20240521 ML extensibility

This commit is contained in:
WilliamDAssafMSFT
2024-05-21 15:51:44 -07:00
parent 58ce1a2d84
commit b0967ce536
4 changed files with 1016 additions and 0 deletions
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#
# Install-MLModels.ps1
# Copyright (C) Microsoft. All rights reserved.
#
# See: https://learn.microsoft.com/sql/machine-learning/install/sql-pretrained-models-install
# Verify script is being run with elevated privileges
if (!([Security.Principal.WindowsPrincipal] [Security.Principal.WindowsIdentity]::GetCurrent()).IsInRole([Security.Principal.WindowsBuiltInRole]::Administrator))
{
Write-Error "This script must be run as Administrator"
Exit 1
}
class SqlInstance
{
static $Languages = @{`
'R' = @{`
'ModelsPath' = 'library\MicrosoftML\mxLibs\x64';`
'SharedKey' = 'sql_shared_mr';`
'DllName' = 'MR';`
'ConfigNode' = 'mrs' };`
'Python' = @{`
'ModelsPath' = 'Lib\site-packages\microsoftml\mxLibs';`
'SharedKey' = 'sql_shared_mpy';`
'DllName' = 'MPY';`
'ConfigNode' = 'mpy' }}
[bool]$IsShared
[Version]$MlmVersion
[Version]$MlsVersion
[string]$Name
[string]$RootPath
[string]$RSetupPath
[string]$SqlVersion
#
# Returns SqlInstance or $null if an error occurred
#
[SqlInstance] static Create($isShared, $instanceName, $sqlVersion)
{
$sqlInstance = [SqlInstance]::new()
$sqlInstance.IsShared = $isShared
$sqlInstance.Name = $instanceName
$sqlInstance.SqlVersion = $sqlVersion
$sqlVersionName = ConvertSqlVersionToName( $sqlVersion )
if( [string]::IsNullOrEmpty($sqlVersionName) ){
Write-Warning "Sql name not found: instance name= $($instanceName), sql version=$($sqlVersion)"
return $null
}
if ($sqlInstance.IsShared)
{
$found = $false
foreach ($language in [SqlInstance]::Languages.Values)
{
$sharedRegPath = "HKLM:\SOFTWARE\Microsoft\Microsoft SQL Server\$sqlVersion\$($language.SharedKey)"
$sharedKey = Get-ItemProperty -Path $sharedRegPath -ErrorAction "Ignore"
if ($sharedKey -ne $null)
{
$sqlInstance.RootPath = (Get-Item($sharedKey.Path)).Parent.FullName
$sqlInstance.RSetupPath = "$($sqlInstance.RootPath)\Setup Bootstrap\{0}\x64\RSetup.exe" -f $sqlVersionName
$found = $true
break
}
}
if(!$found)
{
return $null
}
}
else
{
$setupRegPath = "HKLM:\SOFTWARE\Microsoft\Microsoft SQL Server\$instanceName\Setup"
$sqlInstance.RootPath = (Get-Item (Get-ItemProperty -Path $setupRegPath -ErrorAction "Ignore").SQLPath).Parent.FullName
$sqlInstance.RSetupPath = "{0}{1}\x64\RSetup.exe" -f`
(Get-ItemProperty -Path "HKLM:\SOFTWARE\Microsoft\Microsoft SQL Server\$sqlVersion\Bootstrap" -ErrorAction "Ignore").BootstrapDir,`
$sqlVersionName
}
# Set MLS version
try
{
$bindingPath = Join-Path $sqlInstance.GetLanguageFolder("R") ".sqlbindr.ini"
if ((Test-Path $bindingPath) -and ((Get-Item -Force $bindingPath).Length -gt 0))
{
$sqlInstance.MlsVersion = Get-Content $bindingPath
$sqlInstance.RSetupPath = Join-Path (Get-ItemProperty 'HKLM:\SOFTWARE\Microsoft\R Server').Path "Setup\rsetup.exe"
}
else
{
# Get MLS version from XML resource
foreach ($language in [SqlInstance]::Languages.Values)
{
$dllName = if ($sqlInstance.IsShared) {"S$($language.DllName)Dll"} else {"I$($language.DllName)Dll"}
$dllPath = if ($sqlInstance.IsShared) {"Shared\$dllName.dll"} else {"MSSQL\Binn\$dllName.dll"}
$dllPath = Join-Path $sqlInstance.RootPath $dllPath
if (Test-Path $dllPath)
{
$assembly = [System.Reflection.Assembly]::LoadFrom($dllPath)
$doc = New-Object System.Xml.XmlDocument
$doc.Load($assembly.GetManifestResourceStream("$dllName.$dllName.xml"))
$sqlInstance.MlsVersion = $doc.SelectSingleNode("/ConfigurationData/$($language.ConfigNode)").InnerText
break
}
}
}
}
catch
{
# Ignore exceptions
}
# check RSetup.exe exists
if (($sqlInstance.RSetupPath -eq $null) -or !(Test-Path -Path $sqlInstance.RSetupPath -PathType Leaf))
{
Write-Warning "RSetup.exe not found for instance name= $($instanceName), sql version=$($sqlVersion)"
return $null
}
# Map MLS version to MLM version
if ($sqlInstance.MlsVersion.ToString(3) -eq "9.2.0")
{
$sqlInstance.MlmVersion = "9.2.0.24"
}
elseif ($sqlInstance.MlsVersion.ToString(3) -eq "9.2.1"`
-or $sqlInstance.MlsVersion.ToString(3) -eq "9.3.0"`
-or $sqlInstance.MlsVersion.ToString(3) -eq "9.4.1"`
-or $sqlInstance.MlsVersion.ToString(3) -eq "9.4.7")
{
$sqlInstance.MlmVersion = $sqlInstance.MlsVersion.ToString(3)
}
else
{
$sqlInstance.MlmVersion = $sqlInstance.MlsVersion
}
return $sqlInstance
}
[string] GetLanguageFolder($language)
{
$languageFolder = $null
if ([SqlInstance]::Languages.ContainsKey($language))
{
if ($this.IsShared)
{
$languageFolder = Join-Path $this.RootPath "$($language)_SERVER".ToUpper()
}
else
{
$languageFolder = Join-Path $this.RootPath "$($language)_SERVICES".ToUpper()
}
}
return $languageFolder
}
}
#
# Retursn sql version name or $null if name was not found
#
function ConvertSqlVersionToName($sqlVersion)
{
$sqlVersionName = $null
foreach ($sqlKey in (Get-ChildItem -Path "HKLM:\SOFTWARE\Microsoft\Microsoft SQL Server\$sqlVersion" -ErrorAction "Ignore").PSChildName)
{
try
{
if ($sqlKey -imatch "^SQL(Server)?\d+$")
{
$sqlVersionName = $sqlKey
break
}
#example: SQL2019CTP3.0
if ($sqlKey -imatch "^SQL?\d{4}CTP\d+.\d+$")
{
$sqlVersionName = $sqlKey
break
}
}
catch
{
# Ignore exceptions
}
}
return $sqlVersionName
}
#
# Returns number of instances found and hash table with successfully parsed instances
#
function GetSqlInstances()
{
$sqlInstances = @{}
# Handle shared installs
foreach ($sqlVersion in (Get-ChildItem -Path 'HKLM:\SOFTWARE\Microsoft\Microsoft SQL Server' -ErrorAction "Ignore").PSChildName)
{
try
{
$name = ConvertSqlVersionToName($sqlVersion)
if( ![string]::IsNullOrEmpty($name))
{
$sqlInstance = [SqlInstance]::Create($true, "SHARED_{0}" -f $name.ToUpper(), $sqlVersion)
if ( ($sqlInstance -ne $null) -and ($sqlInstance.MlmVersion -ne $null))
{
$sqlInstances[$sqlInstance.Name] = $sqlInstance
}
}
}
catch
{
# Ignore exceptions
}
}
# Handle per-instance installs
foreach ($sqlKey in (Get-ItemProperty -Path "HKLM:\SOFTWARE\Microsoft\Microsoft SQL Server\Instance Names\SQL" -ErrorAction "Ignore").PSObject.Properties)
{
try
{
$versionRegPath = "HKLM:\SOFTWARE\Microsoft\Microsoft SQL Server\$($sqlKey.Value)\MSSQLServer\CurrentVersion"
$sqlVersion = (Get-ItemProperty -Path $versionRegPath -ErrorAction "Ignore").CurrentVersion -replace '^(\d+)\.(\d).*', '${1}0'
if( ![string]::IsNullOrEmpty($sqlVersion) )
{
$sqlInstance = [SqlInstance]::Create($false, $sqlKey.Value, $sqlVersion)
if (($sqlInstance -ne $null) -and ($sqlInstance.MlmVersion -ne $null))
{
$sqlInstances[$sqlKey.Name] = $sqlInstance
}
}
}
catch
{
# Ignore exceptions
}
}
return $sqlInstances
}
# Handle command-line arguments
if ($Args -ne $null -and $Args.Length -gt 0)
{
$sqlInstances = GetSqlInstances
if( $sqlInstances.Count -eq 0){
Write-Host "INFO: no SQL Server instances identified for model installation"
Exit 1
}
# Handle all instances
foreach ($arg in $Args)
{
if ($sqlInstances.ContainsKey($arg))
{
$sqlInstance = $sqlInstances[$arg]
Write-Host "INFO: processing instance $($sqlInstance.Name)"
foreach ($language in [SqlInstance]::Languages.Keys)
{
$languageFolder = $sqlInstance.GetLanguageFolder($language)
if (Test-Path $languageFolder)
{
$modelsPath = [SqlInstance]::Languages[$language].ModelsPath
$installDir = Join-Path $languageFolder $modelsPath
$rsetupArgs = "/component MLM /version $($sqlInstance.MlmVersion) /language 1033 /destdir `"$installDir`""
# Verify models version
Write-Host "`tVerifying $language models [$($sqlInstance.MlmVersion)]"
&$sqlInstance.RSetupPath "/checkurl $rsetupArgs" 2>&1 > $null
if ($lastexitcode -eq -1 -or $lastexitcode -eq 2)
{
Write-Warning "MLS version $($sqlInstance.MlmVersion) not supported"
break
}
elseif ($lastexitcode -gt 10000)
{
Write-Warning "Error downloading models [https://go.microsoft.com/fwlink/?LinkId=$lastexitcode&clcid=1033]"
break
}
elseif ($lastexitcode -ne 0)
{
Write-Warning "rsetup.exe exited with $lastexitcode"
break
}
# Download models, if not already cached
&$sqlInstance.RSetupPath "/checkcache $rsetupArgs" 2>&1 > $null
if ($lastexitcode -ne 0)
{
Write-Host "`tDownloading $language models [$Env:TEMP]"
&$sqlInstance.RSetupPath "/download $rsetupArgs" 2>&1 > $null
if ($lastexitcode -gt 10000)
{
Write-Warning "Error downloading models [https://go.microsoft.com/fwlink/?LinkId=$lastexitcode&clcid=1033]"
break
}
if ($lastexitcode -ne 0)
{
Write-Warning "rsetup.exe exited with $lastexitcode"
break
}
}
# Install models
Write-Host "`tInstalling $language models [$installDir]"
&$sqlInstance.RSetupPath "/install $rsetupArgs" 2>&1 > $null
if ($lastexitcode -eq 0)
{
Write-Host "SUCCESS installed $language for $($sqlInstance.Name)"
}
else
{
Write-Warning "rsetup.exe failed and exited with $lastexitcode for $language and $($sqlInstance.Name)"
break
}
}
}
}
else
{
Write-Warning "$($arg): invalid instance"
}
}
}
else
{
Write-Host
Write-Host "USAGE: Install-MLModels.ps1 <INSTANCE> [<INSTANCE> ...]"
$sqlInstances = GetSqlInstances
if( $sqlInstances.Count -eq 0)
{
Write-Host "NOTE: no SQL Server instances identified for model installation"
Exit 1
}
Write-Host
Write-Host "Available instances:"
# Display available instances
foreach ($instanceName in $sqlInstances.Keys | Sort-Object)
{
$sqlInstance = $sqlInstances[$instanceName]
Write-Host
Write-Host "`tInstance=$($instanceName)"
Write-Host "`tIsShared=$($sqlInstance.IsShared)"
Write-Host "`tMlmVersion=$($sqlInstance.MlmVersion)"
Write-Host "`tMlsVersion=$($sqlInstance.MlsVersion)"
Write-Host "`tRootPath=$($sqlInstance.RootPath)"
Write-Host "`tRSetupPath=$($sqlInstance.RSetupPath)"
Write-Host "`tSqlVersion=$($sqlInstance.SqlVersion)"
Write-Host "`tSqlVersionName=$(ConvertSqlVersionToName($sqlInstance.SqlVersion))"
}
}
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# SIG # End signature block
@@ -0,0 +1,128 @@
#
# Install-PyForMLS.ps1
# Copyright (C) Microsoft. All rights reserved.
#
# See: https://learn.microsoft.com/sql/machine-learning/python/setup-python-client-tools-sql
# Command-line parameters
param
(
[string]$InstallFolder = "$Env:ProgramFiles\Microsoft\PyForMLS",
[string]$CacheFolder = $Env:Temp,
[string]$JupyterShortcut = "$Env:ProgramData\Microsoft\Windows\Start Menu\Jupyter Notebook for Microsoft Machine Learning Server.lnk"
)
# Verify script is being run with elevated privileges
if (!([Security.Principal.WindowsPrincipal] [Security.Principal.WindowsIdentity]::GetCurrent()).IsInRole([Security.Principal.WindowsBuiltInRole]::Administrator))
{
Write-Error "This script must be run as Administrator"
Exit 1
}
# Product version to install
$productVersion = '9.2.1.0'
# Default language to install (en-us)
$productLcid = '1033'
# Component names and their corresponding fwlink IDs
$components = @{ 'SPO' = '852723'; 'SPS' = '852726'; }
# Helper function which outputs the specified message to the console and prepends the current date and time
function WriteMessage($message)
{
Write-Host ("[{0}] {1}" -f (Get-Date -format u), $message)
}
# Helper function which generates a fwlink for the specified component
function GenerateFwlink($componentName)
{
return 'https://go.microsoft.com/fwlink/?LinkId={0}&clcid={1}' -f $components[$componentName], $productLcid
}
# Helper function which generates the absolute CAB path of the specified component
function GenerateCabPath($componentName)
{
return "{0}\{1}_{2}_1033.cab" -f $cacheFolder, $componentName, $productVersion
}
# Helper function which returns true if the specified CAB file is found in the cache
function IsCachedCabValid($cabFile, $cabUrl)
{
$isValid = $false
# Does CAB file exist?
if (Test-Path $cabFile)
{
# Retrieve headers from CAB URL
$response = Invoke-WebRequest -Method Head -Uri $cabUrl
# Compare last modified date of cached file against the remote file
if ([datetime](Get-ItemProperty -Path $cabFile).LastWriteTime -ge $response.Headers['Last-Modified'])
{
WriteMessage "Cached $cabFile is up-to-date"
$isValid = $true
}
else
{
WriteMessage "Cached $cabFile is expired"
$isValid = $false
}
}
else
{
WriteMessage "$cabFile not found in cache"
$isValid = $false
}
return $isValid
}
WriteMessage "Starting installation"
# Create install folder, if necessary
if (-not (Test-Path $installFolder))
{
WriteMessage "Creating install folder $installFolder"
New-Item -ItemType directory -Path $installFolder > $null
}
# Download the CAB file for each component
foreach ($componentName in $components.Keys)
{
$cabUrl = GenerateFwlink($componentName)
$cabFile = GenerateCabPath($componentName)
# Download CAB file, if necessary
if (-not (IsCachedCabValid $cabFile $cabUrl))
{
WriteMessage "Downloading $cabUrl to $cabFile"
Invoke-WebRequest -Uri $cabUrl -OutFile $cabFile
}
}
# Extract the contents of each CAB file
foreach ($componentName in $components.Keys)
{
$cabFile = GenerateCabPath($componentName)
# Extract all files using the built-in expand.exe tool
WriteMessage "Extracting $cabFile to $installFolder (this may take several minutes)"
&"$Env:WinDir\System32\expand.exe" $cabFile -F:* $installFolder > $null
}
# Create shortcut
WriteMessage "Creating shortcut $jupyterShortcut"
$shell = New-Object -comObject WScript.Shell
$shortcut = $shell.CreateShortcut($jupyterShortcut)
$shortcut.TargetPath = "$installFolder\Scripts\jupyter-notebook.exe"
$shortcut.Arguments = "--notebook-dir `"$installFolder\samples`""
$shortcut.Save()
# Force shortcut to launch as admin
$bytes = [System.IO.File]::ReadAllBytes($jupyterShortcut)
$bytes[0x15] = $bytes[0x15] -bor 0x20
[System.IO.File]::WriteAllBytes($JupyterShortcut, $bytes)
WriteMessage "Installation complete"
@@ -0,0 +1,323 @@
#
# Install-PyForMLS.ps1
# Copyright (C) Microsoft. All rights reserved.
#
# See: https://learn.microsoft.com/sql/machine-learning/python/setup-python-client-tools-sql
# Command-line parameters
param
(
[string]$InstallFolder = "$Env:ProgramFiles\Microsoft\PyForMLS",
[string]$CacheFolder = $Env:Temp,
[string]$JupyterShortcut = "$Env:ProgramData\Microsoft\Windows\Start Menu\Jupyter Notebook for Microsoft Machine Learning Server.lnk"
)
# Verify script is being run with elevated privileges
if (!([Security.Principal.WindowsPrincipal] [Security.Principal.WindowsIdentity]::GetCurrent()).IsInRole([Security.Principal.WindowsBuiltInRole]::Administrator))
{
Write-Error "This script must be run as Administrator"
Exit 1
}
# Product version to install
$productVersion = '9.3.0.0'
# Default language to install (en-us)
$productLcid = '1033'
# Component names and their corresponding fwlink IDs
$components = @{ 'SPO' = '859054'; 'SPS' = '859056'; }
# Helper function which outputs the specified message to the console and prepends the current date and time
function WriteMessage($message)
{
Write-Host ("[{0}] {1}" -f (Get-Date -format u), $message)
}
# Helper function which generates a fwlink for the specified component
function GenerateFwlink($componentName)
{
return 'https://go.microsoft.com/fwlink/?LinkId={0}&clcid={1}' -f $components[$componentName], $productLcid
}
# Helper function which generates the absolute CAB path of the specified component
function GenerateCabPath($componentName)
{
return "{0}\{1}_{2}_1033.cab" -f $cacheFolder, $componentName, $productVersion
}
# Helper function which returns true if the specified CAB file is found in the cache
function IsCachedCabValid($cabFile, $cabUrl)
{
$isValid = $false
# Does CAB file exist?
if (Test-Path $cabFile)
{
# Retrieve headers from CAB URL
$response = Invoke-WebRequest -Method Head -Uri $cabUrl
# Compare last modified date of cached file against the remote file
if ([datetime](Get-ItemProperty -Path $cabFile).LastWriteTime -ge $response.Headers['Last-Modified'])
{
WriteMessage "Cached $cabFile is up-to-date"
$isValid = $true
}
else
{
WriteMessage "Cached $cabFile is expired"
$isValid = $false
}
}
else
{
WriteMessage "$cabFile not found in cache"
$isValid = $false
}
return $isValid
}
WriteMessage "Starting installation"
# Create install folder, if necessary
if (-not (Test-Path $installFolder))
{
WriteMessage "Creating install folder $installFolder"
New-Item -ItemType directory -Path $installFolder > $null
}
# Download the CAB file for each component
foreach ($componentName in $components.Keys)
{
$cabUrl = GenerateFwlink($componentName)
$cabFile = GenerateCabPath($componentName)
# Download CAB file, if necessary
if (-not (IsCachedCabValid $cabFile $cabUrl))
{
WriteMessage "Downloading $cabUrl to $cabFile"
Invoke-WebRequest -Uri $cabUrl -OutFile $cabFile
}
}
# Extract the contents of each CAB file
foreach ($componentName in $components.Keys)
{
$cabFile = GenerateCabPath($componentName)
# Extract all files using the built-in expand.exe tool
WriteMessage "Extracting $cabFile to $installFolder (this may take several minutes)"
&"$Env:WinDir\System32\expand.exe" $cabFile -F:* $installFolder > $null
}
# Create shortcut
WriteMessage "Creating shortcut $jupyterShortcut"
$shell = New-Object -comObject WScript.Shell
$shortcut = $shell.CreateShortcut($jupyterShortcut)
$shortcut.TargetPath = "$installFolder\Scripts\jupyter-notebook.exe"
$shortcut.Arguments = "--notebook-dir `"$installFolder\samples`""
$shortcut.Save()
# Force shortcut to launch as admin
$bytes = [System.IO.File]::ReadAllBytes($jupyterShortcut)
$bytes[0x15] = $bytes[0x15] -bor 0x20
[System.IO.File]::WriteAllBytes($JupyterShortcut, $bytes)
WriteMessage "Installation complete"
# SIG # Begin signature block
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