Remote evaluation feature implemented for pipelines in composer
What's new:
'Remote' module:
- run_pipeline.py script is added. It receives the pipeline and data description as input and returns the fitted pipeline. This script is aimed to be called at the remote node
- ComputationalSetup class added to implement the remote fit of pipelines
- Batch evaluation of the pipelines added to the composer if ComputationalSetup is initialized.
- Logic for REST requests to a remote server with computational resources.
Other:
- Indices corrected for Data. Now, the indices are preserved during transformations and not creating from scratch.
- New notebook added for industrial case
- Minor fixes in forecasting
Known disadvantages:
- Now, the ComputationalSetup is DataMall-specific. The refactoring to support different strategies is expected.
- Сlient should be moved to external repository as exported from pypi.