Release 0.14.0 of gordo-components

• Pretty Sphinx-generated html documentation, available with make docs. (#140)
• Add lstm_symmetric and lstm_hourglass as possible "kinds" to KerasLSTMAutoEncoder (#159)
• IROC reader: Ignore empty files (#171)
• Support Troll A in NCS-reader (#176)
• Save and serve Keras model build history (loss/acc for all epochs) (#148)
• Make Watchman report status & logs of model builders / servers to allow debugging without kubectl (#164)
• Add ability to cache and re-use old models per project for faster model-deployments (#184)
• Move gordo-demo into gordo-components with entry-point gordo-components client (#165)

Release 0.13.0 of gordo-components

Notable updates for this release

• LSTM AutoEncoder support (bcfc97c, 179794d)

• RandomDataset Provider (8318bdb)

• row_filter for TimeSeriesDataset (0c2627b, f930a0e)

• Travis build upgrades (0e087bc, 9767c75)

Release 0.12.1 of gordo-components

This is a bugfix release which fixes a performance degradation where tag-fetching started taking very long time (#149)

Release 0.12.0 of gordo-components

Version 0.12 of gordo-components contains the following user-observerable changes:

• Support ability to download model from server via route GET /download-model (#133). The model can be loaded using gordo_components.serializer.loads
• Add cross validation to build_model process w/ metadata (#134). The default is to do a 3-fold CV with explained-variance as scoring. The values are available in the metadata under model.cross-validation.scores
• Add /prediction GET route to gordo ml server (#100). Takes 'start' and 'end' query parameter timestamps and returns an array of dicts specifying details information about each request such as time range interval
  named tags and their values, along with absolute abnormality score. Requires that access to an influx-database with raw values have been set up for the project.
• Add IROC reader to DataLakeBackedDataset (#135). This allow gordo to transparently use IROC-data in the same way as NCS (Norwegian continental shelf)-data.

Release 0.11.0 of gordo-components

Introduces a concept of DataProvider and Dataset, where dataset uses data providers to get data. (2adcc3b)

Release 0.10.0 of gordo-components

• Rename feedforward_symetric to feedforward_model
• Add model constructor feedforward_hourglass
• Change default KerasAutoEncoder kind to hourglass

Release 0.9.0 of gordo-components

• No longer require TRAIN_START/END_DATE or TAGS to be passed to cli.build routine as environment variables, will come in as data_config (41de274)

Release 0.8.0 of gordo-components

• /predictions -> /prediction for gordo ml server (baf37bf)

• /metadata's JSON version -> gordo-server-version (67d05e9)

• gordo_components.dataset._datasets is now public, (1c7522d)

• gordo_components.dataset.get_dataset is now private (a4e776d)

• gordo_components.builder.build_model will return tuple(model, metadata) and will not save, and thus no output_dir parameter (00c0561)

• Add example notebooks (e8db53e)

Release 0.7.0 of gordo-components

• Support dumps and loads for gordo serializer (7774f7a)

  • Can dump a pipeline into bytes serializer.dumps() and load serializer.loads()

• Update watchman to just use target names (43dac9b)

  • Running watchman no longer requies a list of sanitized machine/target names. Only the project name

• Pickup METADATA passed in from infrastructure (5927f4c)

  • Allows users to specify metadata key mapping in each machine config

• Make Watchman return metadata from servers & report naked endpoints (18b0528)

  • endpoints now reports endpoint as the base path to the server and not /metadata as the endpoint.
  • Returns the metadata from the endpoints metadata route as well as healthy status

• Update ambassador host to match namespace it's in (b3911d0)

  • Ambassador was moved into its own namespace, fix for watchman contacting servers.

• Add DataLakeBackedDataset as a possible data getter (227eade, 48f383b, 4385aba)

Release 0.6.1 of gordo-components

• Fix of Swagger UI when deployed on Kubernetes behind Ambassador (3e563e3)