* `refactor`: Refactors
    * This is normally for changes to the internal code that don't change the behavior. Normally it improves maintainability, or enables future features, etc.
* `upgrade`: Upgrades

## 0.112.3

This release is mainly internal refactors, it shouldn't affect apps using FastAPI in any way. You don't even have to upgrade to this version yet. There are a few bigger releases coming right after. 🚀

### Refactors

        yield c
    # Clean up connection explicitly to avoid resource warning
    mod.engine.dispose()


def test_crud_app(client: TestClient):
    # TODO: this warns that SQLModel.from_orm is deprecated in Pydantic v1, refactor
    # this if using obj.model_validate becomes independent of Pydantic v2
    with warnings.catch_warnings(record=True):
        warnings.simplefilter("always")
        # No heroes before creating

        yield c
    # Clean up connection explicitly to avoid resource warning
    mod.engine.dispose()


def test_crud_app(client: TestClient):
    # TODO: this warns that SQLModel.from_orm is deprecated in Pydantic v1, refactor
    # this if using obj.model_validate becomes independent of Pydantic v2
    with warnings.catch_warnings(record=True):
        warnings.simplefilter("always")
        # No heroes before creating

<div class="screenshot">
<img src="/img/tutorial/sql-databases/image01.png">
</div>

## Update the App with Multiple Models { #update-the-app-with-multiple-models }

Now let's **refactor** this app a bit to increase **security** and **versatility**.

If you check the previous app, in the UI you can see that, up to now, it lets the client decide the `id` of the `Hero` to create. 😱

Later you will see how **powerful** it can be.

/// tip

The fact that this is **standard Python** means that you will still get the **best possible developer experience** in your editor, with the tools you use to analyze and refactor your code, etc. ✨

And also that your code will be very compatible with many other Python tools and libraries. 🚀

///

## Type hints in **FastAPI** { #type-hints-in-fastapi }

    *   Add an option to disallow `NNAPI` CPU / partial acceleration on Android
        10
    *   TFLite Android AARs now include the C headers and APIs are required to
        use TFLite from native code.
    *   Refactors the delegate and delegate kernel sources to allow usage in the
        linter.
    *   Limit delegated ops to actually supported ones if a device name is
        specified or `NNAPI` CPU Fallback is disabled.

dP") } dQ1 := bigmod.NewNat().Mod(priv.d, qMinus1) if dQ1.Equal(dQ) != 1 { return errors.New("crypto/rsa: d does not match dQ") } // Check that |p - q| > 2^(nlen/2 - 100). // // If p and q are very close to each other, then N=pq can be trivially // factored using Fermat's factorization method. Broken RSA implementations // do generate such keys. See Hanno Böck, Fermat Factorization in the Wild, // https://eprint.iacr.org/2023/026.pdf. diff := bigmod.NewNat() if qP, err := bigmod.NewNat().SetBytes(q.Nat().Bytes(q),...