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| Original file line number | Diff line number | Diff line change |
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@@ -11,10 +11,10 @@ SynapseML requires Scala 2.12, Spark 3.2+, and Python 3.8+. | |
| | Topics | Links | | ||
| | :------ | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | ||
| | Build | [](https://msdata.visualstudio.com/A365/_build/latest?definitionId=17563&branchName=master) [](https://codecov.io/gh/Microsoft/SynapseML) [](https://github.com/psf/black) | | ||
| | Version | [](https://github.com/Microsoft/SynapseML/releases) [](https://github.com/Microsoft/SynapseML/releases) [](#sbt) | | ||
| | Docs | [](https://aka.ms/spark) [](https://mmlspark.blob.core.windows.net/docs/0.11.2/scala/index.html#package) [](https://mmlspark.blob.core.windows.net/docs/0.11.2/pyspark/index.html) [](https://arxiv.org/abs/1810.08744) | | ||
| | Version | [](https://github.com/Microsoft/SynapseML/releases) [](https://github.com/Microsoft/SynapseML/releases) [](#sbt) | | ||
| | Docs | [](https://aka.ms/spark) [](https://mmlspark.blob.core.windows.net/docs/0.11.3/scala/index.html#package) [](https://mmlspark.blob.core.windows.net/docs/0.11.3/pyspark/index.html) [](https://arxiv.org/abs/1810.08744) | | ||
| | Support | [](https://gitter.im/Microsoft/MMLSpark?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge) [](mailto:[email protected]) | | ||
| | Binder | [](https://mybinder.org/v2/gh/microsoft/SynapseML/v0.11.2?labpath=notebooks%2Ffeatures) | | ||
| | Binder | [](https://mybinder.org/v2/gh/microsoft/SynapseML/v0.11.3?labpath=notebooks%2Ffeatures) | | ||
| | Usage | [](https://pepy.tech/project/synapseml) | | ||
| <!-- markdownlint-disable MD033 --> | ||
| <details open> | ||
|
|
@@ -95,7 +95,7 @@ In Azure Synapse notebooks please place the following in the first cell of your | |
| { | ||
| "name": "synapseml", | ||
| "conf": { | ||
| "spark.jars.packages": "com.microsoft.azure:synapseml_2.12:0.11.2-spark3.3", | ||
| "spark.jars.packages": "com.microsoft.azure:synapseml_2.12:0.11.3-spark3.3", | ||
| "spark.jars.repositories": "https://mmlspark.azureedge.net/maven", | ||
| "spark.jars.excludes": "org.scala-lang:scala-reflect,org.apache.spark:spark-tags_2.12,org.scalactic:scalactic_2.12,org.scalatest:scalatest_2.12,com.fasterxml.jackson.core:jackson-databind", | ||
| "spark.yarn.user.classpath.first": "true", | ||
|
|
@@ -111,7 +111,7 @@ In Azure Synapse notebooks please place the following in the first cell of your | |
| { | ||
| "name": "synapseml", | ||
| "conf": { | ||
| "spark.jars.packages": "com.microsoft.azure:synapseml_2.12:0.11.2,org.apache.spark:spark-avro_2.12:3.3.1", | ||
| "spark.jars.packages": "com.microsoft.azure:synapseml_2.12:0.11.3,org.apache.spark:spark-avro_2.12:3.3.1", | ||
| "spark.jars.repositories": "https://mmlspark.azureedge.net/maven", | ||
| "spark.jars.excludes": "org.scala-lang:scala-reflect,org.apache.spark:spark-tags_2.12,org.scalactic:scalactic_2.12,org.scalatest:scalatest_2.12,com.fasterxml.jackson.core:jackson-databind", | ||
| "spark.yarn.user.classpath.first": "true", | ||
|
|
@@ -131,15 +131,15 @@ cloud](http://community.cloud.databricks.com), create a new [library from Maven | |
| coordinates](https://docs.databricks.com/user-guide/libraries.html#libraries-from-maven-pypi-or-spark-packages) | ||
| in your workspace. | ||
|
|
||
| For the coordinates use: `com.microsoft.azure:synapseml_2.12:0.11.2` | ||
| For the coordinates use: `com.microsoft.azure:synapseml_2.12:0.11.3` | ||
| with the resolver: `https://mmlspark.azureedge.net/maven`. Ensure this library is | ||
| attached to your target cluster(s). | ||
|
|
||
| Finally, ensure that your Spark cluster has at least Spark 3.2 and Scala 2.12. If you encounter Netty dependency issues please use DBR 10.1. | ||
|
|
||
| You can use SynapseML in both your Scala and PySpark notebooks. To get started with our example notebooks import the following databricks archive: | ||
|
|
||
| `https://mmlspark.blob.core.windows.net/dbcs/SynapseMLExamplesv0.11.2.dbc` | ||
| `https://mmlspark.blob.core.windows.net/dbcs/SynapseMLExamplesv0.11.3.dbc` | ||
|
|
||
| ### Microsoft Fabric | ||
|
|
||
|
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@@ -152,7 +152,7 @@ In Microsoft Fabric notebooks please place the following in the first cell of yo | |
| { | ||
| "name": "synapseml", | ||
| "conf": { | ||
| "spark.jars.packages": "com.microsoft.azure:synapseml_2.12:0.11.2-spark3.3", | ||
| "spark.jars.packages": "com.microsoft.azure:synapseml_2.12:0.11.3-spark3.3", | ||
| "spark.jars.repositories": "https://mmlspark.azureedge.net/maven", | ||
| "spark.jars.excludes": "org.scala-lang:scala-reflect,org.apache.spark:spark-tags_2.12,org.scalactic:scalactic_2.12,org.scalatest:scalatest_2.12,com.fasterxml.jackson.core:jackson-databind", | ||
| "spark.yarn.user.classpath.first": "true", | ||
|
|
@@ -168,7 +168,7 @@ In Microsoft Fabric notebooks please place the following in the first cell of yo | |
| { | ||
| "name": "synapseml", | ||
| "conf": { | ||
| "spark.jars.packages": "com.microsoft.azure:synapseml_2.12:0.11.2,org.apache.spark:spark-avro_2.12:3.3.1", | ||
| "spark.jars.packages": "com.microsoft.azure:synapseml_2.12:0.11.3,org.apache.spark:spark-avro_2.12:3.3.1", | ||
| "spark.jars.repositories": "https://mmlspark.azureedge.net/maven", | ||
| "spark.jars.excludes": "org.scala-lang:scala-reflect,org.apache.spark:spark-tags_2.12,org.scalactic:scalactic_2.12,org.scalatest:scalatest_2.12,com.fasterxml.jackson.core:jackson-databind", | ||
| "spark.yarn.user.classpath.first": "true", | ||
|
|
@@ -187,7 +187,7 @@ the above example, or from python: | |
| ```python | ||
| import pyspark | ||
| spark = pyspark.sql.SparkSession.builder.appName("MyApp") \ | ||
| .config("spark.jars.packages", "com.microsoft.azure:synapseml_2.12:0.11.2") \ | ||
| .config("spark.jars.packages", "com.microsoft.azure:synapseml_2.12:0.11.3") \ | ||
| .getOrCreate() | ||
| import synapse.ml | ||
| ``` | ||
|
|
@@ -198,9 +198,9 @@ SynapseML can be conveniently installed on existing Spark clusters via the | |
| `--packages` option, examples: | ||
|
|
||
| ```bash | ||
| spark-shell --packages com.microsoft.azure:synapseml_2.12:0.11.2 | ||
| pyspark --packages com.microsoft.azure:synapseml_2.12:0.11.2 | ||
| spark-submit --packages com.microsoft.azure:synapseml_2.12:0.11.2 MyApp.jar | ||
| spark-shell --packages com.microsoft.azure:synapseml_2.12:0.11.3 | ||
| pyspark --packages com.microsoft.azure:synapseml_2.12:0.11.3 | ||
| spark-submit --packages com.microsoft.azure:synapseml_2.12:0.11.3 MyApp.jar | ||
| ``` | ||
|
|
||
| ### SBT | ||
|
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@@ -209,7 +209,7 @@ If you are building a Spark application in Scala, add the following lines to | |
| your `build.sbt`: | ||
|
|
||
| ```scala | ||
| libraryDependencies += "com.microsoft.azure" % "synapseml_2.12" % "0.11.2" | ||
| libraryDependencies += "com.microsoft.azure" % "synapseml_2.12" % "0.11.3" | ||
| ``` | ||
|
|
||
| ### Apache Livy and HDInsight | ||
|
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@@ -223,7 +223,7 @@ Excluding certain packages from the library may be necessary due to current issu | |
| { | ||
| "name": "synapseml", | ||
| "conf": { | ||
| "spark.jars.packages": "com.microsoft.azure:synapseml_2.12:0.11.2", | ||
| "spark.jars.packages": "com.microsoft.azure:synapseml_2.12:0.11.3", | ||
| "spark.jars.excludes": "org.scala-lang:scala-reflect,org.apache.spark:spark-tags_2.12,org.scalactic:scalactic_2.12,org.scalatest:scalatest_2.12,com.fasterxml.jackson.core:jackson-databind" | ||
| } | ||
| } | ||
|
|
||
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