pymilvus 0.4.0(TBD)

Bug

#284 - Remove parameter error for 'index_row_limit'
#311 - Fix incorrect comment about inserting data in README.md
#368 - Fix index doc wrong example and description

New Feature

#294, #344 - Enable pylint
#312 - Add doc badge
#319 - Support auto merge PR after reviewed
#333, #346 - Change method insert() to bulk_insert()
#345 - Do not support python 3.5.x any more
#349 - Add new method insert()
#353 - Add CI test process in GitHub action

Improvement

#277 - Add doc FAQ chapter of pymilvus documentation
#279 - Add doc Changes chapter of pymilvus documentation
#280 - Add doc About This Documentation chapter of documentation
#343 - Change exception 'BaseException' to 'BaseError'
#359 - Add binary vectors example

pymilvus 0.3.0(2020-10-16)

Bug

New Feature

#245 - Add slice utils for inserting data

Improvement

#253 - Update config getter/setter
#258 - Remove surplus class IndexType, MetricType

pymilvus 0.2.14(2020-07-20)

Bug

#237 - Fix wrong result on 'has_partition' with http handler

pymilvus 0.2.13(2020-06-13)

New Feature

#220 - Add sdk statistics badges
#224 - Add option 'grpc.keepalive_time_ms' in grpc channel

Bug

#218 - Fix retults by 'get_entity_by_id' with HTTP
#222 - Fix protobuf import failed

pymilvus 0.2.12(2020-05-29)

Bug

\215 - Fix 'ping() got an unexpected keyword argument 'max_retry' when using http handler'

Improvement

#216 Optimize checking matched version behavior

New Feature

#213 - Add new API called 'reload_segments'

pymilvus 0.2.11(2020-05-15)

Bug

#190 - Fix rpc return error when error occur
#200 - Fix TypeError raised in inserting vectors with async set true
#201 - Fix get collection info failed when info is null
#202 - Fix async 'NoneType' object has no attribute 'result'
#207 - Fix excepted exceptions if async invoke with timeout

Improvement

#175 - Remove connect API
#203 - Add method 'is_done()' in Future class
#205 - Filter search results which id is -1
#206 - Update APIs names

New Feature

#174 - Support connection pool
#177 - Support async API
#199 - Add API 'has_partition'

pymilvus 0.2.10(2020-04-15)

Improvement

#182 - Optimize usage of gRPC future

New Feature

#178 - New index annoy

pymilvus 0.2.9(2020-03-29)

Bug

#168 - Fix incorrect demo in readme
#172 - Allow empty list in flush passing parameter

Improvement

#175 - Remove connect APIs

New Feature

#170 - Add index RNSG into HTTP handler
#171 - Add two new binary metric: SUBSTRUCTURE and SUPERSTRUCTURE
#174 - Support connection pool
#177 - Support async APIs

pymilvus 0.2.8(2020-03-11)

Bug

#140 - Convert distance in http result to float value
#141 - Add index IVF_SQ8H into http handler
#146 - Preserve existing loggers when imported to other applications
#162 - Remove version_notes from API doc

Improvement

#143 - Remove query range when searching
#149 - Change json parser to ujson
#151 - Add new interface compact
#154 - Add new interface get_vector_by_id
#156 - Remove data range
#157 - Remove partition name
#160 - Add CRUD API to readme
#164 - Add vectors CRUD example

pymilvus 0.2.7(2020-01-16)

Bug

#136 - Fix incorrect description in README.md

New Feature

#138 - Add binary vectors support

pymilvus 0.2.6(2019-12-07)

Bug

#127 - Fix crash when printing search result
#133 - Change error message when array is illegal

Improvement

#124 - Make method _set_hook public
#125 - Replace all old method invoke with alternative new method name
#132 - Change index type MIX_NSG to NSG

New Feature

#112 - Support operation with
#123 - Add a new index named IVF_PQ

Task

#117 - Implement new api for partition

pymilvus 0.2.5(2019-11-13)

Bug

#114 - Fix method has_table bug for return a tuple

Improvement

#108 - Update version table in README.md
#110 - Remove attribute server_address in class GrpcMilvus
#111 - Make method set_channel protected
#115 - Format index type name
#118 - Add hook in search method
#119 - Set timeout -1 for default to allow invoke synchronously

pymilvus 0.2.4(2019-11-04)

Bug

#102 - Make methods delete_by_range private

Improvement

#103 - Remove .codecov.yml and .travis.yml
#105 - Update READ.md to update version table and version note
#108 - Update version table in README.md adding milvus v0.5.1

New Feature

#100 - Add new index type PQ
#101 - Give client methods new alterative names.

pymilvus 0.2.3(2019-10-21)

Bug

MS-452 - Fix build index timeout bug
MS-469 - Add index_file_size min value check
MS-512 - Fix ids error
MS-521 - Fix ids check error
MS-522 - Fix index_param check error
#83 - Fix celery server create table error
#88 - Fix bug connecting failed in celery cluster
#90 - Remove TODO file
#93 - Fix describe_table not sync'ed with latest proto bug

Improvement

#97 - Modify CHANGLOG.md to adjust standard

Feature

#94 - Remove stream call in grpc

pymilvus 0.2.2(2019-09-12)

Bug

#12 - IndexType change & fix param of search_vector_in_files ranges
#23 - Fix not-connect raise wrong exception bug
#26 - Format of server_version's return value fixed
#27 - Correct connect and disconnect logic
#32 - Top_k in search_vectors set ranges
#41 - Optimize some dataclass and add utils.py module, Fix type of tile_ids in search_in_files api transfer bug, Fix Prepare after Prepare will raise ParamError bug
#43 - Fix prepare after prepare will raise exceptions bug
MS-112 - Fix type of top_k not checked error
MS-118 - IndexType param checked
MS-123 - Create table param re-checked
MS-132 - Fix connected return value wrong error
MS-134 - Removing not using code and comment
MS-165 ~ MS-170 - Fixed default ip and port wrong bug
MS-174 - Fix table_name=None buf create table successfully bug
MS-182 - Fix query ranges param not control bug
MS-185 - Fix connection no timeout bug
MS-243 - Fixed python client cost too much time bug
MS-424 - IndexParam str more friendly
MS-433 - Fix wrong passing param bug
MS-438 - Fix add vectors with ids bug
MS-439 - Fix search result unpack bug on windows
MS-444 - Fix timeout bug

Improvement

#10 - Update examples
#14 - Update example
#28 - Update README with newest sdk
#33 - Update thrift has_table API
#38 - Update thrift score to distance
#45, #47 - Update AdvancedExample
#51 - Brute force thread_safe for sdk
#71 - Update thrift api, search vectors results are binaries
#73 - Change table schema print format
#74 - Add a new attribute server_address
#77 - Print out TopKResult more friendly

Feature

#3 - Transport protocol configurable by settings, add_vector support non-binary array inputs
#6 - Status quick-check-success, Log message more understandable, Status code related to Thrift Exception, Operations before connect will raise NotConnectError, Adding UNKNOWN Status
#8 - Add new api: search_vectors_by_file, fix some bugs
#17 - Implement has_table interface, fix spelling error, reformat as PEP8
#19 - Hide Prepare object and support old version
#21 - Support search by range, fix server_status return None bug
#76 - Replace thrift with grpc
#79 - Add new indextype MIN_NSG, fix indextype name bug
#81 - Remove all thrift, update interface and interface param
#82 - Add timeout option, add default param in tableschema and indexparam

Task

#1 - Build Repository
#2 - Add CHANGELOG.md and LICENSE, update setup.py
#70 - Update README and examples