GitHub user kaknikhil opened a pull request:
https://github.com/apache/madlib/pull/260
minibatch preprocessor improvements
This PR makes two improvements to the preprocessor code
1. Check for all character types for dependent col
2. Create temp table for standardization.
See the commit for more details
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/madlib/madlib
feature/minibatch-preprocessing-improvements
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/madlib/pull/260.patch
To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:
This closes #260
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commit d5e996a1eb3ea1d28151b48e435f40a3a764aa51
Author: Nikhil Kak <nkak@...>
Date: 2018-04-06T18:35:16Z
Utilities: Add functions for postgres character/boolean type comparison.
This commit adds two functions to check if a given type matches one of the
predefined postgres character or boolean types.
commit 0f6ca99f4de32f1a235fed612d3b74bf822ef3f9
Author: Nikhil Kak <nkak@...>
Date: 2018-04-06T18:42:41Z
MiniBatch Preprocessor: Check for all character types for dependent col
This commit enables support for dependent column type to be any of the
postgres character
types instead of just `text`.
commit e3462580b7d43589c8a52244029e056ce182a529
Author: Nikhil Kak <nkak@...>
Date: 2018-04-06T20:55:46Z
Minibatch Preprocessor: Create temp table for standardization.
We did a few experiments and the results proved that creating a temp table
for standardization is faster than using a subquery.
This commit now creates a temp table for the standardization.
Before this commit, we were calling the `utils_normalize_data` function
inside the main query but now we create a temp table from the
output of `utils_normalize_data` and use the table in the main query.
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