* [PATCH 0/2] Objects treated as missing despite being present, due to race with geometric repacking
@ 2026-08-18 22:34 Elijah Newren via GitGitGadget
2026-08-18 22:34 ` [PATCH 1/2] replay: fail gracefully when a merge input is unreadable Elijah Newren via GitGitGadget
2026-08-18 22:34 ` [PATCH 2/2] packfile: recover when a multi-pack-index names a removed pack Elijah Newren via GitGitGadget
0 siblings, 2 replies; 6+ messages in thread
From: Elijah Newren via GitGitGadget @ 2026-08-18 22:34 UTC (permalink / raw)
To: git; +Cc: Elijah Newren
When an object is found in multiple packs that are in a multi-pack-index,
and a subsequent geometric repacking creates a new multi-pack-index and
removes the pack that was considered the owner of the object in the old
multi-pack-index, then an already-running process that had opened the old
multi-pack-index and hadn't yet opened the removed packfile will not be able
to access the object -- lookups will return it as missing. Additionally,
replay has a separate bug where a missing object causes a SIGSEGV rather
than an error message.
This appears to affect a very small percentage of git operations in
production since it is a tiny window, but I've found evidence of it
occurring in at least eight distinct server-side operations, covering seven
different git commands:
git operation symptom
----------------------------------- -----------------------------
git replay (server-side rebase) SIGSEGV (this series, 1/2)
git merge-tree spurious read-miss failure
git diff (raw and tree-vs-tree) spurious read-miss failure
git rev-list --count spurious read-miss failure
git merge-base spurious read-miss failure
object/rev resolution (rev-parse, spurious read-miss failure
cat-file)
repository repair (fsck/repack) spurious read-miss failure
There are also commands that could be changing behavior without throwing an
error -- e.g. object negotiation thinking an object doesn't exist and
instead negotiating based on an older common commit, or cat-file --batch
reporting that some objects don't exist.
This series fixes the replay bug first, since it's simpler; investigating
it, together with my other recent repacking work, is what led me to the
underlying multi-pack-index issue that 2/2 addresses.
Elijah Newren (2):
replay: fail gracefully when a merge input is unreadable
packfile: recover when a multi-pack-index names a removed pack
odb/source-packed.c | 29 +++++++++++++++++++++++++++
replay.c | 7 +++++++
t/t3650-replay-basics.sh | 35 ++++++++++++++++++++++++++++++++
t/t5319-multi-pack-index.sh | 40 +++++++++++++++++++++++++++++++++++++
4 files changed, 111 insertions(+)
base-commit: 18e66859d87fb4b76599f73460b54f0848c76b16
Published-As: https://github.com/gitgitgadget/git/releases/tag/pr-2207%2Fnewren%2Fmidx-removed-pack-recovery-v1
Fetch-It-Via: git fetch https://github.com/gitgitgadget/git pr-2207/newren/midx-removed-pack-recovery-v1
Pull-Request: https://github.com/gitgitgadget/git/pull/2207
--
gitgitgadget
^ permalink raw reply [flat|nested] 6+ messages in thread
* [PATCH 1/2] replay: fail gracefully when a merge input is unreadable
2026-08-18 22:34 [PATCH 0/2] Objects treated as missing despite being present, due to race with geometric repacking Elijah Newren via GitGitGadget
@ 2026-08-18 22:34 ` Elijah Newren via GitGitGadget
2026-08-19 18:09 ` Junio C Hamano
2026-08-18 22:34 ` [PATCH 2/2] packfile: recover when a multi-pack-index names a removed pack Elijah Newren via GitGitGadget
1 sibling, 1 reply; 6+ messages in thread
From: Elijah Newren via GitGitGadget @ 2026-08-18 22:34 UTC (permalink / raw)
To: git; +Cc: Elijah Newren, Elijah Newren
From: Elijah Newren <newren@gmail.com>
When objects involved in the merge cannot be read, the merge machinery
will return early with result.clean = -1, and result.tree left as NULL.
pick_regular_commit() tested only "if (!result->clean)", ignoring the
case where "clean < 0". That causes the code to try to use
result->tree, resulting in a SIGSEGV.
Handle clean < 0 explicitly; the merge machinery will already have printed
messages such as "Could not read <object>" and "collecting merge info
failed for trees...", so we don't need to add much detail beyond the
fact that the merge failed.
Signed-off-by: Elijah Newren <newren@gmail.com>
---
replay.c | 7 +++++++
t/t3650-replay-basics.sh | 35 +++++++++++++++++++++++++++++++++++
2 files changed, 42 insertions(+)
diff --git a/replay.c b/replay.c
index 463c900d6c..33e21b2032 100644
--- a/replay.c
+++ b/replay.c
@@ -327,6 +327,13 @@ static struct commit *pick_regular_commit(struct repository *repo,
merge_opt->ancestor = NULL;
merge_opt->branch2 = NULL;
+ if (result->clean < 0) {
+ error(_("merge of %s onto %s failed"),
+ oid_to_hex(&pickme->object.oid),
+ oid_to_hex(&replayed_base->object.oid));
+ return NULL;
+ }
+
if (!result->clean)
return NULL;
diff --git a/t/t3650-replay-basics.sh b/t/t3650-replay-basics.sh
index 3353bc4a4d..d66b8edb95 100755
--- a/t/t3650-replay-basics.sh
+++ b/t/t3650-replay-basics.sh
@@ -565,4 +565,39 @@ test_expect_success '--onto with --ref rejects multiple revision ranges' '
test_grep "cannot be used with multiple revision ranges" err
'
+test_expect_success 'replay fails without segfault when objects are missing' '
+ test_when_finished "rm -fr unreadable" &&
+ git init unreadable &&
+ (
+ cd unreadable &&
+
+ test_write_lines l1 l2 l3 l4 l5 l6 l7 l8 >f &&
+ git add f &&
+ git commit -m base &&
+ git branch base &&
+
+ test_write_lines l1 l2 l3 l4 l5 l6 l7 CHANGED >f &&
+ git commit -am side &&
+ git branch side &&
+
+ git switch -c onto base &&
+ test_write_lines CHANGED l2 l3 l4 l5 l6 l7 l8 >f &&
+ git commit -am onto &&
+
+ # The replay works while every object is readable.
+ git replay --onto onto base..side &&
+
+ # Removing the onto tree makes parse_tree() fail during the
+ # incore merge, driving clean < 0 with a NULL result tree.
+ onto_tree=$(git rev-parse onto^{tree}) &&
+ obj=$(test_oid_to_path "$onto_tree") &&
+ mv .git/objects/${obj} saved-tree &&
+
+ # Ensure replay gracefully handles the missing object
+ test_must_fail git replay --onto onto base..side 2>err &&
+ test_grep ! "[Ss]egmentation" err &&
+ test_grep "Could not read\|collecting merge info failed" err
+ )
+'
+
test_done
--
gitgitgadget
^ permalink raw reply related [flat|nested] 6+ messages in thread
* [PATCH 2/2] packfile: recover when a multi-pack-index names a removed pack
2026-08-18 22:34 [PATCH 0/2] Objects treated as missing despite being present, due to race with geometric repacking Elijah Newren via GitGitGadget
2026-08-18 22:34 ` [PATCH 1/2] replay: fail gracefully when a merge input is unreadable Elijah Newren via GitGitGadget
@ 2026-08-18 22:34 ` Elijah Newren via GitGitGadget
2026-08-19 18:21 ` Junio C Hamano
2026-08-20 7:54 ` Patrick Steinhardt
1 sibling, 2 replies; 6+ messages in thread
From: Elijah Newren via GitGitGadget @ 2026-08-18 22:34 UTC (permalink / raw)
To: git; +Cc: Elijah Newren, Elijah Newren
From: Elijah Newren <newren@gmail.com>
When a geometric repack runs concurrently with other git processes, it
can write a new pack and multi-pack-index and then delete older packs
that the new one subsumes. One or more of those older packs may have
been indexed by the previous multi-pack-index. A process that already
had the previous multi-pack-index open keeps using it, and that stale
index still records the removed pack(s) as owning some objects.
Because a multi-pack-index attributes each object to exactly one pack,
an object that exists in multiple covered packs is served only through
its recorded owner. If that owner is the pack a concurrent repack just
removed, find_pack_entry() cannot serve the object: fill_midx_entry()
routes the lookup to the missing pack (prepare_midx_pack() fails), and
the regular pack fallback deliberately skips every multi-pack-index
covered pack. The object is reported missing even though a perfectly
good copy survives in another covered pack -- for example a large "base"
pack that geometric repacking intentionally kept.
The false negative is not limited to one caller. Any reader
(cat-file, rev-list, pack-objects, ...) can spuriously fail with
"unable to read object", and callers that only ask whether an object
exists get a wrong answer too, since the OBJECT_INFO_QUICK path never
retries. Writers that merge in-core, such as "git replay", are hit
hardest: merge-ort treats the unreadable tree as a premature abort, sets
result.clean < 0, and returns without a result tree.
Teach find_pack_entry() to recover. After the normal multi-pack-index
lookup and the regular pack fallback both miss, check whether the object
is nonetheless present in a covered multi-pack-index (bsearch_midx()).
If it is, its recorded owner must have become unavailable, so scan that
index's packs directly for a surviving copy. The bsearch gate keeps
genuine misses (i.e. objects absent from the index) on the fast path, and
because the recovery lives in find_pack_entry() itself it also fixes the
OBJECT_INFO_QUICK callers that never reprepare.
This recovers the object without touching the multi-pack-index itself.
Reloading the stale index would be a more complete fix but would be much
more involved: other code (pack bitmaps, object name disambiguation)
borrows and caches the "struct multi_pack_index *" across object reads,
so freeing it underneath them would be a use-after-free. Refreshing the
index with proper invalidation of those borrowers is left for future
work.
Signed-off-by: Elijah Newren <newren@gmail.com>
---
odb/source-packed.c | 29 +++++++++++++++++++++++++++
t/t5319-multi-pack-index.sh | 40 +++++++++++++++++++++++++++++++++++++
2 files changed, 69 insertions(+)
diff --git a/odb/source-packed.c b/odb/source-packed.c
index 0890704e76..de96215069 100644
--- a/odb/source-packed.c
+++ b/odb/source-packed.c
@@ -31,6 +31,35 @@ static int find_pack_entry(struct odb_source_packed *store,
}
}
+ /*
+ * Recovery for a concurrent-repack race: a MIDX can name an owning
+ * pack for an object that a simultaneous repack has since deleted,
+ * even though the object still exists in another pack the same MIDX
+ * covers (e.g. a kept base pack that geometric repack did not rewrite).
+ * If the object is present in a MIDX yet none of the paths above could
+ * serve it, its recorded owning pack has become unavailable. The
+ * regular fallback above deliberately skips MIDX-covered packs, so
+ * scan this MIDX's packs directly to find the surviving copy. The
+ * bsearch gate keeps genuine misses (objects absent from the MIDX) on
+ * the fast path.
+ */
+ if (store->midx) {
+ struct multi_pack_index *m = store->midx;
+ uint32_t midx_pos, i;
+
+ if (bsearch_midx(oid, m, &midx_pos)) {
+ for (i = 0; i < m->num_packs + m->num_packs_in_base; i++) {
+ struct packed_git *p;
+
+ if (prepare_midx_pack(m, i))
+ continue;
+ p = nth_midxed_pack(m, i);
+ if (p && packfile_fill_entry(p, oid, e))
+ return 1;
+ }
+ }
+ }
+
return 0;
}
diff --git a/t/t5319-multi-pack-index.sh b/t/t5319-multi-pack-index.sh
index 68143cb5b7..2b8ff6f3ed 100755
--- a/t/t5319-multi-pack-index.sh
+++ b/t/t5319-multi-pack-index.sh
@@ -1393,4 +1393,44 @@ test_expect_success 'pack.preferBitmapTips interprets patterns as hierarchy' '
)
'
+test_expect_success 'lookup recovers object whose midx-owning pack was removed' '
+ test_when_finished "rm -fr repo" &&
+ git init repo &&
+ (
+ cd repo &&
+
+ # "keep" ends up only in the big pack; "dup" is deliberately
+ # placed in two packs so the midx has to choose an owner.
+ test_commit keep &&
+ echo duplicated-content >dup &&
+ git add dup &&
+ git commit -m dup &&
+ dup_oid=$(git rev-parse HEAD:dup) &&
+
+ # Roll every object, including dup, into a single big pack.
+ git repack -adq &&
+
+ # Build a second, "moderate" pack that also contains dup, so dup
+ # now lives in two packs that the midx will cover.
+ moderate=$(echo "$dup_oid" |
+ git pack-objects --quiet $objdir/pack/pack) &&
+
+ # Attribute dup to the moderate pack in the midx.
+ git multi-pack-index write \
+ --preferred-pack="pack-$moderate.idx" &&
+
+ # Simulate a concurrent "git repack" retiring the moderate pack:
+ # its files disappear, but the now-stale midx still names it as
+ # the owner of dup. A valid copy of dup survives in the big pack.
+ rm -f $objdir/pack/pack-$moderate.* &&
+
+ # The midx routes the lookup to the deleted pack, and the regular
+ # pack fallback skips midx-covered packs, so without recovery dup
+ # would appear missing even though it is physically present.
+ echo blob >expect &&
+ git cat-file -t "$dup_oid" >actual &&
+ test_cmp expect actual
+ )
+'
+
test_done
--
gitgitgadget
^ permalink raw reply related [flat|nested] 6+ messages in thread
* Re: [PATCH 1/2] replay: fail gracefully when a merge input is unreadable
2026-08-18 22:34 ` [PATCH 1/2] replay: fail gracefully when a merge input is unreadable Elijah Newren via GitGitGadget
@ 2026-08-19 18:09 ` Junio C Hamano
0 siblings, 0 replies; 6+ messages in thread
From: Junio C Hamano @ 2026-08-19 18:09 UTC (permalink / raw)
To: Elijah Newren via GitGitGadget; +Cc: git, Elijah Newren
"Elijah Newren via GitGitGadget" <gitgitgadget@gmail.com> writes:
> From: Elijah Newren <newren@gmail.com>
>
> When objects involved in the merge cannot be read, the merge machinery
> will return early with result.clean = -1, and result.tree left as NULL.
> pick_regular_commit() tested only "if (!result->clean)", ignoring the
> case where "clean < 0". That causes the code to try to use
> result->tree, resulting in a SIGSEGV.
>
> Handle clean < 0 explicitly; the merge machinery will already have printed
> messages such as "Could not read <object>" and "collecting merge info
> failed for trees...", so we don't need to add much detail beyond the
> fact that the merge failed.
>
> Signed-off-by: Elijah Newren <newren@gmail.com>
> ---
> replay.c | 7 +++++++
> t/t3650-replay-basics.sh | 35 +++++++++++++++++++++++++++++++++++
> 2 files changed, 42 insertions(+)
>
> diff --git a/replay.c b/replay.c
> index 463c900d6c..33e21b2032 100644
> --- a/replay.c
> +++ b/replay.c
> @@ -327,6 +327,13 @@ static struct commit *pick_regular_commit(struct repository *repo,
> merge_opt->ancestor = NULL;
> merge_opt->branch2 = NULL;
>
> + if (result->clean < 0) {
> + error(_("merge of %s onto %s failed"),
> + oid_to_hex(&pickme->object.oid),
> + oid_to_hex(&replayed_base->object.oid));
> + return NULL;
> + }
> +
> if (!result->clean)
> return NULL;
Hmph, so anything but "0 < result->clean" is a failure, but we by
mistake took any non-zero value as OK? That is an obvious mistake.
Well spotted and fixed.
> + # Ensure replay gracefully handles the missing object
> + test_must_fail git replay --onto onto base..side 2>err &&
> + test_grep ! "[Ss]egmentation" err &&
> + test_grep "Could not read\|collecting merge info failed" err
"test_must_fail" means "the tested command must fail voluntarily and
in a controlled way", so a segfaulting git-replay invocation would
not pass test_must_fail. Hence, there is no need to separately
test "test_grep ! '[sS]egmentation'".
Besides, the spelling used by strsignal() is implementation-defined,
so you cannot reliably grep for it anyway.
> + )
> +'
> +
> test_done
Thanks.
^ permalink raw reply [flat|nested] 6+ messages in thread
* Re: [PATCH 2/2] packfile: recover when a multi-pack-index names a removed pack
2026-08-18 22:34 ` [PATCH 2/2] packfile: recover when a multi-pack-index names a removed pack Elijah Newren via GitGitGadget
@ 2026-08-19 18:21 ` Junio C Hamano
2026-08-20 7:54 ` Patrick Steinhardt
1 sibling, 0 replies; 6+ messages in thread
From: Junio C Hamano @ 2026-08-19 18:21 UTC (permalink / raw)
To: Elijah Newren via GitGitGadget; +Cc: git, Elijah Newren, Patrick Steinhardt
"Elijah Newren via GitGitGadget" <gitgitgadget@gmail.com> writes:
> @@ -31,6 +31,35 @@ static int find_pack_entry(struct odb_source_packed *store,
> }
> }
>
> + /*
> + * Recovery for a concurrent-repack race: a MIDX can name an owning
> + * pack for an object that a simultaneous repack has since deleted,
> + * even though the object still exists in another pack the same MIDX
> + * covers (e.g. a kept base pack that geometric repack did not rewrite).
> + * If the object is present in a MIDX yet none of the paths above could
> + * serve it, its recorded owning pack has become unavailable. The
> + * regular fallback above deliberately skips MIDX-covered packs, so
> + * scan this MIDX's packs directly to find the surviving copy. The
> + * bsearch gate keeps genuine misses (objects absent from the MIDX) on
> + * the fast path.
> + */
> + if (store->midx) {
> + struct multi_pack_index *m = store->midx;
> + uint32_t midx_pos, i;
> +
> + if (bsearch_midx(oid, m, &midx_pos)) {
> + for (i = 0; i < m->num_packs + m->num_packs_in_base; i++) {
> + struct packed_git *p;
> +
> + if (prepare_midx_pack(m, i))
> + continue;
> + p = nth_midxed_pack(m, i);
> + if (p && packfile_fill_entry(p, oid, e))
> + return 1;
> + }
> + }
> + }
> +
> return 0;
> }
I'll prepare an evil-merge to rewrite this line to
if (p && packfile_fill_entry(p, oid, e, bad_pack))
to adjust to the API change another topic in-flight brings in when
merging these patches to 'seen'.
This is strictly FYI. You do not need to rebase on top of the other
topic, until I and/or the author of the other topic ask you.
Thanks.
^ permalink raw reply [flat|nested] 6+ messages in thread
* Re: [PATCH 2/2] packfile: recover when a multi-pack-index names a removed pack
2026-08-18 22:34 ` [PATCH 2/2] packfile: recover when a multi-pack-index names a removed pack Elijah Newren via GitGitGadget
2026-08-19 18:21 ` Junio C Hamano
@ 2026-08-20 7:54 ` Patrick Steinhardt
1 sibling, 0 replies; 6+ messages in thread
From: Patrick Steinhardt @ 2026-08-20 7:54 UTC (permalink / raw)
To: Elijah Newren via GitGitGadget; +Cc: git, Elijah Newren
On Tue, Aug 18, 2026 at 10:34:06PM +0000, Elijah Newren via GitGitGadget wrote:
> From: Elijah Newren <newren@gmail.com>
>
> When a geometric repack runs concurrently with other git processes, it
> can write a new pack and multi-pack-index and then delete older packs
> that the new one subsumes. One or more of those older packs may have
> been indexed by the previous multi-pack-index. A process that already
> had the previous multi-pack-index open keeps using it, and that stale
> index still records the removed pack(s) as owning some objects.
>
> Because a multi-pack-index attributes each object to exactly one pack,
> an object that exists in multiple covered packs is served only through
> its recorded owner. If that owner is the pack a concurrent repack just
> removed, find_pack_entry() cannot serve the object: fill_midx_entry()
> routes the lookup to the missing pack (prepare_midx_pack() fails), and
> the regular pack fallback deliberately skips every multi-pack-index
> covered pack. The object is reported missing even though a perfectly
> good copy survives in another covered pack -- for example a large "base"
> pack that geometric repacking intentionally kept.
Okay. Rephrasing in my own words: the object in question exists in two
packs covered by the MIDX. We rewrite one of those two packs, and the
MIDX used to reference the object via the pack we're about to rewrite.
Consequently, the MIDX is stale now and it cannot be used to find the
object anymore because its pack has disappeared. And as we know to skip
searching packfiles for the object that are already covered by the MIDX
we won't be able to find it via the second packfile, either.
> The false negative is not limited to one caller. Any reader
> (cat-file, rev-list, pack-objects, ...) can spuriously fail with
> "unable to read object", and callers that only ask whether an object
> exists get a wrong answer too, since the OBJECT_INFO_QUICK path never
> retries. Writers that merge in-core, such as "git replay", are hit
> hardest: merge-ort treats the unreadable tree as a premature abort, sets
> result.clean < 0, and returns without a result tree.
Hm. Isn't there a slight variant of the race though for any caller that
does not use OBJECT_INFO_QUICK?
Namely, the packfile containing our object disappears and is being
written to a new packfile, and that file is the only one containing it.
Without OBJECT_INFO_QUICK we would be fine: we notice the object could
not be found, and then we perform a second read that makes the "packed"
backend reload its packfiles. It would find the new packfile, and
because it's not covered by its MIDX it would use it to surface the
object. But without OBJECT_INFO_QUICK that's not the case, as we would
skip reloading packfiles altogether, and hence we would not be able to
find that object at all.
As far as I can see though, we don't seem to pass OBJECT_INFO_QUICK in
any of the mentioned readers. I could very well be missing something
here, but I would have thought that those readers are fine in this
scenario?
> diff --git a/odb/source-packed.c b/odb/source-packed.c
> index 0890704e76..de96215069 100644
> --- a/odb/source-packed.c
> +++ b/odb/source-packed.c
> @@ -31,6 +31,35 @@ static int find_pack_entry(struct odb_source_packed *store,
> }
> }
>
> + /*
> + * Recovery for a concurrent-repack race: a MIDX can name an owning
> + * pack for an object that a simultaneous repack has since deleted,
> + * even though the object still exists in another pack the same MIDX
> + * covers (e.g. a kept base pack that geometric repack did not rewrite).
> + * If the object is present in a MIDX yet none of the paths above could
> + * serve it, its recorded owning pack has become unavailable. The
> + * regular fallback above deliberately skips MIDX-covered packs, so
> + * scan this MIDX's packs directly to find the surviving copy. The
> + * bsearch gate keeps genuine misses (objects absent from the MIDX) on
> + * the fast path.
> + */
> + if (store->midx) {
> + struct multi_pack_index *m = store->midx;
> + uint32_t midx_pos, i;
> +
> + if (bsearch_midx(oid, m, &midx_pos)) {
Okay. I was initially worried that we now unconditionally search through
all packfiles a second time, as that could have an impact on
performance. But we really only do this in case we have a MIDX and we
know that the MIDX _should_ have contained the object, but didn't yield
it.
> + for (i = 0; i < m->num_packs + m->num_packs_in_base; i++) {
> + struct packed_git *p;
> +
> + if (prepare_midx_pack(m, i))
> + continue;
> + p = nth_midxed_pack(m, i);
> + if (p && packfile_fill_entry(p, oid, e))
> + return 1;
> + }
And here we now loop through all packs covered by the MIDX and manually
try to look up the object in those. Makes sense.
> + }
> + }
I was wondering whether a preferable fix would be to eagerly load
any packfile referenced by the MIDX when loading the MIDX itself. And if
that fails, we'd ignore the MIDX altogether. This would guarantee that
the MIDX remains valid, and we wouldn't have to worry about any
disappearing packfiles.
The downside is of course that we now eagerly open packfiles, and we
didn't have to do that before. So I think your fix is preferable, as we
can rather easily detect the case where the MIDX should've yielded the
object but didn't, and consequently the additional search only triggers
in very specific edge cases.
Overall I think this patch looks good to me. The one thing that I'm a
bit puzzled about is the above discussion around OBJECT_INFO_QUICK. I
feel like I'm missing something there.
Thanks!
Patrick
^ permalink raw reply [flat|nested] 6+ messages in thread
end of thread, other threads:[~2026-08-20 7:54 UTC | newest]
Thread overview: 6+ messages (download: mbox.gz follow: Atom feed
-- links below jump to the message on this page --
2026-08-18 22:34 [PATCH 0/2] Objects treated as missing despite being present, due to race with geometric repacking Elijah Newren via GitGitGadget
2026-08-18 22:34 ` [PATCH 1/2] replay: fail gracefully when a merge input is unreadable Elijah Newren via GitGitGadget
2026-08-19 18:09 ` Junio C Hamano
2026-08-18 22:34 ` [PATCH 2/2] packfile: recover when a multi-pack-index names a removed pack Elijah Newren via GitGitGadget
2026-08-19 18:21 ` Junio C Hamano
2026-08-20 7:54 ` Patrick Steinhardt
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