asfgit closed pull request #230:
URL: https://github.com/apache/incubator-hivemall/pull/230
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myui opened a new pull request #230:
URL: https://github.com/apache/incubator-hivemall/pull/230
## What changes were proposed in this pull request?
Fixed corner case NPE bug when count is zero.
```
Caused by: java.lang.NullPointerException
at
hivemall.GeneralLearner
asfgit closed pull request #229:
URL: https://github.com/apache/incubator-hivemall/pull/229
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myui commented on pull request #229:
URL:
https://github.com/apache/incubator-hivemall/pull/229#issuecomment-638563378
```
Caused by: java.lang.NullPointerException
at
hivemall.tools.matrix.TransposeAndDotUDAF$TransposeAndDotUDAFEvaluator.terminate(TransposeAndDotUDAF.java:23
myui opened a new pull request #229:
URL: https://github.com/apache/incubator-hivemall/pull/229
## What changes were proposed in this pull request?
transpose_and_dot throws UDFArgumentException for 0 rows input.
```
WITH INPUT AS(
SELECT
ARRAY(1.0,2.0,3.0) AS X,
asfgit closed pull request #228:
URL: https://github.com/apache/incubator-hivemall/pull/228
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myui opened a new pull request #228:
URL: https://github.com/apache/incubator-hivemall/pull/228
## What changes were proposed in this pull request?
Fix XGboost to report progress report for each iteration.
## What type of PR is it?
Improvement, Hot Fix
## What is
asfgit closed pull request #227: [HIVEMALL-291] Fixed dedup behavior of
to_ordered_list UDAF
URL: https://github.com/apache/incubator-hivemall/pull/227
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myui opened a new pull request #227: [HIVEMALL-291] Fixed dedup behavior of
to_ordered_list UDAF
URL: https://github.com/apache/incubator-hivemall/pull/227
## What changes were proposed in this pull request?
Fixed dedup behavior of to_ordered_list UDAF
## What type of PR is i
asfgit closed pull request #226: [HIVEMALL-291] Support deduplication in
to_order_list UDAF
URL: https://github.com/apache/incubator-hivemall/pull/226
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myui opened a new pull request #226: [HIVEMALL-291] Support deduplication in
to_order_list UDAF
URL: https://github.com/apache/incubator-hivemall/pull/226
## What changes were proposed in this pull request?
Add -dedup option to to_ordered_list.
## What type of PR is it?
asfgit closed pull request #225: [HIVEMALL-289] Add str_contain(string str,
array match, boolean or=true) UDF
URL: https://github.com/apache/incubator-hivemall/pull/225
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myui opened a new pull request #225: [HIVEMALL-289] Add str_contain(string str,
array match, boolean or=true) UDF
URL: https://github.com/apache/incubator-hivemall/pull/225
## What changes were proposed in this pull request?
Add str_contain(string str, array match, boolean or=true) U
asfgit closed pull request #224: [HIVEMALL-288] mf_predict throws
SemanticException No matching method with (array, array, int)
URL: https://github.com/apache/incubator-hivemall/pull/224
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myui opened a new pull request #224: [HIVEMALL-288] mf_predict throws
SemanticException No matching method with (array, array, int)
URL: https://github.com/apache/incubator-hivemall/pull/224
## What changes were proposed in this pull request?
`mf_predict` throws SemanticException No
asfgit closed pull request #223: [HIVEMALL-159][DOC] Add documentation about
One-hot encoding
URL: https://github.com/apache/incubator-hivemall/pull/223
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myui opened a new pull request #223: Onehot docs
URL: https://github.com/apache/incubator-hivemall/pull/223
## What changes were proposed in this pull request?
Add documentation about One-hot encoding
## What type of PR is it?
Documentation
## What is the Jira iss
asfgit closed pull request #222: [HIVEMALL-56][DOC] Add documentation about
Similarity/Distance functions
URL: https://github.com/apache/incubator-hivemall/pull/222
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myui opened a new pull request #222: [HIVEMALL-56][DOC] Add documentation about
Similarity/Distance functions
URL: https://github.com/apache/incubator-hivemall/pull/222
## What changes were proposed in this pull request?
Add documentation about Similarity/Distance functions
##
asfgit closed pull request #221: [HIVEMALL-158][DOC] Refine deprecated
userguide contents
URL: https://github.com/apache/incubator-hivemall/pull/221
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myui opened a new pull request #221: [HIVEMALL-158][DOC] Refine deprecated
userguide contents
URL: https://github.com/apache/incubator-hivemall/pull/221
## What changes were proposed in this pull request?
Refine deprecated userguide contents
## What type of PR is it?
Do
asfgit closed pull request #220: [HIVEMALL-285] Add -inspect_opts option to
show hyperparameters
URL: https://github.com/apache/incubator-hivemall/pull/220
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myui opened a new pull request #220: [HIVEMALL-285] Add -inspect_opts option to
show hyperparameters
URL: https://github.com/apache/incubator-hivemall/pull/220
## What changes were proposed in this pull request?
Add `-inspect_opts` option to show hyperparameters
## What type o
asfgit closed pull request #219: [HIVEMALL-283] Bump up netty version to
4.1.42.Final
URL: https://github.com/apache/incubator-hivemall/pull/219
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asfgit closed pull request #207: Bump netty-all from 4.0.23.Final to
4.1.42.Final in /mixserv
URL: https://github.com/apache/incubator-hivemall/pull/207
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dependabot[bot] commented on issue #207: Bump netty-all from 4.0.23.Final to
4.1.42.Final in /mixserv
URL:
https://github.com/apache/incubator-hivemall/pull/207#issuecomment-558459634
OK, I won't notify you again about this release, but will get in touch when
a new version is available. I
dependabot[bot] commented on issue #206: Bump netty-all from 4.0.56.Final to
4.1.42.Final in /core
URL:
https://github.com/apache/incubator-hivemall/pull/206#issuecomment-558459630
OK, I won't notify you again about this release, but will get in touch when
a new version is available. If y
asfgit closed pull request #206: Bump netty-all from 4.0.56.Final to
4.1.42.Final in /core
URL: https://github.com/apache/incubator-hivemall/pull/206
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myui opened a new pull request #219: [HIVEMALL-283] Bump up netty version to
4.1.42.Final
URL: https://github.com/apache/incubator-hivemall/pull/219
## What changes were proposed in this pull request?
Bump up netty version to 4.1.42.Final
This closes #206 and closes #207
asfgit closed pull request #218: [HIVEMALL-226] Move hivemall.fm and
hivemall.mf packages to under hivemall.factorization
URL: https://github.com/apache/incubator-hivemall/pull/218
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myui opened a new pull request #218: [HIVEMALL-266] Move hivemall.fm and
hivemall.mf packages to under hivemall.factorization
URL: https://github.com/apache/incubator-hivemall/pull/218
## What changes were proposed in this pull request?
Move hivemall.fm and hivemall.mf packages to un
asfgit closed pull request #217: [HIVEMALL-165] Fixed to accept any primitive
URL: https://github.com/apache/incubator-hivemall/pull/217
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myui opened a new pull request #217: [HIVEMALL-165] Fixed to accept any
primitive
URL: https://github.com/apache/incubator-hivemall/pull/217
## What changes were proposed in this pull request?
Fix a bug that `array_remove` UDF throws exception when the first argument
is null
asfgit closed pull request #216: [HIVEMALL-121] Add -libsvm formatting option
to feature_hashing UDF
URL: https://github.com/apache/incubator-hivemall/pull/216
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myui opened a new pull request #216: [HIVEMALL-121] Add -libsvm formatting
option to feature_hashing UDF
URL: https://github.com/apache/incubator-hivemall/pull/216
## What changes were proposed in this pull request?
Add `-libsvm` formatting option for `feature_hashing
## What
asfgit closed pull request #215: [HIVEMALL-249] Fix fmeasure UDAF to support
any integers
URL: https://github.com/apache/incubator-hivemall/pull/215
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myui opened a new pull request #215: [HIVEMALL-249] Fix fmeasure UDAF to
support any integers
URL: https://github.com/apache/incubator-hivemall/pull/215
## What changes were proposed in this pull request?
Fix fmeasure UDAF to support any integers
## What type of PR is it?
asfgit closed pull request #213: [HIVEMALL-276] Stable support for XGBoost v0.90
URL: https://github.com/apache/incubator-hivemall/pull/213
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asfgit closed pull request #214: [HIVEMALL-281] Support max_by, min_by,
majority_vote UDAFs
URL: https://github.com/apache/incubator-hivemall/pull/214
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myui opened a new pull request #214: [HIVEMALL-281] Support max_by, min_by,
majority_vote UDAFs
URL: https://github.com/apache/incubator-hivemall/pull/214
## What changes were proposed in this pull request?
upport max_by, min_by, majority_vote UDAFs
## What type of PR is it?
myui opened a new pull request #213: [HIVEMALL-275] Fix xgboost module to
create DMatrix from CSRMatrix
URL: https://github.com/apache/incubator-hivemall/pull/213
## What changes were proposed in this pull request?
Fix xgboost module to create DMatrix from CSRMatrix
## What ty
asfgit closed pull request #212: [HIVEMALL-278] Bumped matrix4j version to
v0.9.1
URL: https://github.com/apache/incubator-hivemall/pull/212
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myui opened a new pull request #212: [HIVEMALL-278] Bumped matrix4j version to
v0.9.1
URL: https://github.com/apache/incubator-hivemall/pull/212
## What changes were proposed in this pull request?
Bumped matrix4j version to v0.9.1 since matrix4j v0.9.0 had a bug on
constructing CSRM
asfgit merged pull request #211: [WIP][HIVEMALL-275] Fix xgboost module to
create DMatrix from CSRMatrix
URL: https://github.com/apache/incubator-hivemall/pull/211
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myui opened a new pull request #211: [WIP][HIVEMALL-275] Fix xgboost module to
create DMatrix from CSRMatrix
URL: https://github.com/apache/incubator-hivemall/pull/211
## What changes were proposed in this pull request?
Fix xgboost module to create DMatrix from CSRMatrix
## Wh
asfgit closed pull request #210: [HIVEMALL-274] Fix wrong column name of
train_regressor() in tutorial
URL: https://github.com/apache/incubator-hivemall/pull/210
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myui commented on issue #210: [HIVEMALL-274] Fix wrong column name of
train_regressor() in tutorial
URL:
https://github.com/apache/incubator-hivemall/pull/210#issuecomment-548251520
@chezou merged. Thank you for the contribution!
---
chezou opened a new pull request #210: [HIVEMALL-274] Fix wrong column name of
train_regressor() in tutorial
URL: https://github.com/apache/incubator-hivemall/pull/210
## What changes were proposed in this pull request?
Fix document bug reported in HIVEMALL-274
## What type of
asfgit closed pull request #209: [HIVEMALL-273] Support xgboost v0.90
URL: https://github.com/apache/incubator-hivemall/pull/209
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myui opened a new pull request #209: [HIVEMALL-273] Support xgboost v0.90
URL: https://github.com/apache/incubator-hivemall/pull/209
## What changes were proposed in this pull request?
Support xgboost v0.90
## What type of PR is it?
Improvement
## What is the Jira
dependabot[bot] opened a new pull request #207: Bump netty-all from
4.0.23.Final to 4.1.42.Final in /mixserv
URL: https://github.com/apache/incubator-hivemall/pull/207
Bumps [netty-all](https://github.com/netty/netty) from 4.0.23.Final to
4.1.42.Final.
Commits
-
[`bd907c3`](
dependabot[bot] opened a new pull request #208: Bump hive.version from 0.13.0
to 3.1.2
URL: https://github.com/apache/incubator-hivemall/pull/208
Bumps `hive.version` from 0.13.0 to 3.1.2.
Updates `hive-exec` from 0.13.0 to 3.1.2
Updates `hive-hcatalog-core` from 0.13.0 to 3.1
dependabot[bot] opened a new pull request #206: Bump netty-all from
4.0.56.Final to 4.1.42.Final in /core
URL: https://github.com/apache/incubator-hivemall/pull/206
Bumps [netty-all](https://github.com/netty/netty) from 4.0.56.Final to
4.1.42.Final.
Commits
-
[`bd907c3`](htt
asfgit closed pull request #205: [HIVEMALL-260] Remove dependencies to Scala
library in xgboost classifier
URL: https://github.com/apache/incubator-hivemall/pull/205
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myui opened a new pull request #205:
https://issues.apache.org/jira/browse/HIVEMALL-260
URL: https://github.com/apache/incubator-hivemall/pull/205
## What changes were proposed in this pull request?
Remove dependencies to Scala library in xgboost classifier
## What type of PR
asfgit closed pull request #204: [HIVEMALL-270] Remove rand_gid/rand_gid2 macro
URL: https://github.com/apache/incubator-hivemall/pull/204
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myui opened a new pull request #204: Remove rand_gid/rand_gid2 macro
URL: https://github.com/apache/incubator-hivemall/pull/204
## What changes were proposed in this pull request?
Remove rand_gid/rand_gid2 macro
## What type of PR is it?
Hot Fix
## What is the Jir
asfgit closed pull request #197: [HIVEMALL-261][HIVEMALL-262]
argmin/argmax/argsort UDF
URL: https://github.com/apache/incubator-hivemall/pull/197
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asfgit closed pull request #203: [HIVEMALL-244] Support Java9, Java11(LTS)
URL: https://github.com/apache/incubator-hivemall/pull/203
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myui opened a new pull request #203: [HIVEMALL-244] Support Java9, Java11(LTS)
URL: https://github.com/apache/incubator-hivemall/pull/203
## What changes were proposed in this pull request?
Support Java9, Java11(LTS)
## What type of PR is it?
Improvement | Hot Fix
asfgit closed pull request #202: [HIVEMALL-269] Modified to use matrix4j for
matrix module
URL: https://github.com/apache/incubator-hivemall/pull/202
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myui opened a new pull request #202: Modified to use matrix4j for matrix module
URL: https://github.com/apache/incubator-hivemall/pull/202
## What changes were proposed in this pull request?
Use matrix4j for matrix module
## What type of PR is it?
Hot Fix | Refactoring
asfgit closed pull request #201: [HIVEMALL-267] Drop Spark Dataframe support
(SparkSQL remain supported)
URL: https://github.com/apache/incubator-hivemall/pull/201
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myui opened a new pull request #201: [WIP][HIVEMALL-267] Drop Spark Dataframe
support (SparkSQL remain supported)
URL: https://github.com/apache/incubator-hivemall/pull/201
## What changes were proposed in this pull request?
Drop Spark Dataframe support (SparkSQL remain supported).
asfgit closed pull request #200: [HIVEMALL-268] Fix the default vInit, eta
initialization bug in FactorizationMachines
URL: https://github.com/apache/incubator-hivemall/pull/200
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myui opened a new pull request #200: [HIVEMALL-268] Fix the default vInit, eta
initialization bug in FactorizationMachines
URL: https://github.com/apache/incubator-hivemall/pull/200
## What changes were proposed in this pull request?
Fix the default vInit, eta initialization bug in F
asfgit closed pull request #199: [HIVEMALL-171] Tracing functionality for
prediction of DecisionTrees
URL: https://github.com/apache/incubator-hivemall/pull/199
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myui edited a comment on issue #199: [WIP][HIVEMALL-171] Tracing functionality
for prediction of DecisionTrees
URL:
https://github.com/apache/incubator-hivemall/pull/199#issuecomment-536013346
## Usage
```sql
select decision_path();
usage: decision_path(string modelId, str
myui edited a comment on issue #199: [WIP][HIVEMALL-171] Tracing functionality
for prediction of DecisionTrees
URL:
https://github.com/apache/incubator-hivemall/pull/199#issuecomment-536013346
## Usage
```sql
select decision_path();
```
```
usage: decision_path(strin
myui commented on issue #199: [WIP][HIVEMALL-171] Tracing functionality for
prediction of DecisionTrees
URL:
https://github.com/apache/incubator-hivemall/pull/199#issuecomment-536013346
## Show decision paths for each Decision Tree
```sql
SELECT
t.passengerid,
decision_
myui opened a new pull request #199: [WIP][HIVEMALL-171] Tracing functionality
for prediction of DecisionTrees
URL: https://github.com/apache/incubator-hivemall/pull/199
## What changes were proposed in this pull request?
Introduce `decision_path` UDF providing tracing of decision tr
asfgit closed pull request #198: [HIVEMALL-245] Refactor RandomForest for
Sparse Data handling
URL: https://github.com/apache/incubator-hivemall/pull/198
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myui commented on issue #198: [WIP][HIVEMALL-245] Refactor RandomForest for
Sparse Data handling
URL:
https://github.com/apache/incubator-hivemall/pull/198#issuecomment-527582440
```
ed by: org.apache.hadoop.hive.ql.metadata.HiveException:
java.util.concurrent.ExecutionException: java.
myui edited a comment on issue #198: [WIP][HIVEMALL-245] Refactor RandomForest
for Sparse Data handling
URL:
https://github.com/apache/incubator-hivemall/pull/198#issuecomment-526743357
```
Caused by: java.lang.IndexOutOfBoundsException: low=0, pivot=25, high=215,
a.size()=430, buf.len
myui commented on issue #198: [WIP][HIVEMALL-245] Refactor RandomForest for
Sparse Data handling
URL:
https://github.com/apache/incubator-hivemall/pull/198#issuecomment-526743357
```
Caused by: java.lang.IndexOutOfBoundsException: low=0, pivot=215, high=4747,
a.length=2, buf.length=453
myui commented on issue #198: [WIP][HIVEMALL-245] Refactor RandomForest for
Sparse Data handling
URL:
https://github.com/apache/incubator-hivemall/pull/198#issuecomment-526717670
```
Caused by: java.lang.IndexOutOfBoundsException: low=0, pivot=215, high=4747,
a.length=2, buf.length=453
myui removed a comment on issue #198: [WIP][HIVEMALL-245] Refactor RandomForest
for Sparse Data handling
URL:
https://github.com/apache/incubator-hivemall/pull/198#issuecomment-524622047
```
This is an automated message from
myui commented on issue #198: [WIP][HIVEMALL-245] Refactor RandomForest for
Sparse Data handling
URL:
https://github.com/apache/incubator-hivemall/pull/198#issuecomment-524622067
TODO
```
[ERROR]
/home/travis/build/apache/incubator-hivemall/core/src/main/java/hivemall/smile/regr
myui commented on issue #198: [WIP][HIVEMALL-245] Refactor RandomForest for
Sparse Data handling
URL:
https://github.com/apache/incubator-hivemall/pull/198#issuecomment-524622047
```
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myui commented on issue #198: [WIP][HIVEMALL-245] Refactor RandomForest for
Sparse Data handling
URL:
https://github.com/apache/incubator-hivemall/pull/198#issuecomment-523468679
```
Caused by: java.lang.IllegalArgumentException: low=0, pivot=215, high=4747,
a.length=2, buf.length=4532
myui edited a comment on issue #198: [WIP][HIVEMALL-245] Refactor RandomForest
for Sparse Data handling
URL:
https://github.com/apache/incubator-hivemall/pull/198#issuecomment-518488243
TODO
- [x] Fixed to use low/high range for samples instead of bags
- [x] prune redundant branches
myui edited a comment on issue #198: [WIP][HIVEMALL-245] Refactor RandomForest
for Sparse Data handling
URL:
https://github.com/apache/incubator-hivemall/pull/198#issuecomment-518488243
TODO
- [x] Fixed to use low/high range for samples instead of bags
- [x] prune redundant branches
myui edited a comment on issue #198: [WIP][HIVEMALL-245] Refactor RandomForest
for Sparse Data handling
URL:
https://github.com/apache/incubator-hivemall/pull/198#issuecomment-518488243
TODO
- [x] Fixed to use low/high range for samples instead of bags
- [x] prune redundant branches
myui edited a comment on issue #198: [WIP][HIVEMALL-245] Refactor RandomForest
for Sparse Data handling
URL:
https://github.com/apache/incubator-hivemall/pull/198#issuecomment-518488243
TODO
- [x] prune redundant branches
- [x] reduce memory usage by using RoaringBitmap for Attribute
myui edited a comment on issue #198: [WIP][HIVEMALL-245] Refactor RandomForest
for Sparse Data handling
URL:
https://github.com/apache/incubator-hivemall/pull/198#issuecomment-518488243
TODO
- [x] prune redundant branches
- [x] reduce memory usage by using RoaringBitmap for Attribute
myui commented on issue #198: [WIP][HIVEMALL-245] Refactor RandomForest for
Sparse Data handling
URL:
https://github.com/apache/incubator-hivemall/pull/198#issuecomment-518488243
TODO
- [ ] refactor RegressionTree as well
- [ ] introduce more [sophisticated post
pruning](https://en.
myui opened a new pull request #198: [WIP][HIVEMALL-245] Refactor RandomForest
for Sparse Data handling
URL: https://github.com/apache/incubator-hivemall/pull/198
## What changes were proposed in this pull request?
Refactor RandomForest for Sparse Data handling
## What type of
myui opened a new pull request #197: [WIP][HIVEMALL-261][HIVEMALL-262]
argmin/argmax/argsort UDF
URL: https://github.com/apache/incubator-hivemall/pull/197
## What changes were proposed in this pull request?
Introduce argmin/argmax/argsort UDF
## What type of PR is it?
asfgit closed pull request #196: Refactor Matrix module for NNZ and zero value
handling
URL: https://github.com/apache/incubator-hivemall/pull/196
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myui opened a new pull request #196: Refactor Matrix module for NNZ and zero
value handling
URL: https://github.com/apache/incubator-hivemall/pull/196
## What changes were proposed in this pull request?
Refactor Matrix module for NNZ and zero value handling.
## What type of PR
asfgit closed pull request #195: [HIVEMALL-259][DOC] Refactor feature_binning
UDF
URL: https://github.com/apache/incubator-hivemall/pull/195
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myui opened a new pull request #195: [HIVEMALL-259][DOC] Refactor
feature_binning UDF
URL: https://github.com/apache/incubator-hivemall/pull/195
## What changes were proposed in this pull request?
Refactor feature_binning UDF and update the function usage
## What type of PR is
Solodye commented on issue #193: [HIVEMALL-253-2] map_roulette UDF
URL:
https://github.com/apache/incubator-hivemall/pull/193#issuecomment-505392936
> merged. Thank you for your first contribution!
You are welcome, I have learned a lot from this contributing process and
your work.
myui commented on issue #193: [HIVEMALL-253-2] map_roulette UDF
URL:
https://github.com/apache/incubator-hivemall/pull/193#issuecomment-505391900
merged. Thank you for your first contribution!
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Solodye closed pull request #192: [HIVEMALL-253]UDF map_roulette() created
URL: https://github.com/apache/incubator-hivemall/pull/192
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myui commented on issue #192: [HIVEMALL-253]UDF map_roulette() created
URL:
https://github.com/apache/incubator-hivemall/pull/192#issuecomment-505387086
Merged in https://github.com/apache/incubator-hivemall/pull/193
Could you close this PR?
asfgit closed pull request #193: [HIVEMALL-253-2] map_roulette UDF
URL: https://github.com/apache/incubator-hivemall/pull/193
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Solodye commented on a change in pull request #193: [WIP][HIVEMALL-253-2]
map_roulette UDF
URL: https://github.com/apache/incubator-hivemall/pull/193#discussion_r297040383
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File path: core/src/main/java/hivemall/tools/map/MapRouletteUDF.java
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@@ -0,0 +1,209 @@
+/*
+ *
myui commented on a change in pull request #193: [WIP][HIVEMALL-253-2]
map_roulette UDF
URL: https://github.com/apache/incubator-hivemall/pull/193#discussion_r297037784
##
File path: core/src/test/java/hivemall/tools/map/MapRouletteUDFTest.java
##
@@ -0,0 +1,153 @@
+/*
+ *
myui commented on a change in pull request #193: [WIP][HIVEMALL-253-2]
map_roulette UDF
URL: https://github.com/apache/incubator-hivemall/pull/193#discussion_r297035903
##
File path: core/src/test/java/hivemall/tools/map/MapRouletteUDFTest.java
##
@@ -0,0 +1,153 @@
+/*
+ *
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