* Try Google Colab to use TensorFlow.
         * The easiest way to use TF will be to switch to [google colab](https://colab.sandbox.google.com/notebooks/welcome.ipynb#recent=true). You get pre-installed latest stable TF version. Also you can use ```pip install```  to install any other preferred TF version.
         * It has an added advantage since you can you easily switch to different hardware accelerators (cpu, gpu, tpu) as per the task.

to run apps signed by your developer certificate. Then install the libimobiledevice and
ideviceinstaller tools from https://www.libimobiledevice.org/. Use the HEAD versions from
source; the stable versions have bugs that prevents the Go exec wrapper to install and run
apps.

Second, the Go exec wrapper must be told the developer account signing identity, the team

        f.setAccessible(true);

        // Act
        long value = (long) f.get(null);

        // Assert
        assertEquals(2283323396289696982L, value, "serialVersionUID should be stable");
    }

    // Behavior check: toString contains class name and message when present
    @Test
    @DisplayName("toString contains class name and message when provided")

Starlette (and **FastAPI**) are based on [AnyIO](https://anyio.readthedocs.io/en/stable/), which makes it compatible with both Python's standard library [asyncio](https://docs.python.org/3/library/asyncio-task.html) and [Trio](https://trio.readthedocs.io/en/stable/).

In particular, you can directly use [AnyIO](https://anyio.readthedocs.io/en/stable/) for your advanced concurrency use cases that require more advanced patterns in your own code.

                values, "values() order should match declaration order");
    }

    // Happy path: valueOf resolves each constant name; toString equals name; ordinal is stable
    @ParameterizedTest
    @ValueSource(strings = { "NONE", "NO_TIMEOUT", "NO_RETRY", "RETAIN_PAYLOAD" })
    @DisplayName("valueOf(name) returns the correct enum and toString matches name")

And integrate standards-based user interface tools:

* [Swagger UI](https://github.com/swagger-api/swagger-ui)
* [ReDoc](https://github.com/Rebilly/ReDoc)

These two were chosen for being fairly popular and stable, but doing a quick search, you could find dozens of alternative user interfaces for OpenAPI (that you can use with **FastAPI**).

///

### Flask REST frameworks { #flask-rest-frameworks }

Starlette(그리고 **FastAPI**)는 [AnyIO](https://anyio.readthedocs.io/en/stable/)를 기반으로 하고 있으며, 파이썬 표준 라이브러리 [asyncio](https://docs.python.org/3/library/asyncio-task.html)와 [Trio](https://trio.readthedocs.io/en/stable/) 모두와 호환됩니다.

특히, 코드에서 더 고급 패턴이 필요한 고급 동시성 사용 사례에서는 직접 [AnyIO](https://anyio.readthedocs.io/en/stable/)를 사용할 수 있습니다.

        String actual = blob.toString();

        // Assert
        assertEquals(expected, actual, "Hex string should match expected format");
    }

    // Ensures a default-constructed blob starts empty and stable across APIs
    @Test
    @DisplayName("Default constructor yields empty state")
    void defaultConstructor_initialState() {
        // Arrange & Act
        SecurityBlob blob = new SecurityBlob();

        // Assert

  _logging.warning("""

  TensorFlow's `tf-nightly` package will soon be updated to TensorFlow 2.0.

  Please upgrade your code to TensorFlow 2.0:
    * https://www.tensorflow.org/guide/migrate

  Or install the latest stable TensorFlow 1.X release:
    * `pip install -U "tensorflow==1.*"`

  Otherwise your code may be broken by the change.

  """)

# Make sure directory containing top level submodules is in

    okhttp3.internal.platform.Platform.get();
                    ^
  (package okhttp3.internal.platform is declared in module okhttp3,
    which does not export it to module com.bigco.sdk)
```

The stable public API is based on the list of defined modules:

- okhttp3
- okhttp3.brotli
- okhttp3.coroutines
- okhttp3.dnsoverhttps
- okhttp3.java.net.cookiejar
- okhttp3.logging
- okhttp3.sse
- okhttp3.tls