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Sync client shall not block user writes #5844

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merged 23 commits into from Sep 27, 2022

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danieltabacaru
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@danieltabacaru danieltabacaru commented Sep 12, 2022

What, How & Why?

User writes and the sync client compete over the same lock when writing to the realm file. Therefore, committing user changes can be delayed significantly if remote changes are being integrated at the same time.

This PR has three goals:

  • Shorten the time users may have to wait when committing local changes (while not degrading the performance of the sync client)
  • Decrease memory usage by not storing downloaded changesets in history
  • Re-enable sync benchmark

When integrating remote changes, they are transformed against the local not "causally related" changesets. If such local changesets don't exist, or if they are not modified during OT, then the sync client can safely release the write lock anytime so the user can proceed.

☑️ ToDos

  • 📝 Changelog update
  • 🚦 Tests (or not relevant)
  • C-API, if public C++ API changed.

@cla-bot cla-bot bot added the cla: yes label Sep 12, 2022
@danieltabacaru danieltabacaru force-pushed the dt/sync_client_shall_not_block_user_writes_2 branch from 61a8823 to 6ef9f0e Compare September 12, 2022 10:09
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I don't see any obvious issues with this code - I like how it can now break out of the changeset integration if there are other tasks waiting to write. And the extra debug will likely be very helpful for debugging issues in the future.

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A first pass of comments.

src/realm/db.hpp Outdated
@@ -408,6 +408,10 @@ class DB : public std::enable_shared_from_this<DB> {
void claim_sync_agent();
void release_sync_agent();

/// Returs true if there are threads waiting to acquire the write mutex, false otherwise.
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returs -> returns.

also "write lock" vs "write mutex". I think if we're going to call it the write lock in the function name we should call it the write lock in the comment.

@@ -181,6 +181,11 @@ struct SyncConfig {
std::function<bool(std::weak_ptr<SyncSession>, const sync::SyncProgress&, int64_t, sync::DownloadBatchState)>
on_bootstrap_message_processed_hook;

// Called before each download message is integrated on the sync worker thread. For testing only.
std::function<void(size_t)> on_before_download_integration;
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What's the difference between this and on_download_message_received_hook?

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I could have done a better job with the comment, but essentially this is called only for SteadyState download messages that are not empty. I could reuse on_download_message_received_hook if we extend DownloadBatchState with SteadyState. One question though, how do we reliably detect that a message is from steady state and not a bootstrap message with batch_state = DownloadBatchState:LastInBatch? Is the check at https://github.com/realm/realm-core/blob/master/src/realm/sync/client.cpp?#L738-L741 enough?

parse_remote_changeset(changeset, changesets[i]); // Throws
changesets[i].transform_sequence = i;
}
}
catch (const TransformError& e) {
catch (const BadChangesetError& e) {
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Didn't we just change this to be TransformError and add a bunch of tests for it in 8c3bffc ?

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The commit you mention is not a change, but actually a fix. parse_remote_changeset throws TransformError, but the wrong exception type was caught (maybe this is another hint that it should throw BadChangesetError instead). Also, see my changes in parse_remote_changeset from transform.cpp.

auto sync_file_id = transact->get_sync_file_id();
REALM_ASSERT(sync_file_id != 0);
VersionID new_version{0, 0};
constexpr std::size_t commit_byte_size_limit = 0x19000; // 100 KB
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Unless we're working with bitmasks, I kinda think that we should stick to decimal numbers rather than hex.

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// depending on how many times the sync client needs to yield the write lock to allow
// the user to commit their changes.
// In each iteration, at least one changeset is transformed and committed.
for (size_t changeset_ndx = 0; changeset_ndx < incoming_changesets.size();) {
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Could we rework this in terms of a util::Span<> that shrinks in size until its empty and iterators within a span rather than dealing with indexes and bare pointers?

Also, should we break everything in this loop out into its own function? This function is getting pretty deeply nested with these changes.

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I like the idea of using Spans, but iterators are not very helpful when dealing with Spans.
Also, I refactored a good part of this function into its own function.

if (!our_changesets.empty()) {
merge_changesets(local_file_ident, &*p, same_base_range_end - p, our_changesets.data(),
our_changesets.size(), logger); // Throws
// We need to apply all transformed changesets if at least one reciprocal changeset was modified
// during OT.
must_apply_all = std::find_if(our_changesets.begin(), our_changesets.end(), [](const Changeset* c) {
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Suggest

auto must_apply_all = std::any_of(our_changesets.begin(), our_changesets.end(), [](const Changeset* c) {
    return c->is_dirty;
});```

}) != our_changesets.end();
}

while (p != same_base_range_end) {
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How about

for (auto continue_applying = true; p != same_base_range_end && continue_applying; ++p) {
    continue_applying = changeset_applier(*p) || must_apply_all;
}

SharedInfo* info = m_file_map.get_addr();

uint32_t next_ticket = info->next_ticket.load(std::memory_order_relaxed);
uint32_t next_served = info->next_served.load(std::memory_order_relaxed);
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it's safe for us to read these in any order because we hold the write lock? is that correct?

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Yes, at least the way we use it.

But I can think of a scenario where a thread starts writing (i.e, acquires the lock) and checks if other threads are waiting for the lock while at the same time another thread closes the transaction causing next_served to be incremented. This could then cause some wrong results. Any thoughts @finnschiermer ?

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For future reference: the above scenario cannot happen. The only thread which can close the transaction is the one holding the lock.

src/realm/db.hpp Outdated
@@ -408,6 +408,10 @@ class DB : public std::enable_shared_from_this<DB> {
void claim_sync_agent();
void release_sync_agent();

/// Returs true if there are threads waiting to acquire the write mutex, false otherwise.
/// To be used only when already holding the mutex.
bool waiting_for_write_lock() const;
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thinking about the name of this function a bit - bool other_writers_waiting_for_lock() might be more descriptive?

const SyncProgress& progress, const std::uint_fast64_t* downloadable_bytes,
util::Span<const RemoteChangeset> incoming_changesets, VersionInfo& version_info, DownloadBatchState batch_state,
util::Logger& logger, util::UniqueFunction<void(const TransactionRef&, size_t)> run_in_write_tr,
SyncTransactReporter* transact_reporter, bool is_flx_sync_connection)
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I always find adding a boolean flag to a big complicated function is a bit of a code smell because you can't see what true means by looking at the callsite. I have a suggestion below that might make this clearer though.

@danieltabacaru
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danieltabacaru commented Sep 16, 2022

I addressed most of the comments. Still looking into refactoring ClientHistory::integrate_server_changesets.
Edit: Done.

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This is looking good. My only remaining concern is the test being racy, let's talk offline.

@@ -7527,4 +7529,4 @@ Format:
2012-06-??
----------
- Group() interfaced changed. Now with multiple options. default option changed from readonly...
+ Generated C++ highlevel API for tables with up to 15 columns
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what happened here?

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Not sure. But there is no change.

@@ -63,6 +63,8 @@ class EventLoopDispatcher<void(Args...)> {
}
};

} // namespace util
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just curious why we needed to do this?

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It was a problem on Windows due to the compiler. event_loop_dispatcher.hpp defined things in realm::util namespace, which results in _impl::EnableIfSpanCompatible being realm::util::_impl::EnableIfSpanCompatible if that header is included. But the code relies on realm::_impl::EnableIfSpanCompatible existing. It is a "fix" that Thomas suggested.


SubscriptionSet::State new_state = SubscriptionSet::State::Uncommitted; // Initialize to make compiler happy

switch (batch_state) {
case DownloadBatchState::SteadyState:
// Cannot be called with this value. This is to make compiler happy.
return;
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how about REALM_UNREACHABLE here if this is actually illegal?


// Interrupt integration of server changesets by commiting a local change.
auto func = [&] {
auto db = TestHelper::get_db(realm);
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Won't this thread race with the sync client? Like, can't the sync client's thread get scheduled such that it's able to integrate all the changesets before we get to line 2909 here. I admit I wasn't able to make this happen in some local testing, but this seems racy to me.

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It is racy by nature, but I haven't run into problems either. I had worked on a solution, but that wasn't bulletproof either.

@danieltabacaru danieltabacaru merged commit a3a8e70 into master Sep 27, 2022
@danieltabacaru danieltabacaru deleted the dt/sync_client_shall_not_block_user_writes_2 branch September 27, 2022 06:00
tgoyne added a commit that referenced this pull request Sep 27, 2022
…nification

* origin/master:
  Fix a data race in notifier packaging (#5892)
  Install util/http.hpp (#5893)
  Greatly improve performance of sorting dictionaries (#5168)
  Sync client shall not block user writes (#5844)
  update err message check (#5884)
cbush pushed a commit to mongodb/docs-realm that referenced this pull request Dec 15, 2022
<h3>Snyk has created this PR to upgrade realm from 10.19.1 to
10.24.0.</h3>

:information_source: Keep your dependencies up-to-date. This makes it
easier to fix existing vulnerabilities and to more quickly identify and
fix newly disclosed vulnerabilities when they affect your project.
<hr/>

- The recommended version is **19 versions** ahead of your current
version.
- The recommended version was released **a month ago**, on 2022-11-13.

The recommended version fixes:

Severity | Issue | PriorityScore (*) | Exploit Maturity |

:-------------------------:|:-------------------------|-------------------------|:-------------------------
<img
src="https://res.cloudinary.com/snyk/image/upload/w_20,h_20/v1561977819/icon/h.png"
width="20" height="20" title="high severity"/> | Prototype
Pollution<br/>
[SNYK-JS-QS-3153490](https://snyk.io/vuln/SNYK-JS-QS-3153490) |
**554/1000** <br/> **Why?** Proof of Concept exploit, Recently
disclosed, CVSS 7.5 | Proof of Concept

(*) Note that the real score may have changed since the PR was raised.


<details>
<summary><b>Release notes</b></summary>
<br/>
  <details>
    <summary>Package name: <b>realm</b></summary>
    <ul>
      <li>
<b>10.24.0</b> - <a
href="https://snyk.io/redirect/github/realm/realm-js/releases/tag/v10.24.0">2022-11-13</a></br><h3>Enhancements</h3>
<ul>
<li>Flexible sync will now wait for the server to have sent all pending
history after a bootstrap before marking a subscription as Complete. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5795"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5795/hovercard">realm/realm-core#5795</a>)</li>
</ul>
<h3>Fixed</h3>
<ul>
<li>Fix database corruption and encryption issues on apple platforms.
(<a href="https://snyk.io/redirect/github/realm/realm-js/issues/5076"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-js/issues/5076/hovercard">#5076</a>,
since v10.12.0)</li>
<li>Sync bootstraps will not be applied in a single write transaction -
they will be applied 1MB of changesets at a time. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5999"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5999/hovercard">realm/realm-core#5999</a>,
since v10.19.0).</li>
<li>Fix a race condition which could result in <code>operation
cancelled</code> errors being delivered to <code>Realm#open</code>
rather than the actual sync error which caused things to fail. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5968"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5968/hovercard">realm/realm-core#5968</a>,
v1.0.0).</li>
</ul>
<h3>Compatibility</h3>
<ul>
<li>React Native &gt;= v0.64.0</li>
<li>Atlas App Services.</li>
<li>Realm Studio v12.0.0.</li>
<li>APIs are backwards compatible with all previous releases of Realm
JavaScript in the 10.5.x series.</li>
<li>File format: generates Realms with format v22 (reads and upgrades
file format v5 or later for non-synced Realm, upgrades file format v10
or later for synced Realms).</li>
</ul>
<h3>Internal</h3>
<ul>
<li>Upgraded Realm Core from v12.11.0 to v12.12.0.</li>
</ul>
      </li>
      <li>
<b>10.23.0</b> - <a
href="https://snyk.io/redirect/github/realm/realm-js/releases/tag/v10.23.0">2022-10-31</a></br><h3>Enhancements</h3>
<ul>
<li>Improve performance of client reset with automatic recovery and
converting top-level tables into embedded tables. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5897"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5897/hovercard">realm/realm-core#5897</a>)</li>
<li>If a sync client sends a message larger than 16 MB, the sync server
will request a client reset. (<a
href="https://snyk.io/redirect/github/realm/realm-core/issues/5209"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-core/issues/5209/hovercard">realm/realm-core#5209</a>)</li>
<li>Add two new modes to client reset:
<code>RecoverUnsyncedChanges</code> and
<code>RecoverOrDiscardUnsyncedChanges</code>. The two modes will recover
local/unsynced changes with changes from the server if possible. If not
possible, <code>RecoverOrDiscardUnsyncedChanges</code> will remove the
local Realm file and download a fresh file from the server. The mode
<code>DiscardLocal</code> is duplicated as
<code>DiscardUnsyncedChanges</code>, and <code>DiscardLocal</code> is be
removed in a future version. (<a
href="https://snyk.io/redirect/github/realm/realm-js/issues/4135"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-js/issues/4135/hovercard">#4135</a>)</li>
</ul>
<h3>Fixed</h3>
<ul>
<li>Fixed a use-after-free if the last external reference to an
encrypted Realm was closed between when a client reset error was
received and when the download of the new Realm began. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5949"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5949/hovercard">realm/realm-core#5949</a>,
since v10.20.0)</li>
<li>Opening an unencrypted file with an encryption key would sometimes
report a misleading error message that indicated that the problem was
something other than a decryption failure. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5915"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5915/hovercard">realm/realm-core#5915</a>,
since v1.0.0)</li>
<li>Fixed a rare deadlock which could occur when closing a synchronized
Realm immediately after committing a write transaction when the sync
worker thread has also just finished processing a changeset from the
sync server. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5948"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5948/hovercard">realm/realm-core#5948</a>)</li>
</ul>
<h3>Compatibility</h3>
<ul>
<li>React Native &gt;= v0.64.0</li>
<li>Atlas App Services.</li>
<li>Realm Studio v12.0.0.</li>
<li>APIs are backwards compatible with all previous releases of Realm
JavaScript in the 10.5.x series.</li>
<li>File format: generates Realms with format v22 (reads and upgrades
file format v5 or later for non-synced Realm, upgrades file format v10
or later for synced Realms).</li>
</ul>
<h3>Internal</h3>
<ul>
<li>Upgraded Realm Core from v12.9.0 to v12.11.0.</li>
</ul>
      </li>
      <li>
<b>10.22.0</b> - <a
href="https://snyk.io/redirect/github/realm/realm-js/releases/tag/v10.22.0">2022-10-17</a></br><h3>Enhancements</h3>
<ul>
<li>Prioritize integration of local changes over remote changes. This
shortens the time users may have to wait when committing local changes.
Stop storing downloaded changesets in history. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5844"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5844/hovercard">realm/realm-core#5844</a>)</li>
<li>Greatly improve the performance of sorting or distincting a
Dictionary's keys or values. The most expensive operation is now
performed O(log N) rather than O(N log N) times, and large Dictionaries
can see upwards of 99% reduction in time to sort. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pulls/5166">realm/realm-core#5166</a>)</li>
<li>Cut the runtime of aggregate operations on large dictionaries in
half. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5864"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5864/hovercard">realm/realm-core#5864</a>)</li>
<li>Improve performance of aggregate operations on collections of
objects by 2x to 10x. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5864"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5864/hovercard">realm/realm-core#5864</a>)</li>
</ul>
<h3>Fixed</h3>
<ul>
<li>If a case insensitive query searched for a string including an
4-byte UTF8 character, the program would crash. (<a
href="https://snyk.io/redirect/github/realm/realm-core/issues/5825"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-core/issues/5825/hovercard">realm/realm-core#5825</a>,
since v1.0.0)</li>
<li><code>Realm#writeCopyTo()</code> doesn't support flexible sync, and
an exception is thrown. (<a
href="https://snyk.io/redirect/github/realm/realm-core/issues/5798"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-core/issues/5798/hovercard">realm/realm-core#5798</a>,
since v10.10.0)</li>
<li>Asymmetric object types/classes cannot be used with partition-based
sync, and an exception is thrown. (<a
href="https://snyk.io/redirect/github/realm/realm-core/issues/5691"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-core/issues/5691/hovercard">realm/realm-core#5691</a>,
since v10.19.0)</li>
<li>If you set a subscription on a link in flexible sync, the server
would not know how to handle it. (<a
href="https://snyk.io/redirect/github/realm/realm-core/issues/5409"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-core/issues/5409/hovercard">realm/realm-core#5409</a>,
since v10.10.1)</li>
<li>Fixed type declarations for aggregation methods (min, max, sum, avg)
to reflect implementation. (<a
href="https://snyk.io/redirect/github/realm/realm-js/issues/4994"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-js/issues/4994/hovercard">4994</a>,
since v2.0.0)</li>
</ul>
<h3>Compatibility</h3>
<ul>
<li>React Native &gt;= v0.64.0</li>
<li>Atlas App Services.</li>
<li>Realm Studio v12.0.0.</li>
<li>APIs are backwards compatible with all previous releases of Realm
JavaScript in the 10.5.x series.</li>
<li>File format: generates Realms with format v22 (reads and upgrades
file format v5 or later for non-synced Realm, upgrades file format v10
or later for synced Realms).</li>
</ul>
<h3>Internal</h3>
<ul>
<li>Upgraded Realm Core from v12.6.0 to v12.9.0. (<a
href="https://snyk.io/redirect/github/realm/realm-js/issues/4932"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-js/issues/4932/hovercard">#4932</a> and
<a href="https://snyk.io/redirect/github/realm/realm-js/issues/4983"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-js/issues/4983/hovercard">#4983</a></li>
<li>Added ARM/Linux build guide.</li>
</ul>
      </li>
      <li>
        <b>10.21.1</b> - 2022-09-15
      </li>
      <li>
        <b>10.21.0</b> - 2022-09-12
      </li>
      <li>
        <b>10.20.0</b> - 2022-08-23
      </li>
      <li>
        <b>10.20.0-beta.5</b> - 2022-04-13
      </li>
      <li>
        <b>10.20.0-beta.4</b> - 2022-04-11
      </li>
      <li>
        <b>10.20.0-beta.3</b> - 2022-03-24
      </li>
      <li>
        <b>10.20.0-beta.2</b> - 2022-02-14
      </li>
      <li>
        <b>10.20.0-beta.1</b> - 2022-01-27
      </li>
      <li>
        <b>10.20.0-beta.0</b> - 2022-01-06
      </li>
      <li>
        <b>10.20.0-alpha.2</b> - 2021-11-25
      </li>
      <li>
        <b>10.20.0-alpha.1</b> - 2021-09-22
      </li>
      <li>
        <b>10.20.0-alpha.0</b> - 2021-09-02
      </li>
      <li>
        <b>10.19.5</b> - 2022-07-06
      </li>
      <li>
        <b>10.19.4</b> - 2022-07-05
      </li>
      <li>
        <b>10.19.3</b> - 2022-06-27
      </li>
      <li>
        <b>10.19.2</b> - 2022-06-20
      </li>
      <li>
        <b>10.19.1</b> - 2022-06-07
      </li>
    </ul>
from <a
href="https://snyk.io/redirect/github/realm/realm-js/releases">realm
GitHub release notes</a>
  </details>
</details>


<details>
  <summary><b>Commit messages</b></summary>
  </br>
  <details>
    <summary>Package name: <b>realm</b></summary>
    <ul>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/28019f68f9991c1120ef98ad836ac37a7362449f">28019f6</a>
[10.24.0] Bump version</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/8a716b1bd65dbe8e02b039e6ed16651351a52b0c">8a716b1</a>
Upgrade to Realm Core v12.2.0 (#5108)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/f20fdb5b7f51d952e6641f25c44eb88d1af6f8fa">f20fdb5</a>
[10.23.0] Bump version (#5044)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/fe4986fa0e3e93ea9edad3fc964ba1c408e0e365">fe4986f</a>
Revert &quot;[10.23.0] Bump version (#5042)&quot; (#5043)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/79e958c79776adb3a94a2b71207b7c171956a905">79e958c</a>
[10.23.0] Bump version (#5042)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/a54c953a786149e8cf56a5b829da846b7ed30c6a">a54c953</a>
Client reset w/recovery (#4711)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/81c02868dd4ce7b3b6ee00cfceac14151e612a30">81c0286</a>
Upgrade to Realm Core v12.11.0 (#5034)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/0b253fffe8a7bfb74dcc85507340615b7e9484e8">0b253ff</a>
Upgrade to Realm Core v12.10.0 (#5031)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/5b4d9bd9e0473b6b07213747c50de552739608b5">5b4d9bd</a>
Fixing prebuilds env (#4925)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/5d066041c6eb2967fdee7ab9e8180b5c8e7c5a22">5d06604</a>
Update CHANGELOG.md</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/a56c9d84d3aad0a3a93dc6d8add30adbe783d536">a56c9d8</a>
Mention the missing support of RHEL 7 (#5010)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/af024e096cc8e51480a57129120b596bc146f14c">af024e0</a>
workflows: instructions for release process (#4868)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/55f0a0ba076d239d952b049d74e4e1993ddfe693">55f0a0b</a>
Prepare for vNext (#5016)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/b4cefea6dfedcad65010a19cd62dee0bfeb3f451">b4cefea</a>
[10.22.0] Bump version (#5014)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/73ff72e55fc4aa6598a742270d2d0d0f03ab6b1b">73ff72e</a>
Reviewed changelog</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/c051c753b6c93442a1c21b2386013623fcabbbbc">c051c75</a>
Update types for min, max, avg &amp; sum (#4999)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/bf883945c5374c9744f94b3cfd97a95f9fa7964e">bf88394</a>
Support importing values with the app importer (#5004)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/8e029d691dbed99a1169dc41bdb7e616b9dd61fd">8e029d6</a>
Update index.d.ts (#4993)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/b3632f0289b174b8786503c4c082ef8da98db708">b3632f0</a>
Upgrade to Realm Core v12.9.0 (#4985)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/dd501a19715dd7e83497d0417a9957993652dc2b">dd501a1</a>
Expand App Importer (#4988)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/17683a31364cc9772496c767c031abeec5a29b92">17683a3</a>
Realm react contribution guide (#4963)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/b9c03f4bb2190262d1a5ad0b8002424d6182b51d">b9c03f4</a>
Upgrade Realm React dependencies (#4960)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/74f22dbc1c3824b0b0ce183e95b23cd9f70e18ca">74f22db</a>
Merge pull request #4956 from realm/geragray-patch-1</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/44cbcd4391c1245ce617e2dbbd86157ac1d1dc5c">44cbcd4</a>
Update README.md</li>
    </ul>

<a
href="https://snyk.io/redirect/github/realm/realm-js/compare/ee9175be715ce2fb6606ae928a729af2601096f1...28019f68f9991c1120ef98ad836ac37a7362449f">Compare</a>
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</details>
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<!---
(snyk:metadata:{"prId":"efd0c3ca-e244-42a2-a318-8736098b5f6b","prPublicId":"efd0c3ca-e244-42a2-a318-8736098b5f6b","dependencies":[{"name":"realm","from":"10.19.1","to":"10.24.0"}],"packageManager":"npm","type":"auto","projectUrl":"https://app.snyk.io/org/sandbox-2ba/project/50a1c3b6-8d4c-4587-a7ba-f8b958614441?utm_source=github&utm_medium=referral&page=upgrade-pr","projectPublicId":"50a1c3b6-8d4c-4587-a7ba-f8b958614441","env":"prod","prType":"upgrade","vulns":["SNYK-JS-QS-3153490"],"issuesToFix":[{"issueId":"SNYK-JS-QS-3153490","severity":"high","title":"Prototype
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of
Concept","score":107},{"type":"freshness","label":true,"score":71},{"type":"cvssScore","label":"7.5","score":375}]}],"upgrade":["SNYK-JS-QS-3153490"],"upgradeInfo":{"versionsDiff":19,"publishedDate":"2022-11-13T10:28:26.249Z"},"templateVariants":["priorityScore"],"hasFixes":true,"isMajorUpgrade":false,"isBreakingChange":false,"priorityScoreList":[554]})
--->

Co-authored-by: snyk-bot <snyk-bot@snyk.io>
mohammadhunan-dev pushed a commit to mohammadhunan-dev/docs-realm that referenced this pull request Dec 27, 2022
<h3>Snyk has created this PR to upgrade realm from 10.19.1 to
10.24.0.</h3>

:information_source: Keep your dependencies up-to-date. This makes it
easier to fix existing vulnerabilities and to more quickly identify and
fix newly disclosed vulnerabilities when they affect your project.
<hr/>

- The recommended version is **19 versions** ahead of your current
version.
- The recommended version was released **a month ago**, on 2022-11-13.

The recommended version fixes:

Severity | Issue | PriorityScore (*) | Exploit Maturity |

:-------------------------:|:-------------------------|-------------------------|:-------------------------
<img
src="https://res.cloudinary.com/snyk/image/upload/w_20,h_20/v1561977819/icon/h.png"
width="20" height="20" title="high severity"/> | Prototype
Pollution<br/>
[SNYK-JS-QS-3153490](https://snyk.io/vuln/SNYK-JS-QS-3153490) |
**554/1000** <br/> **Why?** Proof of Concept exploit, Recently
disclosed, CVSS 7.5 | Proof of Concept

(*) Note that the real score may have changed since the PR was raised.


<details>
<summary><b>Release notes</b></summary>
<br/>
  <details>
    <summary>Package name: <b>realm</b></summary>
    <ul>
      <li>
<b>10.24.0</b> - <a
href="https://snyk.io/redirect/github/realm/realm-js/releases/tag/v10.24.0">2022-11-13</a></br><h3>Enhancements</h3>
<ul>
<li>Flexible sync will now wait for the server to have sent all pending
history after a bootstrap before marking a subscription as Complete. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5795"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5795/hovercard">realm/realm-core#5795</a>)</li>
</ul>
<h3>Fixed</h3>
<ul>
<li>Fix database corruption and encryption issues on apple platforms.
(<a href="https://snyk.io/redirect/github/realm/realm-js/issues/5076"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-js/issues/5076/hovercard">#5076</a>,
since v10.12.0)</li>
<li>Sync bootstraps will not be applied in a single write transaction -
they will be applied 1MB of changesets at a time. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5999"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5999/hovercard">realm/realm-core#5999</a>,
since v10.19.0).</li>
<li>Fix a race condition which could result in <code>operation
cancelled</code> errors being delivered to <code>Realm#open</code>
rather than the actual sync error which caused things to fail. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5968"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5968/hovercard">realm/realm-core#5968</a>,
v1.0.0).</li>
</ul>
<h3>Compatibility</h3>
<ul>
<li>React Native &gt;= v0.64.0</li>
<li>Atlas App Services.</li>
<li>Realm Studio v12.0.0.</li>
<li>APIs are backwards compatible with all previous releases of Realm
JavaScript in the 10.5.x series.</li>
<li>File format: generates Realms with format v22 (reads and upgrades
file format v5 or later for non-synced Realm, upgrades file format v10
or later for synced Realms).</li>
</ul>
<h3>Internal</h3>
<ul>
<li>Upgraded Realm Core from v12.11.0 to v12.12.0.</li>
</ul>
      </li>
      <li>
<b>10.23.0</b> - <a
href="https://snyk.io/redirect/github/realm/realm-js/releases/tag/v10.23.0">2022-10-31</a></br><h3>Enhancements</h3>
<ul>
<li>Improve performance of client reset with automatic recovery and
converting top-level tables into embedded tables. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5897"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5897/hovercard">realm/realm-core#5897</a>)</li>
<li>If a sync client sends a message larger than 16 MB, the sync server
will request a client reset. (<a
href="https://snyk.io/redirect/github/realm/realm-core/issues/5209"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-core/issues/5209/hovercard">realm/realm-core#5209</a>)</li>
<li>Add two new modes to client reset:
<code>RecoverUnsyncedChanges</code> and
<code>RecoverOrDiscardUnsyncedChanges</code>. The two modes will recover
local/unsynced changes with changes from the server if possible. If not
possible, <code>RecoverOrDiscardUnsyncedChanges</code> will remove the
local Realm file and download a fresh file from the server. The mode
<code>DiscardLocal</code> is duplicated as
<code>DiscardUnsyncedChanges</code>, and <code>DiscardLocal</code> is be
removed in a future version. (<a
href="https://snyk.io/redirect/github/realm/realm-js/issues/4135"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-js/issues/4135/hovercard">#4135</a>)</li>
</ul>
<h3>Fixed</h3>
<ul>
<li>Fixed a use-after-free if the last external reference to an
encrypted Realm was closed between when a client reset error was
received and when the download of the new Realm began. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5949"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5949/hovercard">realm/realm-core#5949</a>,
since v10.20.0)</li>
<li>Opening an unencrypted file with an encryption key would sometimes
report a misleading error message that indicated that the problem was
something other than a decryption failure. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5915"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5915/hovercard">realm/realm-core#5915</a>,
since v1.0.0)</li>
<li>Fixed a rare deadlock which could occur when closing a synchronized
Realm immediately after committing a write transaction when the sync
worker thread has also just finished processing a changeset from the
sync server. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5948"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5948/hovercard">realm/realm-core#5948</a>)</li>
</ul>
<h3>Compatibility</h3>
<ul>
<li>React Native &gt;= v0.64.0</li>
<li>Atlas App Services.</li>
<li>Realm Studio v12.0.0.</li>
<li>APIs are backwards compatible with all previous releases of Realm
JavaScript in the 10.5.x series.</li>
<li>File format: generates Realms with format v22 (reads and upgrades
file format v5 or later for non-synced Realm, upgrades file format v10
or later for synced Realms).</li>
</ul>
<h3>Internal</h3>
<ul>
<li>Upgraded Realm Core from v12.9.0 to v12.11.0.</li>
</ul>
      </li>
      <li>
<b>10.22.0</b> - <a
href="https://snyk.io/redirect/github/realm/realm-js/releases/tag/v10.22.0">2022-10-17</a></br><h3>Enhancements</h3>
<ul>
<li>Prioritize integration of local changes over remote changes. This
shortens the time users may have to wait when committing local changes.
Stop storing downloaded changesets in history. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5844"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5844/hovercard">realm/realm-core#5844</a>)</li>
<li>Greatly improve the performance of sorting or distincting a
Dictionary's keys or values. The most expensive operation is now
performed O(log N) rather than O(N log N) times, and large Dictionaries
can see upwards of 99% reduction in time to sort. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pulls/5166">realm/realm-core#5166</a>)</li>
<li>Cut the runtime of aggregate operations on large dictionaries in
half. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5864"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5864/hovercard">realm/realm-core#5864</a>)</li>
<li>Improve performance of aggregate operations on collections of
objects by 2x to 10x. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5864"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5864/hovercard">realm/realm-core#5864</a>)</li>
</ul>
<h3>Fixed</h3>
<ul>
<li>If a case insensitive query searched for a string including an
4-byte UTF8 character, the program would crash. (<a
href="https://snyk.io/redirect/github/realm/realm-core/issues/5825"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-core/issues/5825/hovercard">realm/realm-core#5825</a>,
since v1.0.0)</li>
<li><code>Realm#writeCopyTo()</code> doesn't support flexible sync, and
an exception is thrown. (<a
href="https://snyk.io/redirect/github/realm/realm-core/issues/5798"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-core/issues/5798/hovercard">realm/realm-core#5798</a>,
since v10.10.0)</li>
<li>Asymmetric object types/classes cannot be used with partition-based
sync, and an exception is thrown. (<a
href="https://snyk.io/redirect/github/realm/realm-core/issues/5691"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-core/issues/5691/hovercard">realm/realm-core#5691</a>,
since v10.19.0)</li>
<li>If you set a subscription on a link in flexible sync, the server
would not know how to handle it. (<a
href="https://snyk.io/redirect/github/realm/realm-core/issues/5409"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-core/issues/5409/hovercard">realm/realm-core#5409</a>,
since v10.10.1)</li>
<li>Fixed type declarations for aggregation methods (min, max, sum, avg)
to reflect implementation. (<a
href="https://snyk.io/redirect/github/realm/realm-js/issues/4994"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-js/issues/4994/hovercard">4994</a>,
since v2.0.0)</li>
</ul>
<h3>Compatibility</h3>
<ul>
<li>React Native &gt;= v0.64.0</li>
<li>Atlas App Services.</li>
<li>Realm Studio v12.0.0.</li>
<li>APIs are backwards compatible with all previous releases of Realm
JavaScript in the 10.5.x series.</li>
<li>File format: generates Realms with format v22 (reads and upgrades
file format v5 or later for non-synced Realm, upgrades file format v10
or later for synced Realms).</li>
</ul>
<h3>Internal</h3>
<ul>
<li>Upgraded Realm Core from v12.6.0 to v12.9.0. (<a
href="https://snyk.io/redirect/github/realm/realm-js/issues/4932"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-js/issues/4932/hovercard">#4932</a> and
<a href="https://snyk.io/redirect/github/realm/realm-js/issues/4983"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-js/issues/4983/hovercard">#4983</a></li>
<li>Added ARM/Linux build guide.</li>
</ul>
      </li>
      <li>
        <b>10.21.1</b> - 2022-09-15
      </li>
      <li>
        <b>10.21.0</b> - 2022-09-12
      </li>
      <li>
        <b>10.20.0</b> - 2022-08-23
      </li>
      <li>
        <b>10.20.0-beta.5</b> - 2022-04-13
      </li>
      <li>
        <b>10.20.0-beta.4</b> - 2022-04-11
      </li>
      <li>
        <b>10.20.0-beta.3</b> - 2022-03-24
      </li>
      <li>
        <b>10.20.0-beta.2</b> - 2022-02-14
      </li>
      <li>
        <b>10.20.0-beta.1</b> - 2022-01-27
      </li>
      <li>
        <b>10.20.0-beta.0</b> - 2022-01-06
      </li>
      <li>
        <b>10.20.0-alpha.2</b> - 2021-11-25
      </li>
      <li>
        <b>10.20.0-alpha.1</b> - 2021-09-22
      </li>
      <li>
        <b>10.20.0-alpha.0</b> - 2021-09-02
      </li>
      <li>
        <b>10.19.5</b> - 2022-07-06
      </li>
      <li>
        <b>10.19.4</b> - 2022-07-05
      </li>
      <li>
        <b>10.19.3</b> - 2022-06-27
      </li>
      <li>
        <b>10.19.2</b> - 2022-06-20
      </li>
      <li>
        <b>10.19.1</b> - 2022-06-07
      </li>
    </ul>
from <a
href="https://snyk.io/redirect/github/realm/realm-js/releases">realm
GitHub release notes</a>
  </details>
</details>


<details>
  <summary><b>Commit messages</b></summary>
  </br>
  <details>
    <summary>Package name: <b>realm</b></summary>
    <ul>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/28019f68f9991c1120ef98ad836ac37a7362449f">28019f6</a>
[10.24.0] Bump version</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/8a716b1bd65dbe8e02b039e6ed16651351a52b0c">8a716b1</a>
Upgrade to Realm Core v12.2.0 (#5108)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/f20fdb5b7f51d952e6641f25c44eb88d1af6f8fa">f20fdb5</a>
[10.23.0] Bump version (#5044)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/fe4986fa0e3e93ea9edad3fc964ba1c408e0e365">fe4986f</a>
Revert &quot;[10.23.0] Bump version (#5042)&quot; (#5043)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/79e958c79776adb3a94a2b71207b7c171956a905">79e958c</a>
[10.23.0] Bump version (#5042)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/a54c953a786149e8cf56a5b829da846b7ed30c6a">a54c953</a>
Client reset w/recovery (#4711)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/81c02868dd4ce7b3b6ee00cfceac14151e612a30">81c0286</a>
Upgrade to Realm Core v12.11.0 (#5034)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/0b253fffe8a7bfb74dcc85507340615b7e9484e8">0b253ff</a>
Upgrade to Realm Core v12.10.0 (#5031)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/5b4d9bd9e0473b6b07213747c50de552739608b5">5b4d9bd</a>
Fixing prebuilds env (#4925)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/5d066041c6eb2967fdee7ab9e8180b5c8e7c5a22">5d06604</a>
Update CHANGELOG.md</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/a56c9d84d3aad0a3a93dc6d8add30adbe783d536">a56c9d8</a>
Mention the missing support of RHEL 7 (#5010)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/af024e096cc8e51480a57129120b596bc146f14c">af024e0</a>
workflows: instructions for release process (#4868)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/55f0a0ba076d239d952b049d74e4e1993ddfe693">55f0a0b</a>
Prepare for vNext (#5016)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/b4cefea6dfedcad65010a19cd62dee0bfeb3f451">b4cefea</a>
[10.22.0] Bump version (#5014)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/73ff72e55fc4aa6598a742270d2d0d0f03ab6b1b">73ff72e</a>
Reviewed changelog</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/c051c753b6c93442a1c21b2386013623fcabbbbc">c051c75</a>
Update types for min, max, avg &amp; sum (#4999)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/bf883945c5374c9744f94b3cfd97a95f9fa7964e">bf88394</a>
Support importing values with the app importer (#5004)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/8e029d691dbed99a1169dc41bdb7e616b9dd61fd">8e029d6</a>
Update index.d.ts (#4993)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/b3632f0289b174b8786503c4c082ef8da98db708">b3632f0</a>
Upgrade to Realm Core v12.9.0 (#4985)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/dd501a19715dd7e83497d0417a9957993652dc2b">dd501a1</a>
Expand App Importer (#4988)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/17683a31364cc9772496c767c031abeec5a29b92">17683a3</a>
Realm react contribution guide (#4963)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/b9c03f4bb2190262d1a5ad0b8002424d6182b51d">b9c03f4</a>
Upgrade Realm React dependencies (#4960)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/74f22dbc1c3824b0b0ce183e95b23cd9f70e18ca">74f22db</a>
Merge pull request #4956 from realm/geragray-patch-1</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/44cbcd4391c1245ce617e2dbbd86157ac1d1dc5c">44cbcd4</a>
Update README.md</li>
    </ul>

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<!---
(snyk:metadata:{"prId":"efd0c3ca-e244-42a2-a318-8736098b5f6b","prPublicId":"efd0c3ca-e244-42a2-a318-8736098b5f6b","dependencies":[{"name":"realm","from":"10.19.1","to":"10.24.0"}],"packageManager":"npm","type":"auto","projectUrl":"https://app.snyk.io/org/sandbox-2ba/project/50a1c3b6-8d4c-4587-a7ba-f8b958614441?utm_source=github&utm_medium=referral&page=upgrade-pr","projectPublicId":"50a1c3b6-8d4c-4587-a7ba-f8b958614441","env":"prod","prType":"upgrade","vulns":["SNYK-JS-QS-3153490"],"issuesToFix":[{"issueId":"SNYK-JS-QS-3153490","severity":"high","title":"Prototype
Pollution","exploitMaturity":"proof-of-concept","priorityScore":554,"priorityScoreFactors":[{"type":"exploit","label":"Proof
of
Concept","score":107},{"type":"freshness","label":true,"score":71},{"type":"cvssScore","label":"7.5","score":375}]}],"upgrade":["SNYK-JS-QS-3153490"],"upgradeInfo":{"versionsDiff":19,"publishedDate":"2022-11-13T10:28:26.249Z"},"templateVariants":["priorityScore"],"hasFixes":true,"isMajorUpgrade":false,"isBreakingChange":false,"priorityScoreList":[554]})
--->

Co-authored-by: snyk-bot <snyk-bot@snyk.io>
mohammadhunan-dev pushed a commit to mongodb/docs-realm that referenced this pull request Dec 27, 2022
<h3>Snyk has created this PR to upgrade realm from 10.19.1 to
10.24.0.</h3>

:information_source: Keep your dependencies up-to-date. This makes it
easier to fix existing vulnerabilities and to more quickly identify and
fix newly disclosed vulnerabilities when they affect your project.
<hr/>

- The recommended version is **19 versions** ahead of your current
version.
- The recommended version was released **a month ago**, on 2022-11-13.

The recommended version fixes:

Severity | Issue | PriorityScore (*) | Exploit Maturity |

:-------------------------:|:-------------------------|-------------------------|:-------------------------
<img
src="https://res.cloudinary.com/snyk/image/upload/w_20,h_20/v1561977819/icon/h.png"
width="20" height="20" title="high severity"/> | Prototype
Pollution<br/>
[SNYK-JS-QS-3153490](https://snyk.io/vuln/SNYK-JS-QS-3153490) |
**554/1000** <br/> **Why?** Proof of Concept exploit, Recently
disclosed, CVSS 7.5 | Proof of Concept

(*) Note that the real score may have changed since the PR was raised.


<details>
<summary><b>Release notes</b></summary>
<br/>
  <details>
    <summary>Package name: <b>realm</b></summary>
    <ul>
      <li>
<b>10.24.0</b> - <a
href="https://snyk.io/redirect/github/realm/realm-js/releases/tag/v10.24.0">2022-11-13</a></br><h3>Enhancements</h3>
<ul>
<li>Flexible sync will now wait for the server to have sent all pending
history after a bootstrap before marking a subscription as Complete. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5795"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5795/hovercard">realm/realm-core#5795</a>)</li>
</ul>
<h3>Fixed</h3>
<ul>
<li>Fix database corruption and encryption issues on apple platforms.
(<a href="https://snyk.io/redirect/github/realm/realm-js/issues/5076"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-js/issues/5076/hovercard">#5076</a>,
since v10.12.0)</li>
<li>Sync bootstraps will not be applied in a single write transaction -
they will be applied 1MB of changesets at a time. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5999"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5999/hovercard">realm/realm-core#5999</a>,
since v10.19.0).</li>
<li>Fix a race condition which could result in <code>operation
cancelled</code> errors being delivered to <code>Realm#open</code>
rather than the actual sync error which caused things to fail. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5968"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5968/hovercard">realm/realm-core#5968</a>,
v1.0.0).</li>
</ul>
<h3>Compatibility</h3>
<ul>
<li>React Native &gt;= v0.64.0</li>
<li>Atlas App Services.</li>
<li>Realm Studio v12.0.0.</li>
<li>APIs are backwards compatible with all previous releases of Realm
JavaScript in the 10.5.x series.</li>
<li>File format: generates Realms with format v22 (reads and upgrades
file format v5 or later for non-synced Realm, upgrades file format v10
or later for synced Realms).</li>
</ul>
<h3>Internal</h3>
<ul>
<li>Upgraded Realm Core from v12.11.0 to v12.12.0.</li>
</ul>
      </li>
      <li>
<b>10.23.0</b> - <a
href="https://snyk.io/redirect/github/realm/realm-js/releases/tag/v10.23.0">2022-10-31</a></br><h3>Enhancements</h3>
<ul>
<li>Improve performance of client reset with automatic recovery and
converting top-level tables into embedded tables. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5897"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5897/hovercard">realm/realm-core#5897</a>)</li>
<li>If a sync client sends a message larger than 16 MB, the sync server
will request a client reset. (<a
href="https://snyk.io/redirect/github/realm/realm-core/issues/5209"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-core/issues/5209/hovercard">realm/realm-core#5209</a>)</li>
<li>Add two new modes to client reset:
<code>RecoverUnsyncedChanges</code> and
<code>RecoverOrDiscardUnsyncedChanges</code>. The two modes will recover
local/unsynced changes with changes from the server if possible. If not
possible, <code>RecoverOrDiscardUnsyncedChanges</code> will remove the
local Realm file and download a fresh file from the server. The mode
<code>DiscardLocal</code> is duplicated as
<code>DiscardUnsyncedChanges</code>, and <code>DiscardLocal</code> is be
removed in a future version. (<a
href="https://snyk.io/redirect/github/realm/realm-js/issues/4135"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-js/issues/4135/hovercard">#4135</a>)</li>
</ul>
<h3>Fixed</h3>
<ul>
<li>Fixed a use-after-free if the last external reference to an
encrypted Realm was closed between when a client reset error was
received and when the download of the new Realm began. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5949"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5949/hovercard">realm/realm-core#5949</a>,
since v10.20.0)</li>
<li>Opening an unencrypted file with an encryption key would sometimes
report a misleading error message that indicated that the problem was
something other than a decryption failure. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5915"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5915/hovercard">realm/realm-core#5915</a>,
since v1.0.0)</li>
<li>Fixed a rare deadlock which could occur when closing a synchronized
Realm immediately after committing a write transaction when the sync
worker thread has also just finished processing a changeset from the
sync server. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5948"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5948/hovercard">realm/realm-core#5948</a>)</li>
</ul>
<h3>Compatibility</h3>
<ul>
<li>React Native &gt;= v0.64.0</li>
<li>Atlas App Services.</li>
<li>Realm Studio v12.0.0.</li>
<li>APIs are backwards compatible with all previous releases of Realm
JavaScript in the 10.5.x series.</li>
<li>File format: generates Realms with format v22 (reads and upgrades
file format v5 or later for non-synced Realm, upgrades file format v10
or later for synced Realms).</li>
</ul>
<h3>Internal</h3>
<ul>
<li>Upgraded Realm Core from v12.9.0 to v12.11.0.</li>
</ul>
      </li>
      <li>
<b>10.22.0</b> - <a
href="https://snyk.io/redirect/github/realm/realm-js/releases/tag/v10.22.0">2022-10-17</a></br><h3>Enhancements</h3>
<ul>
<li>Prioritize integration of local changes over remote changes. This
shortens the time users may have to wait when committing local changes.
Stop storing downloaded changesets in history. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5844"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5844/hovercard">realm/realm-core#5844</a>)</li>
<li>Greatly improve the performance of sorting or distincting a
Dictionary's keys or values. The most expensive operation is now
performed O(log N) rather than O(N log N) times, and large Dictionaries
can see upwards of 99% reduction in time to sort. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pulls/5166">realm/realm-core#5166</a>)</li>
<li>Cut the runtime of aggregate operations on large dictionaries in
half. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5864"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5864/hovercard">realm/realm-core#5864</a>)</li>
<li>Improve performance of aggregate operations on collections of
objects by 2x to 10x. (<a
href="https://snyk.io/redirect/github/realm/realm-core/pull/5864"
data-hovercard-type="pull_request"
data-hovercard-url="/realm/realm-core/pull/5864/hovercard">realm/realm-core#5864</a>)</li>
</ul>
<h3>Fixed</h3>
<ul>
<li>If a case insensitive query searched for a string including an
4-byte UTF8 character, the program would crash. (<a
href="https://snyk.io/redirect/github/realm/realm-core/issues/5825"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-core/issues/5825/hovercard">realm/realm-core#5825</a>,
since v1.0.0)</li>
<li><code>Realm#writeCopyTo()</code> doesn't support flexible sync, and
an exception is thrown. (<a
href="https://snyk.io/redirect/github/realm/realm-core/issues/5798"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-core/issues/5798/hovercard">realm/realm-core#5798</a>,
since v10.10.0)</li>
<li>Asymmetric object types/classes cannot be used with partition-based
sync, and an exception is thrown. (<a
href="https://snyk.io/redirect/github/realm/realm-core/issues/5691"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-core/issues/5691/hovercard">realm/realm-core#5691</a>,
since v10.19.0)</li>
<li>If you set a subscription on a link in flexible sync, the server
would not know how to handle it. (<a
href="https://snyk.io/redirect/github/realm/realm-core/issues/5409"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-core/issues/5409/hovercard">realm/realm-core#5409</a>,
since v10.10.1)</li>
<li>Fixed type declarations for aggregation methods (min, max, sum, avg)
to reflect implementation. (<a
href="https://snyk.io/redirect/github/realm/realm-js/issues/4994"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-js/issues/4994/hovercard">4994</a>,
since v2.0.0)</li>
</ul>
<h3>Compatibility</h3>
<ul>
<li>React Native &gt;= v0.64.0</li>
<li>Atlas App Services.</li>
<li>Realm Studio v12.0.0.</li>
<li>APIs are backwards compatible with all previous releases of Realm
JavaScript in the 10.5.x series.</li>
<li>File format: generates Realms with format v22 (reads and upgrades
file format v5 or later for non-synced Realm, upgrades file format v10
or later for synced Realms).</li>
</ul>
<h3>Internal</h3>
<ul>
<li>Upgraded Realm Core from v12.6.0 to v12.9.0. (<a
href="https://snyk.io/redirect/github/realm/realm-js/issues/4932"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-js/issues/4932/hovercard">#4932</a> and
<a href="https://snyk.io/redirect/github/realm/realm-js/issues/4983"
data-hovercard-type="issue"
data-hovercard-url="/realm/realm-js/issues/4983/hovercard">#4983</a></li>
<li>Added ARM/Linux build guide.</li>
</ul>
      </li>
      <li>
        <b>10.21.1</b> - 2022-09-15
      </li>
      <li>
        <b>10.21.0</b> - 2022-09-12
      </li>
      <li>
        <b>10.20.0</b> - 2022-08-23
      </li>
      <li>
        <b>10.20.0-beta.5</b> - 2022-04-13
      </li>
      <li>
        <b>10.20.0-beta.4</b> - 2022-04-11
      </li>
      <li>
        <b>10.20.0-beta.3</b> - 2022-03-24
      </li>
      <li>
        <b>10.20.0-beta.2</b> - 2022-02-14
      </li>
      <li>
        <b>10.20.0-beta.1</b> - 2022-01-27
      </li>
      <li>
        <b>10.20.0-beta.0</b> - 2022-01-06
      </li>
      <li>
        <b>10.20.0-alpha.2</b> - 2021-11-25
      </li>
      <li>
        <b>10.20.0-alpha.1</b> - 2021-09-22
      </li>
      <li>
        <b>10.20.0-alpha.0</b> - 2021-09-02
      </li>
      <li>
        <b>10.19.5</b> - 2022-07-06
      </li>
      <li>
        <b>10.19.4</b> - 2022-07-05
      </li>
      <li>
        <b>10.19.3</b> - 2022-06-27
      </li>
      <li>
        <b>10.19.2</b> - 2022-06-20
      </li>
      <li>
        <b>10.19.1</b> - 2022-06-07
      </li>
    </ul>
from <a
href="https://snyk.io/redirect/github/realm/realm-js/releases">realm
GitHub release notes</a>
  </details>
</details>


<details>
  <summary><b>Commit messages</b></summary>
  </br>
  <details>
    <summary>Package name: <b>realm</b></summary>
    <ul>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/28019f68f9991c1120ef98ad836ac37a7362449f">28019f6</a>
[10.24.0] Bump version</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/8a716b1bd65dbe8e02b039e6ed16651351a52b0c">8a716b1</a>
Upgrade to Realm Core v12.2.0 (#5108)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/f20fdb5b7f51d952e6641f25c44eb88d1af6f8fa">f20fdb5</a>
[10.23.0] Bump version (#5044)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/fe4986fa0e3e93ea9edad3fc964ba1c408e0e365">fe4986f</a>
Revert &quot;[10.23.0] Bump version (#5042)&quot; (#5043)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/79e958c79776adb3a94a2b71207b7c171956a905">79e958c</a>
[10.23.0] Bump version (#5042)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/a54c953a786149e8cf56a5b829da846b7ed30c6a">a54c953</a>
Client reset w/recovery (#4711)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/81c02868dd4ce7b3b6ee00cfceac14151e612a30">81c0286</a>
Upgrade to Realm Core v12.11.0 (#5034)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/0b253fffe8a7bfb74dcc85507340615b7e9484e8">0b253ff</a>
Upgrade to Realm Core v12.10.0 (#5031)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/5b4d9bd9e0473b6b07213747c50de552739608b5">5b4d9bd</a>
Fixing prebuilds env (#4925)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/5d066041c6eb2967fdee7ab9e8180b5c8e7c5a22">5d06604</a>
Update CHANGELOG.md</li>
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href="https://snyk.io/redirect/github/realm/realm-js/commit/a56c9d84d3aad0a3a93dc6d8add30adbe783d536">a56c9d8</a>
Mention the missing support of RHEL 7 (#5010)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/af024e096cc8e51480a57129120b596bc146f14c">af024e0</a>
workflows: instructions for release process (#4868)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/55f0a0ba076d239d952b049d74e4e1993ddfe693">55f0a0b</a>
Prepare for vNext (#5016)</li>
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href="https://snyk.io/redirect/github/realm/realm-js/commit/b4cefea6dfedcad65010a19cd62dee0bfeb3f451">b4cefea</a>
[10.22.0] Bump version (#5014)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/73ff72e55fc4aa6598a742270d2d0d0f03ab6b1b">73ff72e</a>
Reviewed changelog</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/c051c753b6c93442a1c21b2386013623fcabbbbc">c051c75</a>
Update types for min, max, avg &amp; sum (#4999)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/bf883945c5374c9744f94b3cfd97a95f9fa7964e">bf88394</a>
Support importing values with the app importer (#5004)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/8e029d691dbed99a1169dc41bdb7e616b9dd61fd">8e029d6</a>
Update index.d.ts (#4993)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/b3632f0289b174b8786503c4c082ef8da98db708">b3632f0</a>
Upgrade to Realm Core v12.9.0 (#4985)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/dd501a19715dd7e83497d0417a9957993652dc2b">dd501a1</a>
Expand App Importer (#4988)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/17683a31364cc9772496c767c031abeec5a29b92">17683a3</a>
Realm react contribution guide (#4963)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/b9c03f4bb2190262d1a5ad0b8002424d6182b51d">b9c03f4</a>
Upgrade Realm React dependencies (#4960)</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/74f22dbc1c3824b0b0ce183e95b23cd9f70e18ca">74f22db</a>
Merge pull request #4956 from realm/geragray-patch-1</li>
<li><a
href="https://snyk.io/redirect/github/realm/realm-js/commit/44cbcd4391c1245ce617e2dbbd86157ac1d1dc5c">44cbcd4</a>
Update README.md</li>
    </ul>

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