gatherers/: windowFixed, windowSliding, fold, scan, mapConcurrent, a custom Gatherer (dedupeConsecutive, takeUntil), and a Collector-vs-Gatherer comparison. Verified: windowSliding emits one short window on a too-short stream rather than shrinking to empty like windowFixed; mapConcurrent waits for in-flight siblings to finish (~901ms) rather than cancelling them when one mapper throws. scoped-values/: ScopedValue API and rebinding, why plain threads (virtual or platform) do not inherit a binding while a StructuredTaskScope subtask does, and the memory cost vs InheritableThreadLocal measured two ways -- a noisy heap-delta first pass, then a precise jcmd GC.class_histogram object census (5 shared Carrier objects vs ~700,000 copied ThreadLocalMap/Entry objects for 100,000 threads). Companion code for the ankurm.com posts "Java Stream Gatherers (JEP 485)" and "Scoped Values vs ThreadLocal in Java 25: Migration Guide with Virtual Threads". Co-Authored-By: Claude Sonnet 5 <[email protected]> Claude-Session: https://claude.ai/code/session_01FtpJvZfg4nvLvtzgJTDWpB
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17. Scoped values vs ThreadLocal (JEP 506, final in JDK 25)
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ScopedValue itself needs no --enable-preview on 25+ -- JEP 506 finalized in JDK 25. Every file that also touches
StructuredTaskScope (JEP 505, still preview on 25 -- see 12. Version lanes) needs
--enable-preview --release 25. Source: scoped-values/src/, transcripts
99-basics, 99-inheritance,
99-memory-heap-delta, 99-histogram-scopedvalue,
99-histogram-threadlocal.
The API (ScopedValuesBasics.java)
static final ScopedValue<String> USER = ScopedValue.newInstance();
ScopedValue.where(USER, "ankur").run(() -> {
USER.get(); // "ankur", from any method called on this thread while bound
USER.isBound(); // true
});
USER.get(); // NoSuchElementException -- unbound outside the block
USER.orElse("anonymous"); // fallback instead of an exception
- Rebinding: a nested
where()on the sameScopedValueshadows the outer binding for its own block only, then the outer binding comes back unchanged once the inner block exits -- confirmed in 99-basics.txt. It's a scope, not an assignment.
Inheritance requires StructuredTaskScope -- this is the trap (InheritanceRequiresStructuredTaskScope.java)
The natural assumption, coming from InheritableThreadLocal, is that a binding is visible to any child thread. It
is not. 99-inheritance.txt: a plain Thread.ofVirtual().start(...) and a plain
new Thread(...), both started from inside an active where().run() block, see the value as unbound
(NoSuchElementException). Only a subtask fork()ed from a StructuredTaskScope opened while the binding is active
sees it. This is the one migration detail that breaks code silently rather than loudly -- a straight
ExecutorService.submit() swap-in for ThreadLocal-based code will compile fine and lose every binding.
Memory vs ThreadLocal, measured two ways (ScopedValueVsThreadLocalMemory.java, MemoryFootprintProbe.java)
First attempt: total heap before/after parking N subtasks holding 5 bound values each
(99-memory-heap-delta.txt). At 500,000 subtasks the two scenarios come out within
1-2% of each other, and the sign flips between runs. That's noise, not a finding -- the fixed cost of a
VirtualThread + its StackChunk + its StructuredTaskScopeImpl$SubtaskImpl (1000-2000+ bytes/thread either way)
swamps the actual difference this test is trying to isolate.
Second attempt: jcmd <pid> GC.class_histogram against 100,000 parked subtasks, an exact object census instead of a
before/after subtraction.
| ScopedValue | InheritableThreadLocal | |
|---|---|---|
| Binding-storage objects | ScopedValue$Carrier × 5 (160 bytes total) |
ThreadLocalMap × 100,001, Entry[] × 100,001, Entry × 500,005 (26.4 MB total) |
| Shared or per-thread? | Shared -- all 100,000 subtasks reference the same 5 Carrier objects |
Copied -- every subtask gets its own map + array + 5 entries |
| Cost per additional thread | ~0 bytes | ~264 bytes |
That's 99-histogram-scopedvalue.txt vs
99-histogram-threadlocal.txt, read literally: 5 Carrier instances for
100,000 threads, full stop, versus 100,001 ThreadLocalMap instances. This is JEP 506's "expensive inheritance"
claim made concrete -- not a multiplier on the total heap, but a real, avoidable, per-thread allocation that simply
doesn't happen with ScopedValue, because nothing is copied into the child in the first place.