[GitHub] spark pull request: [SPARK-15449][MLlib][Example]:Wrong Data Forma...
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[GitHub] spark pull request: [SPARK-15449][MLlib][Example]:Wrong Data Forma...
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[GitHub] spark pull request: [SPARK-15449][MLlib][Example]:Wrong Data Forma...
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[GitHub] spark pull request: [SPARK-15449][MLlib][Example]:Wrong Data Forma...
Github user MLnick commented on the pull request: https://github.com/apache/spark/pull/13301#issuecomment-24371 LGTM pending tests --- 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-15449][MLlib][Example]:Wrong Data Forma...
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Github user wangmiao1981 commented on the pull request: https://github.com/apache/spark/pull/13301#issuecomment-20897 @MLnick Done. removed seed in python and java --- 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-15449][MLlib][Example]:Wrong Data Forma...
Github user wangmiao1981 commented on the pull request: https://github.com/apache/spark/pull/13301#issuecomment-222040536 @MLnick I am on travel now. I will update it on Saturday. Thanks! --- 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-15449][MLlib][Example]:Wrong Data Forma...
Github user MLnick commented on the pull request: https://github.com/apache/spark/pull/13301#issuecomment-221825221 Minor comment otherwise LGTM --- 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-15449][MLlib][Example]:Wrong Data Forma...
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/13301#discussion_r64717582 --- Diff: examples/src/main/scala/org/apache/spark/examples/mllib/NaiveBayesExample.scala --- @@ -31,16 +30,11 @@ object NaiveBayesExample { val conf = new SparkConf().setAppName("NaiveBayesExample") val sc = new SparkContext(conf) // $example on$ -val data = sc.textFile("data/mllib/sample_naive_bayes_data.txt") -val parsedData = data.map { line => - val parts = line.split(',') - LabeledPoint(parts(0).toDouble, Vectors.dense(parts(1).split(' ').map(_.toDouble))) -} +// Load and parse the data file. +val data = MLUtils.loadLibSVMFile(sc, "data/mllib/sample_libsvm_data.txt") // Split data into training (60%) and test (40%). -val splits = parsedData.randomSplit(Array(0.6, 0.4), seed = 11L) -val training = splits(0) -val test = splits(1) +val Array(training, test) = data.randomSplit(Array(0.6, 0.4)) --- End diff -- I see you removed the `seed` here, which is not necessary but probably makes sense to simplify. In which case, perhaps remove the `seed` arg from the Java & Python 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-15449][MLlib][Example]:Wrong Data Forma...
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Github user wangmiao1981 commented on the pull request: https://github.com/apache/spark/pull/13301#issuecomment-221722166 @srowen I think we can delete it. Let me double check it and update this PR. Thanks! --- 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 wangmiao1981 commented on the pull request: https://github.com/apache/spark/pull/13301#issuecomment-221722860 I grep all scala/java/py files and there is no reference to the data file. --- 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 srowen commented on the pull request: https://github.com/apache/spark/pull/13301#issuecomment-221720899 OK got it. Now `sample_naive_bayes_data.txt` is no longer used, I think. I think it can be deleted? --- 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 wangmiao1981 commented on the pull request: https://github.com/apache/spark/pull/13301#issuecomment-221706864 @srowen ML uses the sample_libsvm_data.txt in all three examples. sample_naive_bayes_data.txt is not in libsvm format. The format is shown below: 0,1 0 0 0,2 0 0 0,3 0 0 0,4 0 0 1,0 1 0 1,0 2 0 1,0 3 0 1,0 4 0 2,0 0 1 2,0 0 2 2,0 0 3 2,0 0 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
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Github user srowen commented on a diff in the pull request: https://github.com/apache/spark/pull/13301#discussion_r64652199 --- Diff: examples/src/main/scala/org/apache/spark/examples/mllib/NaiveBayesExample.scala --- @@ -31,21 +32,17 @@ object NaiveBayesExample { val conf = new SparkConf().setAppName("NaiveBayesExample") val sc = new SparkContext(conf) // $example on$ -val data = sc.textFile("data/mllib/sample_naive_bayes_data.txt") -val parsedData = data.map { line => - val parts = line.split(',') - LabeledPoint(parts(0).toDouble, Vectors.dense(parts(1).split(' ').map(_.toDouble))) -} +// Load and parse the data file. +val data = MLUtils.loadLibSVMFile(sc, "data/mllib/sample_libsvm_data.txt") // Split data into training (60%) and test (40%). -val splits = parsedData.randomSplit(Array(0.6, 0.4), seed = 11L) -val training = splits(0) -val test = splits(1) +val splits = data.randomSplit(Array(0.6, 0.4)) +val (trainingData, testData) = (splits(0), splits(1)) --- End diff -- Lets not change the variable names, since they were consistent. But hey in Scala this can be `val Array(training, test) = data.randomSplit(...)` --- 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 srowen commented on the pull request: https://github.com/apache/spark/pull/13301#issuecomment-221705531 Hm, I guess I don't see why this should use the libsvm sample? 2 of the 3 examples used the naive bayes sample, and it's a naive bayes example. Shouldn't Java be fixed? --- 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 SparkQA commented on the pull request: https://github.com/apache/spark/pull/13301#issuecomment-221690057 **[Test build #59291 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/59291/consoleFull)** for PR 13301 at commit [`fa3656e`](https://github.com/apache/spark/commit/fa3656e2aab980c0413357699d3774faf8372b0e). --- 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-15449][MLlib][Example]:Wrong Data Forma...
GitHub user wangmiao1981 opened a pull request: https://github.com/apache/spark/pull/13301 [SPARK-15449][MLlib][Example]:Wrong Data Format - Documentation Issue ## What changes were proposed in this pull request? (Please fill in changes proposed in this fix) In the MLLib naivebayes example, scala and python example doesn't use libsvm data, but Java does. I make changes in scala and python example to use the libsvm data as the same as Java example. ## How was this patch tested? Manual tests You can merge this pull request into a Git repository by running: $ git pull https://github.com/wangmiao1981/spark example Alternatively you can review and apply these changes as the patch at: https://github.com/apache/spark/pull/13301.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 #13301 commit fa3656e2aab980c0413357699d3774faf8372b0e Author: wm...@hotmail.comDate: 2016-05-25T19:55:18Z change data source for mllib naivebayes example --- 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