Modes
Python package: neptune-scale
The following modes are available for the Neptune Scale Python client:
| Mode | Value | Description |
|---|---|---|
| Asynchronous (default) | async | Neptune periodically synchronizes the logged data with the server from memory. |
| Disabled | disabled | No data is logged or sent anywhere. |
To set the mode, pass it to the mode argument when initializing a run:
from neptune_scale import Run
run = Run(mode="async")
Asynchronous mode (default)
By default, metadata logging works asynchronously. The tracked data is temporarily stored in memory and periodically synchronized by a separate thread in the background. All logging calls are non-blocking.
On connectivity issues, the client tracks your metadata locally and continuously tries to re-establish a connection with the servers. Once your run is finished and the connection has not been re-established, Neptune continues trying for another 5 minutes. After this period, the process ends.
run = Run(mode="async")
Disabled
All Neptune-related logging is turned off. It can come in handy when you're debugging your code and don't want to pollute your Neptune project.
run = Run(mode="disabled")