Define an interface for experimenters to provide final inputs data with a label

TanguySoto commented 3 years ago

This story is part of epic Generalize OrbitAI.

give raw OBSW data to experimenters
allow experimenters to perform any checks and transformation they want on raw OBSW data
allow experimenters to give back transformed OBSW data + associated label
make it easy in case we want to allow non-binary classification

georgeslabreche commented 3 years ago

@TanguySoto some note regarding the refactored ML Server:

You no longer need to send it a "train" or "infer" string as part of the command string. It will figure this out on its own based on what mode is set in the properties file.
When sending data input for training or inference, the first four characters of the command string is a numerical value representing the length of the command message, e.g.:
```
0041 +1 1:1.232 2:2.412 3:2.123 4:5.23223
0031 -1 1:1.232 2:2.412 3:2.123
```

This is described here but eventually should be documented in the README.

georgeslabreche commented 3 years ago

@TanguySoto what do we need to do to get this issue closed?

georgeslabreche / opssat-orbitai