Pymilvus

Latest version: v2.5.4

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2.4.7

What's Changed
* enhance: Make load parameter naming normal (2243) by congqixia in https://github.com/milvus-io/pymilvus/pull/2244
* Add hybrid_search for MilvusClient by czs007 in https://github.com/milvus-io/pymilvus/pull/2259

Bug fixes:
* fix: move page_retain_order to the same level as radius by PwzXxm in https://github.com/milvus-io/pymilvus/pull/2250

**Full Changelog**: https://github.com/milvus-io/pymilvus/compare/v2.4.6...v2.4.7

2.4.6

New Features
* Bulkinsert supports importing binlog by yhmo in https://github.com/milvus-io/pymilvus/pull/2223
* enhance: upsert support autoid (2173) by smellthemoon in https://github.com/milvus-io/pymilvus/pull/2224
* enhance: Support load with Field Partial load by congqixia in https://github.com/milvus-io/pymilvus/pull/2227
* feat: add page_retain_order param during search with offset by PwzXxm in https://github.com/milvus-io/pymilvus/pull/2230
* feat: support the mmap_enable param in the field schema by SimFG in https://github.com/milvus-io/pymilvus/pull/2239

Enhancement
* enhance: loose grpcio upper limit by XuanYang-cn in https://github.com/milvus-io/pymilvus/pull/2240


**Full Changelog**: https://github.com/milvus-io/pymilvus/compare/v2.4.5...v2.4.6

2.4.5

New features
* feat: Support clustering compaction by wayblink in https://github.com/milvus-io/pymilvus/pull/2220


Enhancements
* Export indexed rows for describe_index (2148) by xiaocai2333 in https://github.com/milvus-io/pymilvus/pull/2149
* Refine the error message for type mismatches during data insertion (2156) by xiaocai2333 in https://github.com/milvus-io/pymilvus/pull/2157
* Add database operations to MilvusClient (2152) by ashkrisk in https://github.com/milvus-io/pymilvus/pull/2164
* enhance: Remove the logic to set replica_number=1 by default (2163) by weiliu1031 in https://github.com/milvus-io/pymilvus/pull/2167
* enhance: enable setting properties during create database (2168) by weiliu1031 in https://github.com/milvus-io/pymilvus/pull/2174
* enhance:expose reduce_stop_for_best to users(2181) by MrPresent-Han in https://github.com/milvus-io/pymilvus/pull/2188
* enhance: hide zero values ​​when printing by SimFG in https://github.com/milvus-io/pymilvus/pull/2201
* Limit milvus-lite files to end with .db by junjiejiangjjj in https://github.com/milvus-io/pymilvus/pull/2216
* enhance: use info level for retry message by XuanYang-cn in https://github.com/milvus-io/pymilvus/pull/2213

Bug fixes

* fix: Coding style by latest ruff by XuanYang-cn in https://github.com/milvus-io/pymilvus/pull/2158
* fix: Edit setuptools upper version for py380 by XuanYang-cn in https://github.com/milvus-io/pymilvus/pull/2180
* Don't export rows info in index params by xiaocai2333 in https://github.com/milvus-io/pymilvus/pull/2191
* fix: remove limitation clustering key can not be primary key by wayblink in https://github.com/milvus-io/pymilvus/pull/2196
* fix: unclear error msg for varchar field by XuanYang-cn in https://github.com/milvus-io/pymilvus/pull/2209
* fix: select a single column consisting of a list of column names(2210) by smellthemoon in https://github.com/milvus-io/pymilvus/pull/2211

**Full Changelog**: https://github.com/milvus-io/pymilvus/compare/v2.4.4...v2.4.5

2.4.4

New Features
* Allowing search iterator on sparse float vector field by zhengbuqian in https://github.com/milvus-io/pymilvus/pull/2105
* Accept list of single row scipy.sparse object as input for insert/search by zhengbuqian in https://github.com/milvus-io/pymilvus/pull/2112
* Support float16/bfloat16/sparse vector for bulkwriter by yhmo in https://github.com/milvus-io/pymilvus/pull/2128

Enhancements
* enhance: print search result more elegantly (2123) by longjiquan in https://github.com/milvus-io/pymilvus/pull/2124
* Change the load status check interval to 0.2s by SimFG in https://github.com/milvus-io/pymilvus/pull/2125
* Disable installation of milvus-lite on windows platform by XuanYang-cn Raysilience in https://github.com/milvus-io/pymilvus/pull/2137

Bug fixes
* Fix wrong expr handling due to and/or priorities(2113) by MrPresent-Han in https://github.com/milvus-io/pymilvus/pull/2115
* Fix: use the existed index_name (2107) by smellthemoon in https://github.com/milvus-io/pymilvus/pull/2118
* Fix a bug of bulkwriter by yhmo in https://github.com/milvus-io/pymilvus/pull/2132
* Fix drop_index got multiple values for keyword argument by XuanYang-cn in https://github.com/milvus-io/pymilvus/pull/2138


**Full Changelog**: https://github.com/milvus-io/pymilvus/compare/v2.4.3...v2.4.4

2.4.3

What's Changed
* support the report value in the dml and dql request by SimFG in https://github.com/milvus-io/pymilvus/pull/2092
* enhance: Expand grpcio version to latest by XuanYang-cn in https://github.com/milvus-io/pymilvus/pull/2096

Bug fixes:
* fix sparse: accpet int/float wrapped in string by zhengbuqian in https://github.com/milvus-io/pymilvus/pull/2095
* fix the str function of the extra list by SimFG in https://github.com/milvus-io/pymilvus/pull/2098


**Full Changelog**: https://github.com/milvus-io/pymilvus/compare/v2.4.2...v2.4.3

2.4.2

What's Changed
* Support milvuslite by junjiejiangjjj in https://github.com/milvus-io/pymilvus/pull/2075
* Make bulk_writer's requirments optional (2086) by XuanYang-cn in https://github.com/milvus-io/pymilvus/pull/2087
* enhance: Enable set_properties and describe_database api by weiliu1031 in https://github.com/milvus-io/pymilvus/pull/2084

Bug fixes
* fix: Remove params for property vars by XuanYang-cn in https://github.com/milvus-io/pymilvus/pull/2069
* change sparse related errors to ParamError by zhengbuqian in https://github.com/milvus-io/pymilvus/pull/2070

**Full Changelog**: https://github.com/milvus-io/pymilvus/compare/v2.4.1...v2.4.2

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