Acumos Python Client Release Notes

v0.9.8, 06 November 2020

• Return docker URI & added an optional flag to replace and existing model when dumping ‘ACUMOS-4298 <https://jira.acumos.org/browse/ACUMOS-4298>’_
• The model bundle can now be dumped directly as a zip file ‘ACUMOS-4273 <https://jira.acumos.org/browse/ACUMOS-4273>’_
• Allow installation on python 3.9 ‘ACUMOS-4123 <https://jira.acumos.org/browse/ACUMOS-4123>’_

v0.9.7, 27 August 2020

• Add support of python 3.7 & 3.8 ‘ACUMOS-4123 <https://jira.acumos.org/browse/ACUMOS-4123>’_
• Display acumos logo on github ‘ACUMOS-4094 <https://jira.acumos.org/browse/ACUMOS-4094>’_

v0.9.4, 05 April 2020

• Give image tag URL from python client ‘ACUMOS-3956 <https://jira.acumos.org/browse/ACUMOS-3961>’_

v0.9.3, 30 Mar 2020

• Modify unstructured type section in pypi ‘ACUMOS-3956 <https://jira.acumos.org/browse/ACUMOS-3956>’_
• Raise an Error when using asymetric type ‘ACUMOS-3956 <https://jira.acumos.org/browse/ACUMOS-3956>’_

v0.9.2, 31 Jan 2020

• Remove support for python 3.5 Gerrit-6275

v0.9.1

• add raw format support ACUMOS-2712
• publish content type for long description Gerrit-5504

v0.8.0

(This is the recommended version for the Clio release)

• Enhancements
  • Users may now specify additional options when pushing their Acumos model. See the options section in the tutorial for more information.
  • acumos now supports Keras models built with tensorflow.keras
• Support changes
  • acumos no longer supports Python 3.4

v0.7.2

• Bug fixes
  • The deprecated authentication API is now considered optional
  • A more portable path solution is now used when saving models, to avoid issues with models developed in Windows

v0.7.1

• Authentication
  • Username and password authentication has been deprecated
  • Users are now interactively prompted for an onboarding token, as opposed to a username and password

v0.7.0

• Requirements
  • Python script dependencies can now be specified using a Requirements object
  • Python script dependencies found during the introspection stage are now included with the model

v0.6.5

• Bug fixes
  • Don’t attempt to use an empty auth token (avoids blank strings to be set in environment)

v0.6.4

• Bug fixes
  • The normalized path of the system base prefix is now used for identifying stdlib packages

v0.6.3

• Bug fixes
  • Improved dependency inspection when using a virtualenv
  • Removed custom packages from model metadata, as it caused image build failures
  • Fixed Python 3.5.2 ordering bug in wrapped model usage

v0.6.2

• TensorFlow
  • Fixed a serialization issue that occurred when using a frozen graph

v0.6.1

• Model upload
  • The JWT is now cleared immediately after a failed upload
  • Additional HTTP information is now included in the error message

v0.6.0

• Authentication token
  • A new environment variable ACUMOS_TOKEN can be used to short-circuit the authentication process
• Extra headers
  • AcumosSession.push now accepts an optional extra_headers argument, which will allow users and systems to include additional information when pushing models to the onboarding server

v0.5.0

• Modeling
  • Python 3.6 NamedTuple syntax support now tested
  • User documentation includes example of new NamedTuple syntax
• Model wrapper
  • Model wrapper now has APIs for consuming and producing Python dicts and JSON strings
• Protobuf and protoc
  • An explicit check for protoc is now made, which raises a more informative error message
  • User documentation is more clear about dependence on protoc, and provides an easier way to install protoc via Anaconda
• Keras
  • The active keras backend is now included as a tracked module
  • keras_contrib layers are now supported

v0.4.0

• Replaced library-specific onboarding functions with “new-style” models
  • Support for arbitrary Python functions using type hints
  • Support for custom user-defined types
  • Support for TensorFlow models
  • Improved dependency introspection
  • Improved object serialization mechanisms