Release 0.44.0

• Breaking change: Add raw anomaly scores (#759)
• Add MLflow logging to model builder (#573)
• Add InsufficientDataError in dataset (#772)
• Workflow: Add labels to various script steps (#755)
• Watchman: Change some loglevels info->debug (#760)
• Set workflow failFast=false (#782)
• Cache metadata entries in the server (#781)
• Bump scikit-learn requirement from 0.20 to 0.22

Release 0.43.0

New release, hot off the press! 🗞️

Minor

• DiffBasedAnomalyDetector: total-anomaly-confidence calculation ( #738 )
• Remove per-machine server resources from examples ( #674 )
• Remove patch versions from in-files ( #743 )
• Change default log level to info ( #742 )
• Bump catboost from 0.19.1 to 0.20 ( #741 )
• Workflow: Remove gordo-mdl from the model-names ( #735 )
• Change client dependencies in argo template ( #734 )

Patch

• Change lambda and static method to factory for serialization (#751 )

Release 0.42.0

• Workflow: Delete old model objects #733

Release 0.42.0-rc1

• Don't convert DataFrame to ndarray in cv (#732)
• Bump gunicorn from 20.0.3 to 20.0.4
• Bump pytest from 5.3.0 to 5.3.1
• Bump pip-tools from 4.2.0 to 4.3.0

Release 0.42.0-rc

• Convert workflow component unittests to pytest (#697)
• Add default_asset to sensortag and dataset (#699)
• Add NoSuitableDataProviderError (#702)
• Refactor model building with a ModelBuilder (#689)
• Add new asset to path, 1904, 1170 and 1219 (#701) NOTE: no path known datalake specified, so loading will fail.
• Watchman list then watch, model update interval 20m -> 60m (#708)
• Add thread lock to data_provider get_client (#707)
• Restarting k8s watch on error events (#710)
• Support anomaly factors in DiffBasedAnomalyDetector (#673)

Release 0.41.0

• Add SensorTagNormalizationError with exit code 60 (#684)
• Workflow: Clean up quoting data to builder (#683)
• Use Model CRD for model build notification (#680) (note: this means you need a cluster with an updated version of infrastructure installed)
• Workflow: Perform manual pod GC at workflow exit (#695)

Release 0.40.0

Model building:

• Add ability to scale y when scoring models (#599)
• Support setting random seed in evaluation key (#632)
• Accept metrics list in evaluation config key (#631)
• Model builder: Add different exit codes for different exceptions (#668)
• Patch model's dataset config with global dataset config (#656)

Client:

• Support configuring client Session via CLI (#622)
• Fix client's metadata handling (#621)
• Client.predict(..) optionally take specific endpoints (#626)

Server:

• Add access and error logfile to server (#625)

Workflow generator:

• Add checks for invalid model config in workflow generator (#630)

K8s scalability fixes:

• Set model builder requests=limits, cpu: 1001, memory:3900
• Add exponential retries to workflow resource steps (#638)
• Workflow: delete pods when workflow succeeds (#645)

Release 0.39.0

Changes

• Rename Dockerfile-Argo -> Dockerfile-GordoDeploy (#614)
  Dockerfile-Argo isn't reflective to what it is/does
• Remove custom keras model serializations (#609)
  No longer create a tree representing a pickled pipeline,
  where any Keras models are saved with .h5 file. Rather
  make our Keras models pickle-able and pickled the entire
  model/pipeline directly.
• Mark test_argo_link with dockertest
• Ignore benchmarks in 'test' setup.py command
• Add cpu limits to misc utility workflow steps
• Add limits to postgres and grafana
• Remove bad chars in path
  Remove invisible chars in the path as they are removed from the datalake.
• Remove unused tqdm from requirement files
• pip-tools upgrade test_requirements.txt
• pip-tools upgrade requirements.txt
• Consolidate CI tests into ~4-5min run times (#602)
  Consolidate the CircleCI tests into ~4-5min run times,
  which introduces no code changes, only CIrcleCI config
• Remove httpbin fixture (#600)
  Not use by tests any longer

Requirement updates

Bump pyarrow from 0.15.0 to 0.15.1
Bump pytest-mypy from 0.4.1 to 0.4.2
Bump python-dateutil from 2.8.0 to 2.8.1
Bump pandas from 0.25.2 to 0.25.3 (#616)
Bump notebook from 6.0.1 to 6.0.2 (#619)
Bump apscheduler from 3.6.1 to 3.6.3
Bump catboost from 0.18 to 0.18.1

Release 0.38.0

No changes from 0.38.0-rc1

Release candidate 0.38.0-rc1

Commits (#PRs)

• Fixed typo logging -> logger (#588)
• Remove Client async allow for init session (#587)
• Add catboost to requirements (#586)
• Add typing_extensions to requirements (#589)
• Bump typing-extensions from 3.7.4 to 3.7.4.1 (#595)
• gordo-components workflow generate updates (#590)
  • Remove concept of cleanup_version
  • Accept env vars for all options
  • Rename kwargs to context in workflow generator CLI
  • Compare workflow generate stdout and file output
  • Add required for machine-config and project-name
• Bump black from 19.3b0 to 19.10b0 (#597)
  • Bump black from 19.3b0 to 19.10b0
  • Fix black 19.3b0 to 19.10b0 format changes
• Move ml-server outside of influx block (#598)
• Remove ruamel.yaml test dependency (#596)