[GitHub] spark pull request: [Spark-7949] [MLlib] [Doc] update document wit...
Github user jkbradley commented on the pull request: https://github.com/apache/spark/pull/6498#issuecomment-107233326 No problem (and thanks for catching that other typo I missed). Merging into master and branch-1.4 --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [Spark-7949] [MLlib] [Doc] update document wit...
Github user asfgit closed the pull request at: https://github.com/apache/spark/pull/6498 --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [Spark-7949] [MLlib] [Doc] update document wit...
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[GitHub] spark pull request: [Spark-7949] [MLlib] [Doc] update document wit...
Github user hhbyyh commented on the pull request: https://github.com/apache/spark/pull/6498#issuecomment-107135180 This is awkward... Thanks a lot for the careful review. Guess I just focused on the save/load part. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [Spark-7949] [MLlib] [Doc] update document wit...
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[GitHub] spark pull request: [Spark-7949] [MLlib] [Doc] update document wit...
Github user SparkQA commented on the pull request: https://github.com/apache/spark/pull/6498#issuecomment-107146958 [Test build #33846 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/33846/consoleFull) for PR 6498 at commit [`7f9f06d`](https://github.com/apache/spark/commit/7f9f06dcf621ac990ea2d1270801ee89d72ccb40). * This patch **passes all tests**. * This patch merges cleanly. * This patch adds no public classes. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [Spark-7949] [MLlib] [Doc] update document wit...
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[GitHub] spark pull request: [Spark-7949] [MLlib] [Doc] update document wit...
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/6498#discussion_r31385428
--- Diff: docs/mllib-isotonic-regression.md ---
@@ -88,6 +88,10 @@ val predictionAndLabel = test.map { point =
// Calculate mean squared error between predicted and real labels.
val meanSquaredError = predictionAndLabel.map{case(p, l) = math.pow((p -
l), 2)}.mean()
println(Mean Squared Error = + meanSquaredError)
+
+// Save and load model
+model.save(sc, myModelPath)
+val sameModel = IsotonicRegressionModel.load(sc, myModelPath)
--- End diff --
import IsotonicRegressionModel
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[GitHub] spark pull request: [Spark-7949] [MLlib] [Doc] update document wit...
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/6498#discussion_r31385423
--- Diff: docs/mllib-clustering.md ---
@@ -63,6 +63,10 @@ val clusters = KMeans.train(parsedData, numClusters,
numIterations)
val WSSSE = clusters.computeCost(parsedData)
println(Within Set Sum of Squared Errors = + WSSSE)
{% endhighlight %}
+
+// Save and load model
--- End diff --
Oops! I missed this before. This should go before the endhighlight.
Also, you now need to import KMeansModel
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[GitHub] spark pull request: [Spark-7949] [MLlib] [Doc] update document wit...
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/6498#discussion_r31385425
--- Diff: docs/mllib-clustering.md ---
@@ -325,6 +337,10 @@ val model = pic.run(similarities)
model.assignments.foreach { a =
println(s${a.id} - ${a.cluster})
}
+
+// Save and load model
+model.save(sc, myModelPath)
+val sameModel = PowerIterationClusteringModel.load(sc, myModelPath)
--- End diff --
ditto: import PowerIterationClusteringModel
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[GitHub] spark pull request: [Spark-7949] [MLlib] [Doc] update document wit...
Github user jkbradley commented on a diff in the pull request: https://github.com/apache/spark/pull/6498#discussion_r31385424 --- Diff: docs/mllib-clustering.md --- @@ -143,6 +151,10 @@ def error(point): WSSSE = parsedData.map(lambda point: error(point)).reduce(lambda x, y: x + y) print(Within Set Sum of Squared Error = + str(WSSSE)) + +# Save and load model +clusters.save(sc, myModelPath) +sameModel = KMeansModel.load(sc, myModelPath) --- End diff -- ditto: import KMeansModel --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [Spark-7949] [MLlib] [Doc] update document wit...
Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/6498#discussion_r31385426
--- Diff: docs/mllib-feature-extraction.md ---
@@ -201,6 +201,11 @@ val synonyms = model.findSynonyms(china, 40)
for((synonym, cosineSimilarity) - synonyms) {
println(s$synonym $cosineSimilarity)
}
+
+// Save and load model
+model.save(sc, myModelPath)
+val sameModel = Word2VecModel.load(sc, myModelPath)
--- End diff --
import Word2VecModel
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[GitHub] spark pull request: [Spark-7949] [MLlib] [Doc] update document wit...
Github user jkbradley commented on the pull request: https://github.com/apache/spark/pull/6498#issuecomment-107098635 I missed these items on my first pass---and I remember making the same mistakes when I first wrote save/load examples! --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [Spark-7949] [MLlib] [Doc] update document wit...
Github user SparkQA commented on the pull request: https://github.com/apache/spark/pull/6498#issuecomment-106788130 [Test build #33735 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/33735/consoleFull) for PR 6498 at commit [`1dd77cc`](https://github.com/apache/spark/commit/1dd77cc8fe836ba7bc5ef134ed05301709ddc422). --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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[GitHub] spark pull request: [Spark-7949] [MLlib] [Doc] update document wit...
GitHub user hhbyyh opened a pull request: https://github.com/apache/spark/pull/6498 [Spark-7949] [MLlib] [Doc] update document with some missing save/load add save load for examples: KMeansModel PowerIterationClusteringModel Word2VecModel IsotonicRegressionModel You can merge this pull request into a Git repository by running: $ git pull https://github.com/hhbyyh/spark docSaveLoad Alternatively you can review and apply these changes as the patch at: https://github.com/apache/spark/pull/6498.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 #6498 commit 1dd77cc8fe836ba7bc5ef134ed05301709ddc422 Author: Yuhao Yang hhb...@gmail.com Date: 2015-05-29T12:08:32Z update document with some missing save/load --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [Spark-7949] [MLlib] [Doc] update document wit...
Github user SparkQA commented on the pull request: https://github.com/apache/spark/pull/6498#issuecomment-106818602 [Test build #33735 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/33735/consoleFull) for PR 6498 at commit [`1dd77cc`](https://github.com/apache/spark/commit/1dd77cc8fe836ba7bc5ef134ed05301709ddc422). * This patch **passes all tests**. * This patch merges cleanly. * This patch adds no public classes. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user AmplabJenkins commented on the pull request: https://github.com/apache/spark/pull/6498#issuecomment-106818675 Merged build finished. Test PASSed. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user jkbradley commented on the pull request: https://github.com/apache/spark/pull/6498#issuecomment-106953044 @hhbyyh I don't see any problems. Just to confirm, have you run all of the updated examples? --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [Spark-7949] [MLlib] [Doc] update document wit...
Github user hhbyyh commented on the pull request: https://github.com/apache/spark/pull/6498#issuecomment-106973866 @jkbradley. Sure, I have verified the changes. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
