*   Tracing/timeline support for distributed runtime (no GPU profiler yet).
*   C API gives access to inferred shapes with `TF_GraphGetTensorNumDims` and
    `TF_GraphGetTensorShape`.
*   Shape functions for core ops have moved to C++ via
    `REGISTER_OP(...).SetShapeFn(...)`. Python shape inference RegisterShape
    calls use the C++ shape functions with `common_shapes.call_cpp_shape_fn`. A
    future release will remove `RegisterShape` from python.

Nevertheless, you still enforce those scopes, or any other security/authorization requirement, however you need, in your code.

In many cases, OAuth2 with scopes can be an overkill.

But if you know you need it, or you are curious, keep reading.

///

## OAuth2 scopes and OpenAPI { #oauth2-scopes-and-openapi }

Aber OAuth2 mit Scopes kann bequem in Ihre API (mit OpenAPI) und deren API-Dokumentation integriert werden.

Dennoch, verwenden Sie solche Scopes oder andere Sicherheits-/Autorisierungsanforderungen in Ihrem Code so wie Sie es möchten.

In vielen Fällen kann OAuth2 mit Scopes ein Overkill sein.

Aber wenn Sie wissen, dass Sie es brauchen oder neugierig sind, lesen Sie weiter.

///

## OAuth2-Scopes und OpenAPI

/// tip | Dica

A coisa importante e "mágica" aqui é que `get_current_user` terá diferentes listas de `scopes` para validar para cada *operação de rota*.

No obstante, tú aún impones esos scopes, o cualquier otro requisito de seguridad/autorización, como necesites, en tu código.

En muchos casos, OAuth2 con scopes puede ser un exceso.

Pero si sabes que lo necesitas, o tienes curiosidad, sigue leyendo.

///

## Scopes de OAuth2 y OpenAPI

                        * 👉 `security_scopes` 🔢 ✔️ 🏠 `scopes` ⏮️ `list` ⚗ 🌐 👫 ↔ 📣 🔛,:
                            * `security_scopes.scopes` 🔜 🔌 `["me", "items"]` *➡ 🛠️* `read_own_items`.
                            * `security_scopes.scopes` 🔜 🔌 `["me"]` *➡ 🛠️* `read_users_me`, ↩️ ⚫️ 📣 🔗 `get_current_active_user`.

    ShapeHandle shape_handle = c.output(i);
    TF_ShapeAndType& shape = output_shapes_result->items[i];
    shape.num_dims = c.Rank(shape_handle);
    if (shape.num_dims == InferenceContext::kUnknownRank) {
      shape.dims = nullptr;
      continue;
    }
    shape.dims = new int64_t[shape.num_dims];
    for (size_t j = 0; j < shape.num_dims; ++j) {
      shape.dims[j] = c.Value(c.Dim(shape_handle, j));
    }
  }

    /**
     * Creates a new request to enumerate shares on a server.
     *
     * @param server the server name to enumerate shares from
     */
    public MsrpcShareEnum(final String server) {
        super("\\\\" + server, 1, new srvsvc.ShareInfoCtr1(), -1, 0, 0);
        this.ptype = 0;
        this.flags = DCERPC_FIRST_FRAG | DCERPC_LAST_FRAG;
    }

    /**
     * Returns the share entries retrieved from the enumeration.
     *

    /**
     * Creates a new request to enumerate shares on a server.
     *
     * @param server the server name to enumerate shares from
     */
    public MsrpcShareEnum(final String server) {
        super("\\\\" + server, 1, new srvsvc.ShareInfoCtr1(), -1, 0, 0);
        ptype = 0;
        flags = DCERPC_FIRST_FRAG | DCERPC_LAST_FRAG;
    }

    /**
     * Returns the share entries retrieved from the enumeration.
     *

 * tree, including share type and capabilities.
 *
 * @author mbechler
 */
public class Smb2TreeConnectResponse extends ServerMessageBlock2Response implements TreeConnectResponse {

    /**
     * Share type constant for disk shares (file shares).
     */
    public static final byte SMB2_SHARE_TYPE_DISK = 0x1;
    /**
     * Share type constant for named pipe shares (IPC).
     */