Public/Add-DatabricksLibrary.ps1
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.SYNOPSIS Installs a library to a Databricks cluster. .DESCRIPTION Attempts install of library. Note you must check if the install completes successfully as the install happens async. See Get-DatabricksLibraries. Also note that libraries installed via the API do not show in UI. Again see Get-DatabricksLibraries. This is a known Databricks issue which maybe addressed in the future. Note the API does not support the auto install to all clusters option as yet. Cluster must not be in a terminated state (PENDING is ok). .PARAMETER BearerToken Your Databricks Bearer token to authenticate to your workspace (see User Settings in Databricks WebUI) .PARAMETER Region Azure Region - must match the URL of your Databricks workspace, example northeurope .PARAMETER LibraryType egg, jar, pypi, whl, cran, maven .PARAMETER LibrarySettings Settings can by path to jar (starting dbfs), pypi name (optionally with repo), or egg If jar, URI of the jar to be installed. DBFS and S3 URIs are supported. For example: { "jar": "dbfs:/mnt/databricks/library.jar" } or { "jar": "s3://my-bucket/library.jar" }. If S3 is used, make sure the cluster has read access on the library. You may need to launch the cluster with an IAM role to access the S3 URI. If egg, URI of the egg to be installed. DBFS and S3 URIs are supported. For example: { "egg": "dbfs:/my/egg" } or { "egg": "s3://my-bucket/egg" }. If S3 is used, make sure the cluster has read access on the library. You may need to launch the cluster with an IAM role to access the S3 URI. If whl, URI of the wheel or zipped wheels to be installed. DBFS and S3 URIs are supported. For example: { "whl": "dbfs:/my/whl" } or { "whl": "s3://my-bucket/whl" }. If S3 is used, make sure the cluster has read access on the library. You may need to launch the cluster with an IAM role to access the S3 URI. Also the wheel file name needs to use the correct convention. If zipped wheels are to be installed, the file name suffix should be .wheelhouse.zip. If pypi, specification of a PyPI library to be installed. For example: { "package": "simplejson" } If maven, specification of a Maven library to be installed. For example: { "coordinates": "org.jsoup:jsoup:1.7.2" } If cran, specification of a CRAN library to be installed. .PARAMETER ClusterId The cluster to install the library to. Note that the API does not support auto installing to all clusters. See Get-DatabricksClusters. .EXAMPLE C:\PS> Add-DatabricksLibrary -BearerToken $BearerToken -Region $Region -LibraryType "jar" -LibrarySettings "dbfs:/mnt/libraries/library.jar" -ClusterId "bob-1234" This example installs a library from a jar which exists in dbfs. .EXAMPLE C:\PS> Add-DatabricksLibrary -BearerToken $BearerToken -Region $Region -LibraryType "pypi" -LibrarySettings 'simplejson2' -ClusterId 'Bob-1234' The above example applies a pypi library to a cluster by id .NOTES Author: Simon D'Morias / Data Thirst Ltd #> Function Add-DatabricksLibrary { [cmdletbinding()] param ( [parameter(Mandatory = $false)][string]$BearerToken, [parameter(Mandatory = $false)][string]$Region, [Parameter(Mandatory = $true)][ValidateSet('jar','egg','maven','pypi','cran', 'whl')][string]$LibraryType, [parameter(Mandatory = $true)][string]$LibrarySettings, [parameter(Mandatory = $true)][string]$ClusterId ) [Net.ServicePointManager]::SecurityProtocol = [Net.SecurityProtocolType]::Tls12 $Headers = GetHeaders $PSBoundParameters $uri ="$global:DatabricksURI/api/2.0/libraries/install" $Body = @{"cluster_id"=$ClusterId} if (($LibrarySettings -notmatch '{') -and ($LibraryType -eq "pypi")) { #Pypi and only string passed - try as simple name Write-Verbose "Converting to pypi JSON request" $LibrarySettings = '{package: "' + $LibrarySettings + '"}' } if ($LibrarySettings -match '{'){ # Settings are JSON else assume String (name of library) Write-Verbose "Request is in JSON" $Libraries = @() $Library = @{} $Library[$LibraryType]= ($LibrarySettings | ConvertFrom-Json) $Libraries += $Library $Body['libraries'] = $Libraries } else { Write-Verbose "Request is a string" $Libraries = @() $Library = @{} $Library[$LibraryType]= $LibrarySettings $Libraries += $Library $Body['libraries'] = $Libraries } $BodyText = $Body | ConvertTo-Json -Depth 10 Write-Verbose "Request Body: $BodyText" Write-Verbose "Installing library $LibraryType with setting $LibrarySettings to REST API: $uri" Invoke-RestMethod -Uri $uri -Body $BodyText -Method 'POST' -Headers $Headers } |