.UnitFessTestCase;

しかし今、あなたが再びその関数を作成している最中に、型ヒントを使っていると想像してみて下さい。

同じタイミングで`Ctrl+Space`で自動補完を実行すると、以下のようになります:

<img src="https://fastapi.tiangolo.com/img/python-types/image02.png">

これであれば、あなたは「ベルを鳴らす」一つを見つけるまで、オプションを見て、スクロールすることができます:

<img src="https://fastapi.tiangolo.com/img/python-types/image03.png">

## より強い動機

この関数を見てください。すでに型ヒントを持っています:

{* ../../docs_src/python_types/tutorial003.py hl[1] *}

একই পর্যায়ে, আপনি অটোকমপ্লিট ট্রিগার করতে `Ctrl+Space` চাপেন এবং আপনি দেখতে পান:

<img src="/img/python-types/image02.png">

এর সাথে, আপনি অপশনগুলি দেখে, স্ক্রল করতে পারেন, যতক্ষণ না আপনি এমন একটি অপশন খুঁজে পান যা কিছু মনে পরিয়ে দেয়:

<img src="/img/python-types/image03.png">

## আরও প্রেরণা

এই ফাংশনটি দেখুন, এটিতে ইতিমধ্যে টাইপ হিন্ট রয়েছে:

labels.facet_filetype_mp4a=MP4A Audio
labels.facet_filetype_oga=OGA Audio
labels.facet_filetype_wepb=WEBP Image
labels.facet_filetype_bmp=BMP Image
labels.facet_filetype_ico=ICO Image
labels.facet_filetype_png=PNG Image
labels.facet_filetype_svg=SVG Image
labels.facet_filetype_tiff=TIFF Image
labels.facet_filetype_jpg=JPEG Image
labels.facet_filetype_archive=Archive
labels.facet_filetype_bat=Batch File
labels.facet_filetype_c=C

# Settings and configurations that are common for all containers
x-minio-common: &minio-common
  image: minio/minio:${MINIO_VERSION}
  command: server http://minio{1...4}/data{1...3}
  env_file:
    - ./minio.env
  expose:
    - "9000"
    - "9001"

# starts 4 docker containers running minio server instances.
# using nginx reverse proxy, load balancing, you can access
# it through port 9000.
services:
  minio1:
    <<: *minio-common

version: '3.7'

# Settings and configurations that are common for all containers
x-minio-common: &minio-common
  image: quay.io/minio/minio:${RELEASE}
  command: server http://site2-minio{1...4}/data{1...2}
  environment:
    - MINIO_PROMETHEUS_AUTH_TYPE=public
    - CI=true

# starts 4 docker containers running minio server instances.
# using nginx reverse proxy, load balancing, you can access
# it through port 9000.
services:
  site2-minio1:

- kubeadm: make sure pre-pulled kube-proxy image and the one specified in its daemon set manifest are the same ([#67131](https://github.com/kubernetes/kubernetes/pull/67131), [@rosti](https://github.com/rosti))
- kubeadm: remove misleading error message regarding image pulling ([#66658](https://github.com/kubernetes/kubernetes/pull/66658), [@dixudx](https://github.com/dixudx))

  ]
}
```

/// tip

📣 🔢 🔢 ⏮️ 🆎 `list`, 💖 🖼 🔛, 👆 💪 🎯 ⚙️ `Query`, ⏪ ⚫️ 🔜 🔬 📨 💪.

///

🎓 🛠️ 🩺 🔜 ℹ ➡️, ✔ 💗 💲:

<img src="/img/tutorial/query-params-str-validations/image02.png">

### 🔢 🔢 📇 / 💗 💲 ⏮️ 🔢

&amp; 👆 💪 🔬 🔢 `list` 💲 🚥 👌 🚚:

{* ../../docs_src/query_params_str_validations/tutorial012.py hl[9] *}

🚥 👆 🚶:

```
http://localhost:8000/items/

{
  "image": "mcr.microsoft.com/devcontainers/java:21-bookworm",
  "features": {
      "ghcr.io/devcontainers/features/java:1": {
          "version": "17"
      }
  },
  "customizations": {
      "vscode": {
          "settings": {
              "java.server.launchMode": "Standard"
          },
          "extensions": [
              "vscjava.vscode-java-pack",
              "vscjava.vscode-gradle"
          ]
      }
  }

      matrix:
        dbversion: ['mysql:9', 'mysql:8', 'mysql:5.7']
        go: ['1.23', '1.24']
        platform: [ubuntu-latest]
    runs-on: ${{ matrix.platform }}

    services:
      mysql:
        image: ${{ matrix.dbversion }}
        env:
          MYSQL_DATABASE: gorm
          MYSQL_USER: gorm
          MYSQL_PASSWORD: gorm
          MYSQL_RANDOM_ROOT_PASSWORD: "yes"
        ports:
          - 9910:3306