472 Commits

Author SHA1 Message Date
cai.zhang
b2fa3dd0ae
fix: Disable VCS to allow pkg tests to run (#46501)
### **Description**
- Add `-buildvcs=false` flag to Go test commands in coverage script

- Increase default session TTL from 10s to 15s

- Update SessionTTL parameter default value from 30 to 15


Signed-off-by: Cai Zhang <cai.zhang@zilliz.com>
Co-authored-by: bigsheeper <yihao.dai@zilliz.com>
Co-authored-by: chyezh <chyezh@outlook.com>
Co-authored-by: czs007 <zhenshan.cao@zilliz.com>
2025-12-25 14:31:19 +08:00
yihao.dai
5b97cb70a0
enhance: Support delaying scanner startup (#46369)
Introduce a ScannerStartupDelay configuration to enable WAL write-only
recovery, allowing fence messages to be persisted during
primary–secondary switchover when the StreamingNode is trapped in crash
loops.

issue: https://github.com/milvus-io/milvus/issues/46368

<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit

* **New Features**
* Added a configurable WAL scanner pause/resume and a consumer request
flag to optionally ignore pause signals.

* **Metrics**
* Added a scanner pause gauge and pause-duration tracking for WAL
scanning.

* **Tests**
* Added coverage for pause-consumption behavior and cleanup in stream
client tests.

* **Chores**
* Consolidated flush-all logging into a single field and added a helper
for bulk message conversion.

<sub>✏️ Tip: You can customize this high-level summary in your review
settings.</sub>
<!-- end of auto-generated comment: release notes by coderabbit.ai -->

---------

Signed-off-by: bigsheeper <yihao.dai@zilliz.com>
2025-12-24 11:53:19 +08:00
XuanYang-cn
99b53316e5
enhance: Set latestDeletePos from L0 segments to bound L1 selection (#46436)
This commit refines L0 compaction to ensure data consistency by properly
setting the delete position boundary for L1 segment selection.

Key Changes:
1. L0 View Trigger Sets latestDeletePos for L1 Selection
2. Filter L0 Segments by Growing Segment Position in policy, not in
views
3. Renamed LevelZeroSegmentsView to LevelZeroCompactionView
4. Renamed fields for semantic clarity: * segments -> l0Segments *
earliestGrowingSegmentPos -> latestDeletePos
5. Update Default Compaction Prioritizer to level

See also: #46434

---------

Signed-off-by: yangxuan <xuan.yang@zilliz.com>
2025-12-23 11:55:19 +08:00
yihao.dai
5e525eb3bf
enhance: Retry reads from object storage on rate limit error (#46455)
This PR improves the robustness of object storage operations by retrying
both explicit throttling errors (e.g. HTTP 429, SlowDown, ServerBusy).
These errors commonly occur under high concurrency and are typically
recoverable with bounded retries.

issue: https://github.com/milvus-io/milvus/issues/44772

<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit

* **New Features**
* Configurable retry support for reads from object storage and improved
mapping of transient/rate-limit errors.
* Added a retryable reader wrapper used by CSV/JSON/Parquet/Numpy import
paths.

* **Configuration**
  * New parameter to control storage read retry attempts.

* **Tests**
* Expanded unit tests covering error mapping and retry behaviors across
storage backends.
* Standardized mock readers and test initialization to simplify test
setups.

<sub>✏️ Tip: You can customize this high-level summary in your review
settings.</sub>
<!-- end of auto-generated comment: release notes by coderabbit.ai -->

---------

Signed-off-by: bigsheeper <yihao.dai@zilliz.com>
2025-12-23 11:03:18 +08:00
XuanYang-cn
0507db2015
feat: Add force merge (#45556)
See also: #46043

---------

Signed-off-by: yangxuan <xuan.yang@zilliz.com>
2025-12-19 18:03:18 +08:00
sparknack
27e14d034f
fix: prohibit hot-reloading of tiered storage parameters (#46437)
issue: #46443

Add `Forbidden: true` to all tiered storage related parameters to
prevent runtime configuration changes via etcd. These parameters are
marked as refreshable:"false" but that tag was only documentation - the
actual prevention requires the Forbidden field.

Without this fix, if tiered storage parameters are modified at runtime:
- Go side would read the new values dynamically
- C++ caching layer would still use the old values (set at InitQueryNode
time)
- This mismatch could cause resource tracking issues and anomalies

Signed-off-by: Shawn Wang <shawn.wang@zilliz.com>
2025-12-19 14:59:16 +08:00
congqixia
1414065860
feat: query coord support segment reopen when manifest path changes (#46394)
Related to #46358

Add segment reopen mechanism in QueryCoord to handle segment data
updates when the manifest path changes. This enables QueryNode to reload
segment data without full segment reload, supporting storage v2
incremental updates.

Changes:
- Add ActionTypeReopen action type and LoadScope_Reopen in protobuf
- Track ManifestPath in segment distribution metadata
- Add CheckSegmentDataReady utility to verify segment data matches
target
- Extend getSealedSegmentDiff to detect segments needing reopen
- Create segment reopen tasks when manifest path differs from target
- Block target update until segment data is ready

---------

Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
2025-12-17 22:15:16 +08:00
Xiaofan
ca2e27f576
enhance: remove uncessary segment size estimation and make it configurable (#46302)
fix #46300
remove unused segment size estimation, and make size estimation configurable

Signed-off-by: xiaofanluan <xiaofan.luan@zilliz.com>
2025-12-13 02:58:46 +08:00
Zhen Ye
15f8dfc7ad
enhance: introduce a tolerance duration to delay the drop operation (#46251)
issue: #46214

Signed-off-by: chyezh <chyezh@outlook.com>
2025-12-10 19:57:13 +08:00
aoiasd
354ab2f55e
enhance: sync file resource to querynode and datanode (#44480)
relate:https://github.com/milvus-io/milvus/issues/43687
Support use file resource with sync mode.
Auto download or remove file resource to local when user add or remove
file resource.
Sync file resource to node when find new node session.

---------

Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>
2025-12-04 16:23:11 +08:00
cai.zhang
cfd49b7680
enhance: Estimate the taskSlot based on whether scalar or vector index (#45850)
issue: #45186

---------

Signed-off-by: Cai Zhang <cai.zhang@zilliz.com>
2025-12-04 14:15:10 +08:00
Zhen Ye
73fdaafb2d
fix: interleave the go and cpp log (#46004)
issue: #45640

Signed-off-by: chyezh <chyezh@outlook.com>
2025-12-03 14:25:11 +08:00
wei liu
e70c01362d
enhance: Add resource exhaustion querynode penalty policy (#45808)
issue: #40513
for querynode which return resource exhausted error, add a penalty
duration on it, and suspend loading new resource until penalty duration
expired.

---------

Signed-off-by: Wei Liu <wei.liu@zilliz.com>
2025-12-02 16:59:11 +08:00
zhagnlu
3901f112ae
enhance: make estimate json stats size more accurate (#45875)
#42533

Signed-off-by: luzhang <luzhang@zilliz.com>
Co-authored-by: luzhang <luzhang@zilliz.com>
2025-12-01 15:31:10 +08:00
Zhen Ye
c3fe6473b8
enhance: support async write syncer for milvus logging (#45805)
issue: #45640

- log may be dropped if the underlying file system is busy.
- use async write syncer to avoid the log operation block the milvus
major system.
- remove some log dependency from the until function to avoid
dependency-loop.

---------

Signed-off-by: chyezh <chyezh@outlook.com>
2025-11-28 17:43:11 +08:00
congqixia
c01fd94a6a
enhance: integrate Storage V2 FFI interface for unified storage access (#45723)
Related #44956
This commit integrates the Storage V2 FFI (Foreign Function Interface)
interface throughout the Milvus codebase, enabling unified storage
access through the Loon FFI layer. This is a significant step towards
standardizing storage operations across different storage versions.

1. Configuration Support
- **configs/milvus.yaml**: Added `useLoonFFI` configuration flag under
`common.storage.file.splitByAvgSize` section
- Allows runtime toggle between traditional binlog readers and new
FFI-based manifest readers
  - Default: `false` (maintains backward compatibility)

2. Core FFI Infrastructure

Enhanced Utilities (internal/core/src/storage/loon_ffi/util.cpp/h)
- **ToCStorageConfig()**: Converts Go's `StorageConfig` to C's
`CStorageConfig` struct for FFI calls
- **GetManifest()**: Parses manifest JSON and retrieves latest column
groups using FFI
  - Accepts manifest path with `base_path` and `ver` fields
  - Calls `get_latest_column_groups()` FFI function
  - Returns column group information as string
  - Comprehensive error handling for JSON parsing and FFI errors

3. Dependency Updates
- **internal/core/thirdparty/milvus-storage/CMakeLists.txt**:
  - Updated milvus-storage version from `0883026` to `302143c`
  - Ensures compatibility with latest FFI interfaces

4. Data Coordinator Changes

All compaction task builders now include manifest path in segment
binlogs:

- **compaction_task_clustering.go**: Added `Manifest:
segInfo.GetManifestPath()` to segment binlogs
- **compaction_task_l0.go**: Added manifest path to both L0 segment
selection and compaction plan building
- **compaction_task_mix.go**: Added manifest path to mixed compaction
segment binlogs
- **meta.go**: Updated metadata completion logic:
- `completeClusterCompactionMutation()`: Set `ManifestPath` in new
segment info
- `completeMixCompactionMutation()`: Preserve manifest path in compacted
segments
- `completeSortCompactionMutation()`: Include manifest path in sorted
segments

5. Data Node Compactor Enhancements

All compactors updated to support dual-mode reading (binlog vs
manifest):

6. Flush & Sync Manager Updates

Pack Writer V2 (pack_writer_v2.go)
- **BulkPackWriterV2.Write()**: Extended return signature to include
`manifest string`
- Implementation:
  - Generate manifest path: `path.Join(pack.segmentID, "manifest.json")`
  - Write packed data using FFI-based writer
  - Return manifest path along with binlogs, deltas, and stats

Task Handling (task.go)
- Updated all sync task result handling to accommodate new manifest
return value
- Ensured backward compatibility for callers not using manifest

7. Go Storage Layer Integration

New Interfaces and Implementations
- **record_reader.go**: Interface for unified record reading across
storage versions
- **record_writer.go**: Interface for unified record writing across
storage versions
- **binlog_record_writer.go**: Concrete implementation for traditional
binlog-based writing

Enhanced Schema Support (schema.go, schema_test.go)
- Schema conversion utilities to support FFI-based storage operations
- Ensures proper Arrow schema mapping for V2 storage

Serialization Updates
- **serde.go, serde_events.go, serde_events_v2.go**: Updated to work
with new reader/writer interfaces
- Test files updated to validate dual-mode serialization

8. Storage V2 Packed Format

FFI Common (storagev2/packed/ffi_common.go)
- Common FFI utilities and type conversions for packed storage format

Packed Writer FFI (storagev2/packed/packed_writer_ffi.go)
- FFI-based implementation of packed writer
- Integrates with Loon storage layer for efficient columnar writes

Packed Reader FFI (storagev2/packed/packed_reader_ffi.go)
- Already existed, now complemented by writer implementation

9. Protocol Buffer Updates

data_coord.proto & datapb/data_coord.pb.go
- Added `manifest` field to compaction segment messages
- Enables passing manifest metadata through compaction pipeline

worker.proto & workerpb/worker.pb.go
- Added compaction parameter for `useLoonFFI` flag
- Allows workers to receive FFI configuration from coordinator

10. Parameter Configuration

component_param.go
- Added `UseLoonFFI` parameter to compaction configuration
- Reads from `common.storage.file.useLoonFFI` config path
- Default: `false` for safe rollout

11. Test Updates
- **clustering_compactor_storage_v2_test.go**: Updated signatures to
handle manifest return value
- **mix_compactor_storage_v2_test.go**: Updated test helpers for
manifest support
- **namespace_compactor_test.go**: Adjusted writer calls to expect
manifest
- **pack_writer_v2_test.go**: Validated manifest generation in pack
writing

This integration follows a **dual-mode approach**:
1. **Legacy Path**: Traditional binlog-based reading/writing (when
`useLoonFFI=false` or no manifest)
2. **FFI Path**: Manifest-based reading/writing through Loon FFI (when
`useLoonFFI=true` and manifest exists)

---------

Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
2025-11-24 19:57:07 +08:00
tinswzy
1427825133
enhance: improve WAL retention strategy (#45350)
issue: #44369 
woodpecker related[ issue:
#59](https://github.com/zilliztech/woodpecker/issues/59)

Refactor the WAL retention logic in Milvus StreamingNode:
- Remove the simple sampling-based truncation mechanism.
- After flush, WAL data is directly truncated.
- The retention control is now delegated to the underlying message queue
(MQ) implementation.

Signed-off-by: tinswzy <zhenyuan.wei@zilliz.com>
2025-11-23 21:41:05 +08:00
Zhen Ye
c8073eb90b
fix: panic when double close channel of ack broadcast (#45661)
issue: #45635

Signed-off-by: chyezh <chyezh@outlook.com>
2025-11-19 14:25:05 +08:00
Xiaofan
a9895bb904
enhance: add robust handle etcd servercrash (#45304)
related to #45303
fix milvus pod may restart when etcd pod start

Signed-off-by: xiaofanluan <xiaofan.luan@zilliz.com>
2025-11-13 10:23:36 +08:00
wei liu
931d4bf95f
enhance: increase session TTL from 10s to 30s (#45228)
issue: #45227
Increase the default session TTL to 30 seconds to tolerate etcd failover
time. This prevents session expiration during etcd cluster failover,
improving system stability.

When etcd undergoes failover (leader election or node restart), the
previous 10s TTL was too short to survive the failover window, causing
unnecessary session expiration and component restarts. The new 30s TTL
provides sufficient buffer for etcd to complete failover while
maintaining session liveness.

Changes:
- Update DefaultSessionTTL constant from 10 to 30
- Update SessionTTL ParamItem DefaultValue from "10" to "30"

Signed-off-by: Wei Liu <wei.liu@zilliz.com>
2025-11-10 16:47:36 +08:00
sparknack
9032bb7668
enhance: unify the aligned buffer for both buffered and direct I/O (#45323)
issue: #43040

Signed-off-by: Shawn Wang <shawn.wang@zilliz.com>
2025-11-06 10:53:33 +08:00
zhagnlu
792e931fcb
enhance: rename jsonstats related user config params (#45254)
#44132

Signed-off-by: luzhang <luzhang@zilliz.com>
Co-authored-by: luzhang <luzhang@zilliz.com>
2025-11-04 20:21:36 +08:00
Gao
8f645760af
enhance: make knowhere thread pool config refreshable (#45190)
Signed-off-by: chasingegg <chao.gao@zilliz.com>
2025-11-04 18:33:33 +08:00
cai.zhang
ed8ba4a28c
enhance: Make GeometryCache an optional configuration (#45192)
issue: #45187

Signed-off-by: Cai Zhang <cai.zhang@zilliz.com>
2025-11-03 19:59:32 +08:00
Zhen Ye
309d564796
enhance: support collection and index with WAL-based DDL framework (#45033)
issue: #43897

- Part of collection/index related DDL is implemented by WAL-based DDL
framework now.
- Support following message type in wal, CreateCollection,
DropCollection, CreatePartition, DropPartition, CreateIndex, AlterIndex,
DropIndex.
- Part of collection/index related DDL can be synced by new CDC now.
- Refactor some UT for collection/index DDL.
- Add Tombstone scheduler to manage the tombstone GC for collection or
partition meta.
- Move the vchannel allocation into streaming pchannel manager.

---------

Signed-off-by: chyezh <chyezh@outlook.com>
2025-10-30 14:24:08 +08:00
wei liu
3566cb745c
enhance: remove max vector field number limit (#45151)
issue: #45150
Removed the maximum limit constraint (value range [1, 10]) for vector
fields in a collection to support more flexible schema design.

Signed-off-by: Wei Liu <wei.liu@zilliz.com>
2025-10-30 12:42:07 +08:00
Buqian Zheng
3140bd0ca6
enhance: enable default json stats (#44810)
issue: https://github.com/milvus-io/milvus/issues/44132

Signed-off-by: Buqian Zheng <zhengbuqian@gmail.com>
2025-10-13 21:29:59 +08:00
sparknack
6d5b41644b
enhance: remove logical usage checks during segment loading (#44743)
issue: #41435

Signed-off-by: Shawn Wang <shawn.wang@zilliz.com>
2025-10-13 14:21:58 +08:00
zhagnlu
4c49295c3d
Revert "enhance: enable default json stats (#44559)" (#44644)
This reverts commit 1b5191974c71eee342e4f7a8c804e1d95cfd094b.
 #44132

Signed-off-by: luzhang <luzhang@zilliz.com>
Co-authored-by: luzhang <luzhang@zilliz.com>
2025-09-30 12:11:53 +08:00
yihao.dai
f61952adfc
fix: Fix compaction task blocking due to executor loop exit (#44543)
1. Use goroutine pool instead of sem.
2. Remove compaction executor from pipeline, since in streaming mode
pipeline should be decoupled from compaction.

issue: https://github.com/milvus-io/milvus/issues/44541

Signed-off-by: bigsheeper <yihao.dai@zilliz.com>
2025-09-28 11:03:04 +08:00
zhagnlu
1b5191974c
enhance: enable default json stats (#44559)
#44132

Signed-off-by: luzhang <luzhang@zilliz.com>
Co-authored-by: luzhang <luzhang@zilliz.com>
2025-09-28 10:45:04 +08:00
yihao.dai
2807d1d1b2
fix: Make default local storage path effective (#44514)
Make default local storage path effective instead of empty when yaml
config file is missing.

issue: https://github.com/milvus-io/milvus/issues/44513

---------

Signed-off-by: bigsheeper <yihao.dai@zilliz.com>
2025-09-24 21:00:06 +08:00
Zhen Ye
19e5e9f910
enhance: broadcaster will lock resource until message acked (#44508)
issue: #43897

- Return LastConfirmedMessageID when wal append operation.
- Add resource-key-based locker for broadcast-ack operation to protect
the coord state when executing ddl.
- Resource-key-based locker is held until the broadcast operation is
acked.
- ResourceKey support shared and exclusive lock.
- Add FastAck execute ack right away after the broadcast done to speed
up ddl.
- Ack callback will support broadcast message result now.
- Add tombstone for broadcaster to avoid to repeatedly commit DDL and
ABA issue.

---------

Signed-off-by: chyezh <chyezh@outlook.com>
2025-09-24 20:58:05 +08:00
congqixia
99598ae5ec
enhance: Add param item for hybrid search requery policy (#44466)
Related to #39757

---------

Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
2025-09-24 17:32:04 +08:00
jiaqizho
338ed2fed4
enhance: Introduce sparse filter in query (#44347)
issue: #44373

The current commit implements sparse filtering in query tasks using the
statistical information (Bloom filter/MinMax) of the Primary Key (PK).

The statistical information of the PK is bound to the segment during the
segment loading phase. A new filter has been added to the segment filter
to enable the sparse filtering functionality.

Signed-off-by: jiaqizho <jiaqi.zhou@zilliz.com>
2025-09-23 09:58:09 +08:00
Gao
539f17f1ad
enhance: tiered index updates (#44433)
issue: #42032 #44212 

- special case for warmup param and cell storage size for tiered index
- add a config to enable/disable storage usage tracking

---------

Signed-off-by: chasingegg <chao.gao@zilliz.com>
2025-09-22 21:34:11 +08:00
Bingyi Sun
94d53a5ac6
feat: encode cluster id in auto id (#44471)
https://github.com/milvus-io/milvus/issues/44326
prev:
[physical_ts][logical_ts]
after
[sign_bit][cluster_id][physical_ts][logical_ts]

---------

Signed-off-by: sunby <sunbingyi1992@gmail.com>
2025-09-22 10:40:02 +08:00
wei liu
6d4961b978
enhance: Refactor balance checker with priority queue (#43992)
issue: #43858
Refactor the balance checker implementation to use priority queues for
managing collection balance operations, improving processing efficiency
and order control.

Changes include:
- Export priority queue interfaces (Item, BaseItem, PriorityQueue)
- Replace collection round-robin with priority-based queue system
- Add BalanceCheckCollectionMaxCount configuration parameter
- Optimize balance task generation with batch processing limits
- Refactor processBalanceQueue method for different strategies
- Enhance test coverage with comprehensive unit tests

The new priority queue system processes collections based on row count
or collection ID order, providing better control over balance operation
priorities and resource utilization.

---------

Signed-off-by: Wei Liu <wei.liu@zilliz.com>
2025-09-19 17:46:01 +08:00
Bingyi Sun
5cd2d99799
enhance: Revert "feat: encode cluster id in auto id (#44324)" (#44426)
This reverts commit 7af159410395f0e7079d4875d96544c01f1d477b
2025-09-17 17:56:01 +08:00
Bingyi Sun
7af1594103
feat: encode cluster id in auto id (#44324)
https://github.com/milvus-io/milvus/issues/44326
prev:
`[physical_ts][logical_ts]`
after
`[sign_bit][cluster_id][physical_ts][logical_ts]`

---------

Signed-off-by: sunby <sunbingyi1992@gmail.com>
2025-09-17 16:56:01 +08:00
congqixia
103db5ae3e
enhance: [StorageV2] Include partition & clustering key to sys group (#44372)
Related to #44257

This PR makes partition key & clustering candidates of system field
group and adds param item controlling the policy

---------

Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
2025-09-16 12:08:00 +08:00
cai.zhang
76f6768ea1
enhance: Remove timeout for compaction task (#44277)
issue: #44272

---------

Signed-off-by: Cai Zhang <cai.zhang@zilliz.com>
2025-09-15 11:03:58 +08:00
congqixia
bfc9e80e14
enhance: Add param item forcing all indices ready for segment (#44313)
Related to #44312

---------

Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
2025-09-12 17:51:58 +08:00
congqixia
fc968ff1c2
enhance: [StorageV2] Pass args for avg size split policy (#44301)
Related to #44257

This PR
- Pass column stats for avg size split policy
- Add param items for policy configuration

---------

Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
2025-09-11 10:43:57 +08:00
sparknack
4a01c726f3
enhance: cachinglayer: some metric and params update (#44276)
issue: #41435

---------

Signed-off-by: Shawn Wang <shawn.wang@zilliz.com>
2025-09-10 11:03:57 +08:00
zhagnlu
2f8620fa79
fix: fix like failed and add max columns limit (#44233)
#44137

Signed-off-by: luzhang <luzhang@zilliz.com>
Co-authored-by: luzhang <luzhang@zilliz.com>
2025-09-10 10:33:57 +08:00
zhagnlu
d67f1ea0ab
enhance: add param to modify dump snapshot batch size (#44215)
issue: #44216

Signed-off-by: luzhang <luzhang@zilliz.com>
2025-09-05 14:29:54 +08:00
wei liu
db6595d7a5
enhance: Reduce compaction task cleanup tolerance time (#44207)
issue: #43858
Reduce CompactionDropToleranceInSeconds from 24 hours to 1 hour to
improve memory efficiency and faster task metadata cleanup. Changes
include:
- Update default value from 86400s (24h) to 3600s (1h) in
component_param.go
- Update corresponding configuration in milvus.yaml
- Faster cleanup of completed compaction task metadata
- Reduce memory footprint by shorter retention period

Signed-off-by: Wei Liu <wei.liu@zilliz.com>
2025-09-05 10:33:54 +08:00
Bingyi Sun
e3ecacca9e
feat: Add namespace prop (#43962)
issue: https://github.com/milvus-io/milvus/issues/44011
namespace is an alias for tenant. if this property is enabled, milvus
will add a __namespace_id field.
Modifications in the future will use this property to do compaction and
search.

---------

Signed-off-by: sunby <sunbingyi1992@gmail.com>
2025-09-03 12:57:53 +08:00
Jean-Francois Weber-Marx
330a871979
enhance: add configuration to allow custom characters in names (#42417) (#44063)
related: #42417
    
- Add NameValidationAllowedChars and RoleNameValidationAllowedChars
  configuration parameters to specify additional characters allowed
  respectively in (generic) names and a role names
- All validations in validateName method is moved to a the new method
  validateNameWithCustomChars which is called by both validateName
  and ValidateRoleName while specifying characters allowed

Signed-off-by: Jean-Francois Weber-Marx <jfwm@hotmail.com>
Signed-off-by: Jean-Francois Weber-Marx <jf.webermarx@criteo.com>
2025-09-02 11:57:52 +08:00