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@ -20,20 +20,20 @@ public class PyVenvRunner : IDisposable, IAsyncDisposable |
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private static readonly Logger Logger = LogManager.GetCurrentClassLogger(); |
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private static readonly Logger Logger = LogManager.GetCurrentClassLogger(); |
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public const string TorchPipInstallArgsCuda = |
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public const string TorchPipInstallArgsCuda = |
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"torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu118"; |
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"torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu118"; |
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public const string TorchPipInstallArgsCpu = |
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public const string TorchPipInstallArgsCpu = "torch torchvision torchaudio"; |
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"torch torchvision torchaudio"; |
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public const string TorchPipInstallArgsDirectML = "torch-directml"; |
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public const string TorchPipInstallArgsDirectML = |
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"torch-directml"; |
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/// <summary> |
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/// <summary> |
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/// Relative path to the site-packages folder from the venv root. |
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/// Relative path to the site-packages folder from the venv root. |
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/// This is platform specific. |
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/// This is platform specific. |
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/// </summary> |
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/// </summary> |
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public static string RelativeSitePackagesPath => Compat.Switch( |
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public static string RelativeSitePackagesPath => |
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(PlatformKind.Windows, "Lib/site-packages"), |
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Compat.Switch( |
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(PlatformKind.Unix, "lib/python3.10/site-packages")); |
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(PlatformKind.Windows, "Lib/site-packages"), |
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(PlatformKind.Unix, "lib/python3.10/site-packages") |
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); |
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/// <summary> |
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/// <summary> |
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/// The process running the python executable. |
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/// The process running the python executable. |
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/// </summary> |
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/// </summary> |
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@ -48,51 +48,54 @@ public class PyVenvRunner : IDisposable, IAsyncDisposable |
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/// Optional working directory for the python process. |
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/// Optional working directory for the python process. |
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/// </summary> |
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/// </summary> |
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public DirectoryPath? WorkingDirectory { get; set; } |
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public DirectoryPath? WorkingDirectory { get; set; } |
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/// <summary> |
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/// <summary> |
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/// Optional environment variables for the python process. |
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/// Optional environment variables for the python process. |
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/// </summary> |
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/// </summary> |
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public IReadOnlyDictionary<string, string>? EnvironmentVariables { get; set; } |
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public IReadOnlyDictionary<string, string>? EnvironmentVariables { get; set; } |
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/// <summary> |
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/// <summary> |
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/// Name of the python binary folder. |
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/// Name of the python binary folder. |
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/// 'Scripts' on Windows, 'bin' on Unix. |
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/// 'Scripts' on Windows, 'bin' on Unix. |
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/// </summary> |
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/// </summary> |
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public static string RelativeBinPath => Compat.Switch( |
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public static string RelativeBinPath => |
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(PlatformKind.Windows, "Scripts"), |
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Compat.Switch((PlatformKind.Windows, "Scripts"), (PlatformKind.Unix, "bin")); |
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(PlatformKind.Unix, "bin")); |
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/// <summary> |
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/// <summary> |
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/// The relative path to the python executable. |
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/// The relative path to the python executable. |
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/// </summary> |
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/// </summary> |
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public static string RelativePythonPath => Compat.Switch( |
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public static string RelativePythonPath => |
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(PlatformKind.Windows, Path.Combine("Scripts", "python.exe")), |
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Compat.Switch( |
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(PlatformKind.Unix, Path.Combine("bin", "python3"))); |
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(PlatformKind.Windows, Path.Combine("Scripts", "python.exe")), |
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(PlatformKind.Unix, Path.Combine("bin", "python3")) |
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); |
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/// <summary> |
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/// <summary> |
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/// The full path to the python executable. |
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/// The full path to the python executable. |
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/// </summary> |
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/// </summary> |
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public FilePath PythonPath => RootPath.JoinFile(RelativePythonPath); |
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public FilePath PythonPath => RootPath.JoinFile(RelativePythonPath); |
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/// <summary> |
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/// <summary> |
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/// The relative path to the pip executable. |
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/// The relative path to the pip executable. |
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/// </summary> |
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/// </summary> |
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public static string RelativePipPath => Compat.Switch( |
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public static string RelativePipPath => |
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(PlatformKind.Windows, Path.Combine("Scripts", "pip.exe")), |
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Compat.Switch( |
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(PlatformKind.Unix, Path.Combine("bin", "pip3"))); |
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(PlatformKind.Windows, Path.Combine("Scripts", "pip.exe")), |
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(PlatformKind.Unix, Path.Combine("bin", "pip3")) |
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); |
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/// <summary> |
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/// <summary> |
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/// The full path to the pip executable. |
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/// The full path to the pip executable. |
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/// </summary> |
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/// </summary> |
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public FilePath PipPath => RootPath.JoinFile(RelativePipPath); |
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public FilePath PipPath => RootPath.JoinFile(RelativePipPath); |
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/// <summary> |
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/// <summary> |
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/// List of substrings to suppress from the output. |
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/// List of substrings to suppress from the output. |
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/// When a line contains any of these substrings, it will not be forwarded to callbacks. |
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/// When a line contains any of these substrings, it will not be forwarded to callbacks. |
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/// A corresponding Info log will be written instead. |
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/// A corresponding Info log will be written instead. |
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/// </summary> |
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/// </summary> |
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public List<string> SuppressOutput { get; } = new() { "fatal: not a git repository" }; |
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public List<string> SuppressOutput { get; } = new() { "fatal: not a git repository" }; |
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public PyVenvRunner(DirectoryPath path) |
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public PyVenvRunner(DirectoryPath path) |
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{ |
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{ |
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RootPath = path; |
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RootPath = path; |
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@ -115,8 +118,13 @@ public class PyVenvRunner : IDisposable, IAsyncDisposable |
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RootPath.Create(); |
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RootPath.Create(); |
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// Create venv (copy mode if windows) |
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// Create venv (copy mode if windows) |
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var args = new string[] { "-m", "virtualenv", |
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var args = new string[] |
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Compat.IsWindows ? "--always-copy" : "", RootPath }; |
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{ |
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"-m", |
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"virtualenv", |
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Compat.IsWindows ? "--always-copy" : "", |
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RootPath |
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}; |
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var venvProc = ProcessRunner.StartAnsiProcess(PyRunner.PythonExePath, args); |
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var venvProc = ProcessRunner.StartAnsiProcess(PyRunner.PythonExePath, args); |
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await venvProc.WaitForExitAsync().ConfigureAwait(false); |
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await venvProc.WaitForExitAsync().ConfigureAwait(false); |
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@ -126,7 +134,9 @@ public class PyVenvRunner : IDisposable, IAsyncDisposable |
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{ |
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{ |
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var output = await venvProc.StandardOutput.ReadToEndAsync().ConfigureAwait(false); |
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var output = await venvProc.StandardOutput.ReadToEndAsync().ConfigureAwait(false); |
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output += await venvProc.StandardError.ReadToEndAsync().ConfigureAwait(false); |
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output += await venvProc.StandardError.ReadToEndAsync().ConfigureAwait(false); |
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throw new InvalidOperationException($"Venv creation failed with code {returnCode}: {output}"); |
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throw new InvalidOperationException( |
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$"Venv creation failed with code {returnCode}: {output}" |
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); |
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} |
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} |
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} |
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} |
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@ -137,7 +147,8 @@ public class PyVenvRunner : IDisposable, IAsyncDisposable |
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private void SetPyvenvCfg(string pythonDirectory) |
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private void SetPyvenvCfg(string pythonDirectory) |
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{ |
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{ |
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// Skip if we are not created yet |
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// Skip if we are not created yet |
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if (!Exists()) return; |
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if (!Exists()) |
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return; |
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// Path to pyvenv.cfg |
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// Path to pyvenv.cfg |
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var cfgPath = Path.Combine(RootPath, "pyvenv.cfg"); |
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var cfgPath = Path.Combine(RootPath, "pyvenv.cfg"); |
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@ -145,22 +156,25 @@ public class PyVenvRunner : IDisposable, IAsyncDisposable |
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{ |
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{ |
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throw new FileNotFoundException("pyvenv.cfg not found", cfgPath); |
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throw new FileNotFoundException("pyvenv.cfg not found", cfgPath); |
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} |
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} |
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Logger.Info("Updating pyvenv.cfg with embedded Python directory {PyDir}", pythonDirectory); |
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Logger.Info("Updating pyvenv.cfg with embedded Python directory {PyDir}", pythonDirectory); |
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// Insert a top section |
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// Insert a top section |
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var topSection = "[top]" + Environment.NewLine; |
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var topSection = "[top]" + Environment.NewLine; |
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var cfg = new ConfigParser(topSection + File.ReadAllText(cfgPath)); |
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var cfg = new ConfigParser(topSection + File.ReadAllText(cfgPath)); |
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// Need to set all path keys - home, base-prefix, base-exec-prefix, base-executable |
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// Need to set all path keys - home, base-prefix, base-exec-prefix, base-executable |
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cfg.SetValue("top", "home", pythonDirectory); |
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cfg.SetValue("top", "home", pythonDirectory); |
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cfg.SetValue("top", "base-prefix", pythonDirectory); |
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cfg.SetValue("top", "base-prefix", pythonDirectory); |
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cfg.SetValue("top", "base-exec-prefix", pythonDirectory); |
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cfg.SetValue("top", "base-exec-prefix", pythonDirectory); |
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cfg.SetValue("top", "base-executable", |
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cfg.SetValue( |
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Path.Combine(pythonDirectory, Compat.IsWindows ? "python.exe" : RelativePythonPath)); |
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"top", |
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"base-executable", |
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Path.Combine(pythonDirectory, Compat.IsWindows ? "python.exe" : RelativePythonPath) |
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); |
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// Convert to string for writing, strip the top section |
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// Convert to string for writing, strip the top section |
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var cfgString = cfg.ToString()!.Replace(topSection, ""); |
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var cfgString = cfg.ToString()!.Replace(topSection, ""); |
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File.WriteAllText(cfgPath, cfgString); |
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File.WriteAllText(cfgPath, cfgString); |
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@ -176,31 +190,35 @@ public class PyVenvRunner : IDisposable, IAsyncDisposable |
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{ |
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{ |
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throw new FileNotFoundException("pip not found", PipPath); |
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throw new FileNotFoundException("pip not found", PipPath); |
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} |
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} |
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// Record output for errors |
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// Record output for errors |
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var output = new StringBuilder(); |
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var output = new StringBuilder(); |
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var outputAction = outputDataReceived == null ? null : new Action<ProcessOutput>(s => |
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var outputAction = |
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{ |
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outputDataReceived == null |
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Logger.Debug($"Pip output: {s.Text}"); |
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? null |
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// Record to output |
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: new Action<ProcessOutput>(s => |
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output.Append(s.Text); |
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{ |
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// Forward to callback |
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Logger.Debug($"Pip output: {s.Text}"); |
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outputDataReceived(s); |
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// Record to output |
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}); |
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output.Append(s.Text); |
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// Forward to callback |
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outputDataReceived(s); |
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}); |
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SetPyvenvCfg(PyRunner.PythonDir); |
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SetPyvenvCfg(PyRunner.PythonDir); |
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RunDetached($"-m pip install {args}", outputAction); |
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RunDetached($"-m pip install {args}", outputAction); |
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await Process.WaitForExitAsync().ConfigureAwait(false); |
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await Process.WaitForExitAsync().ConfigureAwait(false); |
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// Check return code |
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// Check return code |
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if (Process.ExitCode != 0) |
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if (Process.ExitCode != 0) |
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{ |
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{ |
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throw new ProcessException( |
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throw new ProcessException( |
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$"pip install failed with code {Process.ExitCode}: {output.ToString().ToRepr()}"); |
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$"pip install failed with code {Process.ExitCode}: {output.ToString().ToRepr()}" |
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); |
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} |
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} |
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} |
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} |
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/// <summary> |
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/// <summary> |
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/// Run a command using the venv Python executable and return the result. |
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/// Run a command using the venv Python executable and return the result. |
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/// </summary> |
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/// </summary> |
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@ -209,17 +227,23 @@ public class PyVenvRunner : IDisposable, IAsyncDisposable |
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{ |
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{ |
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// Record output for errors |
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// Record output for errors |
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var output = new StringBuilder(); |
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var output = new StringBuilder(); |
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var outputAction = new Action<string?>(s => |
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var outputAction = new Action<string?>(s => |
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{ |
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{ |
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if (s == null) return; |
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if (s == null) |
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return; |
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Logger.Debug("Pip output: {Text}", s); |
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Logger.Debug("Pip output: {Text}", s); |
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output.Append(s); |
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output.Append(s); |
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}); |
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}); |
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SetPyvenvCfg(PyRunner.PythonDir); |
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SetPyvenvCfg(PyRunner.PythonDir); |
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using var process = ProcessRunner.StartProcess(PythonPath, arguments, |
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using var process = ProcessRunner.StartProcess( |
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WorkingDirectory?.FullPath, outputAction, EnvironmentVariables); |
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PythonPath, |
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arguments, |
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WorkingDirectory?.FullPath, |
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outputAction, |
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EnvironmentVariables |
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); |
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await process.WaitForExitAsync().ConfigureAwait(false); |
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await process.WaitForExitAsync().ConfigureAwait(false); |
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return new ProcessResult |
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return new ProcessResult |
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@ -231,45 +255,55 @@ public class PyVenvRunner : IDisposable, IAsyncDisposable |
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[MemberNotNull(nameof(Process))] |
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[MemberNotNull(nameof(Process))] |
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public void RunDetached( |
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public void RunDetached( |
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string arguments, |
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string arguments, |
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Action<ProcessOutput>? outputDataReceived, |
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Action<ProcessOutput>? outputDataReceived, |
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Action<int>? onExit = null, |
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Action<int>? onExit = null, |
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bool unbuffered = true) |
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bool unbuffered = true |
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) |
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{ |
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{ |
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if (!Exists()) |
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if (!PythonPath.Exists) |
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{ |
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{ |
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throw new InvalidOperationException("Venv python process does not exist"); |
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throw new FileNotFoundException("Venv python not found", PythonPath); |
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} |
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} |
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SetPyvenvCfg(PyRunner.PythonDir); |
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SetPyvenvCfg(PyRunner.PythonDir); |
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Logger.Debug($"Launching RunDetached at {PythonPath} with args {arguments}"); |
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var filteredOutput = outputDataReceived == null ? null : new Action<ProcessOutput>(s => |
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Logger.Info( |
|
|
|
{ |
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|
|
"Launching venv process [{PythonPath}] " + |
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|
|
if (SuppressOutput.Any(s.Text.Contains)) |
|
|
|
"in working directory [{WorkingDirectory}] with args {arguments.ToRepr()}", |
|
|
|
{ |
|
|
|
PythonPath, |
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|
|
Logger.Info("Filtered output: {S}", s); |
|
|
|
WorkingDirectory, |
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|
|
return; |
|
|
|
arguments.ToRepr() |
|
|
|
} |
|
|
|
); |
|
|
|
outputDataReceived.Invoke(s); |
|
|
|
|
|
|
|
}); |
|
|
|
var filteredOutput = |
|
|
|
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|
|
outputDataReceived == null |
|
|
|
|
|
|
|
? null |
|
|
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|
: new Action<ProcessOutput>(s => |
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|
|
|
|
{ |
|
|
|
|
|
|
|
if (SuppressOutput.Any(s.Text.Contains)) |
|
|
|
|
|
|
|
{ |
|
|
|
|
|
|
|
Logger.Info("Filtered output: {S}", s); |
|
|
|
|
|
|
|
return; |
|
|
|
|
|
|
|
} |
|
|
|
|
|
|
|
outputDataReceived.Invoke(s); |
|
|
|
|
|
|
|
}); |
|
|
|
|
|
|
|
|
|
|
|
var env = new Dictionary<string, string>(); |
|
|
|
var env = new Dictionary<string, string>(); |
|
|
|
if (EnvironmentVariables != null) |
|
|
|
if (EnvironmentVariables != null) |
|
|
|
{ |
|
|
|
{ |
|
|
|
env.Update(EnvironmentVariables); |
|
|
|
env.Update(EnvironmentVariables); |
|
|
|
} |
|
|
|
} |
|
|
|
|
|
|
|
|
|
|
|
// Disable pip caching - uses significant memory for large packages like torch |
|
|
|
// Disable pip caching - uses significant memory for large packages like torch |
|
|
|
env["PIP_NO_CACHE_DIR"] = "true"; |
|
|
|
env["PIP_NO_CACHE_DIR"] = "true"; |
|
|
|
|
|
|
|
|
|
|
|
// On windows, add portable git |
|
|
|
// On windows, add portable git |
|
|
|
if (Compat.IsWindows) |
|
|
|
if (Compat.IsWindows) |
|
|
|
{ |
|
|
|
{ |
|
|
|
var portableGit = GlobalConfig.LibraryDir.JoinDir("PortableGit", "bin"); |
|
|
|
var portableGit = GlobalConfig.LibraryDir.JoinDir("PortableGit", "bin"); |
|
|
|
env["PATH"] = Compat.GetEnvPathWithExtensions(portableGit); |
|
|
|
env["PATH"] = Compat.GetEnvPathWithExtensions(portableGit); |
|
|
|
} |
|
|
|
} |
|
|
|
|
|
|
|
|
|
|
|
if (unbuffered) |
|
|
|
if (unbuffered) |
|
|
|
{ |
|
|
|
{ |
|
|
|
env["PYTHONUNBUFFERED"] = "1"; |
|
|
|
env["PYTHONUNBUFFERED"] = "1"; |
|
|
@ -286,10 +320,13 @@ public class PyVenvRunner : IDisposable, IAsyncDisposable |
|
|
|
} |
|
|
|
} |
|
|
|
} |
|
|
|
} |
|
|
|
|
|
|
|
|
|
|
|
Process = ProcessRunner.StartAnsiProcess(PythonPath, arguments, |
|
|
|
Process = ProcessRunner.StartAnsiProcess( |
|
|
|
|
|
|
|
PythonPath, |
|
|
|
|
|
|
|
arguments, |
|
|
|
workingDirectory: WorkingDirectory?.FullPath, |
|
|
|
workingDirectory: WorkingDirectory?.FullPath, |
|
|
|
outputDataReceived: filteredOutput, |
|
|
|
outputDataReceived: filteredOutput, |
|
|
|
environmentVariables: env); |
|
|
|
environmentVariables: env |
|
|
|
|
|
|
|
); |
|
|
|
|
|
|
|
|
|
|
|
if (onExit != null) |
|
|
|
if (onExit != null) |
|
|
|
{ |
|
|
|
{ |
|
|
@ -300,7 +337,7 @@ public class PyVenvRunner : IDisposable, IAsyncDisposable |
|
|
|
}; |
|
|
|
}; |
|
|
|
} |
|
|
|
} |
|
|
|
} |
|
|
|
} |
|
|
|
|
|
|
|
|
|
|
|
/// <summary> |
|
|
|
/// <summary> |
|
|
|
/// Get entry points for a package. |
|
|
|
/// Get entry points for a package. |
|
|
|
/// https://packaging.python.org/en/latest/specifications/entry-points/#entry-points |
|
|
|
/// https://packaging.python.org/en/latest/specifications/entry-points/#entry-points |
|
|
@ -314,7 +351,7 @@ public class PyVenvRunner : IDisposable, IAsyncDisposable |
|
|
|
results = entry_points(group='console_scripts', name='{entryPointName}') |
|
|
|
results = entry_points(group='console_scripts', name='{entryPointName}') |
|
|
|
print(tuple(results)[0].value, end='') |
|
|
|
print(tuple(results)[0].value, end='') |
|
|
|
""";
|
|
|
|
""";
|
|
|
|
|
|
|
|
|
|
|
|
var result = await Run($"-c \"{code}\"").ConfigureAwait(false); |
|
|
|
var result = await Run($"-c \"{code}\"").ConfigureAwait(false); |
|
|
|
if (result.ExitCode == 0 && !string.IsNullOrWhiteSpace(result.StandardOutput)) |
|
|
|
if (result.ExitCode == 0 && !string.IsNullOrWhiteSpace(result.StandardOutput)) |
|
|
|
{ |
|
|
|
{ |
|
|
@ -323,7 +360,7 @@ public class PyVenvRunner : IDisposable, IAsyncDisposable |
|
|
|
|
|
|
|
|
|
|
|
return null; |
|
|
|
return null; |
|
|
|
} |
|
|
|
} |
|
|
|
|
|
|
|
|
|
|
|
/// <summary> |
|
|
|
/// <summary> |
|
|
|
/// Kills the running process and cancels stream readers, does not wait for exit. |
|
|
|
/// Kills the running process and cancels stream readers, does not wait for exit. |
|
|
|
/// </summary> |
|
|
|
/// </summary> |
|
|
@ -335,11 +372,11 @@ public class PyVenvRunner : IDisposable, IAsyncDisposable |
|
|
|
Process.Kill(); |
|
|
|
Process.Kill(); |
|
|
|
Process.Dispose(); |
|
|
|
Process.Dispose(); |
|
|
|
} |
|
|
|
} |
|
|
|
|
|
|
|
|
|
|
|
Process = null; |
|
|
|
Process = null; |
|
|
|
GC.SuppressFinalize(this); |
|
|
|
GC.SuppressFinalize(this); |
|
|
|
} |
|
|
|
} |
|
|
|
|
|
|
|
|
|
|
|
/// <summary> |
|
|
|
/// <summary> |
|
|
|
/// Kills the running process, waits for exit. |
|
|
|
/// Kills the running process, waits for exit. |
|
|
|
/// </summary> |
|
|
|
/// </summary> |
|
|
|