Jina

> Release time: 2021-08-22 12:31:55



🙇 We'd like to thank all contributors for this new release! In particular,
Han Xiao, Jina Dev Bot, Deepankar Mahapatro, David Buchaca Prats, Maximilian Werk, Tobias Jacobowitz, Tadej Svetina, Roshan Jossy, Piper, Joan Fontanals, Zhaofeng Miao, Nan Wang, 🙇


🆕 New Features

- [[fcf17a9c](https://github.com/jina-ai/jina/commit/fcf17a9c27d4d960703a7647b45e1cdf3d64c176)] __-__ __daemon__: add timeout to client (#3236) (*Deepankar Mahapatro*)
- [[b4526c97](https://github.com/jina-ai/jina/commit/b4526c977493cf27a60267bf9eb1d7ce4fd55673)] __-__ __routing__: add static routing table feature (#3222) (*Tobias Jacobowitz*)
- [[83f60053](https://github.com/jina-ai/jina/commit/83f600532d3930a7bcccca7dfba9f8738fa96402)] __-__ add structuring executor repositories best practices (#3156) (*Tadej Svetina*)
- [[a41205be](https://github.com/jina-ai/jina/commit/a41205be9b758b668948ac42d9b974ed99eb272d)] __-__ __hubio__: modify fields of manifest produced by jina hub new (#3215) (*Zhaofeng Miao*)

⚡ Performance Improvements

- [[c659685a](https://github.com/jina-ai/jina/commit/c659685a9debde32e9bd18c4f371434e771f28df)] __-__ __helloworld__: optimize the performance of hello fashion (#3239) (*Han Xiao*)
- [[de6d3429](https://github.com/jina-ai/jina/commit/de6d3429e4782f994f179fcbe4e9c09fb61025ff)] __-__ remove environment variable reading from init (#3235) (*David Buchaca Prats*)

🐞 Bug fixes

- [[8e13ad2c](https://github.com/jina-ai/jina/commit/8e13ad2ceb253d841e182fb746220a7fa3494487)] __-__ __helper__: fix bad warning message on unknown cli (#3237) (*Han Xiao*)
- [[0649cce1](https://github.com/jina-ai/jina/commit/0649cce18c9b81d1019b142e432b9180ef34d972)] __-__ no warning for metas in executor (#3219) (*Maximilian Werk*)
- [[4d86d781](https://github.com/jina-ai/jina/commit/4d86d7810205355133b7216c6119b37a3a882d7b)] __-__ __types__: fix split swallow the category at float zero (#3226) (*Han Xiao*)
- [[b31c4c2d](https://github.com/jina-ai/jina/commit/b31c4c2d8763b6fd96f32c2de06b29b591bf5c66)] __-__ fix graph plot (#3220) (*Joan Fontanals*)
- [[664bf1ad](https://github.com/jina-ai/jina/commit/664bf1ad1b11d5bc037068e543fcf3c9d054cbba)] __-__ add jina-bot to the cla whitelist (#3216) (*Nan Wang*)
- [[21a3dfa4](https://github.com/jina-ai/jina/commit/21a3dfa44b51d700bf94165cb8011eb893637d7a)] __-__ fix listview insert, append (#3212) (*Joan Fontanals*)
- [[1517ce8c](https://github.com/jina-ai/jina/commit/1517ce8c29688de9e70e65f38f73377c05c8def3)] __-__ license should be included in distribution (#3213) (*Tadej Svetina*)

🧼 Code Refactoring

- [[91be0f76](https://github.com/jina-ai/jina/commit/91be0f7612df8c39c32f1ea80a17b2547822e5da)] __-__ __helper__: make progressbar more useful and modern (#3238) (*Han Xiao*)
- [[706b41cc](https://github.com/jina-ai/jina/commit/706b41cc2420a9ddd5b0363f434960dfb03a5a2f)] __-__ __except__: rename Flow version except (#3224) (*Han Xiao*)

📗 Documentation

- [[fd2c6500](https://github.com/jina-ai/jina/commit/fd2c6500b0700cd709f01adf874829afc63aad8e)] __-__ __readme__: update links for tutorials and blogs (#3214) (*Roshan Jossy*)
- [[957fbee9](https://github.com/jina-ai/jina/commit/957fbee99958ba17a2cf5296dbbdc6af5e80d0d9)] __-__ update the number of slack members (#3228) (*Piper*)

🍹 Other Improvements

- [[31273bd8](https://github.com/jina-ai/jina/commit/31273bd888150b80fd85ae58c44868e8ae1da179)] __-__ __contributor__: update contributors (*Jina Dev Bot*)
- [[53f49e33](https://github.com/jina-ai/jina/commit/53f49e33eefd89bcbca40744c6a4c9228f3546f8)] __-__ __docs__: update TOC (*Jina Dev Bot*)
- [[8d9ee246](https://github.com/jina-ai/jina/commit/8d9ee246d28f1acd2c1bfb2fe494a4d68503b9c8)] __-__ changed pull_request_target to pull_request (#3189) (*Deepankar Mahapatro*)
- [[55c49447](https://github.com/jina-ai/jina/commit/55c49447d66b6e05b9242c99ad58c56a6d199126)] __-__ comment out walkthroughs until links fixed (*Han Xiao*)
- [[88d8a6fb](https://github.com/jina-ai/jina/commit/88d8a6fb0614b87b10c1e3ded3cd3425548874a8)] __-__ __version__: the next version will be 2.0.20 (*Jina Dev Bot*)

<a name=release-note-2-0-21></a>

> Release time: 2021-08-18 11:49:12



🙇 We'd like to thank all contributors for this new release! In particular,
Han Xiao, Joan Fontanals, Maximilian Werk, Jina Dev Bot, Maksudur Rahman Maateen, David Buchaca Prats, Wang Bo, AlaeddineAbdessalem, Tadej Svetina, Deepankar Mahapatro, Tobias Jacobowitz, cristian, 🙇


💥 Breaking changes

- [[c2eca9f6](https://github.com/jina-ai/jina/commit/c2eca9f66e5921bc31795a29e0edfc64a9250ca8)] __-__ __cli__: 💥 change zed_runtime to executor --native (#3196) (*Han Xiao*)

🆕 New Features

- [[53e4607c](https://github.com/jina-ai/jina/commit/53e4607c0cabbe5761333ed26c84c0a1b47dc98a)] __-__ pass native in container runtime docker (#3200) (*Joan Fontanals*)
- [[2939170b](https://github.com/jina-ai/jina/commit/2939170b71fbc765b86dba8b3080c6ac51a011a6)] __-__ blobs property (#3198) (*Joan Fontanals*)
- [[befb7cd3](https://github.com/jina-ai/jina/commit/befb7cd3574251588579e1a6f2ae017c38802eca)] __-__ unknown args loggin (#3172) (*Maximilian Werk*)
- [[b32a0a56](https://github.com/jina-ai/jina/commit/b32a0a56b0642336a8801e030451f76c4e85b0aa)] __-__ changed pull_request_target to pull_request (#3189) (*Maksudur Rahman Maateen*)
- [[21a62afc](https://github.com/jina-ai/jina/commit/21a62afc78cd66cb9e04a4780159cc119734c754)] __-__ add setter to embeddings (#3190) (*David Buchaca Prats*)
- [[7a700e5e](https://github.com/jina-ai/jina/commit/7a700e5e4a0ff406a361f454d1bb0b9d1241cde2)] __-__ add split prepare for trainer (#3167) (*Wang Bo*)
- [[6cb52827](https://github.com/jina-ai/jina/commit/6cb52827982ab23fc8c7eca3ada8fea4800922e0)] __-__ grpc for requests (#3129) (*Tobias Jacobowitz*)
- [[2f1563d5](https://github.com/jina-ai/jina/commit/2f1563d579c6243c7d3cc166528481ed60d35ed6)] __-__ add efficient access to embeddings (#3157) (*David Buchaca Prats*)

⚡ Performance Improvements

- [[f44e6c90](https://github.com/jina-ai/jina/commit/f44e6c90a3e8fa1934ced7bb051e1424a749c92b)] __-__ __types__: remove warning logic in binary doc construction (#3207) (*Han Xiao*)
- [[52ef3d64](https://github.com/jina-ai/jina/commit/52ef3d6483fe7e30eba62ca3aa1284c6f087fff9)] __-__ use embeddings property in cache (#3184) (*Wang Bo*)
- [[44ea0269](https://github.com/jina-ai/jina/commit/44ea0269c68fb2f67bc104b28780915f75dc253e)] __-__ cache get attribute embedding (#3130) (*Wang Bo*)

🐞 Bug fixes

- [[945adb8d](https://github.com/jina-ai/jina/commit/945adb8d4b75f8ad9c7854c1b43861e314e790e0)] __-__ __setup__: add core deps to perf deps (#3203) (*Han Xiao*)
- [[6403c4b1](https://github.com/jina-ai/jina/commit/6403c4b19c66ba4ca16d306f09b5de53248fd782)] __-__ __types__: fix document id type hint (#3183) (*Han Xiao*)
- [[cb809d81](https://github.com/jina-ai/jina/commit/cb809d813e06655b379152adc10260b00c636d16)] __-__ traverse chunk match (#3179) (*AlaeddineAbdessalem*)
- [[9146979f](https://github.com/jina-ai/jina/commit/9146979fce4681b0566eda902b123d419f0a4778)] __-__ __math__: normalization after topk with original minmax value (#3176) (*Han Xiao*)
- [[2a3ac6b1](https://github.com/jina-ai/jina/commit/2a3ac6b166cb6d505aa34fea6a2ca6785c4a2797)] __-__ __daemon__: hub cache env var (#3175) (*Deepankar Mahapatro*)
- [[4c4f69b1](https://github.com/jina-ai/jina/commit/4c4f69b150bc1f7103f31aea8ceade1f36081a7e)] __-__ __math__: bound cosine and minmax norm and fix divide-zero (#3173) (*Han Xiao*)
- [[25bb9030](https://github.com/jina-ai/jina/commit/25bb9030f3a36c328138180fa247377b6543497f)] __-__ executor point to pea again (#3144) (*Joan Fontanals*)
- [[3f7e96ba](https://github.com/jina-ai/jina/commit/3f7e96ba0ee25ef5bc34728b4e135ca02ca4a47a)] __-__ errorlog from partiald (#3164) (*Deepankar Mahapatro*)
- [[1cca4af0](https://github.com/jina-ai/jina/commit/1cca4af011d4b252a819cd64fcde03f11f4b0ada)] __-__ fix error message test (#3153) (*Joan Fontanals*)
- [[284872f5](https://github.com/jina-ai/jina/commit/284872f59373586da3a98c6f39be49c6034ba63f)] __-__ catch RuntimeError on signal handler set (#3152) (*Tobias Jacobowitz*)
- [[630a7353](https://github.com/jina-ai/jina/commit/630a735399f4c2db3191024d1a7910392208d443)] __-__ allow more versions of dgl (#3150) (*David Buchaca Prats*)

🧼 Code Refactoring

- [[8c68f75b](https://github.com/jina-ai/jina/commit/8c68f75bc5993ab9b2f6b70152d29f5478fc434e)] __-__ remove imports (#3177) (*Joan Fontanals*)
- [[152e2e95](https://github.com/jina-ai/jina/commit/152e2e954bc9c0eda103ededf97ce03ba73bf70e)] __-__ remove unused imports (#3158) (*Joan Fontanals*)
- [[47249582](https://github.com/jina-ai/jina/commit/47249582f7583548f2cf0dbebfe238dade0f58f6)] __-__ remove dict keys creation (#3151) (*David Buchaca Prats*)
- [[ab16cee0](https://github.com/jina-ai/jina/commit/ab16cee09446f426fd847d6ff09c4fd117805093)] __-__ no copy on append (#3148) (*Joan Fontanals*)

📗 Documentation

- [[97cd0592](https://github.com/jina-ai/jina/commit/97cd0592c833e369440228304e04ca484c119106)] __-__ add links to tutorials in readme (#3137) (*cristian*)

🏁 Unit Test and CICD

- [[f52ba2d9](https://github.com/jina-ai/jina/commit/f52ba2d99d36f1854fb0e3296732dc5475d3a8d8)] __-__ inject Document overload during CI (#3162) (*AlaeddineAbdessalem*)
- [[f949975a](https://github.com/jina-ai/jina/commit/f949975a94e3b433b5b24e99ca7ef8d41d346c07)] __-__ increase hub test coverage (#3147) (*AlaeddineAbdessalem*)

🍹 Other Improvements

- [[b525b1d9](https://github.com/jina-ai/jina/commit/b525b1d9291580d05fe05a6e1b9849dcd6ae9194)] __-__ __contributor__: update contributors (*Jina Dev Bot*)
- [[397de240](https://github.com/jina-ai/jina/commit/397de240482ec555217b2e063e2a93d8ce6a77e6)] __-__ merge demo dependencies (#3180) (*Tadej Svetina*)
- [[8f3891f0](https://github.com/jina-ai/jina/commit/8f3891f02b2bbbe1601966bbf22d3e171eb09abf)] __-__ merge latency tracking repo (#3047) (*Maksudur Rahman Maateen*)
- [[58866a9a](https://github.com/jina-ai/jina/commit/58866a9a7befc820d8fae669683940160f3f589a)] __-__ __docs__: update TOC (*Jina Dev Bot*)
- [[caa019a7](https://github.com/jina-ai/jina/commit/caa019a780dec5f64bffc42acafbfac2830d7853)] __-__ update readme (*Han Xiao*)
- [[30157b4a](https://github.com/jina-ai/jina/commit/30157b4a3b89db76ac6f48be83151e0a6039c090)] __-__ __docs__: fix readme typo (*Han Xiao*)
- [[91161fbe](https://github.com/jina-ai/jina/commit/91161fbe06c081b74be16b0f05bc5a7e596c0033)] __-__ __version__: the next version will be 2.0.19 (*Jina Dev Bot*)

<a name=release-note-2-0-20></a>

> Release time: 2021-08-11 07:04:34



🙇 We'd like to thank all contributors for this new release! In particular,
Han Xiao, Jina Dev Bot, Deepankar Mahapatro, Zhaofeng Miao, AlaeddineAbdessalem, 🙇


🧼 Code Refactoring

- [[2b79c067](https://github.com/jina-ai/jina/commit/2b79c06701bef3b6260805048f03d2facbb02c19)] __-__ __setup__: make standard deps as the default deps (#3145) (*Han Xiao*)

📗 Documentation

- [[73589246](https://github.com/jina-ai/jina/commit/73589246a08f61d6bde48026b92a04e7d7b75e29)] __-__ daemon in readme (#3122) (*Deepankar Mahapatro*)
- [[b7a1cf7f](https://github.com/jina-ai/jina/commit/b7a1cf7fe4dde25d1de32a59573112a97c13f75e)] __-__ __hub__: add description about the tag of hub (#3125) (*Zhaofeng Miao*)
- [[0eb06a94](https://github.com/jina-ai/jina/commit/0eb06a94fdc95f44be56e6d300725f54ca2905c3)] __-__ update dam chapter and add uses_with , uses_metas , uses_requests to Flow.md (#3146) (*AlaeddineAbdessalem*)

🍹 Other Improvements

- [[2e22f88d](https://github.com/jina-ai/jina/commit/2e22f88d7d30c3cb2b69780dc3a32dd842d071ae)] __-__ __docs__: fix layout of jinad markdown (*Han Xiao*)
- [[6c9704c2](https://github.com/jina-ai/jina/commit/6c9704c2911adcfde6872f2ac81ffe986bc649d4)] __-__ __docs__: update TOC (*Jina Dev Bot*)
- [[2cc4fb0b](https://github.com/jina-ai/jina/commit/2cc4fb0b148dd1bffa578d003cb4bb5b5da942c8)] __-__ __contributor__: update contributors (*Jina Dev Bot*)
- [[994a61c0](https://github.com/jina-ai/jina/commit/994a61c0f8ad5243e67dba3b3aa396aa5a32e402)] __-__ __docs__: fix layout of jinad (*Han Xiao*)
- [[92613c32](https://github.com/jina-ai/jina/commit/92613c32dc80b7da21562005f1f45bf0468cb5ef)] __-__ __version__: the next version will be 2.0.18 (*Jina Dev Bot*)

<a name=release-note-2-0-19></a>

> Release time: 2021-08-10 12:17:55



🙇 We'd like to thank all contributors for this new release! In particular,
Paul-Louis NECH, Joan Fontanals, Jina Dev Bot, felix-wang, AlaeddineAbdessalem, Roshan Jossy, Han Xiao, David Buchaca Prats, Zhaofeng Miao, Maximilian Werk, Wang Bo, cristian, Deepankar Mahapatro, Sebastian Lettner, 🙇


🆕 New Features

- [[9745d8d6](https://github.com/jina-ai/jina/commit/9745d8d693dce3f04044fc9c6fca8295b9bad467)] __-__ unify da dam interface (#3002) (*AlaeddineAbdessalem*)
- [[668cca7c](https://github.com/jina-ai/jina/commit/668cca7ce6c661831ea4e26d977d7d718c81cece)] __-__ match with batching capability (#3113) (*David Buchaca Prats*)
- [[1f03fefe](https://github.com/jina-ai/jina/commit/1f03fefeb78e4d0f3ee7f51048eb3b97aa107f61)] __-__ __hubble__: push/pull rich logging (#3104) (*felix-wang*)
- [[dbe17886](https://github.com/jina-ai/jina/commit/dbe17886ab6fa88d865a05fbad416fda5c4fa855)] __-__ supporting jina hub push --tag and --docker-file (#3116) (*Zhaofeng Miao*)
- [[fa7c4770](https://github.com/jina-ai/jina/commit/fa7c4770a4377247c8e1ea5739fb051df64140b1)] __-__ add data request handler (#3105) (*Joan Fontanals*)
- [[4e14b19e](https://github.com/jina-ai/jina/commit/4e14b19eb3c7f4a6cc98034555431c2d0abe526b)] __-__ __daemon__: rolling update via client (#3111) (*Deepankar Mahapatro*)
- [[3329576f](https://github.com/jina-ai/jina/commit/3329576f66833c542cc410570c6025d8fa7781fe)] __-__ change default entrypoint and allow runtimes in main process (#2985) (*Joan Fontanals*)
- [[990a51d6](https://github.com/jina-ai/jina/commit/990a51d6a69a40146e6705eb0b8e6caf841a6fcc)] __-__ __executor__: add uses-requests cli to override requests in Executor (#3092) (*Han Xiao*)
- [[3ff5fe98](https://github.com/jina-ai/jina/commit/3ff5fe98fc9f52ebc0dc7221edf4a9a79e9bf3cf)] __-__ connect to pred config (#3051) (*Maximilian Werk*)

🐞 Bug fixes

- [[845e8805](https://github.com/jina-ai/jina/commit/845e88059ac726a93c51e0fe67a1dd44cb4dbe5e)] __-__ __hubble__: docker pull progressbar (#3136) (*felix-wang*)
- [[c7a2f60c](https://github.com/jina-ai/jina/commit/c7a2f60cc85cdbf025a1e5dc4c1358ca9a404291)] __-__ __hubio__: more meaningful exception when docker not running (#3131) (*Han Xiao*)
- [[01564f94](https://github.com/jina-ai/jina/commit/01564f946174255741ef75a2addc2c7637dbe9e0)] __-__ __http__: tag update (#3108) (*Deepankar Mahapatro*)
- [[55df38f7](https://github.com/jina-ai/jina/commit/55df38f7aa52630b9371aaac344e56267c9c91b2)] __-__ delete and list workspaces (#3102) (*Deepankar Mahapatro*)
- [[44054eea](https://github.com/jina-ai/jina/commit/44054eeaec1a005f7897dfa5a4c090710539d341)] __-__ add sparse support (#3097) (*David Buchaca Prats*)

🧼 Code Refactoring

- [[2aee8360](https://github.com/jina-ai/jina/commit/2aee8360ba401a6ed58ae497c47f5f6df6515ff3)] __-__ improve document update method (#3112) (*Wang Bo*)
- [[c69d97bf](https://github.com/jina-ai/jina/commit/c69d97bf5fd44a7a7b4bd3e8f0a859e11d98fde2)] __-__ remove attribute (#3117) (*Joan Fontanals*)
- [[ed3ff21e](https://github.com/jina-ai/jina/commit/ed3ff21eddf1c00b71a17de58fc06e52b975e1a4)] __-__ change bind to all inbound (#3069) (*Sebastian Lettner*)

📗 Documentation

- [[b099fc30](https://github.com/jina-ai/jina/commit/b099fc3027e521a5100102710423ebf2003b6701)] __-__ __Executor.md__: Minor typos (#3101) (*Paul-Louis NECH*)
- [[9e20540d](https://github.com/jina-ai/jina/commit/9e20540d7dd39a8cedabfac595e54a4a2ffbcf4a)] __-__ update cookbooks #138 (3098) (*AlaeddineAbdessalem*)
- [[0263d30a](https://github.com/jina-ai/jina/commit/0263d30ad3bc81ea56f46a49250ee43d68850746)] __-__ add black logo (#3135) (*Roshan Jossy*)
- [[c6999e13](https://github.com/jina-ai/jina/commit/c6999e13e936de9ffbca0c2677632ef02964d97d)] __-__ add black logo (#3133) (*Roshan Jossy*)
- [[f9755fd7](https://github.com/jina-ai/jina/commit/f9755fd7b150857ea9dcef79853e8c23454a3604)] __-__ added add method configs (#3066) (*Maximilian Werk*)
- [[6a58fdef](https://github.com/jina-ai/jina/commit/6a58fdefb09cc8e0be0bd63f223ed01f191e50b8)] __-__ fix guy - person (#3115) (*cristian*)

🏁 Unit Test and CICD

- [[e7098354](https://github.com/jina-ai/jina/commit/e70983542f3b15d74229359d18c90efd43db317f)] __-__ refactor test (#3132) (*Joan Fontanals*)

🍹 Other Improvements

- [[ab7e6a5b](https://github.com/jina-ai/jina/commit/ab7e6a5bcdd6a03eb06d3f2fec6db648f84d5a07)] __-__ __docs__: update TOC (*Jina Dev Bot*)
- [[0d8544fb](https://github.com/jina-ai/jina/commit/0d8544fb192ccde1a945b6ee40052d2707db4c68)] __-__ __contributor__: update contributors (*Jina Dev Bot*)
- [[7394523a](https://github.com/jina-ai/jina/commit/7394523ad2c9a0d1f9df13d995aaaadab3eddb12)] __-__ revert add black logo (#3133)&34; (3134) (*Han Xiao*)
- [[066c2938](https://github.com/jina-ai/jina/commit/066c29386cb94d4cee1a7e8eeb56938e579ef957)] __-__ __version__: the next version will be 2.0.17 (*Jina Dev Bot*)

<a name=release-note-2-0-18></a>

> Release time: 2021-08-03 09:18:53



🙇 We'd like to thank all contributors for this new release! In particular,
Han Xiao, Jina Dev Bot, Joan Fontanals, 🙇


⚡ Performance Improvements

- [[bac641d9](https://github.com/jina-ai/jina/commit/bac641d94f06e1e797930ea7481ff3fc974e0cb4)] __-__ __types__: remove unnecessary DA building in get_attributes (#3064) (*Han Xiao*)

🐞 Bug fixes

- [[183b76f5](https://github.com/jina-ai/jina/commit/183b76f5882087b06a8879df7822c76255c6a91e)] __-__ __init__: bring back default fork mp start method on macos (#3084) (*Han Xiao*)
- [[4951b3d4](https://github.com/jina-ai/jina/commit/4951b3d4f2ef485dff78effdb9d0bd5ffa2f7158)] __-__ __setup__: fix missing wheel dependencies in setup.py (#3078) (*Han Xiao*)
- [[50373245](https://github.com/jina-ai/jina/commit/50373245599d8752dd0b58338691838b918c2daa)] __-__ fix plot (#3074) (*Joan Fontanals*)
- [[671a310b](https://github.com/jina-ai/jina/commit/671a310b1cb34e99faad63584f20aa4e72a1ed5b)] __-__ fix 0 sparse array (#3073) (*Joan Fontanals*)
- [[27d93c25](https://github.com/jina-ai/jina/commit/27d93c25dd957ba7b1e106ca56337bf15551c26e)] __-__ __math__: fix minmax normalize to row-wise normalization (#3065) (*Han Xiao*)

🍹 Other Improvements

- [[046356fd](https://github.com/jina-ai/jina/commit/046356fd12c5439d2921bce518c1f6849c912099)] __-__ __docs__: update TOC (*Jina Dev Bot*)
- [[11c78e0f](https://github.com/jina-ai/jina/commit/11c78e0f771594e1fa50a13a2bfb81a26d739a73)] __-__ __contributor__: update contributors (*Jina Dev Bot*)
- [[a71ee9a7](https://github.com/jina-ai/jina/commit/a71ee9a75efe93618fd1fb1ce9ae1792c6ea78ee)] __-__ __version__: the next version will be 2.0.16 (*Jina Dev Bot*)

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> Release time: 2021-08-02 02:30:24



🙇 We'd like to thank all contributors for this new release! In particular,
Han Xiao, Jina Dev Bot, 🙇


🆕 New Features

- [[868d87b6](https://github.com/jina-ai/jina/commit/868d87b6664022ae8b82dca5df1f42d41f7c0f6f)] __-__ __types__: add tsne algorithm to visualization (#3063) (*Han Xiao*)
- [[999b4fa9](https://github.com/jina-ai/jina/commit/999b4fa9f54cb9ee56fa09d74ebe2269044fad0d)] __-__ add env JINA_MP_START_METHOD for changing mp start_method (#3062) (*Han Xiao*)
- [[dfc474e6](https://github.com/jina-ai/jina/commit/dfc474e69197eff9d10aaee40324bf8165378f0f)] __-__ __types__: improve usability of visualize function (#3059) (*Han Xiao*)

⚡ Performance Improvements

- [[4543fcaf](https://github.com/jina-ai/jina/commit/4543fcaf8fbceb077262d6c828738eab7f32e113)] __-__ __types__: remove cache_invalidator in DA for better performance (#3060) (*Han Xiao*)

🍹 Other Improvements

- [[3d33a39f](https://github.com/jina-ai/jina/commit/3d33a39f7ba3eed233b0746468dd1fee2a9b430c)] __-__ __docs__: update TOC (*Jina Dev Bot*)
- [[001f4c61](https://github.com/jina-ai/jina/commit/001f4c61fec88e90d41d8987a2dcf25cbd8cca4b)] __-__ __contributor__: update contributors (*Jina Dev Bot*)
- [[f59930d5](https://github.com/jina-ai/jina/commit/f59930d584e66a0b86936879910b72b7780915bd)] __-__ update readme and contributing guide (*Han Xiao*)
- [[f9255586](https://github.com/jina-ai/jina/commit/f9255586a7b196da122d1e37f8633c08085c5ddd)] __-__ remove google colab button (*Han Xiao*)
- [[e420e22b](https://github.com/jina-ai/jina/commit/e420e22b6159ca878049e55b0b9ffc48f9cb7ad7)] __-__ __version__: the next version will be 2.0.15 (*Jina Dev Bot*)

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