Hoặc bạn cũng có thể cố định nó với:

```txt
fastapi[standard]>=0.112.0,<0.113.0
```

Như vậy, bạn sẽ sử dụng các phiên bản `0.112.0` trở lên, nhưng nhỏ hơn `0.113.0`, ví dụ, một phiên bản `0.112.2` vẫn được chấp nhận.

Nếu bạn sử dụng bất kỳ công cụ nào để quản lý cài đặt của bạn, như `uv`, Poetry, Pipenv, hoặc bất kỳ công cụ nào khác, chúng đều có một cách để bạn có thể định nghĩa các phiên bản cụ thể cho các gói của bạn.

        assertNotNull(log);
        assertTrue(log.startsWith("Mem:{used "));
        assertTrue(log.contains(", heap "));
        assertTrue(log.contains(", max "));
        assertTrue(log.endsWith("}"));

        // Verify format contains expected memory units
        assertTrue(log.matches(".*used [0-9.]+[a-zA-Z]+, heap [0-9.]+[a-zA-Z]+, max [0-9.]+[a-zA-Z]+.*"));
    }

    public void test_byteCountToDisplaySize_edgeCases() {

/// info

Tüm öğreticiyi zaten okuduysanız ve türler hakkında daha fazla bilgi için geri döndüyseniz, iyi bir kaynak:<a href="https://mypy.readthedocs.io/en/latest/cheat_sheet_py3.html" class="external-link" target="_blank"> the "cheat sheet" from `mypy`</a>.

@NullMarked
public final class GcFinalization {
  private GcFinalization() {}

  /**
   * 10 seconds ought to be long enough for any object to be GC'ed and finalized. Unless we have a
   * gigantic heap, in which case we scale by heap size.
   */
  private static long timeoutSeconds() {
    // This class can make no hard guarantees.  The methods in this class are inherently flaky, but

@NullMarked
public final class GcFinalization {
  private GcFinalization() {}

  /**
   * 10 seconds ought to be long enough for any object to be GC'ed and finalized. Unless we have a
   * gigantic heap, in which case we scale by heap size.
   */
  private static long timeoutSeconds() {
    // This class can make no hard guarantees.  The methods in this class are inherently flaky, but

        final long maxBytes = runtime.maxMemory();
        final long totalBytes = runtime.totalMemory();
        final long usedBytes = totalBytes - freeBytes;
        return "Mem:{used " + byteCountToDisplaySize(usedBytes) + ", heap " + byteCountToDisplaySize(totalBytes) + ", max "
                + byteCountToDisplaySize(maxBytes) + "}";
    }

    /**
     * Converts byte count to human-readable size format.
     *

        case CONNECTION:
            return "Close idle connections or increase the connection pool size";
        case MEMORY:
            return "Reduce buffer sizes or increase heap memory";
        case DISK_SPACE:
            return "Free up disk space or use a different location";
        case QUOTA:
            return "Contact administrator to increase quota limits";
        case LOCK:

import org.jspecify.annotations.NullUnmarked;

/**
 * Benchmarks for various potential implementations of {@code ByteSource.asCharSource(...).read()}.
 */
// These benchmarks allocate a lot of data so use a large heap
@VmOptions({"-Xms12g", "-Xmx12g", "-d64"})
@NullUnmarked
public class ByteSourceAsCharSourceReadBenchmark {
  enum ReadStrategy {
    TO_BYTE_ARRAY_NEW_STRING {
      @Override

- Install `awscli` - [Installing AWS Command Line Interface](https://docs.aws.amazon.com/cli/latest/userguide/cli-chap-install.html)

### 2. Set bucket WORM configuration

/// info

যদি আপনি টিউটোরিয়ালের সমস্ত বিষয় পড়ে ফেলে থাকেন এবং টাইপ সম্পর্কে আরও জানতে চান, তবে একটি ভালো রিসোর্স হল [mypy এর "cheat sheet"](https://mypy.readthedocs.io/en/latest/cheat_sheet_py3.html)। এই "cheat sheet" এ আপনি Python টাইপ হিন্ট সম্পর্কে বেসিক থেকে উন্নত লেভেলের ধারণা পেতে পারেন, যা আপনার কোডে টাইপ সেফটি এবং স্পষ্টতা বাড়াতে সাহায্য করবে।