Gordo

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)

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

No changes from [0.38.0-rc1](https://github.com/equinor/gordo-components/releases/tag/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)

- Add optional base_path argument to NCS reader :book: (553)
- Support no resampling in TimeSeriesDataset :clock1: (539)
- Workflow: Add start ml-server after ensure-single-workflow :m: (572)
- Add ml-server as dependency for model-building :crossed_fingers: (572)
- Make client have Mutex for setting endpoints :computer: (519)
- Fix grafana metrics query :question: (582)
- Add istio virtualservice to workflow :goal_net: (563)
- Add more logging to server :deciduous_tree: (576)
- Version bumps :us_virgin_islands:
- Bump pytest from 5.2.1 to 5.2.2 (584)
- Bump azure-datalake-store from 0.0.47 to 0.0.48 (585)
- Bump nbconvert from 5.6.0 to 5.6.1 (583)
- Bump pytest-mock from 1.11.1 to 1.11.2 :bird: (575)

User-facing changes:
- Support row filter buffering (542)
- Url encode requests to datalake (562)
- Increase default client batch size from 1000 to 100000 (545)

NB: 562 implies an important change in how you write the tag-names for Equinor tags. If the tag-name contain a slash, as in e.g. `ABC-f2612/garPaD/DAMN` then you previosly wrote the tag as `ABC-f2612%2FgarPaD&2FDAMN`, which is how the tag is listed in the datalake. You shall now write the tag with the actual tag-name (i.e. `ABC-f2612/garPaD/DAMN`)

Other changes:
- Allow parametrization of image sources in workflow (548)
- Add and fix Client component docs (551)
- Add datalake path for 1230-Visund
- Update gordo server to run with Gunicorn (536)
- Set clusterIP: None for gordo-notification-svc (566)
- Workflow: remove influx env var mounting (568)