if nq>2, restful will flatten all the res. If one nq res has duplicate
pks, the length of this slice will be less then topk. This pr
will attach topks in the output.
Signed-off-by: lixinguo <xinguo.li@zilliz.com>
Co-authored-by: lixinguo <xinguo.li@zilliz.com>
RESTful API. The influenced API are as follows:
- Handler. insert
- HandlerV1. insert/upsert
- HandlerV2. insert/upsert/search
We do not modify search API in Handler/HandlerV1 because they do not
support fp16/bf16 vectors.
module github.com/milvus-io/milvus/pkg:
Add `Float32ArrayToBFloat16Bytes()`, `Float32ArrayToFloat16Bytes()` and
`Float32ArrayToBytes()`. These method will be used in GoSDK in the
future.
issue: #37448
Signed-off-by: Yinzuo Jiang <yinzuo.jiang@zilliz.com>
Signed-off-by: Yinzuo Jiang <jiangyinzuo@foxmail.com>
issue: #35922
add an enable_tokenizer param to varchar field: must be set to true so
that a varchar field can enable_match or used as input of BM25 function
---------
Signed-off-by: Buqian Zheng <zhengbuqian@gmail.com>
/kind improvement
Since creating a collection with text match is not yet implemented on
the RESTful interface, we will temporarily use pymilvus to create a
collection for now. This PR includes a case to test using text match
filters in search queries through the RESTful interface.
Signed-off-by: zhuwenxing <wenxing.zhu@zilliz.com>
* add coo format sparse vector
* search data and insert data in the same sparse format or a different
format
Signed-off-by: zhuwenxing <wenxing.zhu@zilliz.com>
issue: #33099#32837#32419
1. len(search result) may be nq * topk, we need return all rather than
topk
2. the in restful response payload keep the same with milvus error code
Signed-off-by: PowderLi <min.li@zilliz.com>
issue: #29419
also re-enabled an e2e test using restful api, which is previously
disabled due to https://github.com/milvus-io/milvus/issues/32214.
In restful api, the accepted json formats of sparse float vector are:
* `{"indices": [1, 100, 1000], "values": [0.1, 0.2, 0.3]}`
* {"1": 0.1, "100": 0.2, "1000": 0.3}
for accepted indice and value range, see
https://milvus.io/docs/sparse_vector.md#FAQ
Signed-off-by: Buqian Zheng <zhengbuqian@gmail.com>
issue: #31176
1. cannot get dbName correctly while describe alias #31978
2. return a valid json string even if the user doesn't have the whole
privileges to describe collection #31635
3. rename IndexParam.IndexConfig to IndexParam.Params
4. FieldSchema.ElementTypeParams, IndexParam.Params can not only accept
string
Signed-off-by: PowderLi <min.li@zilliz.com>
