これは**システムを**デプロイする方法に**大きく依存**するだろうし、おそらくプログラムの起動方法や再起動の処理などにも関係してくるでしょう。

考えられるアイデアをいくつか挙げてみます：

* アプリコンテナの前に実行されるKubernetesのInitコンテナ
* 事前のステップを実行し、アプリケーションを起動するbashスクリプト
    * 利用するbashスクリプトを起動／再起動したり、エラーを検出したりする方法は以前として必要になるでしょう。

/// tip | 豆知識

コンテナを使った具体的な例については、将来の章で紹介します: [コンテナ内のFastAPI - Docker](docker.md).

///

## リソースの利用 { #resource-utilization }

#include "tensorflow/core/framework/common_shape_fns.h"
#include "tensorflow/core/framework/function.h"
#include "tensorflow/core/framework/function.pb.h"
#include "tensorflow/core/framework/op_def.pb.h"
#include "tensorflow/core/lib/hash/hash.h"
#include "tensorflow/core/lib/strings/proto_serialization.h"
#include "tensorflow/core/platform/logging.h"
#include "tensorflow/core/platform/status.h"
#include "tensorflow/core/platform/str_util.h"

     *
     * @param element the element to add
     * @param occurrences the number of occurrences of the element to add. May be zero, in which
     *     case no change will be made.
     * @return this {@code Builder} object
     * @throws NullPointerException if {@code element} is null
     * @throws IllegalArgumentException if {@code occurrences} is negative, or if this operation

* 그리고 `app/internal/admin.py` 파일은 또 다른 submodule입니다: `app.internal.admin`.

<img src="/img/tutorial/bigger-applications/package.drawio.svg">

같은 파일 구조에 주석을 추가하면 다음과 같습니다:

```bash
.
├── app                  # 'app'은 Python 패키지입니다
│   ├── __init__.py      # 이 파일로 'app'이 'Python 패키지'가 됩니다
│   ├── main.py          # 'main' 모듈, 예: import app.main

     *
     * (Currently it's safe to pass instances for which compareTo() always
     * returns 0, but if we had a SingletonImmutableSortedSet, this might no
     * longer be the case.)
     *
     * javax.naming.Name and java.util.concurrent.Delayed might work, but
     * they're fairly obscure, we've invented our own interface and class.
     */
    Interface a = new Impl();

  // }
  //
  // The imaginary `hash` and `next` values are combined into a single `int` value in the `entries`
  // array. The top bits of this value are the remaining bits of the hash value that were not used
  // in the short hash. We saw that a mask of 0x7f would keep the 7-bit value 0x6f from a full
  // hashcode of 0x89abcdef. The imaginary `hash` value would then be the remaining top 25 bits,

   *
   * @since 10.0
   */
  public static final int BYTES = Float.BYTES;

  /**
   * Returns a hash code for {@code value}; obsolete alternative to {@link Float#hashCode(float)}.
   *
   * @param value a primitive {@code float} value
   * @return a hash code for the value
   */
  @InlineMe(replacement = "Float.hashCode(value)")
  public static int hashCode(float value) {

*   Fixes an overflow producing a crash in `tf.range`
    ([CVE-2021-41202](https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2021-41202))
*   Fixes an overflow producing a crash in `tf.image.resize` when size is large
    ([CVE-2021-41199](https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2021-41199))
*   Fixes an overflow producing a crash in `tf.tile` when tiling tensor is large

  }

  /**
   * {@inheritDoc}
   *
   * <p><b>Note:</b> This hash code is consistent with exact equality of the calculated statistics,
   * including the floating point values. See the note on {@link #equals} for details.
   */
  @Override
  public int hashCode() {
    return Objects.hash(count, mean, sumOfSquaresOfDeltas, min, max);
  }

  @Override
  public String toString() {

            testMessage.setMid(largeMid);
            assertEquals(largeMid, testMessage.getMid());

            // HashCode should handle overflow correctly
            int hash = testMessage.hashCode();
            assertEquals((int) largeMid, hash);
        }

        @Test
        @DisplayName("Should handle negative status codes")
        void testNegativeStatusCode() throws SMBProtocolDecodingException {