GitHub user zhangjiajin opened a pull request:
https://github.com/apache/spark/pull/7383
[SPARK-8998][MLlib] Collect enough frequent prefixes before projection in
PrefixSpan
Add feature: Collect enough frequent prefixes before projection in
PrefixSpan.
You can merge this pull requ
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Github user zhangjiajin commented on the pull request:
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@mengxr This PR includes the previous PR. Maybe the previous PR have not be
properly closed.
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Github user mengxr commented on the pull request:
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The Apache GitHub is out of sync. You can try to close this PR and re-open
it. It might help.
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Github user mengxr commented on the pull request:
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Btw, you shouldn't work directly on your master branch. Instead, you should
create a separate branch for each issue, and send pull request from that branch.
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GitHub user zhangjiajin reopened a pull request:
https://github.com/apache/spark/pull/7383
[SPARK-8998][MLlib] Collect enough frequent prefixes before projection in
PrefixSpan
Add feature: Collect enough frequent prefixes before projection in
PrefixSpan.
You can merge this pull re
Github user zhangjiajin closed the pull request at:
https://github.com/apache/spark/pull/7383
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GitHub user zhangjiajin reopened a pull request:
https://github.com/apache/spark/pull/7383
[SPARK-8998][MLlib] Collect enough frequent prefixes before projection in
PrefixSpan
Add feature: Collect enough frequent prefixes before projection in
PrefixSpan.
You can merge this pull re
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GitHub user zhangjiajin reopened a pull request:
https://github.com/apache/spark/pull/7383
[SPARK-8998][MLlib] Collect enough frequent prefixes before projection in
PrefixSpan
Add feature: Collect enough frequent prefixes before projection in
PrefixSpan.
You can merge this pull re
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Github user mengxr commented on the pull request:
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@zhangjiajin Let's close this PR and re-submit a PR from a different branch.
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@mengxr OK
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GitHub user zhangjiajin opened a pull request:
https://github.com/apache/spark/pull/7412
[SPARK-8998][MLlib] Collect enough frequent prefixes before projection in
PrefixSpan (new)
Collect enough frequent prefixes before projection in PrefixSpan
You can merge this pull request into
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@mengxr This is new PR, please review it. TKS.
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cc @feynmanliang
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -86,16 +88,69 @@ class PrefixSpan private (
getFreqItemAndCo
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -86,16 +88,69 @@ class PrefixSpan private (
getFreqItemAndCo
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
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@@ -86,16 +88,69 @@ class PrefixSpan private (
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
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@@ -86,16 +88,69 @@ class PrefixSpan private (
getFreqItemAndCo
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
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@@ -86,16 +88,69 @@ class PrefixSpan private (
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
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@@ -86,16 +88,69 @@ class PrefixSpan private (
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
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@@ -86,16 +88,69 @@ class PrefixSpan private (
getFreqItemAndCou
Github user feynmanliang commented on the pull request:
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* PR title is off; should be "before local processing" instead of "before
projection"
* Instead of terminating on `minPatternsBeforeShuffle`, should the
termin
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Github user zhangjiajin commented on the pull request:
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@feynmanliang If we want get the size of projected database, we must group
by the prefix and suffix pairs. When the prefix length is small, and sequences
are very lo
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -82,20 +84,70 @@ class PrefixSpan private (
logWarning("Inpu
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
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@@ -82,20 +84,70 @@ class PrefixSpan private (
logWarning("Inpu
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -82,20 +84,70 @@ class PrefixSpan private (
logWarning("Inpu
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -82,20 +84,70 @@ class PrefixSpan private (
logWarning("Inpu
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -86,16 +88,69 @@ class PrefixSpan private (
getFreqItemAndCo
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
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@@ -82,20 +84,70 @@ class PrefixSpan private (
logWarning("Inpu
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
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@@ -82,20 +84,70 @@ class PrefixSpan private (
logWarning("Inpu
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My concern is not projected database > # patterns, rather it is that the
`groupByKey` on L103 will overload an executor if some key (prefix) has many
values (suffix
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -82,20 +84,70 @@ class PrefixSpan private (
logWarning("Inpu
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--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
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@@ -82,20 +84,70 @@ class PrefixSpan private (
logWarning("Inpu
Github user feynmanliang commented on a diff in the pull request:
https://github.com/apache/spark/pull/7412#discussion_r34735693
--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -82,20 +84,70 @@ class PrefixSpan private (
logWarning("Inpu
Github user feynmanliang commented on a diff in the pull request:
https://github.com/apache/spark/pull/7412#discussion_r34736431
--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -82,20 +84,70 @@ class PrefixSpan private (
logWarning("Inpu
Github user feynmanliang commented on a diff in the pull request:
https://github.com/apache/spark/pull/7412#discussion_r34736588
--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -82,20 +84,70 @@ class PrefixSpan private (
logWarning("Inpu
Github user feynmanliang commented on a diff in the pull request:
https://github.com/apache/spark/pull/7412#discussion_r34736608
--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -82,20 +84,70 @@ class PrefixSpan private (
logWarning("Inpu
Github user feynmanliang commented on a diff in the pull request:
https://github.com/apache/spark/pull/7412#discussion_r34736797
--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -82,20 +84,70 @@ class PrefixSpan private (
logWarning("Inpu
Github user feynmanliang commented on a diff in the pull request:
https://github.com/apache/spark/pull/7412#discussion_r34737011
--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -82,20 +84,70 @@ class PrefixSpan private (
logWarning("Inpu
Github user feynmanliang commented on a diff in the pull request:
https://github.com/apache/spark/pull/7412#discussion_r34737026
--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -43,6 +43,8 @@ class PrefixSpan private (
private var minSuppo
Github user zhangjiajin commented on a diff in the pull request:
https://github.com/apache/spark/pull/7412#discussion_r34745070
--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -43,6 +43,8 @@ class PrefixSpan private (
private var minSuppor
Github user zhangjiajin commented on a diff in the pull request:
https://github.com/apache/spark/pull/7412#discussion_r34745105
--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -82,20 +84,70 @@ class PrefixSpan private (
logWarning("Input
Github user zhangjiajin commented on a diff in the pull request:
https://github.com/apache/spark/pull/7412#discussion_r34745193
--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -82,20 +84,70 @@ class PrefixSpan private (
logWarning("Input
Github user zhangjiajin commented on a diff in the pull request:
https://github.com/apache/spark/pull/7412#discussion_r34745225
--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -82,20 +84,70 @@ class PrefixSpan private (
logWarning("Input
Github user zhangjiajin commented on a diff in the pull request:
https://github.com/apache/spark/pull/7412#discussion_r34745262
--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -82,20 +84,70 @@ class PrefixSpan private (
logWarning("Input
Github user zhangjiajin commented on a diff in the pull request:
https://github.com/apache/spark/pull/7412#discussion_r34745388
--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -82,20 +84,70 @@ class PrefixSpan private (
logWarning("Input
Github user zhangjiajin commented on a diff in the pull request:
https://github.com/apache/spark/pull/7412#discussion_r34745701
--- Diff: mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
---
@@ -82,20 +84,70 @@ class PrefixSpan private (
logWarning("Input
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