while (head != null) {
      Listener tmp = head;
      head = head.next;
      tmp.next = reversedList;
      reversedList = tmp;
    }
    return reversedList;
  }

  // TODO(user): move parts into a default method on ListenableFuture?
  @Override
  public String toString() {
    // TODO(cpovirk): Presize to something plausible?
    StringBuilder builder = new StringBuilder();

In some cases, for pure data validation and processing, you can get performance improvements of **20x** or more. This means 2,000% or more. 🤯

    *   Removed enums `MLIR_BRIDGE_ROLLOUT_SAFE_MODE_ENABLED` and `MLIR_BRIDGE_ROLLOUT_SAFE_MODE_FALLBACK_ENABLED` which are no longer used by the tf2xla bridge

## Keras

 Keras is a framework built on top of the TensorFlow. See more details on the Keras [website](https://keras.io/).

### Breaking Changes


`tf.keras`:

	if err != nil {
		writeErrorResponseJSON(ctx, w, toAdminAPIErr(ctx, err), r.URL)
		return
	}

	// Add ldap users which have mapped policies if in LDAP mode
	// FIXME(vadmeste): move this to policy info in the future
	ldapUsers, err := globalIAMSys.ListLDAPUsers(ctx)
	if err != nil && err != errIAMActionNotAllowed {
		writeErrorResponseJSON(ctx, w, toAdminAPIErr(ctx, err), r.URL)
		return

func (s *xlStorage) openFileSync(filePath string, mode int, skipParent string) (f *os.File, err error) {
	return s.openFile(filePath, mode|writeMode, skipParent)
}

func (s *xlStorage) openFile(filePath string, mode int, skipParent string) (f *os.File, err error) {
	if skipParent == "" {
		skipParent = s.drivePath
	}
	// Create top level directories if they don't exist.
	// with mode 0777 mkdir honors system umask.

	// Linear search, we likely have to insert at front.
	for i, existing := range x.versions {
		if existing.header.ModTime <= modTime {
			// Insert at current idx. First move current back.
			copy(x.versions[i+1:], x.versions[i:])
			x.versions[i] = xlMetaV2ShallowVersion{
				header: ver.header(),
				meta:   encoded,
			}
			return nil
		}
	}

      <version>4.0.0+</version>
      <description>Describes where an artifact has moved to. If any of the values are omitted, it is
        assumed to be the same as it was before.</description>
      <fields>
        <field>
          <name>groupId</name>
          <version>4.0.0+</version>
          <description>The group ID the artifact has moved to.</description>
          <type>String</type>
        </field>

    shortNames:
    - pa
    singular: peerauthentication
  scope: Namespaced
  versions:
  - additionalPrinterColumns:
    - description: Defines the mTLS mode used for peer authentication.
      jsonPath: .spec.mtls.mode
      name: Mode
      type: string
    - description: 'CreationTimestamp is a timestamp representing the server time

    shortNames:
    - pa
    singular: peerauthentication
  scope: Namespaced
  versions:
  - additionalPrinterColumns:
    - description: Defines the mTLS mode used for peer authentication.
      jsonPath: .spec.mtls.mode
      name: Mode
      type: string
    - description: 'CreationTimestamp is a timestamp representing the server time

# FastAPI CLI

**FastAPI CLI** is a command line program `fastapi` that you can use to serve your FastAPI app, manage your FastAPI project, and more.

When you install FastAPI (e.g. with `pip install fastapi`), it includes a package called `fastapi-cli`, this package provides the `fastapi` command in the terminal.

To run your FastAPI app for development, you can use the `fastapi dev` command:

<div class="termy">

```console