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chore: bump to verion 0.9.5 (#1243)
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Co-authored-by: Serena <[email protected]>
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serena-ruan and serena-ruan authored Jan 12, 2022
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26 changes: 13 additions & 13 deletions README.md
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[![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) [![Gitter](https://badges.gitter.im/Microsoft/MMLSpark.svg)](https://gitter.im/Microsoft/MMLSpark?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge)

[![Release Notes](https://img.shields.io/badge/release-notes-blue)](https://github.com/Microsoft/SynapseML/releases) [![Scala Docs](https://img.shields.io/static/v1?label=api%20docs&message=scala&color=blue&logo=scala)](https://mmlspark.blob.core.windows.net/docs/0.9.4/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/0.9.4/pyspark/index.html) [![Academic Paper](https://img.shields.io/badge/academic-paper-7fdcf7)](https://arxiv.org/abs/1810.08744)
[![Release Notes](https://img.shields.io/badge/release-notes-blue)](https://github.com/Microsoft/SynapseML/releases) [![Scala Docs](https://img.shields.io/static/v1?label=api%20docs&message=scala&color=blue&logo=scala)](https://mmlspark.blob.core.windows.net/docs/0.9.5/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/0.9.5/pyspark/index.html) [![Academic Paper](https://img.shields.io/badge/academic-paper-7fdcf7)](https://arxiv.org/abs/1810.08744)

[![Version](https://img.shields.io/badge/version-0.9.4-blue)](https://github.com/Microsoft/SynapseML/releases) [![Snapshot Version](https://mmlspark.blob.core.windows.net/icons/badges/master_version3.svg)](#sbt)
[![Version](https://img.shields.io/badge/version-0.9.5-blue)](https://github.com/Microsoft/SynapseML/releases) [![Snapshot Version](https://mmlspark.blob.core.windows.net/icons/badges/master_version3.svg)](#sbt)


SynapseML (previously MMLSpark) is an open source library to simplify the creation of scalable machine learning pipelines.
Expand All @@ -28,8 +28,8 @@ sub-millisecond latency web services, backed by your Spark cluster.

SynapseML requires Scala 2.12, Spark 3.0+, and Python 3.6+.
See the API documentation [for
Scala](https://mmlspark.blob.core.windows.net/docs/0.9.4/scala/index.html#package) and [for
PySpark](https://mmlspark.blob.core.windows.net/docs/0.9.4/pyspark/index.html).
Scala](https://mmlspark.blob.core.windows.net/docs/0.9.5/scala/index.html#package) and [for
PySpark](https://mmlspark.blob.core.windows.net/docs/0.9.5/pyspark/index.html).

<details>
<summary><strong><em>Table of Contents</em></strong></summary>
Expand Down Expand Up @@ -82,7 +82,7 @@ the above example, or from python:
```python
import pyspark
spark = pyspark.sql.SparkSession.builder.appName("MyApp") \
.config("spark.jars.packages", "com.microsoft.azure:synapseml_2.12:0.9.4") \
.config("spark.jars.packages", "com.microsoft.azure:synapseml_2.12:0.9.5") \
.config("spark.jars.repositories", "https://mmlspark.azureedge.net/maven") \
.getOrCreate()
import synapse.ml
Expand All @@ -95,7 +95,7 @@ your `build.sbt`:

```scala
resolvers += "SynapseML" at "https://mmlspark.azureedge.net/maven"
libraryDependencies += "com.microsoft.azure" % "synapseml_2.12" % "0.9.4"
libraryDependencies += "com.microsoft.azure" % "synapseml_2.12" % "0.9.5"

```

Expand All @@ -105,9 +105,9 @@ SynapseML can be conveniently installed on existing Spark clusters via the
`--packages` option, examples:

```bash
spark-shell --packages com.microsoft.azure:synapseml_2.12:0.9.4 --conf spark.jars.repositories=https://mmlspark.azureedge.net/maven
pyspark --packages com.microsoft.azure:synapseml_2.12:0.9.4 --conf spark.jars.repositories=https://mmlspark.azureedge.net/maven
spark-submit --packages com.microsoft.azure:synapseml_2.12:0.9.4 MyApp.jar --conf spark.jars.repositories=https://mmlspark.azureedge.net/maven
spark-shell --packages com.microsoft.azure:synapseml_2.12:0.9.5 --conf spark.jars.repositories=https://mmlspark.azureedge.net/maven
pyspark --packages com.microsoft.azure:synapseml_2.12:0.9.5 --conf spark.jars.repositories=https://mmlspark.azureedge.net/maven
spark-submit --packages com.microsoft.azure:synapseml_2.12:0.9.5 MyApp.jar --conf spark.jars.repositories=https://mmlspark.azureedge.net/maven
```

This can be used in other Spark contexts too. For example, you can use SynapseML
Expand All @@ -122,15 +122,15 @@ 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_2.12:0.9.4`
For the coordinates use: `com.microsoft.azure:synapseml_2.12:0.9.5`
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 3.12 and Scala 2.12.

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/SynapseMLExamplesv0.9.4.dbc`
`https://mmlspark.blob.core.windows.net/dbcs/SynapseMLExamplesv0.9.5.dbc`

### Apache Livy and HDInsight

Expand All @@ -143,7 +143,7 @@ Excluding certain packages from the library may be necessary due to current issu
{
"name": "synapseml",
"conf": {
"spark.jars.packages": "com.microsoft.azure:synapseml_2.12:0.9.4",
"spark.jars.packages": "com.microsoft.azure:synapseml_2.12:0.9.5",
"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"
}
Expand All @@ -157,7 +157,7 @@ In Azure Synapse, "spark.yarn.user.classpath.first" should be set to "true" to o
{
"name": "synapseml",
"conf": {
"spark.jars.packages": "com.microsoft.azure:synapseml_2.12:0.9.4",
"spark.jars.packages": "com.microsoft.azure:synapseml_2.12:0.9.5",
"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",
"spark.yarn.user.classpath.first": "true"
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19 changes: 1 addition & 18 deletions build.sbt
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Expand Up @@ -64,8 +64,6 @@ def pomPostFunc(node: XmlNode): scala.xml.Node = {

pomPostProcess := pomPostFunc

val speechResolver = "Speech" at "https://mmlspark.blob.core.windows.net/maven/"

val getDatasetsTask = TaskKey[Unit]("getDatasets", "download datasets used for testing")
val datasetName = "datasets-2021-12-10.tgz"
val datasetUrl = new URL(s"https://mmlspark.blob.core.windows.net/installers/$datasetName")
Expand Down Expand Up @@ -213,20 +211,6 @@ publishDocs := {
uploadToBlob(unifiedDocDir.toString, version.value, "docs")
}

val release = TaskKey[Unit]("release", "publish the library to synapseml blob")
release := Def.taskDyn {
val v = isSnapshot.value
if (!v) {
Def.task {
sonatypeBundleRelease.value
}
} else {
Def.task {
"Not a release"
}
}
}

val publishBadges = TaskKey[Unit]("publishBadges", "publish badges to synapseml blob")
publishBadges := {
def enc(s: String): String = {
Expand Down Expand Up @@ -310,11 +294,10 @@ lazy val cognitive = (project in file("cognitive"))
.dependsOn(core % "test->test;compile->compile")
.settings(settings ++ Seq(
libraryDependencies ++= Seq(
"com.microsoft.cognitiveservices.speech" % "client-sdk" % "1.14.0",
"com.microsoft.cognitiveservices.speech" % "client-jar-sdk" % "1.14.0",
"com.azure" % "azure-storage-blob" % "12.14.2",
"com.azure" % "azure-ai-textanalytics" % "5.1.4",
),
resolvers += speechResolver,
name := "synapseml-cognitive"
): _*)

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