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chore: bump to v0.10.1 (#1628)
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mhamilton723 committed Aug 23, 2022
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Expand Up @@ -21,14 +21,14 @@ sub-millisecond latency web services, backed by your Spark cluster.

SynapseML requires Scala 2.12, Spark 3.2+, and Python 3.6+.
See the API documentation [for
Scala](https://mmlspark.blob.core.windows.net/docs/0.10.0/scala/index.html#package) and [for
PySpark](https://mmlspark.blob.core.windows.net/docs/0.10.0/pyspark/index.html).
Scala](https://mmlspark.blob.core.windows.net/docs/0.10.1/scala/index.html#package) and [for
PySpark](https://mmlspark.blob.core.windows.net/docs/0.10.1/pyspark/index.html).

| Topics | Links |
|:--------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Build | [![Build Status](https://msdata.visualstudio.com/A365/_apis/build/status/microsoft.SynapseML?branchName=master)](https://msdata.visualstudio.com/A365/_build/latest?definitionId=17563&branchName=master) [![codecov](https://codecov.io/gh/Microsoft/SynapseML/branch/master/graph/badge.svg)](https://codecov.io/gh/Microsoft/SynapseML) [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) |
| Version | [![Version](https://img.shields.io/badge/version-0.10.0-blue)](https://github.com/Microsoft/SynapseML/releases) [![Release Notes](https://img.shields.io/badge/release-notes-blue)](https://github.com/Microsoft/SynapseML/releases) [![Snapshot Version](https://mmlspark.blob.core.windows.net/icons/badges/master_version3.svg)](#sbt) |
| Docs | [![Scala Docs](https://img.shields.io/static/v1?label=api%20docs&message=scala&color=blue&logo=scala)](https://mmlspark.blob.core.windows.net/docs/0.10.0/scala/index.html#package) [![PySpark Docs](https://img.shields.io/static/v1?label=api%20docs&message=python&color=blue&logo=python)](https://mmlspark.blob.core.windows.net/docs/0.10.0/pyspark/index.html) [![Academic Paper](https://img.shields.io/badge/academic-paper-7fdcf7)](https://arxiv.org/abs/1810.08744) |
| Version | [![Version](https://img.shields.io/badge/version-0.10.1-blue)](https://github.com/Microsoft/SynapseML/releases) [![Release Notes](https://img.shields.io/badge/release-notes-blue)](https://github.com/Microsoft/SynapseML/releases) [![Snapshot Version](https://mmlspark.blob.core.windows.net/icons/badges/master_version3.svg)](#sbt) |
| Docs | [![Scala Docs](https://img.shields.io/static/v1?label=api%20docs&message=scala&color=blue&logo=scala)](https://mmlspark.blob.core.windows.net/docs/0.10.1/scala/index.html#package) [![PySpark Docs](https://img.shields.io/static/v1?label=api%20docs&message=python&color=blue&logo=python)](https://mmlspark.blob.core.windows.net/docs/0.10.1/pyspark/index.html) [![Academic Paper](https://img.shields.io/badge/academic-paper-7fdcf7)](https://arxiv.org/abs/1810.08744) |
| Support | [![Gitter](https://badges.gitter.im/Microsoft/MMLSpark.svg)](https://gitter.im/Microsoft/MMLSpark?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge) [![Mail](https://img.shields.io/badge/mail-synapseml--support-brightgreen)](mailto:synapseml-support@microsoft.com) |
| Binder | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/microsoft/SynapseML/93d7ccf?labpath=notebooks%2Ffeatures) |

Expand Down Expand Up @@ -91,7 +91,7 @@ For Spark 3.2 Pools:
{
"name": "synapseml",
"conf": {
"spark.jars.packages": "com.microsoft.azure:synapseml_2.12:0.10.0",
"spark.jars.packages": "com.microsoft.azure:synapseml_2.12:0.10.1",
"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"
Expand Down Expand Up @@ -123,15 +123,15 @@ 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_2.12:0.10.0`
For the coordinates use: `com.microsoft.azure:synapseml_2.12:0.10.1`
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/SynapseMLExamplesv0.10.0.dbc`
`https://mmlspark.blob.core.windows.net/dbcs/SynapseMLExamplesv0.10.1.dbc`

### Python Standalone

Expand All @@ -142,7 +142,7 @@ the above example, or from python:
```python
import pyspark
spark = pyspark.sql.SparkSession.builder.appName("MyApp") \
.config("spark.jars.packages", "com.microsoft.azure:synapseml_2.12:0.10.0") \
.config("spark.jars.packages", "com.microsoft.azure:synapseml_2.12:0.10.1") \
.getOrCreate()
import synapse.ml
```
Expand All @@ -153,9 +153,9 @@ SynapseML can be conveniently installed on existing Spark clusters via the
`--packages` option, examples:

```bash
spark-shell --packages com.microsoft.azure:synapseml_2.12:0.10.0
pyspark --packages com.microsoft.azure:synapseml_2.12:0.10.0
spark-submit --packages com.microsoft.azure:synapseml_2.12:0.10.0 MyApp.jar
spark-shell --packages com.microsoft.azure:synapseml_2.12:0.10.1
pyspark --packages com.microsoft.azure:synapseml_2.12:0.10.1
spark-submit --packages com.microsoft.azure:synapseml_2.12:0.10.1 MyApp.jar
```

### SBT
Expand All @@ -164,7 +164,7 @@ 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" % "0.10.0"
libraryDependencies += "com.microsoft.azure" % "synapseml_2.12" % "0.10.1"
```

### Apache Livy and HDInsight
Expand All @@ -178,7 +178,7 @@ Excluding certain packages from the library may be necessary due to current issu
{
"name": "synapseml",
"conf": {
"spark.jars.packages": "com.microsoft.azure:synapseml_2.12:0.10.0",
"spark.jars.packages": "com.microsoft.azure:synapseml_2.12:0.10.1",
"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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