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Oct 22, 2026

The edition exactly as it was published. Nothing here is re-selected on a later reading.

Oct 23, 20265 reads · 140 merged PRs screened

framework internals

vercel/next.js · #99826

Files changed →View PR ↗

Add webpack utilsTypeScript · 650 + / 0 −

Introduces 14 new declarations in turbopack/crates/turbopack-node/js/src/transforms/webpack-loaders-utils.ts.

Adds new framework internals rather than adjusting what was there. Tests changed with it, with code of their own.

turbopack/crates/turbopack-node/js/src/transforms/webpack-loaders-utils.ts ↗ · 12 files

@@ -0,0 +1,648 @@+import { createHash as nodeCreateHash } from 'crypto'+import path from 'path'++const WINDOWS_ABS_PATH_REGEXP = /^[a-zA-Z]:[\\/]/++function relativePathToRequest(relativePath: string): string {+  if (relativePath === '') return './.'+  if (relativePath === '..') return '../.'+  if (relativePath.startsWith('../')) return relativePath+  return `./${relativePath}`+}++// Matches webpack's lib/util/identifier.js, including regexp-like requests.+function absoluteToRequest(context: string, request: string): string {+  const windows = WINDOWS_ABS_PATH_REGEXP.test(request)+  if (!windows && request[0] !== '/') return request+  if (!windows && request.length > 1 && request.endsWith('/')) return request++  const queryIndex = request.indexOf('?')+  const resource = queryIndex === -1 ? request : request.slice(0, queryIndex)+  let relative = windows+    ? path.win32.relative(context, resource)+    : path.posix.relative(context, resource)+  if (!windows || !WINDOWS_ABS_PATH_REGEXP.test(relative)) {+    relative = relativePathToRequest(+      windows ? relative.replace(/\\/g, '/') : relative+    )+  }+  return relative + (queryIndex === -1 ? '' : request.slice(queryIndex))+}++export function contextify(context: string, request: string): string {+  return request

framework internals

huggingface/transformers · #48677

Files changed →View PR ↗

🚨Add an FP8 backend to `QuantizedCache`Python · 144 + / 27 −

Introduces 14 new declarations in src/transformers/cache_utils.py.

Adds new framework internals rather than adjusting what was there. Tests changed with it, with code of their own.

src/transformers/cache_utils.py ↗ · 6 files

@@ -919,6 +941,76 @@ def _dequantize(self, qtensor):         return tensor  +class Fp8QuantizedLayer(BaseQuantizedLayer):+    """+    A quantized layer storing the key and value states in 8-bit floating point. The per-tensor scale is frozen+    after the first `update`, so new states are appended as-is: no residual cache, no re-quantization.++    A finer-grained variant belongs here rather than under `QuantizedLayer`, as grouping along the head+    dimension keeps states appendable and only turns the stored scale into a tensor.+    """++    fp8_dtype = torch.float8_e4m3fn+    fp8_max = torch.finfo(fp8_dtype).max++    def lazy_initialization(self, key_states: torch.Tensor, value_states: torch.Tensor) -> None:+        super().lazy_initialization(key_states, value_states)+        self._quantized_keys = self._quantize(key_states)+        self._quantized_values = self._quantize(value_states)++    def _quantize(self, tensor, scale=None):+        """Quantize `tensor` to FP8, calibrating the scale on its amplitude if it is not provided."""+        if scale is None:+            # `clamp` guards against an all-zeros tensor, which would give a null scale+            scale = (tensor.abs().amax().float() / self.fp8_max).clamp(min=torch.finfo(torch.float32).tiny)+        return (tensor.float() / scale).to(self.fp8_dtype), scale++    def _dequantize(self, qtensor):+        quant_tensor, scale = qtensor+        return (quant_tensor.float() * scale).to(self.dtype)++    def update(+        self, key_states: torch.Tensor, value_states: torch.Tensor, *args, **kwargs

language design

rust-lang/rust · #162535

Files changed →View PR ↗

Reland debug impl for fieldless enums with concatenated string without using discriminant_valueRust · 108 + / 0 −

Introduces 3 new declarations in compiler/rustc_builtin_macros/src/deriving/debug.rs.

Adds new language design rather than adjusting what was there. Tests changed with it, with code of their own.

compiler/rustc_builtin_macros/src/deriving/debug.rs ↗ · 6 files

@@ -256,3 +259,94 @@ fn show_fieldless_enum(     let fn_path_write_str = cx.std_path(span, &[sym::fmt, sym::Formatter, sym::write_str]);     BlockOrExpr::new_expr(cx.expr_call_global(span, fn_path_write_str, thin_vec![fmt, name])) }++/// Special case for large enums with no fields. Builds:+/// ```text+/// impl ::core::fmt::Debug for A {+///     fn fmt(&self, f: &mut ::core::fmt::Formatter) -> ::core::fmt::Result {+///         ::core::fmt::Formatter::debug_c_like_enum_write_str(f,+///             "A B C D E F",+///             match self {+///                 A::A => 0usize,+///                 A::B => 2usize,+///                 A::C => 4usize,+///                 A::D => 6usize,+///                 A::E => 8usize,+///                 A::F => 10usize,+///             })+///     }+/// }+/// ```+fn show_fieldless_enum_concat_str(+    cx: &ExtCtxt<'_>,+    span: Span,+    def: &EnumDef,+    type_ident: Ident,+) -> Option<Box<ast::Expr>> {+    // Minimum variant count where this optimization starts to pay off.+    // Initial value of 10 came from https://github.com/rust-lang/rust/pull/155452.+    // Refined with the new impl in https://github.com/rust-lang/rust/pull/162535.+    // Tested with thresholds 10,5,2 on rustc-perf+    // and by comparing MIR sizes for various enums in GodBolt.+    //

systems design

kubernetes/kubernetes · #128728

Files changed →View PR ↗

node: resourcemanager: API to check exclusive assignment availabilityGo · 252 + / 21 −

Introduces 24 new declarations in pkg/kubelet/cm/testing/mocks.go.

Adds new systems design rather than adjusting what was there. Tests changed with it, with code of their own.

pkg/kubelet/cm/testing/mocks.go ↗ · 27 files

@@ -67,6 +67,57 @@ func (_m *MockContainerManager) EXPECT() *MockContainerManager_Expecter { 	return &MockContainerManager_Expecter{mock: &_m.Mock} } +// AllocationMode provides a mock function for the type MockContainerManager+func (_mock *MockContainerManager) AllocationMode(res v1.ResourceName) cm.ResourceAllocationMode {+	ret := _mock.Called(res)++	if len(ret) == 0 {+		panic("no return value specified for AllocationMode")+	}++	var r0 cm.ResourceAllocationMode+	if returnFunc, ok := ret.Get(0).(func(v1.ResourceName) cm.ResourceAllocationMode); ok {+		r0 = returnFunc(res)+	} else {+		r0 = ret.Get(0).(cm.ResourceAllocationMode)+	}+	return r0+}++// MockContainerManager_AllocationMode_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'AllocationMode'+type MockContainerManager_AllocationMode_Call struct {+	*mock.Call+}++// AllocationMode is a helper method to define mock.On call+//   - res v1.ResourceName+func (_e *MockContainerManager_Expecter) AllocationMode(res any) *MockContainerManager_AllocationMode_Call {+	return &MockContainerManager_AllocationMode_Call{Call: _e.mock.On("AllocationMode", res)}+}++func (_c *MockContainerManager_AllocationMode_Call) Run(run func(res v1.ResourceName)) *MockContainerManager_AllocationMode_Call {+	_c.Call.Run(func(args mock.Arguments) {

runtime

nodejs/node · #66748

Files changed →View PR ↗

sqlite: propagate option getter errors and dedupe boolean optionsC++ · 79 + / 386 −

Reworks 433 lines of existing logic in src/node_sqlite.cc.

Changes how existing runtime behaves. Tests changed with it, with code of their own.

src/node_sqlite.cc ↗ · 2 files

@@ -1893,90 +1919,23 @@ void Database::New(const FunctionCallbackInfo<Value>& args) {     }      Local<Object> options = args[1].As<Object>();-    Local<String> open_string = FIXED_ONE_BYTE_STRING(env->isolate(), "open");-    Local<Value> open_v;-    if (!options->Get(env->context(), open_string).ToLocal(&open_v)) {+    bool read_only = open_config.get_read_only();+    bool enable_foreign_keys = open_config.get_enable_foreign_keys();+    bool enable_dqs = open_config.get_enable_dqs();+    if (!ReadOptionalBool(env, options, "open", &open)) return;+    if (!ReadOptionalBool(env, options, "readOnly", &read_only)) return;+    if (!ReadOptionalBool(+            env, options, "enableForeignKeyConstraints", &enable_foreign_keys))       return;-    }-    if (!open_v->IsUndefined()) {-      if (!open_v->IsBoolean()) {-        THROW_ERR_INVALID_ARG_TYPE(-            env->isolate(), "The \"options.open\" argument must be a boolean.");-        return;-      }-      open = open_v.As<Boolean>()->Value();-    }--    Local<String> read_only_string =-        FIXED_ONE_BYTE_STRING(env->isolate(), "readOnly");-    Local<Value> read_only_v;-    if (!options->Get(env->context(), read_only_string).ToLocal(&read_only_v)) {+    if (!ReadOptionalBool(+            env, options, "enableDoubleQuotedStringLiterals", &enable_dqs))       return;-    }-    if (!read_only_v->IsUndefined()) {

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