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modulesettings.json
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modulesettings.json
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{
"Modules": {
"SentimentAnalysis": {
"Name": "Sentiment Analysis",
"Version": "2.1.0",
"PublishingInfo" : {
"Description": "Provides an analysis of the sentiment of a piece of text. Positive or negative?",
"IconURL": null,
"Category": "Natural Language",
"Stack": "C#, TensorFlow",
"License": "CC-BY-4.0",
"LicenseUrl": "https://github.com/dotnet/samples/blob/main/LICENSE",
"Author": "Matthew Dennis",
"Homepage": "https://codeproject.com/ai",
"BasedOn": ".NET ML Samples",
"BasedOnUrl": "https://github.com/dotnet/samples/tree/main/machine-learning/tutorials/TextClassificationTF"
},
"LaunchSettings": {
"AutoStart": false,
"Runtime": "dotnet",
"FilePath": "SentimentAnalysis.exe",
"RuntimeLocation": "System", // Can be Local, Shared or System
"PostStartPauseSecs": 0, // Generally 1 if using GPU, 0 for CPU
"Parallelism": 1 // 0 = Default = number of CPUs / 2
},
"EnvironmentVariables": {
"MODELS_DIR": "%CURRENT_MODULE_PATH%\\sentiment_model",
"TF_CPP_MIN_LOG_LEVEL": "3" // 0=Debug, 1=Info, 2=Warning, 3=Error
},
"GpuOptions" : {
"InstallGPU": false, // GPU support not provided
"EnableGPU": true, // Will be coerced to false if InstallGPU = false
"AcceleratorDeviceName": null, // = default
"HalfPrecision": "enable" // 'Force', 'Enable', 'Disable': whether to force on, allow, or disable half-precision ops
},
"InstallOptions" : {
"Platforms": [ "windows", "macos" ], // No tensorflow found in linux, and no '*-arm64' because ML.NET only supports x86 and x64 chips
"ModuleReleases": [ // Which server version is compatible with each version of this module.
{ "ModuleVersion": "1.0", "ServerVersionRange": [ "1.0", "2.0.8" ], "ReleaseDate": "2022-06-01" },
{ "ModuleVersion": "1.1", "ServerVersionRange": [ "2.1", "2.1.6" ], "ReleaseDate": "2023-03-20", "ReleaseNotes": "Updated for CodeProject.AI Server 2.1" },
{ "ModuleVersion": "1.2", "ServerVersionRange": [ "2.1", "2.1.8" ], "ReleaseDate": "2023-05-03", "ReleaseNotes": "Minor module initialisation changes" },
{ "ModuleVersion": "1.3", "ServerVersionRange": [ "2.1", "2.1.12" ], "ReleaseDate": "2023-05-17", "ReleaseNotes": "Updated module settings", "Importance": "Minor" },
{ "ModuleVersion": "1.4", "ServerVersionRange": [ "2.2", "2.2.4" ], "ReleaseDate": "2023-09-09", "ReleaseNotes": "Updated installer" },
{ "ModuleVersion": "1.5", "ServerVersionRange": [ "2.3.0", "2.3.0" ], "ReleaseDate": "2023-10-01", "ReleaseNotes": "Updated to match new installer SDK." },
{ "ModuleVersion": "1.5.1", "ServerVersionRange": [ "2.3.1", "2.4.0" ], "ReleaseDate": "2023-10-10", "ReleaseNotes": "Updated to match new installer SDK." },
{ "ModuleVersion": "1.5.2", "ServerVersionRange": [ "2.4.1", "2.4.1" ], "ReleaseDate": "2023-12-06", "ReleaseNotes": "Updated modulesettings schema", "Importance": "Minor" },
{ "ModuleVersion": "1.5.3", "ServerVersionRange": [ "2.4.2", "2.4.7" ], "ReleaseDate": "2023-12-09", "ReleaseNotes": "Installer updates", "Importance": "Minor" },
{ "ModuleVersion": "1.6.0", "ServerVersionRange": [ "2.5.0-RC1", "2.5.0-RC5" ], "ReleaseDate": "2024-01-06", "ReleaseNotes": "Additions for dynamic explorer UI" },
{ "ModuleVersion": "1.6.1", "ServerVersionRange": [ "2.5.0-RC1", "2.5.0-RC5" ], "ReleaseDate": "2024-01-13", "ReleaseNotes": "Changes to SDK" },
{ "ModuleVersion": "1.6.2", "ServerVersionRange": [ "2.5.0-RC6", "" ], "ReleaseDate": "2024-01-16", "ReleaseNotes": "Updated modulesettings schema" },
{ "ModuleVersion": "1.6.3", "ServerVersionRange": [ "2.5.0-RC6", "" ], "ReleaseDate": "2024-01-18", "ReleaseNotes": "Updated explorer" },
{ "ModuleVersion": "1.7.0", "ServerVersionRange": [ "2.5.0-RC6", "" ], "ReleaseDate": "2024-01-21", "ReleaseNotes": "Module performance statistics added" },
{ "ModuleVersion": "1.7.1", "ServerVersionRange": [ "2.5.2", "2.6.0" ], "ReleaseDate": "2024-02-08", "ReleaseNotes": "Support for CodeProject.AI Server 2.5.2" },
{ "ModuleVersion": "1.8.0", "ServerVersionRange": [ "2.6.0", "2.6.0" ], "ReleaseDate": "2024-04-01", "ReleaseNotes": "Updated for server 2.6" },
{ "ModuleVersion": "2.0.0", "ServerVersionRange": [ "2.6.5", "2.7.0" ], "ReleaseDate": "2024-05-23", "ReleaseNotes": "Updated for server 2.6.5 / .NET 8" },
{ "ModuleVersion": "2.1.0", "ServerVersionRange": [ "2.8.0", "" ], "ReleaseDate": "2024-08-02", "ReleaseNotes": "Updated for server 2.8" }
]
},
"ModelRequirements" : [{
"Task": "Sentiment Analysis",
"Architecture": "",
"Format": "TensorFlow GraphDef"
}],
"RouteMaps": [
{
"Name": "Sentiment Analysis",
"Route": "text/sentiment",
"Method": "POST",
"Command": "sentiment",
"Description": "Determines if the supplied text has a positive or negative sentiment",
"Inputs": [
{
"Name": "text",
"Type": "Text",
"Description": "The text to be analyzed."
}
],
"Outputs": [
{
"Name": "success",
"Type": "Boolean",
"Description": "True if successful."
},
{
"Name": "is_positive",
"Type": "Boolean",
"Description": "Whether the input text had a positive sentiment."
},
{
"Name": "positive_probability",
"Type": "Float",
"Description": "The probability the input text has a positive sentiment."
},
{
"Name": "inferenceMs",
"Type": "Integer",
"Description": "The time (ms) to perform the AI inference."
},
{
"Name": "processMs",
"Type": "Integer",
"Description": "The time (ms) to process the image (includes inference and text manipulation operations)."
}
]
}
]
}
}
}