v0.5.2

Full Changelog

Merged pull requests:

• Small docs update #213 (cliveseldon)
• Metaflow updates #212 (cliveseldon)
• Remove non-seldon runtimes #210 (cliveseldon)
• update changelog for 0.5.1 #209 (cliveseldon)

v0.5.1

v0.5.1 (2021-09-27)

Closed issues:

• test-issue #206
• test issue #204
• Create an mlflow example in tempo #187
• Add GPT-2 example #160

Merged pull requests:

• Github Actions Tests #208 (cliveseldon)
• Fix metaflow local/remote decision and update to 0.5.1 release #207 (cliveseldon)
• Updating triton image #203 (axsaucedo)

v0.5.0

Full Changelog

Closed issues:

• Create MLFlow Example showcasing Seldon Core MLServer V2 MLFlow server #188
• Release Tempo v0.3.0 #182
• Run tests across multiple Python versions #181
• Rearchitect/refactor runtime options to provide consistent mappings #150

Merged pull requests:

• Update metaflow to 0.5.0 #201 (cliveseldon)
• use mlserver 0.4.1 in examples #200 (sakoush)
• use mlserver 0.4.1 #199 (sakoush)
• Fix metaflow readme #198 (cliveseldon)
• clarify note on k8s ansible collection #193 (RafalSkolasinski)
• Adding GPT2 Example #192 (axsaucedo)
• WIP: Update tempo to 0.5.0 and update metaflow example #191 (cliveseldon)
• Update docs for Metaflow #190 (cliveseldon)
• Various fixes to enable tempo to pack environment for single models #189 (sakoush)
• Added 0.3.0 changelog #185 (axsaucedo)
• Metaflow demo #170 (cliveseldon)

v0.3.0

v0.3.0 (2021-08-05)

Full Changelog

Closed issues:

• Quickstart Guide contains link leading to page not found #177
• [TenorRT] Predict return bad request 400 #172
• test issue #153
• Create 2-min quickstart video #70
• Adding functionality for state through State class #53

Merged pull requests:

• Update version for 0.3.0 release #184 (cliveseldon)
• Bump MLServer to 0.4.0 #183 (adriangonz)
• Sherif akoush/quickfix/improve docs #180 (sakoush)
• Rerun examples and add aio deploy_local/remote #178 (cliveseldon)
• Added sphinx search extension to docs #176 (axsaucedo)
• Updated tempo logo #175 (axsaucedo)
• Add tensorrt fix for Docker and incubating example #174 (cliveseldon)
• Runtime refactor #171 (axsaucedo)
• Updated logo (trimmed to make fit within area) #169 (axsaucedo)
• Update Readme #168 (cliveseldon)
• Added tempo logo #167 (axsaucedo)
• update to 1.9.0 istio #166 (cliveseldon)
• add ephemeral containers feature gate to kind config #162 (cliveseldon)
• State working implementation with K8s and Docker #158 (axsaucedo)
• Updated google tag #157 (axsaucedo)
• Update version badge to be dynamic linked to PyPI release #156 (jklaise)
• Fix deploy docs link #152 (majolo)
• Request logger with cloud events (compatible with Seldon Deploy install) #151 (axsaucedo)
• Default to no executor for seldon core runtime #149 (cliveseldon)
• Update .pre-commit-config.yaml #148 (axsaucedo)
• Added pre-commit hook and contributing doc #147 (axsaucedo)
• Updating API docs by running docs #146 (axsaucedo)
• Adding header projects #145 (axsaucedo)
• Added changelog #143 (axsaucedo)
• use link to .html instead of .md #142 (RafalSkolasinski)

v0.2.0

v0.2.0 (2021-06-16)

Full Changelog

Closed issues:

• Provide default types for function to allow pipeline/model func/class def without types #133
• Link Broken in ReadMe #113
• Add async / await support for sending requests #43
• Publish to PyPI first version #42

Merged pull requests:

• release 0.2.0 #141 (cliveseldon)
• Bump MLServer to 0.3.2 #140 (adriangonz)
• Update README.md #139 (axsaucedo)
• Added top level tempo object that exposes context specific objects #138 (axsaucedo)
• Update quickstart.md #137 (RafalSkolasinski)
• Create Deploy top level method #135 (cliveseldon)
• Adjust to public repository with Ansible Tools #134 (RafalSkolasinski)
• Non blocking async/sync compatible insights logger #131 (axsaucedo)
• Add support for AsyncIO #130 (adriangonz)
• update ambassador ansible #128 (cliveseldon)
• Allow PipelineModels to be directly importable from tempo #127 (adriangonz)
• Add Overview Doc #126 (cliveseldon)
• Update docs for ansible #125 (cliveseldon)
• fix ansible core istio #124 (cliveseldon)
• fix docs link typo to multi-model example #118 (cliveseldon)
• Use TEMPO_SERVER and 1.8.0 minio changes #117 (cliveseldon)
• Add knative eventing plus playbook #116 (cliveseldon)
• Fix docs and add FAQ #114 (cliveseldon)

v0.1.0

Initial Tempo Release.

• https://pypi.org/project/mlops-tempo/0.1.0/

v0.1.0 (2021-05-06)

Full Changelog

Closed issues:

• Save class definition (instead of instance) #91
• Early Access Docs #89
• Move MLServer's Tempo inference runtime to this repo #73
• Publish RTD docs #68
• Override Docker image #67
• Reinvestigate dill #65
• Improve notebook reproducibility/ease of use #62
• ability to specify runtime as argument to the .deploy method? #61
• Deploy pipeline in KFServing #55
• Remove transitive dependency when saving pipelines #54
• How to replicate conda env for prepackaged Models #49
• Create quickstart doc in README.md #41
• Move notebooks to docs examples folder #40
• Add outlier detection example #37
• Add explainers #30
• Initial code quality tools #29
• Add documentation and update readme towards soft release #27
• Add functionality for state using redis as backend #26
• Handler additional artifacts and custom load methods #17
• Default custom functions to "local runtime" #16
• Re-organise test structure and fixtures #15
• Deploy Pipeline in Docker and K8s #14
• Remove tensorflow dependency #13
• Add tox to test environment #12
• Make deploy / undeploy idemptotent #11
• Re-think the interaction between Protocol and Runtime #3
• Uploading dynamic env to get loaded from MLServer #2

Merged pull requests:

• Version 0.1.0 #112 (cliveseldon)
• Update examples #111 (cliveseldon)
• Update Custom example #110 (cliveseldon)
• Client list_models integration #109 (cliveseldon)
• Updated to support hostname on minio #106 (axsaucedo)
• Add support for serialising classes #105 (adriangonz)
• bump version to 0.1.0-dev11 #104 (cliveseldon)
• Replace Cloudpickle for Dill #103 (adriangonz)
• Updated custom css to be under _static #102 (axsaucedo)
• Add workflow Doc #101 (cliveseldon)
• add tempo as docs requirement #99 (cliveseldon)
• add api docs #98 (cliveseldon)
• Finish examples #97 (cliveseldon)
• rename docs examples introduction to intro #96 (cliveseldon)
• Updated example #95 (cliveseldon)
• update version #93 (cliveseldon)
• clean exmaple notebooks #92 (cliveseldon)
• fix typo #88 (cliveseldon)
• add overview docs #87 (cliveseldon)
• update docs #86 (cliveseldon)
• update overview png #84 (cliveseldon)
• update docs #83 (cliveseldon)
• readthedocs #82 (cliveseldon)
• Docs refactor #81 (cliveseldon)
• Fix deploy integration and abstract Ingress #80 (cliveseldon)
• Allow pydantic runtime_options #79 (cliveseldon)
• Minimal models for remote #77 (RafalSkolasinski)
• Add ansible playbooks #76 (cliveseldon)
• Add custom loaders for function notation #75 (adriangonz)
• Add mlserver package with MLServer's Inference Runtime #74 (adriangonz)
• Seperate Runtime from Model/Pipeline #72 (cliveseldon)
• docs refactor for basic example #71 (cliveseldon)
• Updated basic example and docs #66 (cliveseldon)
• Re-organise tests #63 (adriangonz)
• kfserving in outlier #60 (cliveseldon)
• fix test #58 (cliveseldon)
• lint #57 (cliveseldon)
• lint #56 (cliveseldon)
• WIP: Outlier example #52 (cliveseldon)
• Added license #48 (axsaucedo)
• Move notebooks to docs/examples folder #45 (adriangonz)
• Add step to set up Docker #44 (adriangonz)
• Add black, flake8, isort and mypy #39 (adriangonz)
• Added docs #36 (axsaucedo)
• clean up explainer example #35 (cliveseldon)
• clean up explainer example with params #34 (cliveseldon)
• update v2 type handling for BYTES #33 (cliveseldon)
• add explainer conda.yaml #32 (cliveseldon)
• WIP: Explainer updates #31 (cliveseldon)
• Environment update #28 (cliveseldon)
• State exploration with mab example #25 (axsaucedo)
• WIP : Add end-to-end example for Tempo pipelines #20 (adriangonz)
• Updates from MLServer work #19 (cliveseldon)
• Add kfserving #10 (cliveseldon)
• Fix tests #9 (cliveseldon)
• Pack environment and upload alongside model / pipeline artifact #8 (adriangonz)