How do I set the Python path for Python.NET in F#? - f#

I'm trying to use Python.NET from F#. Before using Python.NET from F#, I used it from C#. In order to get my code to work from C#, I had to set the path to a local Python dll with: Runtime.PythonDLL = "C:/Users/name/miniconda3/python39.dll";.
Now I'm trying Python.NET from F#, but it doesn't work. I used this example code:
open Python.Runtime // dotnet add package pythonnet --version 3.0.1
open FSharp.Interop.Dynamic // dotnet add package FSharp.Interop.Dynamic --version 5.0.1.268
open System.Collections.Generic
[<EntryPoint>]
let main argv =
//set up for garbage collection?
use gil = Py.GIL()
//-----
//NUMPY
//import numpy
let np = Py.Import("numpy")
//call a numpy function dynamically
let sinResult = np?sin(5)
// more code
0
When I run this code I get
System.TypeInitializationException
HResult=0x80131534
Message=The type initializer for 'Delegates' threw an exception.
Source=Python.Runtime
StackTrace:
at Python.Runtime.Runtime.Delegates.get_PyGILState_Ensure()
at Python.Runtime.Runtime.PyGILState_Ensure()
at Python.Runtime.Py.GIL()
at Program.main(String[] argv) in D:\Repos\TcBlack\src\Fblark\Program.fs:line 20
Inner Exception 1:
BadPythonDllException: Runtime.PythonDLL was not set or does not point to a supported Python runtime DLL. See https://github.com/pythonnet/pythonnet#embedding-python-in-net
Inner Exception 2:
MissingMethodException: Failed to load symbol Py_IncRef.
Inner Exception 3:
Win32Exception: The specified procedure could not be found
I figured this is because I didn't set the Python dll location. But since I can't do Runtime.PythonDLL = "C:/Users/name/miniconda3/python39.dll" in F#, I'm not sure how to continue. Any ideas?

You can set the Python paths with Environment.SetEnvironmentVariable as also shown in this C# example.
open Python.Runtime
open FSharp.Interop.Dynamic
open System
open System.IO
[<EntryPoint>]
let main argv =
let pythonBasePath = "C:/Users/user/miniconda3"
Environment.SetEnvironmentVariable("PYTHONHOME", pythonBasePath)
Environment.SetEnvironmentVariable("PYTHONNET_PYDLL", Path.Combine(pythonBasePath, "python39.dll"));
PythonEngine.Initialize();
PythonEngine.BeginAllowThreads();
use gil = Py.GIL()
let np = Py.Import("numpy")
//call a numpy function dynamically
let sinResult = np?sin(5)
printfn "%A" sinResult
0

Related

Using and installing MathNet Package

I have installed the MathNet.Numerics package on Visual Studio 2017 using the Package Manager Console.
I have attempted to open a Source File on and execute an algorithm relating to the MersenneTwister type within the MathNet namespace.
However, when I try to generate numbers using this algorithm in F# Interactive, I am met with the error:
File1.fs(3,6): error FS0039: The namespace or module 'MathNet' is not defined. Maybe you want one of the following:
Math
Code is as per below:
module File1
open MathNet.Numerics.Random
let mersenneTwister = new MersenneTwister(42)
let a = mersenneTwister.NextDouble()
Apologies if this is unclear, I am relatively new to F# :)
Are you per change using the interactive window or running an fsx script? Cause these don't recognize your packages.
When reproducing your problem in a F# console app I got this output: Hello 0.374540.
I installed the MathNet.Numerics.fsharp nuget package (which also uses the package you mention) and used the following code in the Program.fs:
open MathNet.Numerics.Random
let hello () =
let mersenneTwister = new MersenneTwister(42)
let a = mersenneTwister.NextDouble()
printfn "Hello %f" a
[<EntryPoint>]
let main argv =
hello ()
0 // return an integer exit code
If you do want to use the nuget package from a script you can reference it in the top of your script like so (absolute or relative)
#r #"C:\Path\bin\Debug\netcoreapp3.0\MathNet.Numerics.dll"

Embedding F# Interactive Example Throwing Exception from FSharp.Compiler.Service

I am working through the Embedding F# Interactive example from http://fsharp.github.io/FSharp.Compiler.Service/interactive.html but am having an issue with the following line throwing an exception:
let fsiSession = FsiEvaluationSession.Create(fsiConfig, allArgs, inStream, outStream, errStream)
The exception thrown is:
"An unhandled exception of type 'System.Exception' occurred in FSharp.Compiler.Service.dll
Additional information: Error creating evaluation session: StopProcessing null"
My project is being run from VS2015 Enterprise Update 1, setup as a simple F# console app, with Target F# runtime being F# 4.0 with the Target Framework as 4.6. The version of FSharp.Compiler.Service downloaded from nuget is 2.0.0.2.
The Program.Fs file code I am running is here (a direct port of the example):
open System
open System.IO
open System.Text
open Microsoft.FSharp.Compiler.SourceCodeServices
open Microsoft.FSharp.Compiler.Interactive.Shell
[<EntryPoint>]
let main argv =
let sbOut = new StringBuilder()
let sbErr = new StringBuilder()
let inStream = new StringReader("")
let outStream = new StringWriter(sbOut)
let errStream = new StringWriter(sbErr)
// Build command line arguments & start FSI session
let argv = [| "C:\\fsi.exe" |]
let allArgs = Array.append argv [|"--noninteractive"|]
let fsiConfig = FsiEvaluationSession.GetDefaultConfiguration()
let fsiSession = FsiEvaluationSession.Create(fsiConfig, allArgs, inStream, outStream, errStream)
/// Evaluate expression & return the result
let evalExpression text =
match fsiSession.EvalExpression(text) with
| Some value -> printfn "%A" value.ReflectionValue
| None -> printfn "Got no result!"
evalExpression "42+1" // prints '43'
Console.ReadLine() |> ignore
0 // return integer
Any thoughts would be appreciated.
The key to your problem is found at Compiler Services: Notes on FSharp.Core.dll
If doing dynamic compilation and execution you may also need to
include an FSharp.Core.optdata and FSharp.Core.sigdata, see below for
guidance.
When you build the application the output directory with FSharp.Core.dll is missing two files:
FSharp.Core.optdata
FSharp.Core.sigdata
You will need to find these two files and the correct versions of the files that agree with FSharp.Core.dll and copy them to the build output directory.
How to find the files using Visual Studio
From menu View -> Solution Explorer
Expand Project
Expand References
Right click FSharp.Core and select properties.
The Full Path gives the directory that should have at least the three files.
Use a file explorer to open the directory in Full Path.
Copy the two files
FSharp.Core.optdata
FSharp.Core.sigdata
to the build directory.
How to find the build directory using Visual Studio
From menu View -> Solution Explorer
Select Project
Press F4 to open the Properties Page
The Project Folder with \bin\Debug is the default when debugging with VS.
Change location of fsi.exe
Now that you have the two needed files you will also need to change the location of fsi.exe
let argv = [| "C:\\fsi.exe" |]
because I doubt that fsi.exe is in the root of your C drive.

F# NUnit test sets value as null

I have 2 files: Asm.fs, AsmTest.fs
Asm.fs
namespace Assembler
[<Measure>] type ln
[<Measure>] type col
[<Measure>] type port
type Addr = int<ln> * int<col> * int<port>
module Asm =
let emptyAddr : Addr = (-1<ln>, -1<col>, -1<port>)
AsmTest.fs
module Assembler.Tests
[<Test>]
let someTest() =
let x = Asm.emptyAddr
When I debug someTest() code, I get that x = null, what am I doing wrong?
P.S. files in the different projects visual studio projects. Asm.fs in the Assembler project and AsmTest.fs in the AssemblerTest project.
I found an interesting behavior. My problem will be resolved, if I add some file (even empty) to the Assembler project. Can anyone explain this behavior?
The debugger sometimes has issues showing the correct values. For me however, having exactly the same Asm.fs and AsmTest.fs like this:
module Assembler.Tests
open NUnit.Framework
[<Test>]
let someTest() =
let x = Asm.emptyAddr
Assert.IsNotNull x
the test passes and if I set a breakpoint at the assertion, x is correctly shown as {(-1, -1, -1)}
As the code that you show does not compile as it is (Block following this let is unfinished. in someTest), could you try my test above and/or show your complete test method?
Using your code I can reproduce the behaviour. If I set my projects to console applications, my test will fail as well. So, it seems that for console projects, not having any other file or an [<EntryPoint>] surprisingly skips the initialization of module values. For me, the compiler at least issues a warning Main module of program is empty where I use x in the test. The solution to the problem is therefore:
make sure you treat warnings as errors
have an [<EntryPoint>] for console applications
use library projects for libraries

Using F# JsonProvider within a portable class library fails

I'm trying to use the JsonProvider and I'm getting the following error when I call a function on it:
System.TypeInitializationException was unhandled
Message: An unhandled exception of type 'System.TypeInitializationException' occurred in PortableLibrary1.dll
Additional information: The type initializer for '<StartupCode$PortableLibrary1>.$PortableLibrary1' threw an exception.
I have a basic console application as follows:
module Pinit =
open FSharp.Data
type JsonT = JsonProvider<"""..\myFile.json""">
let doc = JsonT.Load("""..\nyFile.json""")
let result = doc.GeneratedAt
[<EntryPoint>]
let main argv =
printfn "%A" Pinit.doc.GeneratedAt
0
When run within the ConsoleApplication it all works as expected.
If I create an F# Portable Class library as follows:
module Pinit =
open FSharp.Data
type JsonT = JsonProvider<"""..\myFile.json""">
let doc = JsonT.Load("""..\nyFile.json""")
let result = doc.GeneratedAt
Create another Console Application and reference that Portable Class Library and call the code as follows:
open PortableLibrary1
[<EntryPoint>]
let main argv =
printfn "%A" Pinit.result
0
When I run the program then it generates the exception defined above:
I'm suspecting it's because of the versions of FSharp.Core but was wondering whether I was doing something wrong or whether there was a way to get this to work?
Versions:
-- ConsoleApplication --
FSharp.Core = 4.3.1.0
-- PortableClassLibrary --
FSharp.Core = 3.3.1.0
FSharp.Data = NuGet Version: 2.0.0
let bindings are compiled into static members, and in .NET when you have an exception in a static initializer the real exception is masqueraded.
If you turn that into a function call by changing to let result() = doc.GeneratedAt and printfn "%A" (Pinit.result()) you'll get the real exception:
Only web locations are supported
Portable profiles don't support accessing the file system. So inside the PCL you can either have web urls or load manually from an embedded resource. See here for an example: https://github.com/ovatsus/Apps/blob/master/Trains/Stations.fs#L65. Or you can load the file with File.ReadAllText in the console project and pass it to the PCL.
This was with a Portable Profile (Legacy) project, which is Profile 47 (and FSharp.Core 2.3.6.0). I then also tested with a Portable Profile project, which is Profile 7 (and FSharp.Core 3.3), and noticed it's not working correctly, it's giving this exception instead
Method not found: 'FSharp.Data.Runtime.JsonValueOptionAndPath FSharp.Data.Runtime.JsonRuntime.TryGetPropertyUnpackedWithPath(FSharp.Data.Runtime.IJsonDocument, System.String)'.
I created a github issue to track that: https://github.com/fsharp/FSharp.Data/issues/521

F# Fsharp.Data Type Provider Exception

I am getting this when trying to parse a simple csv string. I am running F# out of VS 2013, the dll says it is version 4.3.0.1 which I thought was F# 3.1. My Fsharp.Data dll is 1.1.10.
I am trying to run this as part of an nunit test using resharper. The snippet does work in interactive mode.
Here is the code:
open FSharp.Data
type TestCsv = CsvProvider<"test,taht\n1,1">
let x = TestCsv.Parse "test,taht\n1,1"
let tests = x.Data |> Seq.map (fun x -> x.test)
tests |> Seq.head
And the result:
System.Exception : Couldn't parse row 1 according to schema: Method not found: 'Microsoft.FSharp.Core.FSharpOption`1<System.String> FSharp.Data.RuntimeImplementation.Operations.AsOption(System.String)'.
Any ideas how to fix this?
FSharp.Data 1.1.10 doesn't support F# 3.1/VS2013. Please try with the prerelease version 2.0.0-alpha3 and let us if that works. Make sure both the unit test project and the library project are using the same version of FSharp.Core (either 4.3.0.0 or 4.3.1.0)

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