AzureML [DEPRECATED]
Azure ML Connector lets you batch and retraining jobs.
This connector is available in the following products and regions:
| Service | Class | Regions |
|---|---|---|
| Logic Apps | Standard | All Logic Apps regions except the following: - Azure Government regions - Azure China regions - US Department of Defense (DoD) |
| Connector Metadata | |
|---|---|
| Publisher | Microsoft |
Throttling Limits
| Name | Calls | Renewal Period |
|---|---|---|
| API calls per connection | 100 | 60 seconds |
Actions
| Batch Job No Input and Output [DEPRECATED] |
Experiment does not have web service input or output module (e.g. uses a Reader and Writer module |
| Batch Job With Input and Output [DEPRECATED] |
Experiment has web service input and output modules |
| Set Up Retraining [DEPRECATED] |
Set up a one-time or scheduled retraining of your ML model. |
Batch Job No Input and Output [DEPRECATED]
Experiment does not have web service input or output module (e.g. uses a Reader and Writer module
Parameters
| Name | Key | Required | Type | Description |
|---|---|---|---|---|
|
API POST URL
|
API_URL | True | string |
Web Service Request URI |
|
API Key
|
API_Key | True | string |
Web Service API Key |
|
Global Parameters Keys
|
GlobalKeys | string |
Comma separated list of parameters |
|
|
Global Parameters Values
|
GlobalValues | string |
Comma separated list of values |
Batch Job With Input and Output [DEPRECATED]
Experiment has web service input and output modules
Parameters
| Name | Key | Required | Type | Description |
|---|---|---|---|---|
|
API POST URL
|
API_URL | True | string |
Web Service Request URI |
|
API Key
|
API_KEY | True | string |
Web Service API Key |
|
Storage Account Name (Input)
|
Input_AccountName | True | string |
Azure Storage Account Name |
|
Storage Account Key (Input)
|
Input_AccountKey | True | string |
Azure Storage Account Key |
|
Storage Container Name (Input)
|
Input_Container | True | string |
Azure Storage Container Name |
|
Blob Name (Input)
|
Input_Blob | True | string |
Azure Storage Blob Name |
|
Storage Account Name (Output)
|
Output_AccountName | string |
Azure Storage Account Name. Leave blank if same with Input |
|
|
Storage Account Key (Output)
|
Output_AccountKey | string |
Azure Storage Account Key. Leave blank if same with Input |
|
|
Storage Container Name (Output)
|
Output_Container | string |
Azure Storage Container Name. Leave blank if same with Input |
|
|
Blob Name (Output)
|
Output_Blob | string |
Azure Storage Blob Name. Include file extention. Leaving blank will set it default name |
|
|
Global Parameters Keys
|
GlobalKeys | string |
Comma separated list of parameters |
|
|
Global Parameters Values
|
GlobalValues | string |
Comma separated list of values |
Returns
- Body
- BatchScoreStatus
Set Up Retraining [DEPRECATED]
Set up a one-time or scheduled retraining of your ML model.
Parameters
| Name | Key | Required | Type | Description |
|---|---|---|---|---|
|
Trained Model Output Name
|
trainedOutputName | True | string |
The name of the trained model output from BES |
|
Scoring Web Service URL
|
WebService_URL | True | string |
This is the new endpoint's Patch URL which you can get from Azure Portal's web service Dashboard. It is also returned when you call the AddEndpoint method to create the endpoint using the APIs |
|
Scoring Web Service Key
|
WebService_Key | True | string |
This is the API Key of the new endpoint which you can get from Azure Portal's web service Dashboard |
|
Resource Name
|
Resource_Name | True | string |
Saved Trained Model Name e.g. MyTrainedModel [trained model] |
|
Evaluation Model Output NAme
|
evaluateOutputName | string |
The name of the evaluation model from BES |
|
|
Evaluation Result Key
|
Evaluate_Key | string |
The name of the parameter from the Evaluate Module result. Use the Visualize option of the module in the experiment to get the list of available keys to use here. |
|
|
Evaluation Condition
|
Compare | string |
Use to set the condition for the threshold for retraining. |
|
|
Evaluation Value
|
Evaluate_Condition | double |
The threshold value of the Evaluation Result Key. |
Returns
- Body
- ResponeObject
Triggers
| Batch Job With only Input [DEPRECATED] |
Experiment has a web service input module, but no web service output module (e.g. uses a Writer module |
| Batch Job With only Output [DEPRECATED] |
Experiment has no web service input module, but has a web service output module (e.g. uses a Reader module |
Batch Job With only Input [DEPRECATED]
Experiment has a web service input module, but no web service output module (e.g. uses a Writer module
Parameters
| Name | Key | Required | Type | Description |
|---|---|---|---|---|
|
API POST URL
|
API_URL | True | string |
Web Service Request URI |
|
API Key
|
API_Key | True | string |
Web Service API Key |
|
Storage Account Name (Input)
|
Input_AccountName | True | string |
Azure Storage Account Name |
|
Storage Account Key (Input)
|
Input_AccountKey | True | string |
Azure Storage Account Key |
|
Storage Container Name (Input)
|
Input_Container | True | string |
Azure Storage Container Name |
|
Blob Name (Input)
|
Input_Blob | True | string |
Azure Storage Blob Name |
|
Global Parameters Keys
|
GlobalKeys | string |
Comma separated list of parameters |
|
|
Global Parameters Values
|
GlobalValues | string |
Comma separated list of values |
Batch Job With only Output [DEPRECATED]
Experiment has no web service input module, but has a web service output module (e.g. uses a Reader module
Parameters
| Name | Key | Required | Type | Description |
|---|---|---|---|---|
|
API POST URL
|
API_URL | True | string |
Web Service Request URI |
|
API Key
|
API_Key | True | string |
Web Service API Key |
|
Storage Account Name (Output)
|
Output_AccountName | True | string |
Azure Storage Account Name. Leave blank if same with Input |
|
Storage Account Key (Output)
|
Output_AccountKey | True | string |
Azure Storage Account Key. Leave blank if same with Input |
|
Storage Container Name (Output)
|
Output_Container | True | string |
Azure Storage Container Name. Leave blank if same with Input |
|
Blob Name (Output)
|
Output_Blob | True | string |
Azure Storage Blob Name. Include file extention. Leaving blank will set it default name |
|
Global Parameters Keys
|
GlobalKeys | string |
Comma separated list of parameters |
|
|
Global Parameters Values
|
GlobalValues | string |
Comma separated list of values |
Returns
- Body
- BatchScoreStatus
Definitions
BatchScoreStatus
| Name | Path | Type | Description |
|---|---|---|---|
|
Status Code
|
StatusCode | integer |
0.NotStarted 1.Running 2.Failed 3.Cancelled 4.Finished |
|
Status Description
|
StatusDescription | string |
Show the meaning of Status Code. |
|
Results
|
Results | object |
List of output. Each output has: ConnectionString, RelativeLocation, BaseLocation, SasBlobToken, FullURL. |
|
Error Details
|
Details | string |
If the job's status is Failed, details will be showed here. |
ResponeObject
| Name | Path | Type | Description |
|---|---|---|---|
|
HttpStatusCode
|
HttpStatusCode | integer | |
|
Description
|
Description | string |