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MLeap: Deploy ML Pipelines to Production
We have planned to use Mleap in our framework. Our framework uses Scala 2.13. We can't downgrade to 2.12, as we use some of the new features. I would like...
According to the doc, imputer is supported. But I get this error when trying to save bundlefile. Here are my dependency versions: ''spark 2.2.0'' "ml.combust.mleap" %% "mleap-runtime" % "0.9.5", "ml.combust.mleap"...
hi, I have serialized a xgboost-spark pipeline model in bundle format, but I could not load it into spring boot service because of "xgboost.classifier" op is not supported. I found...
Hi master, I can not download the source code of some classes(eg. ml.bundle.Model/Node..) in the package of bundle-ml_2.11-0.11.0, and please give me a reply, whether or not it's a restriction...
I am trying to serialize mleap's DefaultLeapFrame to json format. The doc shows the following example: val schema = StructType(StructField("features", TensorType(BasicType.Double)), StructField("name", ScalarType.String), StructField("list_data", ListType(BasicType.String)), StructField("nullable_double", ScalarType(BasicType.Double, true)), StructField("float", ScalarType.Float),...
Creating this parent issue to track progress on adding support for spark-extensions transformers in Pyspark. - [x] Support for StringMap - [x] Support for MathBinary - [x] Support for MathUnary...
To whom it may concern, I'm trying to deploy an PySpark pipeline using the MLeap bundle with `combustml/mleap-spring-boot:0.19.0-SNAPSHOT` docker image. And I get this error: ``` [MleapSpringBoot-akka.actor.default-dispatcher-6] [akka://MleapSpringBoot/user/transform/model] Cannot load...
To who it may concern, I'm using mleap-pyspark to serialize the following pipeline using pyspark 3.0.2 and mleap 0.18.1. imputer --> string_indexer --> imputer --> string_indexer --> one_hot_encoder --> vector_assembler...
MLeap currently supports Scala 2.11 and Java 8. Once there is Scala 2.12 support #360 . Can you please also add Java 11 support?
I am buliding a Linear Regression model pipeline. While serializing the pipeline I am getting the following error. `Traceback (most recent call last): File "train_real_estate_model.py", line 102, in init =...
