dotnet / dotnet/machinelearning-samples

Database integration sample: How to handle transient database errors

Open
#507 2 comments 0 reactions 0 assignees View on GitHub
Dominant language
PowerShell
Stars
4.7k
Forks
2.7k
Avg merge
2d 22h
Merged PRs (30d)
1

Description

Creating this issue to track figuring out how to handle resuming training when a transient error (for example any of the errors described at https://docs.microsoft.com/azure/sql-database/sql-database-connectivity-issues) occurs. The simple strategy would be to throw away all the progress made, but for a very large data set, this may mean the operation never finishes. If we can come up with a reasonably general pattern to resume from the last correctly read row (probably something that reasons about primary keys), that would be great.

cc @CESARDELATORRE

Contributor guide

Open the contributing guide

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.