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Machine Learning Extension - Model details (#9377)

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* Machine Learning Services Extension - adding model details
This commit is contained in:
Leila Lali
2020-03-02 12:47:09 -08:00
committed by GitHub
parent c1f6a67829
commit b5b65117a7
30 changed files with 852 additions and 224 deletions
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70
extensions/machine-learning-services/config.json
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@@ -1,19 +1,55 @@
{
"requiredPythonPackages": [
{ "name": "pymssql", "version": "2.1.4" },
{ "name": "sqlmlutils", "version": ""}
],
"requiredRPackages": [
{ "name": "RODBCext", "repository": "https://cran.microsoft.com" },
{ "name": "sqlmlutils", "fileName": "sqlmlutils_0.7.1.zip", "downloadUrl": "https://github.com/microsoft/sqlmlutils/blob/master/R/dist/sqlmlutils_0.7.1.zip?raw=true"}
],
"rPackagesRepository": "https://cran.r-project.org",
"registeredModelsDatabaseName": "MlFlowDB",
"registeredModelsTableName": "dbo.artifacts",
"amlModelManagementUrl": "modelmanagement.azureml.net",
"amlExperienceUrl": "experiments.azureml.net",
"amlApiVersion": "2018-11-19"
"sqlPackageManagement": {
"requiredPythonPackages": [
{
"name": "pymssql",
"version": "2.1.4"
},
{
"name": "sqlmlutils",
"version": ""
}
],
"requiredRPackages": [
{
"name": "RODBCext",
"repository": "https://cran.microsoft.com"
},
{
"name": "sqlmlutils",
"fileName": "sqlmlutils_0.7.1.zip",
"downloadUrl": "https://github.com/microsoft/sqlmlutils/blob/master/R/dist/sqlmlutils_0.7.1.zip?raw=true"
}
],
"rPackagesRepository": "https://cran.r-project.org"
},
"modelManagement": {
"registeredModelsDatabaseName": "MlFlowDB",
"registeredModelsTableName": "artifacts",
"amlModelManagementUrl": "modelmanagement.azureml.net",
"amlExperienceUrl": "experiments.azureml.net",
"amlApiVersion": "2018-11-19",
"requiredPythonPackages": [
{
"name": "onnx",
"version": ""
},
{
"name": "onnxruntime",
"version": ""
},
{
"name": "mlflow",
"version": ""
},
{
"name": "pyodbc",
"version": ""
},
{
"name": "mlflow-dbstore",
"version": ""
}
]
}
}