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Configure F# Interactive to use Microsoft.ML.Net

Updated to use the new "nuget:..." style references. At this time a workaround is needed to properly load some of the native libraries.

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//as of ML.Net 1.5
(* generate refs - shoud net most of the required libs

open System.IO

let includeSet = [ 
     "System.Collections.Immutable"
     "System.Runtime.CompilerServices.Unsafe"
     "System.Memory"
     "System.Numerics.Vector"
     "Microsoft.ML"
    ] 
let excludeSet = [                //exclude files that may get caught in the includeSet filter
         //"LightGbm.2.2.3"
         "Mkl.Redist"
         "ML.OnnxRuntime"
         "Probabilistic.Visualizers"
    ]
let dirs = Directory.EnumerateDirectories(__SOURCE_DIRECTORY__ + @"\..\packages")
;;
dirs 
//|> Seq.map (fun d->d.Replace()) 
|> Seq.filter(fun dir -> includeSet |> List.exists(fun y -> dir.Contains(y)))
|> Seq.filter(fun dir -> excludeSet |> List.exists(fun y -> dir.Contains(y)) |> not)
|> Seq.collect(fun dir -> let p = Path.Combine(dir,"lib","netstandard2.0") in Directory.GetFiles(p,"*.dll"))
|> Seq.map (fun path ->  path.Replace(__SOURCE_DIRECTORY__+ @"\",""))
|> Seq.map (fun path -> sprintf "#r @\"%s\"" path)
|> Seq.iter (printfn "%s")

;;
let platform = @"*win-x64*"
let nativeDirs = Directory.EnumerateDirectories(__SOURCE_DIRECTORY__ + @"\..\packages",platform,SearchOption.AllDirectories)
;;
nativeDirs 
|> Seq.map (fun d->d.Replace(__SOURCE_DIRECTORY__+ @"\","")) 
|> Seq.iter (printfn """+ ";" + combine current @"%s\native" """)
*)

#r "netstandard"
//need specific version otherwise fsi will bind to system versions
#r @"..\packages\Microsoft.ML.1.5.0\lib\netstandard2.0\Microsoft.ML.Core.dll"
#r @"..\packages\Microsoft.ML.1.5.0\lib\netstandard2.0\Microsoft.ML.Data.dll"
#r @"..\packages\Microsoft.ML.1.5.0\lib\netstandard2.0\Microsoft.ML.KMeansClustering.dll"
#r @"..\packages\Microsoft.ML.1.5.0\lib\netstandard2.0\Microsoft.ML.PCA.dll"
#r @"..\packages\Microsoft.ML.1.5.0\lib\netstandard2.0\Microsoft.ML.StandardTrainers.dll"
#r @"..\packages\Microsoft.ML.1.5.0\lib\netstandard2.0\Microsoft.ML.Transforms.dll"
#r @"..\packages\Microsoft.ML.AutoML.0.17.0\lib\netstandard2.0\Microsoft.ML.AutoML.dll"
#r @"..\packages\Microsoft.ML.CpuMath.1.5.0\lib\netstandard2.0\Microsoft.ML.CpuMath.dll"
#r @"..\packages\Microsoft.ML.DataView.1.5.0\lib\netstandard2.0\Microsoft.ML.DataView.dll"
#r @"..\packages\Microsoft.ML.DnnImageFeaturizer.AlexNet.0.17.0\lib\netstandard2.0\Microsoft.ML.DnnImageFeaturizer.AlexNet.dll"
#r @"..\packages\Microsoft.ML.Ensemble.0.17.0\lib\netstandard2.0\Microsoft.ML.Ensemble.dll"
#r @"..\packages\Microsoft.ML.FastTree.1.5.0\lib\netstandard2.0\Microsoft.ML.FastTree.dll"
#r @"..\packages\Microsoft.ML.ImageAnalytics.1.5.0\lib\netstandard2.0\Microsoft.ML.ImageAnalytics.dll"
#r @"..\packages\Microsoft.ML.LightGbm.1.5.0\lib\netstandard2.0\Microsoft.ML.LightGbm.dll"
#r @"..\packages\Microsoft.ML.Mkl.Components.1.5.0\lib\netstandard2.0\Microsoft.ML.Mkl.Components.dll"
#r @"..\packages\Microsoft.ML.OnnxTransformer.1.5.0\lib\netstandard2.0\Microsoft.ML.OnnxTransformer.dll"
#r @"..\packages\Microsoft.ML.Probabilistic.0.3.1912.403\lib\netstandard2.0\Microsoft.ML.Probabilistic.dll"
#r @"..\packages\Microsoft.ML.Probabilistic.Compiler.0.3.1912.403\lib\netstandard2.0\Microsoft.ML.Probabilistic.Compiler.dll"
#r @"..\packages\Microsoft.ML.Probabilistic.Learners.0.3.1912.403\lib\netstandard2.0\Microsoft.ML.Probabilistic.Learners.Classifier.dll"
#r @"..\packages\Microsoft.ML.Probabilistic.Learners.0.3.1912.403\lib\netstandard2.0\Microsoft.ML.Probabilistic.Learners.dll"
#r @"..\packages\Microsoft.ML.Probabilistic.Learners.0.3.1912.403\lib\netstandard2.0\Microsoft.ML.Probabilistic.Learners.Recommender.dll"
#r @"..\packages\Microsoft.ML.Recommender.0.17.0\lib\netstandard2.0\Microsoft.ML.Recommender.dll"
#r @"..\packages\Microsoft.ML.StaticPipe.0.14.0\lib\netstandard2.0\Microsoft.ML.StaticPipe.dll"
#r @"..\packages\Microsoft.ML.TensorFlow.1.5.0\lib\netstandard2.0\Microsoft.ML.TensorFlow.dll"
#r @"..\packages\Microsoft.ML.TimeSeries.1.5.0\lib\netstandard2.0\Microsoft.ML.TimeSeries.dll"
#r @"..\packages\Microsoft.ML.Vision.1.5.0\lib\netstandard2.0\Microsoft.ML.Vision.dll"
#r @"..\packages\System.Collections.Immutable.1.7.1\lib\netstandard2.0\System.Collections.Immutable.dll"
#r @"..\packages\System.Memory.4.5.4\lib\netstandard2.0\System.Memory.dll"
#r @"..\packages\System.Numerics.Vectors.4.6.0-preview5.19224.8\lib\netstandard2.0\System.Numerics.Vectors.dll"
#r @"..\packages\System.Runtime.CompilerServices.Unsafe.4.7.1\lib\netstandard2.0\System.Runtime.CompilerServices.Unsafe.dll"

open System
let path = Environment.GetEnvironmentVariable("path")
let current = __SOURCE_DIRECTORY__
let combine a b = IO.Path.GetFullPath(IO.Path.Combine(a,b))

let path' = 
    path 
    + ";" + combine current @"..\packages\LightGBM.2.3.1\runtimes\win-x64\native" 
    + ";" + combine current @"..\packages\Microsoft.ML.1.5.0\runtimes\win-x64\native" 
    + ";" + combine current @"..\packages\Microsoft.ML.CpuMath.1.5.0\runtimes\win-x64\native" 
    + ";" + combine current @"..\packages\Microsoft.ML.FastTree.1.5.0\runtimes\win-x64\native" 
    + ";" + combine current @"..\packages\Microsoft.ML.Mkl.Components.1.5.0\runtimes\win-x64\native" 
    + ";" + combine current @"..\packages\Microsoft.ML.Mkl.Redist.1.5.0\runtimes\win-x64\native" 
    + ";" + combine current @"..\packages\Microsoft.ML.OnnxRuntime.1.3.0\runtimes\win-x64\native" 
    + ";" + combine current @"..\packages\Microsoft.ML.Recommender.0.17.0\runtimes\win-x64\native" 

    //extra path not captured by code the generator
    + ";" + combine current @"..\packages\Microsoft.ML.CpuMath.1.5.0\runtimes\win-x64\nativeassets\netstandard2.0"

Environment.SetEnvironmentVariable("path",path')

namespace System

val path : string

type Environment =
  static member CommandLine : string
  static member CurrentDirectory : string with get, set
  static member CurrentManagedThreadId : int
  static member Exit : exitCode:int -> unit
  static member ExitCode : int with get, set
  static member ExpandEnvironmentVariables : name:string -> string
  static member FailFast : message:string -> unit + 2 overloads
  static member GetCommandLineArgs : unit -> string[]
  static member GetEnvironmentVariable : variable:string -> string + 1 overload
  static member GetEnvironmentVariables : unit -> IDictionary + 1 overload
  ...
  nested type SpecialFolder
  nested type SpecialFolderOption

Environment.GetEnvironmentVariable(variable: string) : string
Environment.GetEnvironmentVariable(variable: string, target: EnvironmentVariableTarget) : string

val current : string

val combine : a:string -> b:string -> string

val a : string

val b : string

namespace System.IO

type Path =
  static val DirectorySeparatorChar : char
  static val AltDirectorySeparatorChar : char
  static val VolumeSeparatorChar : char
  static val PathSeparator : char
  static val InvalidPathChars : char[]
  static member ChangeExtension : path:string * extension:string -> string
  static member Combine : [<ParamArray>] paths:string[] -> string + 3 overloads
  static member EndsInDirectorySeparator : path:ReadOnlySpan<char> -> bool + 1 overload
  static member GetDirectoryName : path:string -> string + 1 overload
  static member GetExtension : path:string -> string + 1 overload
  ...

IO.Path.GetFullPath(path: string) : string
IO.Path.GetFullPath(path: string, basePath: string) : string

IO.Path.Combine([<ParamArray>] paths: string []) : string
IO.Path.Combine(path1: string, path2: string) : string
IO.Path.Combine(path1: string, path2: string, path3: string) : string
IO.Path.Combine(path1: string, path2: string, path3: string, path4: string) : string

val path' : string

Environment.SetEnvironmentVariable(variable: string, value: string) : unit
Environment.SetEnvironmentVariable(variable: string, value: string, target: EnvironmentVariableTarget) : unit

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More information

Link:	http://fssnip.net/7Wi
Posted:	3 years ago
Author:	Faisal Waris
Tags:	machine learning , ml.net