4paradigm / 4paradigm/OpenMLDB

Compiling the SQL that has many features(more than 5000) will take a long time

Open
#3,402 0 comments 0 reactions 0 assignees View on GitHub
bug high-priority
Dominant language
C++
Stars
1.7k
Forks
331
Avg merge
12d 12h
Merged PRs (30d)
1

Description

one tablet costs about 7 mins. so deploy a SQL will take half an hour!

Contributor guide

Open the contributing guide

Research direction

Look at the SQL compilation pipeline in the OpenMLDB codebase, focusing on modules that handle large feature sets. Profile the compilation time to identify bottlenecks. The goal is to reduce the compilation time from minutes to a more acceptable duration, but the issue lacks specifics on where to start.

Written by the indexing model from the issue text.

Assessment

Tech stack
sql
Domain
databases, performance
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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