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|
//as of ML.Net 1.7 with new Project types
//Updated to reference packages from 'c:\users\%UserName%\.nuget'
(* Script to generate:
a) lib references for ML dlls
b) code that adds the required native libraries to Path
open System
open System.IO
open System.Collections.Generic
let __PKG_ROOT__ = Path.Combine( @"C:\Users\",Environment.UserName,".nuget")
let includeSet =
[
"System.Collections.Immutable"
"System.Runtime.CompilerServices.Unsafe"
"System.Memory"
"System.Numerics.Vector"
"Microsoft.ML"
"IronSnappy"
"Parquet"
]
|> List.map (fun x->x.ToLower())
let excludeSet =
[ //exclude files that may get caught in the includeSet filter
//"LightGbm.2.2.3"
"Mkl.Redist"
"ML.OnnxRuntime"
"Probabilistic.Visualizers"
]
|> List.map (fun x->x.ToLower())
let dirs = Directory.EnumerateDirectories(__PKG_ROOT__ + @"\packages") |> Seq.map (fun x->x.ToLower())
let comp a b = Comparer<string>.Default.Compare(a, b) //> 0// String.Compare(a,b,StringComparison.OrdinalIgnoreCase)
;;
let dirVers =
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.map(fun dir ->
let ver = Directory.GetDirectories(dir) |> Seq.sortWith comp |> Seq.last
Path.Combine(dir,ver))
dirVers
|> Seq.collect(fun dir ->
let p = Path.Combine(dir,"lib","netstandard2.0")
Directory.GetFiles(p,"*.dll"))
|> Seq.map (fun path -> path.Replace(__PKG_ROOT__+ @"\",""))
|> Seq.map (fun path -> sprintf "#r @\"%s\"" path)
|> Seq.iter (printfn "%s")
;;
let platform = @"win-x64"
let nativeLibs =
dirVers
|> Seq.collect(fun dir ->
let p1 = Path.Combine(dir,"runtimes",platform,"native")
let p2 = Path.Combine(dir,"runtimes",platform,"nativeassets","netstandard2.0")
[p1;p2]
|> Seq.collect (fun p ->
if Directory.Exists p then Directory.GetFiles(p,"*.dll")
else Array.empty))
|> Seq.toList
;;
nativeLibs |> Seq.iter (printfn """+ ";" + "%s" """)
*)
#r "netstandard"
//need specific version otherwise fsi will bind to system versions
#r @"c:\users\admin\.nuget\packages\ironsnappy\1.2.4\lib\netstandard2.0\IronSnappy.dll"
#r @"c:\users\admin\.nuget\packages\microsoft.ml\1.5.2\lib\netstandard2.0\Microsoft.ML.Core.dll"
#r @"c:\users\admin\.nuget\packages\microsoft.ml\1.5.2\lib\netstandard2.0\Microsoft.ML.Data.dll"
#r @"c:\users\admin\.nuget\packages\microsoft.ml\1.5.2\lib\netstandard2.0\Microsoft.ML.KMeansClustering.dll"
#r @"c:\users\admin\.nuget\packages\microsoft.ml\1.5.2\lib\netstandard2.0\Microsoft.ML.PCA.dll"
#r @"c:\users\admin\.nuget\packages\microsoft.ml\1.5.2\lib\netstandard2.0\Microsoft.ML.StandardTrainers.dll"
#r @"c:\users\admin\.nuget\packages\microsoft.ml\1.5.2\lib\netstandard2.0\Microsoft.ML.Transforms.dll"
#r @"c:\users\admin\.nuget\packages\microsoft.ml.automl\0.17.2\lib\netstandard2.0\Microsoft.ML.AutoML.dll"
#r @"c:\users\admin\.nuget\packages\microsoft.ml.cpumath\1.5.2\lib\netstandard2.0\Microsoft.ML.CpuMath.dll"
#r @"c:\users\admin\.nuget\packages\microsoft.ml.dataview\1.5.2\lib\netstandard2.0\Microsoft.ML.DataView.dll"
#r @"c:\users\admin\.nuget\packages\microsoft.ml.fasttree\1.5.2\lib\netstandard2.0\Microsoft.ML.FastTree.dll"
#r @"c:\users\admin\.nuget\packages\microsoft.ml.imageanalytics\1.5.2\lib\netstandard2.0\Microsoft.ML.ImageAnalytics.dll"
#r @"c:\users\admin\.nuget\packages\microsoft.ml.lightgbm\1.5.2\lib\netstandard2.0\Microsoft.ML.LightGbm.dll"
#r @"c:\users\admin\.nuget\packages\microsoft.ml.mkl.components\1.5.2\lib\netstandard2.0\Microsoft.ML.Mkl.Components.dll"
#r @"c:\users\admin\.nuget\packages\microsoft.ml.parquet\0.17.2\lib\netstandard2.0\Microsoft.ML.Parquet.dll"
#r @"c:\users\admin\.nuget\packages\microsoft.ml.recommender\0.17.2\lib\netstandard2.0\Microsoft.ML.Recommender.dll"
#r @"c:\users\admin\.nuget\packages\microsoft.ml.tensorflow\1.5.2\lib\netstandard2.0\Microsoft.ML.TensorFlow.dll"
#r @"c:\users\admin\.nuget\packages\microsoft.ml.timeseries\1.5.2\lib\netstandard2.0\Microsoft.ML.TimeSeries.dll"
#r @"c:\users\admin\.nuget\packages\microsoft.ml.vision\1.5.2\lib\netstandard2.0\Microsoft.ML.Vision.dll"
#r @"c:\users\admin\.nuget\packages\parquet.net\3.7.7\lib\netstandard2.0\Parquet.dll"
#r @"c:\users\admin\.nuget\packages\system.collections.immutable\5.0.0-preview.6.20305.6\lib\netstandard2.0\System.Collections.Immutable.dll"
#r @"c:\users\admin\.nuget\packages\system.memory\4.5.4\lib\netstandard2.0\System.Memory.dll"
#r @"c:\users\admin\.nuget\packages\system.numerics.vectors\4.5.0\lib\netstandard2.0\System.Numerics.Vectors.dll"
#r @"c:\users\admin\.nuget\packages\system.runtime.compilerservices.unsafe\5.0.0-preview.6.20305.6\lib\netstandard2.0\System.Runtime.CompilerServices.Unsafe.dll"
open System
let path = Environment.GetEnvironmentVariable("path")
let path' =
path
+ ";" + "c:\users\admin\.nuget\packages\microsoft.ml\1.5.2\runtimes\win-x64\native\LdaNative.dll"
+ ";" + "c:\users\admin\.nuget\packages\microsoft.ml.cpumath\1.5.2\runtimes\win-x64\nativeassets\netstandard2.0\CpuMathNative.dll"
+ ";" + "c:\users\admin\.nuget\packages\microsoft.ml.fasttree\1.5.2\runtimes\win-x64\native\FastTreeNative.dll"
+ ";" + "c:\users\admin\.nuget\packages\microsoft.ml.mkl.components\1.5.2\runtimes\win-x64\native\SymSgdNative.dll"
+ ";" + "c:\users\admin\.nuget\packages\microsoft.ml.recommender\0.17.2\runtimes\win-x64\native\MatrixFactorizationNative.dll"
Environment.SetEnvironmentVariable("path",path')
|
