Description:
Implementing CDC changes using Logical Replication to avoid
re-publishing events multiple times by setting up replication origin
session, which will add "DoNotReplicateId" to every WAL entry.
- shard splits
- shard moves
- create distributed table
- undistribute table
- alter distributed tables (for some cases)
- reference table operations
The citus decoder which will be decoding WAL events for CDC clients,
ignores any WAL entry with replication origin that is not zero.
It also maps the shard names to distributed table names.
Now that we will soon add another table type having DISTRIBUTE_BY_NONE
as distribution method and that we want the code to interpret such
tables mostly as distributed tables, let's make the definition of those
other two table types more strict by removing
CITUS_TABLE_WITH_NO_DIST_KEY
macro.
And instead, use HasDistributionKey() check in the places where the
logic applies to all table types that have / don't have a distribution
key. In future PRs, we might want to convert some of those
HasDistributionKey() checks if logic only applies to Citus local /
reference tables, not the others.
And adding HasDistributionKey() also allows us to consider having
DISTRIBUTE_BY_NONE as the distribution method as a "table attribute"
that can apply to distributed tables too, rather something that
determines the table type.
In #6314 I refactored the connection cleanup to be simpler to
understand and use. However, by doing so I introduced a use-after-free
possibility (that valgrind luckily picked up):
In the `ShouldShutdownConnection` path of
`AfterXactHostConnectionHandling`
we free connections without removing the `transactionNode` from the
dlist that it might be part of. Before the refactoring this wasn't a
problem, because the dlist would be completely reset quickly after in
`ResetGlobalVariables` (without reading or writing the dlist entries).
The refactoring changed this by moving the `dlist_delete` call to
`ResetRemoteTransaction`, which in turn was called in the
`!ShouldShutdownConnection` path of `AfterXactHostConnectionHandling`.
Thus this `!ShouldShutdownConnection` path would now delete from the
`dlist`, but the `ShouldShutdownConnection` path would not. Thus to
remove itself the deleting path would sometimes update nodes in the list
that were freed right before.
There's two ways of fixing this:
1. Call `dlist_delete` from **both** of paths.
2. Call `dlist_delete` from **neither** of the paths.
This commit implements the second approach, and #6684 implements the
first. We need to choose which approach we prefer.
To make calling `dlist_delete` from both paths actually work, we also need
to use a slightly different check to determine if we need to call dlist_delete.
Various regression tests showed that there can be cases where the
`transactionState` is something else than `REMOTE_TRANS_NOT_STARTED`
but the connection was not added to the `InProgressTransactions` list
One example of such a case is when running `TransactionStateMachine`
without calling `StartRemoteTransactionBegin` beforehand. In those
cases the connection won't be added to `InProgressTransactions`, but
the `transactionState` is changed to `REMOTE_TRANS_SENT_COMMAND`.
Sidenote: This bug already existed in 11.1, but valgrind didn't catch it
back then. My guess is that this happened because #6314 was merged after
the initial release branch was cut.
Fixes#6638
The original implementation of GPIDs didn't work correctly when using
`pg_dist_poolinfo` together with PgBouncer. The reason is that it
assumed that once a connection was made to a worker, the originating
GPID should stay the same for ever. But when pg_dist_poolinfo is used
this isn't the case, because the same connection on the worker might be
used by different backends of the coordinator.
This fixes that issue by updating the GPID whenever a new application
name is set on a connection. This is the only thing that's needed,
because PgBouncer already sets the application name correctly on the
server connection whenever a client is updated.
In #6412 I made a change to not re-assign the global PID if it was
already set. This inadvertently introduced a regression where `userId`
and `databaseId` would not be set on the backend data when the global
PID was assigned in the authentication hook.
This fixes it by doing two things:
1. Removing `userId` from `BackendData`, since it's not used anywhere
anyway.
2. Move assignment of `databaseId` to dedicated
`SetBackendDataDatabaseId` function, that isn't a no-op when global
pid is already set.
Since #6412 is not released yet this does not need a description.
When debugging issues it's quite useful to see the originating gpid in
the application_name of a query on a worker. This already happens for
most queries, but not for queries created by the rebalancer or by
run_command_on_worker. This adds a gpid to those two application_names
too.
Note, that if the GPID of the new application_names is different than
the current GPID of the backend the backend will continue to keep
the old gpid as its actual GPID. This PR is just meant to make sure
that the application_name is as useful as it can be for users to
look at. Updating of gpids will be done in a follow-up PR, and
adding gpids to all internal connections will make this easier.
(Hopefully) Fixes#5000.
If memory allocation done for `SubXactContext *state` in `PushSubXact()`
fails, then `PopSubXact()` might segfault, for example, when grabbing
the
topmost `SubXactContext` from `activeSubXactContexts` if this is the
first
ever subxact within the current xact, with the following stack trace:
```c
citus.so!list_nth_cell(const List * list, int n) (\opt\pgenv\pgsql-14.3\include\server\nodes\pg_list.h:260)
citus.so!PopSubXact(SubTransactionId subId) (\home\onurctirtir\citus\src\backend\distributed\transaction\transaction_management.c:761)
citus.so!CoordinatedSubTransactionCallback(SubXactEvent event, SubTransactionId subId, SubTransactionId parentSubid, void * arg) (\home\onurctirtir\citus\src\backend\distributed\transaction\transaction_management.c:673)
CallSubXactCallbacks(SubXactEvent event, SubTransactionId mySubid, SubTransactionId parentSubid) (\opt\pgenv\src\postgresql-14.3\src\backend\access\transam\xact.c:3644)
AbortSubTransaction() (\opt\pgenv\src\postgresql-14.3\src\backend\access\transam\xact.c:5058)
AbortCurrentTransaction() (\opt\pgenv\src\postgresql-14.3\src\backend\access\transam\xact.c:3366)
PostgresMain(int argc, char ** argv, const char * dbname, const char * username) (\opt\pgenv\src\postgresql-14.3\src\backend\tcop\postgres.c:4250)
BackendRun(Port * port) (\opt\pgenv\src\postgresql-14.3\src\backend\postmaster\postmaster.c:4530)
BackendStartup(Port * port) (\opt\pgenv\src\postgresql-14.3\src\backend\postmaster\postmaster.c:4252)
ServerLoop() (\opt\pgenv\src\postgresql-14.3\src\backend\postmaster\postmaster.c:1745)
PostmasterMain(int argc, char ** argv) (\opt\pgenv\src\postgresql-14.3\src\backend\postmaster\postmaster.c:1417)
main(int argc, char ** argv) (\opt\pgenv\src\postgresql-14.3\src\backend\main\main.c:209)
```
For this reason, to be more defensive against memory-allocation errors
that could happen at `PushSubXact()`, now we use our pre-allocated
memory
context for the objects created in `PushSubXact()`.
This commit also attempts reducing the memory allocations done under
CommitContext to reduce the chances of consuming all the memory
available
to CommitContext.
Note that it's problematic to encounter with such a memory-allocation
error for other objects created in `PushSubXact()` as well, so above is
an **example** scenario that might result in a segfault.
DESCRIPTION: Fixes a bug that might cause segfaults when handling deeply
nested subtransactions
DESCRIPTION: Fix bug in global PID assignment for rebalancer
sub-connections
In CI our isolation_shard_rebalancer_progress test would sometimes fail
like this:
```diff
+isolationtester: canceling step s1-rebalance-c1-block-writes after 60 seconds
step s1-rebalance-c1-block-writes:
SELECT rebalance_table_shards('colocated1', shard_transfer_mode:='block_writes');
- <waiting ...>
+
+ERROR: canceling statement due to user request
step s7-get-progress:
```
Source:
https://app.circleci.com/pipelines/github/citusdata/citus/27855/workflows/2a7e335a-f3e8-46ed-b6bd-6920d42f7214/jobs/831710
It turned out this was an actual bug in the way our assigning of global
PIDs interacts with the way we connect to ourselves as the shard
rebalancer. The first command the shard rebalancer sends is a SET
ommand to change the application_name to `citus_rebalancer`. If
`StartupCitusBackend` is called after this command is processed, then it
overwrites the global PID that was extracted from the previous
application_name. This makes sure that we don't do that, and continue to
use the original global PID. While it might seem that we only call
`StartupCitusBackend` once for each query backend, this isn't actually
the case. Whenever pg_dist_partition gets ANALYZEd by autovacuum
we indirectly call `StartupCitusBackend` again, because we invalidate
the cache then.
In passing this fixes two other things as well:
1. It sets `distributedCommandOriginator` correctly in
`AssignGlobalPID`, by using IsExternalClientBackend(). This doesn't
matter much anymore, since AssignGlobalPID effectively becomes a
no-op in this PR for any non-external client backends.
2. It passes the application_name to InitializeBackendData in
StartupCitusBackend, instead of INVALID_CITUS_INTERNAL_BACKEND_GPID
(which effectively got casted to NULL). In practice this doesn't
change the behaviour of the call, since the call is a no-op for every
backend except the maintenance daemon. And the behaviour of the call
is the same for NULL as for the application_name of the maintenance
daemon.
In Split, Logical replication logic and ShardCleaner we call
`SendCommandListToWorkerOutsideTransaction` and
`SendOptionalCommandListToWorkerOutsideTransaction` frequently. This
opens new connection for each of those calls, even though we already
have a perfectly good connection lying around.
This PR adds two new APIs
`SendCommandListToWorkerOutsideTransactionWithConnection` and
`SendOptionalCommandListToWorkerOutsideTransactionWithConnection` that
allow sending a list of queries in a transaction over an existing
connection. We also update the callers (Split, ShardCleaner, Logical
Replication) to use these new APIs instead.
Co-authored-by: Nitish Upreti <niupre@microsoft.com>
Co-authored-by: Onder Kalaci <onderkalaci@gmail.com>
DESCRIPTION:
This PR adds support for 'Deferred Drop' and robust 'Shard Cleanup' for Splits.
Common Infrastructure
This PR introduces new common infrastructure so as any operation that wants robust cleanup of resources can register with the cleaner and have the resources cleaned appropriately based on a specified policy. 'Shard Split' is the first consumer using this new infrastructure.
Note : We only support adding 'shards' as resources to be cleaned-up right now but the framework will be extended to support other resources in future.
Deferred Drop for Split
Deferred Drop Support ensures that shards undergoing split are not dropped inline as part of operation but dropped later when no active read queries are running on shard. This helps with :
Avoids any potential deadlock scenarios that can cause long running Split operation to rollback.
Avoids Split operation blocking writes and then getting blocked (due to running queries on the shard) when trying to drop shards.
Deferred drop is the new default behavior going forward.
Shard Cleaner Extension
Shard Cleaner is a background task responsible for deferred drops in case of 'Move' operations.
The cleaner has been extended to ensure robust cleanup of shards (dummy shards and split children) in case of a failure based on the new infrastructure mentioned above. The cleaner also handles deferred drop for 'Splits'.
TESTING:
New test ''citus_split_shard_by_split_points_deferred_drop' to test deferred drop support.
New test 'failure_split_cleanup' to test shard cleanup with failures in different stages.
Update 'isolation_blocking_shard_split and isolation_non_blocking_shard_split' for deferred drop.
Added non-deferred drop version of existing tests : 'citus_split_shard_no_deferred_drop' and 'citus_non_blocking_splits_no_deferred_drop'
Sometimes in CI our isolation_citus_dist_activity test fails randomly
like this:
```diff
step s2-view-dist:
SELECT query, citus_nodename_for_nodeid(citus_nodeid_for_gpid(global_pid)), citus_nodeport_for_nodeid(citus_nodeid_for_gpid(global_pid)), state, wait_event_type, wait_event, usename, datname FROM citus_dist_stat_activity WHERE query NOT ILIKE ALL(VALUES('%pg_prepared_xacts%'), ('%COMMIT%'), ('%BEGIN%'), ('%pg_catalog.pg_isolation_test_session_is_blocked%'), ('%citus_add_node%')) AND backend_type = 'client backend' ORDER BY query DESC;
query |citus_nodename_for_nodeid|citus_nodeport_for_nodeid|state |wait_event_type|wait_event|usename |datname
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------+-------------------------+-------------------+---------------+----------+--------+----------
INSERT INTO test_table VALUES (100, 100);
|localhost | 57636|idle in transaction|Client |ClientRead|postgres|regression
-(1 row)
+
+ SELECT coalesce(to_jsonb(array_agg(csa_from_one_node.*)), '[{}]'::JSONB)
+ FROM (
+ SELECT global_pid, worker_query AS is_worker_query, pg_stat_activity.* FROM
+ pg_stat_activity LEFT JOIN get_all_active_transactions() ON process_id = pid
+ ) AS csa_from_one_node;
+ |localhost | 57636|active | | |postgres|regression
+(2 rows)
step s3-view-worker:
```
Source: https://app.circleci.com/pipelines/github/citusdata/citus/26692/workflows/3406e4b4-b686-4667-bec6-8253ee0809b1/jobs/765119
I intended to fix this with #6263, but the fix turned out to be
insufficient. This PR tries to address the issue by setting
distributedCommandOriginator correctly in more situations. However, even
with this change it's still possible to reproduce the flaky test in CI.
In any case this should fix at least some instances of this issue.
In passing this changes the isolation_citus_dist_activity test to allow
running it multiple times in a row.
Sometimes in CI our isolation_citus_dist_activity test fails randomly
like this:
```diff
step s2-view-dist:
SELECT query, citus_nodename_for_nodeid(citus_nodeid_for_gpid(global_pid)), citus_nodeport_for_nodeid(citus_nodeid_for_gpid(global_pid)), state, wait_event_type, wait_event, usename, datname FROM citus_dist_stat_activity WHERE query NOT ILIKE ALL(VALUES('%pg_prepared_xacts%'), ('%COMMIT%'), ('%BEGIN%'), ('%pg_catalog.pg_isolation_test_session_is_blocked%'), ('%citus_add_node%')) AND backend_type = 'client backend' ORDER BY query DESC;
query |citus_nodename_for_nodeid|citus_nodeport_for_nodeid|state |wait_event_type|wait_event|usename |datname
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------+-------------------------+-------------------+---------------+----------+--------+----------
INSERT INTO test_table VALUES (100, 100);
|localhost | 57636|idle in transaction|Client |ClientRead|postgres|regression
-(1 row)
+
+ SELECT coalesce(to_jsonb(array_agg(csa_from_one_node.*)), '[{}]'::JSONB)
+ FROM (
+ SELECT global_pid, worker_query AS is_worker_query, pg_stat_activity.* FROM
+ pg_stat_activity LEFT JOIN get_all_active_transactions() ON process_id = pid
+ ) AS csa_from_one_node;
+ |localhost | 57636|active | | |postgres|regression
+(2 rows)
step s3-view-worker:
```
Source: https://app.circleci.com/pipelines/github/citusdata/citus/26605/workflows/56d284d2-5bb3-4e64-a0ea-7b9b1626e7cd/jobs/760633
The reason for this is that citus_dist_stat_activity sometimes shows the
query that it uses itself to get the data from pg_stat_activity. This is
actually a bug, because it's a worker query and thus shouldn't show up
there. To try and solve this bug, we remove two small opportunities for a
race condition. These race conditions could happen when the backenddata
was marked as active, but the distributedCommandOriginator was not set
correctly yet/anymore. There was an opportunity for this to happen both
during connection start and shutdown.
DESCRIPTION: Use faster custom copy logic for non-blocking shard moves
Non-blocking shard moves consist of two main phases:
1. Initial data copy
2. Catchup phase
This changes the first of these phases significantly. Previously we used the
copy logic provided by postgres subscriptions. This meant we didn't have
to implement it ourselves, but it came with the downside of little control.
When implementing shard splits we needed more control to even make it
work, so we implemented our own logic for copying data between nodes.
This PR starts using that logic for non-blocking shard moves. Doing so
has four main advantages:
1. It uses COPY in binary format when possible, which is cheaper to encode
and decode. Furthermore it very often results in less data that needs to
be sent over the network.
2. It allows us to create the primary key (or other replica identity) after doing
the initial data copy. This should give some speed up over the total run,
because creating an index is bulk is much faster than incrementally building it.
3. It doesn't require a replication slot per parallel copy. Increasing the maximum
number of replication slots uses resources in postgres, even if they are not used.
So reducing the number of replication slots that shard moves need is nice.
4. Logical replication table_sync workers are slow to start up, so if lots of shards
need to be copied that can make it quite slow. This can happen easily when
combining Postgres partitioning with Citus.
We used to only check whether the PID is valid
or not. However, Postgres does not necessarily
set the PID of the backend to 0 when it exists.
Instead, we need to be able to check it from procArray.
IsBackendPid() is what pg_stat_activity also relies
on for a similar purpose.
* Remove if conditions with PG_VERSION_NUM < 13
* Remove server_above_twelve(&eleven) checks from tests
* Fix tests
* Remove pg12 and pg11 alternative test output files
* Remove pg12 specific normalization rules
* Some more if conditions in the code
* Change RemoteCollationIdExpression and some pg12/pg13 comments
* Remove some more normalization rules
Similar to #5897, one more step for running Citus with PG 15.
This PR at least make Citus run with PG 15. I have not tried running the tests with PG 15.
Shmem changes are based on 4f2400cb3f
Compile breaks are mostly due to #6008
This PR makes all of the features open source that were previously only
available in Citus Enterprise.
Features that this adds:
1. Non blocking shard moves/shard rebalancer
(`citus.logical_replication_timeout`)
2. Propagation of CREATE/DROP/ALTER ROLE statements
3. Propagation of GRANT statements
4. Propagation of CLUSTER statements
5. Propagation of ALTER DATABASE ... OWNER TO ...
6. Optimization for COPY when loading JSON to avoid double parsing of
the JSON object (`citus.skip_jsonb_validation_in_copy`)
7. Support for row level security
8. Support for `pg_dist_authinfo`, which allows storing different
authentication options for different users, e.g. you can store
passwords or certificates here.
9. Support for `pg_dist_poolinfo`, which allows using connection poolers
in between coordinator and workers
10. Tracking distributed query execution times using
citus_stat_statements (`citus.stat_statements_max`,
`citus.stat_statements_purge_interval`,
`citus.stat_statements_track`). This is disabled by default.
11. Blocking tenant_isolation
12. Support for `sslkey` and `sslcert` in `citus.node_conninfo`
It is often useful to be able to sync the metadata in parallel
across nodes.
Also citus_finalize_upgrade_to_citus11() uses
start_metadata_sync_to_primary_nodes() after this commit.
Note that this commit does not parallelize all pieces of node
activation or metadata syncing. Instead, it tries to parallelize
potenially large parts of metadata, which is the objects and
distributed tables (in general Citus tables).
In the future, it would be nice to sync the reference tables
in parallel across nodes.
Create ~720 distributed tables / ~23450 shards
```SQL
-- declaratively partitioned table
CREATE TABLE github_events_looooooooooooooong_name (
event_id bigint,
event_type text,
event_public boolean,
repo_id bigint,
payload jsonb,
repo jsonb,
actor jsonb,
org jsonb,
created_at timestamp
) PARTITION BY RANGE (created_at);
SELECT create_time_partitions(
table_name := 'github_events_looooooooooooooong_name',
partition_interval := '1 day',
end_at := now() + '24 months'
);
CREATE INDEX ON github_events_looooooooooooooong_name USING btree (event_id, event_type, event_public, repo_id);
SELECT create_distributed_table('github_events_looooooooooooooong_name', 'repo_id');
SET client_min_messages TO ERROR;
```
across 1 node: almost same as expected
```SQL
SELECT start_metadata_sync_to_primary_nodes();
Time: 15664.418 ms (00:15.664)
select start_metadata_sync_to_node(nodename,nodeport) from pg_dist_node;
Time: 14284.069 ms (00:14.284)
```
across 7 nodes: ~3.5x improvement
```SQL
SELECT start_metadata_sync_to_primary_nodes();
┌──────────────────────────────────────┐
│ start_metadata_sync_to_primary_nodes │
├──────────────────────────────────────┤
│ t │
└──────────────────────────────────────┘
(1 row)
Time: 25711.192 ms (00:25.711)
-- across 7 nodes
select start_metadata_sync_to_node(nodename,nodeport) from pg_dist_node;
Time: 82126.075 ms (01:22.126)
```
* Bug fix for bug #5876. Memset MetadataCacheSystem every time there is an abort
* Created an ObjectAccessHook that saves the transactionlevel of when citus was created and will clear metadatacache if that transaction level is rolled back. Added additional tests to make sure metadatacache is cleared
Breaking down #5899 into smaller PR-s
This particular PR changes the way TRUNCATE acquires distributed locks on the relations it is truncating to use the LOCK command instead of lock_relation_if_exists. This has the benefit of using pg's recursive locking logic it implements for the LOCK command instead of us having to resolve relation dependencies and lock them explicitly. While this does not directly affect truncate, it will allow us to generalize this locking logic to then log different relations where the pg recursive locking will become useful (e.g. locking views).
This implementation is a bit more complex that it needs to be due to pg not supporting locking foreign tables. We can however, still lock foreign tables with lock_relation_if_exists. So for a command:
TRUNCATE dist_table_1, dist_table_2, foreign_table_1, foreign_table_2, dist_table_3;
We generate and send the following command to all the workers in metadata:
```sql
SEL citus.enable_ddl_propagation TO FALSE;
LOCK dist_table_1, dist_table_2 IN ACCESS EXCLUSIVE MODE;
SELECT lock_relation_if_exists('foreign_table_1', 'ACCESS EXCLUSIVE');
SELECT lock_relation_if_exists('foreign_table_2', 'ACCESS EXCLUSIVE');
LOCK dist_table_3 IN ACCESS EXCLUSIVE MODE;
SEL citus.enable_ddl_propagation TO TRUE;
```
Note that we need to alternate between the lock command and lock_table_if_exists in order to preserve the TRUNCATE order of relations.
When pg supports locking foreign tables, we will be able to massive simplify this logic and send a single LOCK command.
Adds support for propagating create/drop view commands and views to
worker node while scaling out the cluster. Since views are dropped while
converting the table type, metadata connection will be used while
propagating view commands to not switch to sequential mode.
In the past, for all modifications on the local execution,
we enabled 2PC (with 6a7ed7b309).
This also required us to enable coordinated transactions
via https://github.com/citusdata/citus/pull/4831 .
However, it does have a very substantial impact on the
distributed deadlock detection. The distributed deadlock
detection is designed to avoid single-statement transactions
because they cannot lead to any actual deadlocks.
The implementation is to skip backends without distributed
transactions are assigned. Now that we assign single
statement local executions in the lock graphs, we are
conflicting with the design of distributed deadlock
detection.
In general, we should fix it. However, one might
think that it is not a big deal, even if the processes
show up in the lock graphs, the deadlock detection
should not be causing any false positives. That is
false, unless https://github.com/citusdata/citus/issues/1803
is fixed. Now that local processes are considered as a single
distributed backend, the lock graphs might find:
local execution 1 [tx id: 1] -> any local process [tx id: 0]
any local process [tx id: 0] -> local execution 2 [tx id: 2]
And, decides that there is a distributed deadlock.
This commit is:
(a) right thing to do, as local execuion should not need any
distributed tx id
(b) Eliminates performance issues that might come up with
deadlock detection does a lot of unncessary checks
(c) After moving local execution after the remote execution
via https://github.com/citusdata/citus/pull/4301, the
vauge requirement for assigning distributed tx ids are
already gone.
If a worker node is being added, a command is sent to get the server_id of the worker from the pg_dist_node_metadata table. If the worker's id is the same as the node executing the code, we will know the node is trying to add itself. If the node tries to add itself without specifying `groupid:=0` the operation will result in an error.
1) Remove useless columns
2) Show backends that are blocked on a DDL even before
gpid is assigned
3) One minor bugfix, where we clear distributedCommandOriginator
properly.
And also citus_calculate_gpid(nodeId,pid). These UDFs are just
wrappers for the existing functions. Useful for testing and simple
manipulation of citus_stat_activity.
It seems like our approach is way too restrictive and some places
are wrong. Now, we follow very similar approach to pg_stat_activity.
Some of the changes are pre-requsite for implementing citus_dist_stat_activity
via citus_stat_activity.
CitusInitiatedBackend was a pre-mature implemenation of the whole
GlobalPID infrastructure. We used it to track whether any individual
query is triggered by Citus or not.
As of now, after GlobalPID is already in place, we don't need
CitusInitiatedBackend, in fact it could even be wrong.
Before this commit, dumping wait edges can only be used for
distributed deadlock detection purposes. With this commit,
we open the possibility that we can use it for any backend.
aykutbozkurt
Marco Slot
rajeshkt78
Onur Tirtir
Jelte Fennema
Philip Dubé
Marco Slot
Nitish Upreti
Jelte Fennema
Teja Mupparti
Onder Kalaci
Naisila Puka
Ahmet Gedemenli
Ying Xu
Gledis Zeneli
Burak Velioglu
Jeff Davis
Hanefi Onaldi
Halil Ozan Akgül