This change compares the remote replica's HWM with the leader's HWM and
completes the FETCH request if the remote HWM is less than the leader's
HWM. When the leader's HWM is updated any pending FETCH RPC is
completed.
Reviewers: Alyssa Huang <ahuang@confluent.io>, David Arthur
<mumrah@gmail.com>, Andrew Schofield <aschofield@confluent.io>
(cherry picked from commit 742b327025)
See Discussion:
https://github.com/apache/kafka/pull/19371#discussion_r2109549343
Do the following changes:
- Update the internal config name with metadata prefix
- add the warning message for setting
`INTERNAL_METADATA_LOG_SEGMENT_BYTES_CONFIG`
Reviewers: Chia-Ping Tsai <chia7712@gmail.com>
The main issue was that we forgot to set
`TopicConfig.SEGMENT_BYTES_CONFIG` to at least `1024 * 1024`, which
caused problems in tests with small segment sizes.
To address this, we introduced a new internal config:
`LogConfig.INTERNAL_SEGMENT_BYTES_CONFIG`, allowing us to set smaller
segment bytes specifically for testing purposes.
We also updated the logic so that if a user configures the topic-level
segment bytes without explicitly setting the internal config, the
internal value will no longer be returned to the user.
In addition, we removed
`MetadataLogConfig#METADATA_LOG_SEGMENT_MIN_BYTES_CONFIG` and added
three new internal configurations:
- `INTERNAL_MAX_BATCH_SIZE_IN_BYTES_CONFIG`
- `INTERNAL_MAX_FETCH_SIZE_IN_BYTES_CONFIG`
- `INTERNAL_DELETE_DELAY_MILLIS_CONFIG`
Reviewers: Jun Rao <junrao@gmail.com>, Chia-Ping Tsai
<chia7712@gmail.com>
Replaces exponential backoff for candidate state after losing election
with waiting rest of election timeout. There is no need to have an
exponential backoff when the election timeout already provides a natural
throttle and it is randomized.
Reviewers: José Armando García Sancio <jsancio@apache.org>, TaiJuWu
<tjwu1217@gmail.com>
At the retry limit binaryExponentialElectionBackoffMs it becomes
statistically likely that the exponential backoff returned
electionBackoffMaxMs. This is an issue as multiple replicas can get
stuck starting elections at the same cadence.
This change fixes that by added a random jitter to the max election
backoff.
Reviewers: José Armando García Sancio <jsancio@apache.org>, TaiJuWu
<tjwu1217@gmail.com>, Yung <yungyung7654321@gmail.com>
jira: https://issues.apache.org/jira/browse/KAFKA-19068
`RecordsIterator#decodeControlRecord` do the type check and then
`ControlRecord` constructor does that again.
we should add a static method to ControlRecord to create `ControlRecord`
with type check, and then `ControlRecord` constructor should be changed
to private to ensure all instance is created by the static method.
Reviewers: PoAn Yang <payang@apache.org>, Chia-Ping Tsai
<chia7712@gmail.com>
Log a message when reading a batch that is larger than the currently
allocated batch.
Reviewers: Colin Patrick McCabe <cmccabe@apache.org>, PoAn Yang
<payang@apache.org>
1. remove org.apache.kafka.raft.OffsetAndEpoch
2. rewrite org.apache.kafka.server.common.OffsetAndEpoch by record
keyword
3. rename OffsetAndEpoch#leaderEpoch to OffsetAndEpoch#epoch
Reviewers: PoAn Yang <payang@apache.org>, Xuan-Zhang Gong
<gongxuanzhangmelt@gmail.com>, Chia-Ping Tsai <chia7712@gmail.com>
Adding the replicaId in the id mismatch log message to be able to
troubleshoot which node sent the erroneous VOTE request.
Reviewers: José Armando García Sancio <jsancio@apache.org>
This change implements upgrading the kraft version from 0 to 1 in existing clusters.
Previously, clusters were formatted with either version 0 or version 1, and could not
be moved between them.
The kraft version for the cluster metadata partition is recorded using the
KRaftVersion control record. If there is no KRaftVersion control record
the default kraft version is 0.
The kraft version is upgraded using the UpdateFeatures RPC. These RPCs
are handled by the QuorumController and FeatureControlManager. This
change adds special handling in the FeatureControlManager so that
upgrades to the kraft.version are directed to
RaftClient#upgradeKRaftVersion.
To allow the FeatureControlManager to call
RaftClient#upgradeKRaftVersion is a non-blocking fashion, the kraft
version upgrade uses optimistic locking. The call to
RaftClient#upgradeKRaftVersion does validations of the version change.
If the validations succeeds, it generates the necessary control records
and adds them to the BatchAccumulator.
Before the kraft version can be upgraded to version 1, all of the
brokers and controllers in the cluster need to support kraft version 1.
The check that all brokers support kraft version 1 is done by the
FeatureControlManager. The check that all of the controllers support
kraft version is done by KafkaRaftClient and LeaderState.
When the kraft version is 0, the kraft leader starts by assuming that
all voters do not support kraft version 1. The leader discovers which
voters support kraft version 1 through the UpdateRaftVoter RPC. The
KRaft leader handles UpdateRaftVoter RPCs by storing the updated
information in-memory until the kraft version is upgraded to version 1.
This state is stored in LeaderState and contains the latest directory
id, endpoints and supported kraft version for each voter.
Only when the KRaft leader has received an UpdateRaftVoter RPC from all
of the voters will it allow the upgrade from kraft.version 0 to 1.
Reviewers: Alyssa Huang <ahuang@confluent.io>, Colin P. McCabe <cmccabe@apache.org>
Separates metadata-related configurations from the `KRaftConfigs` into
the `MetadataLogConfig` class.
Previously, metadata-related configs were placed in `KRaftConfigs`,
which mixed server-related configs (like process.roles) with
metadata-specific ones (like metadata.log.*), leading to confusion and
tight coupling.
In this PR:
- Extract metadata-related config definitions and variables from
`KRaftConfig` into `MetadataLogConfig`.
- Move `node.id` out of `MetadataLogConfig` into `KafkaMetadataLog’s
constructor` to avoid redundant config references.
- Leave server-related configurations in `KRaftConfig`, consistent with
its role.
This separation makes `KafkaConfig` and `KRaftConfig` cleaner, and
aligns with the goal of having a dedicated MetadataLogConfig class for
managing metadata-specific configurations.
Reviewers: PoAn Yang <payang@apache.org>, Ken Huang
<s7133700@gmail.com>, Chia-Ping Tsai <chia7712@gmail.com>
JIRA: KAFKA-18935 This patch ensures the broker will not return null
records in FetchResponse. For more details, please refer to the
ticket.
Reviewers: Ismael Juma <ismael@juma.me.uk>, Chia-Ping Tsai
<chia7712@gmail.com>, Jun Rao <junrao@gmail.com>
Revert some java record migration in #19062#18783
We assume java record is purely immutable data carriers.
As discussed in
https://github.com/apache/kafka/pull/19062#issuecomment-2709637352, if a
class has fields that may be mutable, we shouldn't migrate it to Java
record because the hashcode/equals behavior are changed.
* LogFetchInfo (Records)
* Assignment (successCallback)
* Remove `equals` method from Assignment since `Assignment` is not and
shouldn't be used in Map/Set key.
* RequestAndCompletionHandler (handler)
Reviewers: Chia-Ping Tsai <chia7712@gmail.com>
Given that now we support Java 17 on our brokers, this PR replace the
use of the following in raft module:
- Collections.singletonList() and Collections.emptyList() with List.of()
- Collections.singletonMap() and Collections.emptyMap() with Map.of()
- Collections.singleton() and Collections.emptySet() with Set.of()
- Arrays.asList() with List.of()
Reviewers: Ken Huang <s7133700@gmail.com>, Chia-Ping Tsai
<chia7712@gmail.com>
The generated request data type's constructors take Readable as an input. However, the parse method in the
AbstractRequest takes a ByteBuffer as input. So to create the corresponding request data objects, each individual
concrete Request classes wraps the ByteBuffer into a ByteBufferAccessor.
This is boilerplate code present in all the concrete request classes. This changes AbstractRequest's parse method so that subclasses can simply pass the `Readable` they get directly to request data classes.
The same change is made to the serialize method to maintain symmetry.
Reviewers: Ismael Juma <ismael@juma.me.uk>, José Armando García Sancio
<jsancio@apache.org>, Artem Livshits <alivshits@confluent.io>,
Truc Nguyen <trnguyen@confluent.io>
Rewrite the class in Java and move it to the raft module.
Reviewers: PoAn Yang <payang@apache.org>, TengYao Chi
<kitingiao@gmail.com>, Chia-Ping Tsai <chia7712@gmail.com>
Add validators to the QuorumConfig's configuration definitions.
Reviewers: Mickael Maison <mickael.maison@gmail.com>, Ken Huang <s7133700@gmail.com>, TengYao Chi <kitingiao@gmail.com>
Recently, we found a regression that could have been detected by static
analysis, since a local variable wasn't being passed to a method during
a refactoring, and was left unused. It was fixed in
[7a749b5](7a749b589f),
but almost slipped into 4.0. Unused variables are typically detected by
IDEs, but this is insufficient to prevent these kinds of bugs. This
change enables unused local variable detection in checkstyle for Kafka.
A few notes on the usage:
- There are two situations in which people actually want to have a local
variable but not use it. First, there are `for (Type ignored:
collection)` loops which have to loop `collection.length` number of
times, but that do not use `ignored` in the loop body. These are
typically still easier to read than a classical `for` loop. Second, some
IDEs detect it if a return value of a function such as `File.delete` is
not being used. In this case, people sometimes store the result in an
unused local variable to make ignoring the return value explicit and to
avoid the squiggly lines.
- In Java 22, unsued local variables can be omitted by using a single
underscore `_`. This is supported by checkstyle. In pre-22 versions,
IntelliJ allows such variables to be named `ignored` to suppress the
unused local variable warning. This pattern is often (but not
consistently) used in the Kafka codebase. This is, however, not
supported by checkstyle.
Since we cannot switch to Java 22, yet, and we want to use automated
detection using checkstyle, we have to resort to prefixing the unused
local variables with `@SuppressWarnings("UnusedLocalVariable")`. We have
to apply this in 11 cases across the Kafka codebase. While not being
pretty, I'd argue it's worth it to prevent bugs like the one fixed in
[7a749b5](7a749b589f).
Reviewers: Andrew Schofield <aschofield@confluent.io>, David Arthur
<mumrah@gmail.com>, Matthias J. Sax <matthias@confluent.io>, Bruno
Cadonna <cadonna@apache.org>, Kirk True <ktrue@confluent.io>
Migrate the following data carrier class to records to eliminate
constructors, `equals`, `hashCode`, and `toString`.
* `Entry` in `LogHistory`
* `SnapshotPath`
Additionally, migrate the following classes as discussed:
* OffsetAndEpoch
* LogFetchInfo
* LogAppendInfo
In Java, accessing a field in record class requires parentheses.
In Scala, parentheses are not needed because Scala allows omitting them
when calling parameterless methods; hence, there is no need to change
the Scala code.
Reviewers: Ken Huang <s7133700@gmail.com>, Chia-Ping Tsai <chia7712@gmail.com>
For the KRaft implementation there is a race between the network thread,
which read bytes in the log segments, and the KRaft driver thread, which
truncates the log and appends records to the log. This race can cause
the network thread to send corrupted records or inconsistent records.
The corrupted records case is handle by catching and logging the
CorruptRecordException. The inconsistent records case is handle by only
appending record batches who's partition leader epoch is less than or
equal to the fetching replica's epoch and the epoch didn't change
between the request and response.
For the ISR implementation there is also a race between the network
thread and the replica fetcher thread, which truncates the log and
appends records to the log. This race can cause the network thread send
corrupted records or inconsistent records. The replica fetcher thread
already handles the corrupted record case. The inconsistent records case
is handle by only appending record batches who's partition leader epoch
is less than or equal to the leader epoch in the FETCH request.
Reviewers: Jun Rao <junrao@apache.org>, Alyssa Huang <ahuang@confluent.io>, Chia-Ping Tsai <chia7712@apache.org>
This change implement some of the metrics enumerated in KIP-853.
The KafkaRaftMetrics object now exposes number-of-voters, number-of-observers and uncommitted-voter-change. The number-of-observers and uncommitted-voter-change metrics are only present on the active controller or leader, since it does not make sense for other replicas to report these metrics.
In order to make these two metrics thread-safe, KafkaRaftMetrics needs to be passed into LeaderState, and therefore QuorumState. This introduces a circularity since the KafkaRaftMetrics constructor takes in QuorumState. To break the circularity for now, the logic using QuorumState will be moved to the KafkaRaftMetrics#initialize method.
The BrokerServerMetrics object now exposes ignored-static-voters. The ControllerServerMetrics object now exposes IgnoredStaticVoters. To implement both metrics for "ignored static voters", this PR introduces the ExternalKRaftMetrics interface, which allows for higher layer metrics objects to be accessible within the raft module.
Reviewers: José Armando García Sancio <jsancio@apache.org>
Ensure we always return empty records (including cases where an error is returned).
We also remove `nullable` from `records` since it is effectively expected to be
non-null by a large percentage of clients in the wild.
This behavior regressed in fe56fc9 (KAFKA-18269). Empty records were
previously set via `FetchResponse.recordsOrFail(partitionData)` in the
now-removed `maybeConvertFetchedData` method.
Added an integration test that fails without this fix and also update many
tests to set `records` to `empty` instead of leaving them as `null`.
Reviewers: Chia-Ping Tsai <chia7712@gmail.com>, David Arthur <mumrah@gmail.com>
This PR implements the second part of KIP-996 and KAFKA-16164 (tasks KAFKA-16607, KAFKA-17642, KAFKA-17643, KAFKA-17675) which encompass the response handling of PreVotes, addition of new ProspectiveState, update to metrics, and addition of Raft simulation tests.
Voters now transition to ProspectiveState first before CandidateState to prevent unnecessary epoch bumps. Voters in ProspectiveState send PreVotes requests which are Vote requests with PreVote set to true.
Follower grants PreVotes if it has not yet fetched successfully from leader. Leader denies all PreVotes. Unattached, Prospective, Candidate, and Resigned will grant PreVotes if the requesting replica's log is at least as long as theirs. Granted PreVotes are not persisted like standard votes. It is possible for a voter to grant several PreVotes in the same epoch.
The only state which is allowed to transition directly to CandidateState is ProspectiveState. This happens on reception of majority of granted PreVotes or if at least one voter doesn't support PreVote requests.
Prospective will transition to Follower after election loss/timeout if it was already aware of last known leader and the leader's endpoint, or at any point if it discovers the leader.
Prospective will transition to Unattached after election loss/timeout if it does not know the leader endpoints.
After electionTimeout, Resigned now always transitions to Unattached and increases the epoch.
Prospective grants standard votes if it has not already granted a standard vote (no votedKey), has no leaderId, and the recipient's log is current enough
Candidate no longer backs off after election timeout. Candidate still backs off after election loss.
Reviewers: José Armando García Sancio <jsancio@apache.org>
Relax the voter set change validation that exists in KRaft. When reading the kraft partition and validating voter set changes allow the voter set to have more than one change.
This violates the invariant that after a voter change there are overlapping voters for all possible majorities. This is okay because the KRaft leader checks that there are no pending voter set updates when handling an add voter request and a remove voter request.
Reviewers: José Armando García Sancio <jsancio@apache.org>
Currently, the log of LeaderState#timeUntilCheckQuorumExpires uses streams without a terminal operator, resulting in output like java.util.stream.ReferencePipeline$3@39660237.
This PR aims to fix this issue and improve the log message.
Reviewers: Luke Chen <showuon@gmail.com>
Included in this change:
1. Remove deprecated protocol api versions from json files.
3. Remove fields that are no longer used from json files (affects ListOffsets, OffsetCommit, DescribeConfigs).
4. Remove record down-conversion support from KafkaApis.
5. No longer return `Errors.UNSUPPORTED_COMPRESSION_TYPE` on the fetch path[1].
6. Deprecate `TopicConfig. MESSAGE_DOWNCONVERSION_ENABLE_CONFIG` and made the relevant
configs (`message.downconversion.enable` and `log.message.downcoversion.enable`) no-ops since
down-conversion is no longer supported. It was an oversight not to deprecate this via KIP-724.
7. Fix `shouldRetainsBufferReference` to handle null request schemas for a given version.
8. Simplify producer logic since it only supports the v2 record format now.
9. Fix tests so they don't exercise protocol api versions that have been removed.
10. Add upgrade note.
Testing:
1. System tests have a lot of failures, but those tests fail for trunk too and I didn't see any issues specific to this change - it's hard to be sure given the number of failing tests, but let's not block on that given the other testing that has been done (see below).
3. Java producers and consumers with version 0.9-0.10.1 don't have api versions support and hence they fail in an ungraceful manner: the broker disconnects and the clients reconnect until the relevant timeout is triggered.
4. Same thing seems to happen for the console producer 0.10.2 although it's unclear why since api versions should be supported. I will look into this separately, it's unlikely to be related to this PR.
5. Console consumer 0.10.2 fails with the expected error and a reasonable message[2].
6. Console producer and consumer 0.11.0 works fine, newer versions should naturally also work fine.
7. kcat 1.5.0 (based on librdkafka 1.1.0) produce and consume fail with a reasonable message[3][4].
8. kcat 1.6.0-1.7.0 (based on librdkafka 1.5.0 and 1.7.0 respectively) consume fails with a reasonable message[5].
9. kcat 1.6.0-1.7.0 produce works fine.
10. kcat 1.7.1 (based on librdkafka 1.8.2) works fine for consumer and produce.
11. confluent-go-client (librdkafka based) 1.8.2 works fine for consumer and produce.
12. I will test more clients, but I don't think we need to block the PR on that.
Note that this also completes part of KIP-724: produce v2 and lower as well as fetch v3 and lower are no longer supported.
Future PRs will remove conditional code that is no longer needed (some of that has been done in KafkaApis,
but only what was required due to the schema changes). We can probably do that in master only as it does
not change behavior.
Note that I did not touch `ignorable` fields even though some of them could have been
changed. The reasoning is that this could result in incompatible changes for clients
that use new protocol versions without setting such fields _if_ we don't manually
validate their presence. I will file a JIRA ticket to look into this carefully for each
case (i.e. if we do validate their presence for the appropriate versions, we can
set them to ignorable=false in the json file).
[1] We would return this error if a fetch < v10 was used and the compression topic config was set
to zstd, but we would not do the same for the case where zstd was compressed at the producer
level (the most common case). Since there is no efficient way to do the check for the common
case, I made it consistent for both by having no checks.
[2] ```org.apache.kafka.common.errors.UnsupportedVersionException: The broker is too new to support JOIN_GROUP version 1```
[3]```METADATA|rdkafka#producer-1| [thrd:main]: localhost:9092/bootstrap: Metadata request failed: connected: Local: Required feature not supported by broker (0ms): Permanent```
[4]```METADATA|rdkafka#consumer-1| [thrd:main]: localhost:9092/bootstrap: Metadata request failed: connected: Local: Required feature not supported by broker (0ms): Permanent```
[5] `ERROR: Topic test-topic [0] error: Failed to query logical offset END: Local: Required feature not supported by broker`
Reviewers: David Arthur <mumrah@gmail.com>
Introduces v2 of Vote RPC and implements the handling of the new version of the RPC.
Many references to "candidate" in the Vote RPC are changed to the more generic "replica". Replicas sending Vote request with PreVote set to true are not candidate. They are instead prospective candidate that are attempting to become candidate.
Replicas receiving PreVote requests (vote request with PreVote=true) with an epoch equal to their own will _not_ transition to Unattached state. They will only grant the vote if they have not recently fetched from leader and the request's last epoch and offset are up-to-date with theirs.
If a replica receives a PreVote request with an epoch greater than their current epoch, they will transition to Unattached state (setting their epoch to the one from the pre-vote request) and then grant the vote if the request's last epoch and offset are up-to-date with theirs.
To avoid a possible ping-pong scenario. For example, there is 3 node quorum, leader node A disconnects from quorum, node B goes into prospective state first before node C, node B sends pre-vote request to node C still in follower state and receives back that node A is leader, node B transitions to follower while node C transitions to prospective after election timeout. If you repeat this interaction, it is possible for such replicas to transition from Follower to Prospective in perpetuity. This issue is resolved by having follower state nodes grant pre-vote requests only if they have successfully fetched from the leader at least once after becoming a follower.
This change introduces a new suite called KafkaRaftClientPreVoteTest, for additional KRaft protocol tests with respect to pre-vote.
Reviewers: José Armando García Sancio <jsancio@apache.org>
This pull request replaces Log4j with Log4j2 across the entire project, including dependencies, configurations, and code. The notable changes are listed below:
1. Introduce Log4j2 Instead of Log4j
2. Change Configuration File Format from Properties to YAML
3. Adds warnings to notify users if they are still using Log4j properties, encouraging them to transition to Log4j2 configurations
Co-authored-by: Lee Dongjin <dongjin@apache.org>
Reviewers: Luke Chen <showuon@gmail.com>, Mickael Maison <mickael.maison@gmail.com>, Chia-Ping Tsai <chia7712@gmail.com>
Because the set of voters are dynamic (KIP-953), it is possible for a replica to believe they are a voter while the current leader doesn't have that replica in the voter set. In this replicated state, the leader will not sent BeginQuorumEpoch requests to such a replica. This means that such replicas will not be able to discover the leader.
This change will help Unattached rediscover the leader by sending Fetch requests to the the bootstrap servers.
Followers have a similar issue - if they are unable to communicate with the leader they should try contacting the bootstrap servers.
Reviewers: José Armando García Sancio <jsancio@apache.org>
When KafkaRaftClient receives a request to create a snapshot with end offset that is not aligned to a batch boundary, do not create a misaligned snapshot and instead log at info level and throw an IllegalArgumentException.
Checking that the end offset is at a batch boundary is performed by reading the log at snapshotId.offset() and checking whether the offset in question is the base offset of the returned batch.
Reviewers: José Armando García Sancio <jsancio@apache.org>
Improve descriptive information in Kafka protocol documentation.
Reviewers: Mickael Maison <mickael.maison@gmail.com>, Andrew Schofield <aschofield@confluent.io>, Apoorv Mittal <apoorvmittal10@gmail.com>
Currently the validation of feature upgrade relies on the supported version range generated during registration. For a given feature, its max supported feature version in production is set to be the default version value (the latest feature version with bootstrap metadata value smaller or equal to the latest production metadata value).
This patch introduces a LATEST_PRODUCTION value independent from the metadata version to each feature so that the highest supported feature version can be customized by the feature owner.
The change only applies to dynamic feature upgrade. During formatting, we still use the default value associated the metadata version.
Reviewers: Justine Olshan <jolshan@confluent.io>, Jun Rao <junrao@gmail.com>
Adds support for UpdateRaftVoterRequest in KafkaNetworkChannel. This addresses the following scenario:
* Bootstrap a KRaft Controller quorum in dynamic mode
* Start additional controllers (as observers)
* Update kraft.version feature from 0 to 1
* Use kafka-metadata-quorum add-controller to promote an observer controller to a follower
Reviewers: Colin Patrick McCabe <cmccabe@apache.org>, Alyssa Huang <ahuang@confluent.io>
KAFKA-16534 introduced a change to send UpdateVoterRequest every "3 * fetchTimeoutMs" if the voter's configure endpoints are different from the endpoints persisted in the KRaft log. It also introduced a regression where if the voter nodes do not need an update then updateVoterTimer wasn't reset. This resulted in a busy-loop in KafkaRaftClient#poll method resulting in high CPU usage.
This PR modifies the conditions in pollFollowerAsVoter to reset updateVoterTimer appropriately.
Reviewers: José Armando García Sancio <jsancio@apache.org>
When a replica restarts in the follower state it is possible for the set of leader endpoints to not match the latest set of leader endpoints. Voters will discover the latest set of leader endpoints through the BEGIN_QUORUM_EPOCH request. This means that KRaft needs to allow for the replica to transition from Follower to Follower when only the set of leader endpoints has changed.
Reviewers: Colin P. McCabe <cmccabe@apache.org>, Alyssa Huang <ahuang@confluent.io>
This change fixes a few issues.
KAFKA-17608; KRaft controller crashes when active controller is removed
When a control batch is committed, the quorum controller currently increases the last stable offset but fails to create a snapshot for that offset. This causes an issue if the quorum controller renounces and needs to revert to that offset (which has no snapshot present). Since the control batches are no-ops for the quorum controller, it does not need to update its offsets for control records. We skip handle commit logic for control batches.
KAFKA-17604; Describe quorum output missing added voters endpoints
Describe quorum output will miss endpoints of voters which were added via AddRaftVoter. This is due to a bug in LeaderState's updateVoterAndObserverStates which will pull replica state from observer states map (which does not include endpoints). The fix is to populate endpoints from the lastVoterSet passed into the method.
Reviewers: José Armando García Sancio <jsancio@apache.org>, Colin P. McCabe <cmccabe@apache.org>, Chia-Ping Tsai <chia7712@apache.org>
José Armando García Sancio
Ken Huang
Alyssa Huang
Nick Guo
YuChia Ma
NICOLAS GUYOMAR
leaf-soba
Logan Zhu
TengYao Chi
Ming-Yen Chung
Sanskar Jhajharia
Vikas Singh
Mickael Maison
TaiJuWu
Lucas Brutschy
Parker Chang
kevin-wu24
Ismael Juma
Hailey Ni
PoAn Yang
yx9o
Dongnuo Lyu
Justin Lee
Linsiyuan9
Mahsa Seifikar
Kuan-Po Tseng
Gaurav Narula