and `tf.data.Dataset.with_options()` respectively.
    *   New `tf.data.Dataset.reduce()` API allows users to reduce a finite
        dataset to a single element using a user-provided reduce function.
    *   New `tf.data.Dataset.window()` API allows users to create finite windows
        of input dataset; when combined with the `tf.data.Dataset.reduce()` API,
        this allows users to implement customized batching.

border-top-left-radius: 0;\n  border-bottom-left-radius: 0;\n}\n\n.custom-control {\n  position: relative;\n  z-index: 1;\n  display: block;\n  min-height: 1.5rem;\n  padding-left: 1.5rem;\n  -webkit-print-color-adjust: exact;\n  color-adjust: exact;\n  print-color-adjust: exact;\n}\n\n.custom-control-inline {\n  display: -ms-inline-flexbox;\n  display: inline-flex;\n  margin-right: 1rem;\n}\n\n.custom-control-input {\n  position: absolute;\n  left: 0;\n  z-index: -1;\n  width: 1rem;\n  height: 1.25rem;\n...

background-position: center;\n  background-size: contain;\n  border: var(--bs-border-width) solid var(--bs-border-color);\n  -webkit-appearance: none;\n  -moz-appearance: none;\n  appearance: none;\n  -webkit-print-color-adjust: exact;\n  color-adjust: exact;\n  print-color-adjust: exact;\n}\n.form-check-input[type=checkbox] {\n  border-radius: 0.25em;\n}\n.form-check-input[type=radio] {\n  border-radius: 50%;\n}\n.form-check-input:active {\n  filter: brightness(90%);\n}\n.form-check-input:focus {\n  border-color:...

!= nil { t.Errorf("failed bytes->FE->bytes round-trip: %v", err) } f2 := func(fe, r Element) bool { r.SetBytes(fe.Bytes()) // Intentionally not using Equal not to go through Bytes again. // Calling reduce because both Generate and SetBytes can produce // non-canonical representations. fe.reduce() r.reduce() return fe == r } if err := quick.Check(f2, nil); err != nil { t.Errorf("failed FE->bytes->FE round-trip: %v", err) } // Check some fixed vectors from dalek type feRTTest struct { fe Element b []byte...

!= nil { t.Errorf("failed bytes->FE->bytes round-trip: %v", err) } f2 := func(fe, r Element) bool { r.SetBytes(fe.Bytes()) // Intentionally not using Equal not to go through Bytes again. // Calling reduce because both Generate and SetBytes can produce // non-canonical representations. fe.reduce() r.reduce() return fe == r } if err := quick.Check(f2, nil); err != nil { t.Errorf("failed FE->bytes->FE round-trip: %v", err) } // Check some fixed vectors from dalek type feRTTest struct { fe Element b []byte...

- `kubectl config view` now redacts bearer tokens by default, similar to client certificates. The `--raw` flag can still be used to output full content. ([#88985](https://github.com/kubernetes/kubernetes/pull/88985), [@puerco](https://github.com/puerco))

102D1..102DF  ; disallowed                             # NA   <reserved-102D1>..<reserved-102DF>
102E0         ; valid                                  # 7.0  COPTIC EPACT THOUSANDS MARK
102E1..102FB  ; valid                  ;      ; NV8    # 7.0  COPTIC EPACT DIGIT ONE..COPTIC EPACT NUMBER NINE HUNDRED
102FC..102FF  ; disallowed                             # NA   <reserved-102FC>..<reserved-102FF>

    yield
    # Clean up the ML models and release the resources
    ml_models.clear()


app = FastAPI(lifespan=lifespan)


@app.get("/predict")
async def predict(x: float):
    result = ml_models["answer_to_everything"](x)
    return {"result": result}
```

**Note**: This is the recommended way going forward, instead of using `startup` and `shutdown` events.