opensearch-project / opensearch-project/sql

Process spark query once in sql repo for handling validations and other operations.

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#2,886 1 comment 0 reactions 0 assignees View on GitHub

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catch-all acknowledged enhancement
Dominant language
Java
Stars
176
Forks
229
Avg merge
2d 21h
Merged PRs (30d)
43

Description

More details, comments in this PR: https://github.com/opensearch-project/sql/pull/2884/files
Today, we might be running spark query through parser multiple times, ideally we should be parsing it once.
Analyze and optimize these operations.

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reviewing the additional details and comments in PR 2884, especially how Spark queries pass through parsing for validation and other operations. Trace the current repeated parsing flow and compare the operations before and after optimization; done means the query is parsed once without changing validation or other behavior.

Written by the indexing model from the issue text.

Assessment

Tech stack
java, spark, sql
Domain
backend, data-engineering, databases
Issue type
Refactor
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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