Skip to content

Added Bloom Filter for Orc Files#345

Open
shalumariamsheji wants to merge 1 commit intoopenlookeng:masterfrom
shalumariamsheji:bloom_filter
Open

Added Bloom Filter for Orc Files#345
shalumariamsheji wants to merge 1 commit intoopenlookeng:masterfrom
shalumariamsheji:bloom_filter

Conversation

@shalumariamsheji
Copy link
Copy Markdown

@shalumariamsheji shalumariamsheji commented Apr 19, 2022

What type of PR is this?

task

What does this PR do / why do we need it:

Added bloom index to ORC Files for performance improvement while reading.

  • Utf8-Bloom Index Write Support is added in ORC files for Real, Date, Timestamp and Char data types for both transactional and non-transactional tables.
  • Read flow modified to skip stripes and row groups in ORC based on bloom index.
  • Added Timestamp Statistics to Column Statistics.

The table created with bloom filter is skipping few splits and reading less rows:

Screenshot from 2022-04-19 19-17-43 (copy)

Which issue(s) this PR fixes:

None

Special notes for your reviewers:

@it-is-a-robot
Copy link
Copy Markdown
Contributor

[APPROVALNOTIFIER] This PR is NOT APPROVED

This pull-request has been approved by: shalumariamsheji
To complete the pull request process, please assign sraghunandan
You can assign the PR to them by writing /assign @sraghunandan in a comment when ready.

The full list of commands accepted by this bot can be found here.

Details Needs approval from an approver in each of these files:

Approvers can indicate their approval by writing /approve in a comment
Approvers can cancel approval by writing /approve cancel in a comment

@Nitin-Kashyap
Copy link
Copy Markdown
Contributor

lgtm

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Projects

None yet

Development

Successfully merging this pull request may close these issues.

3 participants