[GitHub] spark issue #15414: [SPARK-17848][ML] Move LabelCol datatype cast into Predi...
Github user jkbradley commented on the issue: https://github.com/apache/spark/pull/15414 LGTM Merging with master 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 zhengruifeng commented on the issue: https://github.com/apache/spark/pull/15414 @jkbradley @sethah I add a comment, thanks for reviews. --- 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 issue #15414: [SPARK-17848][ML] Move LabelCol datatype cast into Predi...
Github user sethah commented on the issue: https://github.com/apache/spark/pull/15414 LGTM as well after adding @jkbradley's suggestion. --- 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 issue #15414: [SPARK-17848][ML] Move LabelCol datatype cast into Predi...
Github user jkbradley commented on the issue: https://github.com/apache/spark/pull/15414 Can you please document in Predictor that it accepts all NumericType labels? Other than that, this LGTM. 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 zhengruifeng commented on the issue: https://github.com/apache/spark/pull/15414 @jkbradley @yanboliang Just re-pinging for your opinions. --- 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 issue #15414: [SPARK-17848][ML] Move LabelCol datatype cast into Predi...
Github user zhengruifeng commented on the issue: https://github.com/apache/spark/pull/15414 @jkbradley @yanboliang Could you please have a review of this? This PR unify usage of labelCol casting and fixs a bug described in [https://issues.apache.org/jira/browse/SPARK-17797] --- 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 issue #15414: [SPARK-17848][ML] Move LabelCol datatype cast into Predi...
Github user sethah commented on the issue: https://github.com/apache/spark/pull/15414 Thanks, I'll take a more detailed look in the next couple of days. Let's also wait and see if we can get @yanboliang or @jkbradley to give an opinion. --- 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 zhengruifeng commented on the issue: https://github.com/apache/spark/pull/15414 @sethah I have maken some modification according to the comments --- 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 zhengruifeng commented on the issue: https://github.com/apache/spark/pull/15414 Ok, I will create this Suite. --- 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 sethah commented on the issue:
https://github.com/apache/spark/pull/15414
What do you think about adding a new suite `PredictorSuite` where we can
create a mock predictor, and call train on data of various types. The train
method can just require that the label column is `DoubleType`:
scala
class MockPredictor(override val uid: String)
extends Predictor[Vector, MockPredictor, MockPredictionModel] {
override def train(dataset: Dataset[_]): MockPredictionModel = {
require(dataset.schema("label").dataType == DoubleType)
new MockPredictionModel(uid)
}
override def copy(extra: ParamMap): MockPredictor = defaultCopy(extra)
}
class MockPredictionModel(override val uid: String)
extends PredictionModel[Vector, MockPredictionModel] {
override def predict(features: Vector): Double = 1.0
override def copy(extra: ParamMap): MockPredictionModel =
defaultCopy(extra)
}
Then we just have a test that calls `fit` for each type of data.
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[GitHub] spark issue #15414: [SPARK-17848][ML] Move LabelCol datatype cast into Predi...
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[GitHub] spark issue #15414: [SPARK-17848][ML] Move LabelCol datatype cast into Predi...
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[GitHub] spark issue #15414: [SPARK-17848][ML] Move LabelCol datatype cast into Predi...
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[GitHub] spark issue #15414: [SPARK-17848][ML] Move LabelCol datatype cast into Predi...
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