Support free-threaded CPython (PEP 703) on 3.13t and 3.14t - #773
Support free-threaded CPython (PEP 703) on 3.13t and 3.14t#773wbarnha wants to merge 12 commits into
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A free-threaded interpreter re-enables the GIL for the whole process the
moment it imports an extension module that has not declared
`Py_mod_gil = Py_MOD_GIL_NOT_USED`, and reports it only through a
RuntimeWarning. All three of faust's Cython extensions were in that
state, so importing faust on 3.13t/3.14t silently turned free-threading
off:
RuntimeWarning: The global interpreter lock (GIL) has been enabled to
load module 'faust._cython.windows', which has not declared that it
can run safely without the GIL.
Set `freethreading_compatible=True` in the three .pyx files, which is
what makes Cython emit the slot. The modules qualify: windows.pyx holds
cdef doubles written once in __init__ and read-only after, and
streams.pyx / conductor.pyx hold per-instance Python references with all
shared state in ordinary Python containers.
Two things made the loss easy to reintroduce invisibly, so both are
pinned down:
* The directive only exists in Cython 3.1+, and older Cython ignores
unknown directives rather than failing -- a 3.0 build would emit no
declaration and no diagnostic. Add a `cython>=3.1` floor for 3.13+
in build-system.requires, and pin cibuildwheel's before-build the
same way.
* Nothing fails when the declaration is missing. Add
tests/unit/test_free_threading.py, which imports each extension in a
subprocess and asserts the GIL is still off. The subprocess drops
PYTHON_GIL from its environment, or the CI job's PYTHON_GIL=0 would
make the assertion vacuous. It skips on a GIL interpreter.
With that, the full unit + functional suite passes on both 3.13t and
3.14t against the compiled extensions with the GIL genuinely disabled
(2211 passed), so drop the `cp31?t-*` cibuildwheel skip the previous
comment said to drop "once faust is verified free-threading-safe", and
add `enable = ["cpython-freethreading"]` so cp313t is built alongside
cp314t.
The new `free-threaded` job covers both interpreters and gates merges,
since it is what verifies the wheels being published. Two things it
does differently from the other test jobs, both necessary:
* It installs requirements/freethreading.txt, not test.txt. Parts of
test.txt cannot be built on a free-threaded interpreter at all --
twine pulls in cffi, which refuses to build on 3.13t, and hypothesis
6.130+ ships a PyO3 extension that does not support 3.13t either.
The new file documents every omission and pin.
* It builds the extensions in place. pytest runs from the repo root,
so `import faust` resolves to the source tree, and the accelerated
implementations are imported behind `try: ... except ImportError`.
Without a .so next to the .pyx the fallback engages silently and the
run exercises pure Python regardless of USE_CYTHON -- which is also
true of the existing USE_CYTHON=true matrix legs.
Document the above in docs/developerguide/free_threading.rst, along with
two findings that are not fixed here: aiokafka's extensions have not made
the declaration either, so a real worker gets the GIL back when the
transport driver loads; and Message.ack/decref is a non-atomic
read-modify-write that loses final acks under real parallelism. The
latter is not reachable from faust's own code, which acks from the event
loop, but is reachable via the public Event.ack.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01K8qT5E3rnSXvw7ibNLXrVr
The optional Cython accelerators were never executed by a single test. `pip install .` compiles them into site-packages, but pytest runs from the repository root, so `import faust` resolves to the source tree and every accelerated import sits behind `try: ... except ImportError`. With no .so next to the .pyx the fallback engaged silently, so the `use-cython: true` matrix legs differed from the `false` ones only in whether the build step succeeded. Build the extensions in place on those legs, and add FAUST_REQUIRE_CYTHON, which turns the silent fallback into a failure so the gap cannot quietly reopen. This matters beyond this branch: the parity tests proposed in #751 note they otherwise "just run the pure-Python one twice", which in CI was always. ## The bug this uncovered `StreamIterator._try_get_quick_value` carried two faults that concealed each other. `chan_queue_empty` holds the bound `queue.empty` method: # streams.py # streams.pyx if chan_queue_empty(): if self.chan_queue_empty: A bound method is always truthy, so the extension always reported "queue empty" and took the awaiting path. That made the `else` unreachable -- which hid the fact that it returned the bare value from `get_nowait()` instead of the `(need_slow_get, value)` pair the caller unpacks. Had the fast path ever run, `next()` would have raised TypeError, or silently mis-unpacked a two-element value into `need_slow_get, channel_value`. Both are fixed together; fixing only the condition would have activated the broken return. The pure-Python twin has always had this right, so this restores the fast path the extension was meant to provide and brings the two implementations back into agreement. Net effect: the compiled iterator has been doing strictly more work than the pure Python it was meant to accelerate, for as long as it has existed. ## Tests tests/unit/test_cython_parity.py covers the guard, window parity (HoppingWindow/SlidingWindow against their _Py twins across step boundaries), and both branches of the queue fast path. The stream tests drive `StreamIterator.next()` directly rather than `async for`, which would need a running worker, and count calls to `Channel.__anext__` -- the awaiting path -- because that is the only clean signal. The two obvious alternatives both fail: `get_nowait` is called by `Queue.get` on the slow path too, and `empty` is called from inside `get_nowait`, so both fire either way and only the counts differ. Verified in both directions: reintroducing the bug fails the test with 5 `__anext__` calls for 5 already-queued values, against 0 when fixed. Suite passes in every configuration: extensions built (2254 passed), absent (2207 passed, parity tests skipped), and free-threaded 3.14t with PYTHON_GIL=0 (2258 passed). ## Docs docs/developerguide/cython.rst records how to test the compiled code, the drift history that motivates parity tests (#608, the on_topic_buffer_full defect left unfixed because fixing one twin alone would desynchronise them, and the fast-path pair above), and the conventions for adding an accelerator -- including that the wins concentrate in per-call arithmetic, not in code whose body is mostly `await`. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01K8qT5E3rnSXvw7ibNLXrVr
The topic conductor is the per-message inner loop of a worker, and it exists twice: `ConductorHandler` in the extension, and the `on_message` closure from `ConductorCompiler.build`. Neither was covered -- the existing conductor tests replace the handler with an AsyncMock and assert it was called, so the fan-out, event reuse, buffer-pressure callbacks, full-queue path and decode-error propagation were untested on both sides. Both handlers take `(conductor, tp, channels)` and are awaited with a Message, so they can be driven over the same input and compared. tests/unit/transport/test_conductor_parity.py does that for each of those paths and diffs a full record of the outcome: which events reached which channels, refcount and acked state, decode counts, and every sensor and consumer callback. Both implementations run against the *same* conductor and the same `channels` set, one after the other, rather than two separately-built environments. `channels` is a set of Topic objects hashed by identity, so two separate sets iterate in unrelated orders, and anything order-sensitive -- which channel decodes first, which ones a mid-fan-out decode error reaches -- would differ for reasons unrelated to the implementations. Sharing the set removes that variable; `reset()` clears queues and recorded callbacks between runs. ## What it found `ConductorHandler` never reused a decoded event. The conductor is supposed to deserialize once and reuse it for every channel whose `(key_type, value_type)` matches, but `event_keyid` was only ever assigned from `_decode()`, which returned it *unchanged* on the first pass. It stayed None forever, the reuse branch was dead, and every subscribed channel re-deserialized the payload. That masked a second fault. Had the keyid ever been set, a mismatched pair fell off the end of `_decode` and returned a bare None, which unpacking into two names raises TypeError on. Fixing the reuse alone would have turned a silent inefficiency into a crash on any topic whose subscribers declare different key or value types -- confirmed by building that partial fix and watching the new heterogeneous-keyid test fail with `TypeError: 'NoneType' object is not iterable` at the unpack. This is the same double-bug shape as `_try_get_quick_value` in streams.pyx, arrived at independently: a dead optimization whose deadness concealed that it was also wrong. It was not only a performance difference. A channel whose event is reused never calls `decode`, so a channel that would have failed to deserialize raised no error under the pure-Python conductor and raised one under the extension -- changing which channels received the message and how many acks it got. The fix ports conductor.py's loop faithfully: `event`/`event_keyid` stay pinned to the first channel, and a channel with a different pair gets its own `dest_event` without displacing the pinned one. `_decode` is gone; `keyid` and `dest_event` were already declared in `__call__` and unused, which suggests this is what it was meant to be. ## Verification 16 parity tests, covering fan-out over 1/2/3 channels, no subscribers, batches, event reuse for matching keyids, per-channel decode for differing keyids, decode errors (whole fan-out and single channel), the full-queue path and the pressure callbacks. Before the fix 6 of them failed, all tracing to that one root cause; after it, all pass. Full suite green in every configuration: extensions built (2270 passed), absent (2207 passed, parity skipped), NO_CYTHON=1, and free-threaded 3.14t under PYTHON_GIL=0 (2274 passed). Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01K8qT5E3rnSXvw7ibNLXrVr
`Monitor.topic_buffer_full` is a `Counter[TP]`, and two paths report into it: the pressure-high callback, which passes a TP, and the full-queue path, which passed the *channel*. The same partition therefore accumulated under two different keys depending on which path noticed the buffer was full -- splitting its count, and adding a second `/stats` entry labelled by channel for a partition already listed by TP. Both implementations had it, which is why it went unfixed for so long: the comment in faust/transport/conductor.py recorded the defect and explicitly declined to fix it, because correcting one twin alone would have made the two disagree. With the parity suite in place that objection is gone -- both are corrected here, together, and the suite holds them level. The `# type: ignore[arg-type]` on the call goes away with it; `mypy -p faust` is clean without it, which is the type checker confirming the argument is now the one the sensor declares. ## Note on what parity testing does not do The conductor parity tests were green throughout, before and after. Both implementations passed the channel, so they agreed with each other perfectly while both were wrong. A differential test only finds *divergence*; a shared mistake is invisible to it. So the coverage added here is deliberately not another comparison: * the full-queue parity test now records the sensor's *argument* rather than a call count, and asserts it equals the TP; * a new test drives a real `Monitor` through the full-queue path and asserts every key of `topic_buffer_full` is a TP. It is parametrised over both implementations rather than comparing them, and runs against the pure-Python conductor even when the extension is absent, since the defect was in both. Verified by reverting both twins and confirming each new assertion fails: `Got: [<Topic: foo0@...>]` and `keyed it by ['Topic']`. Suite green in every configuration: extensions built (2272 passed), absent (2208 passed), free-threaded 3.14t under PYTHON_GIL=0 (2276 passed), and `mypy -p faust` clean. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01K8qT5E3rnSXvw7ibNLXrVr
Two of the Cython fast paths never ran, each guarded by a condition that
could not become true, so the extensions quietly did more work than the
Python they were meant to accelerate. Repairing them (in the two PRs
below this one) activates code that has by definition never executed in
production. Gate it.
`cython_optimizations` defaults to False. With it off the extensions
behave exactly as the released versions do, so upgrading changes
nothing; users opt in per app:
app = faust.App('myapp', cython_optimizations=True)
or `CYTHON_OPTIMIZATIONS=1` in the environment (prefixed when
`env_prefix` is set, like every other env-backed setting).
The flag is read once per StreamIterator and once per ConductorHandler
-- so once per stream and once per assigned TP, not per message -- into
a `bint`, leaving a predictable branch on the hot path rather than an
attribute lookup into `app.conf`.
## What it gates, and what it does not
Gated:
* `StreamIterator._try_get_quick_value` -- taking values already in
the channel queue instead of always awaiting.
* `ConductorHandler` event reuse -- decoding once and reusing the
event across channels with matching key/value types, instead of
deserializing once per subscribed channel.
Not gated: the `on_topic_buffer_full` argument fix. That one was wrong
in *both* implementations, is not Cython-specific, and produced a metric
that was simply incorrect -- gating a wrong metric key behind a
"Cython improvements" flag would be incoherent. It applies always.
## Consequence worth stating plainly
While the setting is off, the Cython and pure-Python paths genuinely
differ. That is not new -- it is what has shipped for years -- and the
flag does not introduce the divergence, only makes it selectable. The
sharpest case is the conductor: a reused event is never decoded again,
so a channel whose payload would fail to deserialize raises no error
when the event is reused and raises one when it is not, changing which
channels receive a message and how many acks it takes.
So the parity suites now run with the setting on, which is the
configuration in which the two implementations are supposed to agree.
Each suite also gains a test pinning the default-off behaviour, so the
historical path -- the one most users will actually run -- stays
covered: 5 awaits for 5 queued values in the iterator, one decode per
channel in the conductor.
## Verification
Suite green in every configuration: extensions built (2274 passed),
absent (2208 passed), free-threaded 3.14t under PYTHON_GIL=0 (2278
passed). `mypy -p faust` clean, `extra/tools/verify_doc_defaults.py`
clean, docs build clean with the setting rendered into the
configuration reference.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01K8qT5E3rnSXvw7ibNLXrVr
The setting is transitional -- it exists so the repaired Cython fast paths are adopted deliberately rather than arriving in an upgrade, and it is meant to be removed, not kept. Retiring it naively has a trap in it, which this closes before anyone walks into it. `Param.__get__` emits a UserWarning on *every read* of a setting once `version_deprecated` is set, and faust reads this one itself: once per Stream, once per assigned partition. Setting `version_deprecated` would therefore make faust warn at itself, at a rate that scales with the deployment, about a setting the user most likely never set and cannot act on. Measured before the change: three StreamIterator constructions, three warnings. Both extensions now read the flag through `faust.utils.optin.cython_optimizations_enabled`, which takes the value the descriptor stores instead of going through the descriptor. Internal reads stay silent; `app.conf.cython_optimizations` still warns, which is the entire point of deprecating a setting -- a helper that disarmed that too would be worse than the noise, because nobody would ever be told to stop using it. The storage attribute is looked up through the settings registry rather than hard-coded, so renaming the setting cannot silently turn this into a read of a missing attribute. Deliberately not `warnings.catch_warnings()`: it manipulates global state and is not thread-safe, which matters on the free-threaded builds this branch series added support for. ## Tests tests/unit/utils/test_optin.py pins both halves of the contract -- the internal read silent under deprecation, the public read still warning -- plus an end-to-end check that three stream iterators and three conductor handlers produce zero warnings with the setting marked deprecated (three and three before). The deprecation is applied by a fixture that restores the param afterwards, so the tests need no released deprecation to run. ## Docs The developer guide gains the intended sequence: ships off, default flipped once there is real-world evidence (parity passing is necessary but not sufficient -- it only proves the two implementations agree under test), deprecated, then removed along with the branches, the helper and the default-off tests. The setting's own docstring says it is transitional, so it does not read as permanent API. Suite green in every configuration: extensions built (2280 passed), absent (2213 passed), free-threaded 3.14t under PYTHON_GIL=0 (2284 passed). mypy, verify_doc_defaults and the docs build all clean. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01K8qT5E3rnSXvw7ibNLXrVr
…ree_threading.py; add pytest-run-parallel dependency Co-authored-by: wbarnha <25623043+wbarnha@users.noreply.github.com>
…loor
The `use-cython: true` legs build the extensions in place with a direct
`python setup.py build_ext --inplace`, which runs against the ambient
interpreter rather than pip's isolated build environment. Since 3.12
dropped the ensurepip setuptools seed, that interpreter has no setuptools
unless something installs it -- which is what `-r build.txt` in test.txt
is for.
That line was overwritten by `pytest-run-parallel>=0.10.0`, leaving the
comment describing it stranded above the replacement, so 3.12, 3.13 and
3.14 all died at setup.py's first import:
ModuleNotFoundError: No module named 'setuptools'
3.10 and 3.11 stayed green only because their runner images still ship
setuptools, which is exactly the difference build.txt exists to erase.
Restore the include and keep pytest-run-parallel beside the other pytest
plugins.
build.txt is meant to stay in step with `[build-system].requires`, so it
also picks up the `cython>=3.1` floor for 3.13+ added there: older Cython
ignores `freethreading_compatible` instead of failing, and now that this
file provisions the toolchain for the in-place build, a lower version
resolved here would silently produce extensions that re-enable the GIL.
Verified locally: `USE_CYTHON=1 python setup.py build_ext --inplace`
succeeds and `FAUST_REQUIRE_CYTHON=1 pytest tests/unit tests/functional`
runs 2280 passed, 8 skipped against the compiled extensions.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01HHM5xcCjiuyh3rPWFzEoP9
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Codecov Report✅ All modified and coverable lines are covered by tests. Additional details and impacted files@@ Coverage Diff @@
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4e363db moved `version_introduced` to 0.14.0 in settings.py but left the configuration reference saying 0.12.2, so the published docs would advertise a version the setting did not ship in. Nothing in CI catches this: `extra/tools/verify_doc_defaults.py` compares defaults, not versions, and this entry is maintained by hand rather than generated -- `make configref` reformats every block in the committed file, which is why it was hand-written in the first place. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01HHM5xcCjiuyh3rPWFzEoP9
… back
`requires_free_threading` skipped unless the GIL was *currently* disabled,
which is a property the tests themselves can destroy. Any earlier import
-- a dependency's extension, a pytest plugin -- re-enables the GIL for the
whole process, so the sequence was:
GIL re-enabled during collection
-> _gil_disabled() false
-> all four checks skipped
-> "Verify the extensions did not silently re-enable the GIL" exits 0
The step went green in precisely the situation it exists to catch.
Reproduced on 3.13t by forcing the condition with PYTHON_GIL=1: 4 skipped,
exit 0.
Gate on `sysconfig.get_config_var("Py_GIL_DISABLED")` instead -- a property
of the build, which imports cannot change -- so the subprocess checks always
run on a free-threaded interpreter. They were never the problem: a fresh
child is unaffected by whatever the parent imported, which is why they
still pass and still name the module responsible even in the broken state.
The lost GIL is now reported by its own test rather than suppressing
everything else. It is deliberately independent of the other checks, so a
re-enabled GIL produces one specific failure instead of four vacuous skips.
Verified in both directions on free-threaded 3.13.7:
normal 5 passed (was 4 passed)
PYTHON_GIL=1 1 failed, 4 passed, exit 1 (was 4 skipped, exit 0)
Still a no-op on a GIL build (5 skipped), and the free-threaded job's full
suite is unaffected: 2285 passed under PYTHON_GIL=0 with
FAUST_REQUIRE_CYTHON=1.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01HHM5xcCjiuyh3rPWFzEoP9
`Message.ack` reads `acked`, decrements `refcount`, and on reaching zero
runs the final-ack bookkeeping that marks an offset safe to commit. Those
are separate steps with nothing holding them together, so two threads
acking the same message can read the same refcount and both write `n - 1`.
A decrement is lost, and the final ack then fires twice or never.
`Event.ack()` is public API and nothing stops a caller invoking it from a
thread, so this is reachable rather than theoretical.
## Not a free-threading bug, except where it is
The developer guide recorded this as a race free-threading *would* expose,
and left the fix open on the grounds that it would cost single-threaded
users. That reading was half wrong, in both directions.
The pure-Python path never needed free-threading: the GIL is released
between bytecodes, and `self.refcount = self.refcount - n` is LOAD_ATTR /
BINARY_OP / STORE_ATTR. With the switch interval turned down on GIL-enabled
3.11, 13 of 200 trials lost a decrement, and in 8 of 200 the final ack never
ran at all -- an offset that never becomes committable. This has been
reachable on every released faust.
The compiled path is the opposite, and inverts the intuition that the
extension is the riskier one. Compiled code does not return through the
eval loop, so with a GIL held nothing switches threads inside `after()` and
its transition is atomic by accident. 0 of 200 trials failed on 3.11. Take
the GIL away and the accident goes: 6 of 50 trials lost an ack on 3.13t.
## The fix
`ack_lock` serializes the whole transition rather than the decrement alone,
across all three paths: `Message.ack`, `Consumer.ack`, and the Cython
`after()`, which inlines the other two and so does not inherit their locking.
Process-wide, not per-message, because the guarded state is: the final ack
mutates `_acked_index`, `_acked`, `_n_acked` and `_unacked_messages`, shared
by every message. A per-message lock would leave all of it exposed.
Reentrant, because the transition nests -- `Message.ack` ->
`ConsumerMessage.on_final_ack` -> `Consumer.ack`.
On the cost that kept this open: faust acks from the event loop thread, so
the ordinary case is one uncontended acquire against the dict and set
operations the same section already performs. It is contended only when a
caller acks from another thread, which is the case that was broken.
## Verification
tests/unit/test_ack_concurrency.py covers all three paths, and each was
confirmed by removing the lock and watching the specific test fail:
Message.ack 13/200 trials lost an ack -> 0
final ack ran 0 times in 8/200 -> exactly once
after() (3.13t) 6/50 trials lost an ack -> 0
Suites green in every configuration: 3.11 with extensions (2284 passed),
without (2216 passed), free-threaded 3.13t under PYTHON_GIL=0 with
FAUST_REQUIRE_CYTHON=1 (2289 passed). mypy clean over 165 files; flake8,
isort and black clean.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01HHM5xcCjiuyh3rPWFzEoP9
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Closing: this content is already on Verified per file rather than by commit, since the squash makes commit-level comparison unreliable — The only tree difference runs the other way: Worth noting for anyone reading the diff above — it shows ~2300 lines as new, which is misleading. #762 was squash-merged, so this branch's commits are not ancestors of Two follow-ups from #762 remain open and are not covered by this PR or by
Generated by Claude Code |
A free-threaded interpreter re-enables the GIL for the whole process the
moment it imports an extension module that has not declared
Py_mod_gil = Py_MOD_GIL_NOT_USED, and reports it only through aRuntimeWarning. All three of faust's Cython extensions were in that
state, so importing faust on 3.13t/3.14t silently turned free-threading
off:
Set
freethreading_compatible=Truein the three .pyx files, which iswhat makes Cython emit the slot. The modules qualify: windows.pyx holds
cdef doubles written once in init and read-only after, and
streams.pyx / conductor.pyx hold per-instance Python references with all
shared state in ordinary Python containers.
Two things made the loss easy to reintroduce invisibly, so both are
pinned down:
The directive only exists in Cython 3.1+, and older Cython ignores
unknown directives rather than failing -- a 3.0 build would emit no
declaration and no diagnostic. Add a
cython>=3.1floor for 3.13+in build-system.requires, and pin cibuildwheel's before-build the
same way.
Nothing fails when the declaration is missing. Add
tests/unit/test_free_threading.py, which imports each extension in a
subprocess and asserts the GIL is still off. The subprocess drops
PYTHON_GIL from its environment, or the CI job's PYTHON_GIL=0 would
make the assertion vacuous. It skips on a GIL interpreter.
With that, the full unit + functional suite passes on both 3.13t and
3.14t against the compiled extensions with the GIL genuinely disabled
(2211 passed), so drop the
cp31?t-*cibuildwheel skip the previouscomment said to drop "once faust is verified free-threading-safe", and
add
enable = ["cpython-freethreading"]so cp313t is built alongsidecp314t.
The new
free-threadedjob covers both interpreters and gates merges,since it is what verifies the wheels being published. Two things it
does differently from the other test jobs, both necessary:
It installs requirements/freethreading.txt, not test.txt. Parts of
test.txt cannot be built on a free-threaded interpreter at all --
twine pulls in cffi, which refuses to build on 3.13t, and hypothesis
6.130+ ships a PyO3 extension that does not support 3.13t either.
The new file documents every omission and pin.
It builds the extensions in place. pytest runs from the repo root,
so
import faustresolves to the source tree, and the acceleratedimplementations are imported behind
try: ... except ImportError.Without a .so next to the .pyx the fallback engages silently and the
run exercises pure Python regardless of USE_CYTHON -- which is also
true of the existing USE_CYTHON=true matrix legs.
Document the above in docs/developerguide/free_threading.rst, along with
two findings that are not fixed here: aiokafka's extensions have not made
the declaration either, so a real worker gets the GIL back when the
transport driver loads; and Message.ack/decref is a non-atomic
read-modify-write that loses final acks under real parallelism. The
latter is not reachable from faust's own code, which acks from the event
loop, but is reachable via the public Event.ack.
Co-Authored-By: Claude Opus 5 noreply@anthropic.com
Claude-Session: https://claude.ai/code/session_01K8qT5E3rnSXvw7ibNLXrVr