row;\n}\n\n.navbar-expand .navbar-nav .dropdown-menu {\n  position: absolute;\n}\n\n.navbar-expand .navbar-nav .nav-link {\n  padding-right: 0.5rem;\n  padding-left: 0.5rem;\n}\n\n.navbar-expand > .container,\n.navbar-expand > .container-fluid, .navbar-expand > .container-sm, .navbar-expand > .container-md, .navbar-expand > .container-lg, .navbar-expand > .container-xl {\n  flex-wrap: nowrap;\n}\n\n.navbar-expand .navbar-nav-scroll {\n  overflow: visible;\n}\n\n.navbar-expand .navbar-collapse {\n  display: flex !important;\n...

!important;\n    transition: none;\n  }\n  .navbar-expand-sm .offcanvas .offcanvas-header {\n    display: none;\n  }\n  .navbar-expand-sm .offcanvas .offcanvas-body {\n    display: flex;\n    flex-grow: 0;\n    padding: 0;\n    overflow-y: visible;\n  }\n}\n@media (min-width: 768px) {\n  .navbar-expand-md {\n    flex-wrap: nowrap;\n    justify-content: flex-start;\n  }\n  .navbar-expand-md .navbar-nav {\n    flex-direction: row;\n  }\n  .navbar-expand-md .navbar-nav .dropdown-menu {\n    position: absolute;\n...

tor) extractor.Write(secret) return extractor.Sum(nil) } func Expand[H hash.Hash](h func() H, pseudorandomKey []byte, info string, keyLen int) []byte { out := make([]byte, 0, keyLen) expander := hmac.New(h, pseudorandomKey) hmac.MarkAsUsedInKDF(expander) var counter uint8 var buf []byte for len(out) < keyLen { counter++ if counter == 0 { panic("hkdf: counter overflow") } if counter > 1 { expander.Reset() } expander.Write(buf) expander.Write([]byte(info)) expander.Write([]byte{counter}) buf = expander.Sum(buf[:0])...

r) extractor.Write(secret) return extractor.Sum(nil) } func Expand[H fips140.Hash](h func() H, pseudorandomKey []byte, info string, keyLen int) []byte { out := make([]byte, 0, keyLen) expander := hmac.New(h, pseudorandomKey) hmac.MarkAsUsedInKDF(expander) var counter uint8 var buf []byte for len(out) < keyLen { counter++ if counter == 0 { panic("hkdf: counter overflow") } if counter > 1 { expander.Reset() } expander.Write(buf) expander.Write([]byte(info)) expander.Write([]byte{counter}) buf = expander.Sum(buf[:0])...

  - [What’s New (Major Themes)](#whats-new-major-themes)
    - [Deprecation warnings](#deprecation-warnings)
    - [Avoiding permanent beta](#avoiding-permanent-beta)
    - [Expanded CLI support for debugging workloads and nodes](#expanded-cli-support-for-debugging-workloads-and-nodes)
    - [Structured logging](#structured-logging)
    - [EndpointSlices are now enabled by default](#endpointslices-are-now-enabled-by-default)

*   Add support for the shrinkage-type L2 to FtrlOptimizer in addition to the
    online L2 it already supports.
*   Fix negative variance in moments calculation.
*   Expand UniqueOp Benchmark Tests to cover more collision cases.
*   Improves stability of GCS filesystem on Mac.
*   Add time estimation to HloCostAnalysis.

     */
    Integer getIndexNumberOfShardsAsInteger();

    /**
     * Get the value for the key 'index.auto_expand_replicas'. <br>
     * The value is, e.g. 0-1 <br>
     * comment: Auto expand replicas setting for the index.
     * @return The value of found property. (NotNull: if not found, exception but basically no way)
     */
    String getIndexAutoExpandReplicas();

    /**

### Internal

* 👷 Tweak coverage to not pass Smokeshow max file size limit. PR [#14507](https://github.com/fastapi/fastapi/pull/14507) by [@tiangolo](https://github.com/tiangolo).
* ✅ Expand test matrix to include Windows and MacOS. PR [#14171](https://github.com/fastapi/fastapi/pull/14171) by [@svlandeg](https://github.com/svlandeg).

## 0.124.2 (2025-12-10)

### Fixes