...
| Version | Feature | Owner | Status | Comment |
|---|---|---|---|---|
| 2.0.0-rc | Supports numerical scalar data types | done | rc1 | |
| 2.01 | Supports string data types | czs007,dragondriver | in progress | |
| 2.0 | Collection alias | lsgrep | done | rc7 |
| 2.1 | Supports Scalar bitmap/inverted Index for string and numeric data types | pending | ||
| 2.1 | Supports data life cycle management | pending | ||
| 2.1 | Automatic data partition | pending | ||
...
| Version | Feature | Owner | Status | Comment |
|---|---|---|---|---|
| 2.0.0-rc | Supports scalar filtering | done | rc1 | |
| 2.0.0-rc | Supports for query by id | done | rc1 | |
| 2.0 | Supports Query by expression | fishpenguin | done | rc6 |
| 2.0 | Supports delete by id | scsven | done | GA |
| 2.01 | Support auto-expiration | Writtic | in progress | Partly finished. TBD next step. |
| 2.1x | Supports search by id | pending | TBD | |
| 2.1x | Vector similarity search by distance | pending | TBD | |
| 2.2 | Supports search/query result pagination | pending | ||
| 2.2 | Supports upsert/primary key deduplication | pending |
...
| Version | Feature | Owner | Status | Comment |
|---|---|---|---|---|
| 2.0 | Milvus 2.0 performance benchmark and tuning | czs007,dragondriver | pending | |
| 2.0 | Support Apache Arrow As In-Memory Data Format | cydrain | Rejected | Reject reason is in this page: MEP 13 -- Support Apache Arrow As In-Memory Data Format |
| 2.12 | Supports GPU Index building and embedding retrieval | pending | ||
| 2.1 | Data bulkload | pendingin progress | ||
| 2.1 | Adopts cost-based query optimization algorithm to improve hybrid search efficiency | xige-16 | pending | |
| 2.2 | Supports ScaNN Index | pending | ||
| 2.2 | Supports on-disk vector indexing | pending | ||
| Long Term | Supports FPGA and other Heterogeneous hardware | pending | ||
| Long Term | Automatic index optimization | pending |
...
| Version | Feature | Owner | Status | Comment |
|---|---|---|---|---|
| 2.0.0-rc | Fully managed failure recovery and service discovery | done | rc1 | |
| 2.0.0-rc | Python SDK test | done | rc1 | |
| 2.0 | Chaos test | yanliang567 | processingdone | |
| 2.0x | Pressure test | yanliang567 | pendingprocessing | |
| 2.1 | Supports segment in memory replicas | pending | ||
| 2.1 | Flow control && back pressure support | pending | ||
| 2.2 | Query node resource isolation | pending |
Ease Of UseUse卡
| Version | Feature | Owner | Status | Comment |
|---|---|---|---|---|
| 2.0.0-rc | Helm installation | done | rc1 | |
| 2.0.0-rc | Support of Milvus Insight, a Milvus visual management tool | shanghaikid | in progress | |
| 2.0 | Prometheus, Grafana and Jaeger support | zwd1208 | in progress | |
| 2.0 | Milvus k8s operator | zwd1208,jeffoverflow | done | 2.0GA |
| 2.1 | Multi datacenter deployment and multi-cloud integration | pending | ON AWS | |
| 2.2 | Embedded Milvus that runs on laptops | pending | ||
| Long Term | Dynamic cluster expansion/shrink | pending |
...
| Version | Feature | Owner | Status | Comment |
|---|---|---|---|---|
| 2.0.0-rc | Python ORM-style APIs | done | rc2 | |
| 2.0.0 | Merge Pymilvus ORM and Pymilvus | XuanYang-cn | done | rc5 |
| 2.0 | Supports NodeJs APIs | nameczz,shanghaikid | in progress | SDK is ready to use, and We will keep updating it. |
| 2.0 | Supports Java SDK | yhmo | done | Ready to use, released with Pre-GA |
| 2.0 | Supports Go SDK | congqixia | testing stage | Will be released with GA |
| 2.0 | Support NodeJs SDK | shanghaikid | done | rc5 |
| 2.1 | Supports Restful APIs | pending | in design stage | |
| 2.1 | Supports C++ SDK | yhmo,matrixji,ArkaprabhaChakraborty | in progress | almost done |
| Long Term | SQL-like Query Language | pending |
...
| Version | Feature | Owner | Status | Comment |
|---|---|---|---|---|
| 2.0 | Integrates S3 | done | ||
| 2.1 | Integrates Kafka | pendingin progress | ||
| 2.1 | Integrates JuiceFS | pending | ||
| 2.1 | Data stored over local/distributed filesystems | pending | ||
| 2.2 | Integrates distributed KV stores such as HBase/TiKV/FoundationDB | pending |
...