55 lines
1.9 KiB
C#
55 lines
1.9 KiB
C#
using Python.Runtime;
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namespace Controllers.PythonInterop {
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public class AIModule {
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public AIModule(string PythonPathBase = "/usr/local/", string PythonVersion = "python3.11") {
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// Use the user provided python runner
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Runtime.PythonDLL = PythonPathBase + $"lib/lib{PythonVersion}.so";
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// Use our local environment for the python libraries
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PythonEngine.PythonHome = PythonPathBase;
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// Include all the paths for python packages most importantly our venv
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PythonEngine.PythonPath = $"{PythonPathBase}lib/{PythonVersion}:{PythonPathBase}lib/{PythonVersion}/lib-dynload:{PythonPathBase}lib/{PythonVersion}/site-packages:{Path.Combine(AppDomain.CurrentDomain.BaseDirectory, "AIPython")}";
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// Initiilize python
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PythonEngine.Initialize();
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// Needed because C# calls the python from each connections worker thread
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PythonEngine.BeginAllowThreads();
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}
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public void PullAI() {
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using (Py.GIL()) {
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dynamic datapuller = Py.Import("datapuller");
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using (datapuller.pull()){ }
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}
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}
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public void TrainAI() {
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using (Py.GIL()) {
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dynamic trainer = Py.Import("ai-trainer");
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using (trainer.TrainAI()){ }
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}
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}
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// Return ( Error, Signal )
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public (string, int) PredictAI(string StockSymbol) {
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try {
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using (Py.GIL()) {
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dynamic predictor = Py.Import("ai-predictor");
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using (dynamic x = predictor.Predict(StockSymbol)) {
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int result = (int)x;
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return ("", result);
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}
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}
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} catch (Exception ex) {
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return (ex.ToString(), 0);
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}
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}
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}
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} |