MachineLearningServices Preview Job API [Do Not Merge] #11073
There are no files selected for viewing
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,102 @@ | ||
| { | ||
| "parameters": { | ||
| "subscriptionId": "00000000-1111-2222-3333-444444444444", | ||
| "resourceGroupName": "workspace-1234", | ||
| "workspaceName": "testworkspace", | ||
| "api-version": "2020-09-01-preview", | ||
| "id": "testId", | ||
| "body": { | ||
| "properties": { | ||
| "jobType": "Command", | ||
| "codeConfiguration": { | ||
| "codeArtifactId": "some code artifact", | ||
| "command": [ | ||
| "python", | ||
| "train.py", | ||
| "--arg", | ||
| "myArgument" | ||
| ] | ||
| }, | ||
| "environmentId": "some environment", | ||
| "dataBindings": { | ||
| "data binding 1": { | ||
| "sourceDataReference": "some data reference 1", | ||
| "localReference": "./", | ||
|
Contributor
There was a problem hiding this comment.
how is the data being referred?
Contributor
Author
There was a problem hiding this comment. Similar to above (#11073 (comment)), |
||
| "mode": "Mount" | ||
| }, | ||
| "data binding 2": { | ||
| "sourceDataReference": "some data reference 2", | ||
| "localReference": "./", | ||
| "mode": "Mount" | ||
| } | ||
| }, | ||
| "experimentName": "some experiment", | ||
| "properties": { | ||
| "additionalProp1": "string", | ||
| "additionalProp2": "string", | ||
| "additionalProp3": "string" | ||
| }, | ||
| "tags": { | ||
| "additionalProp1": "string", | ||
| "additionalProp2": "string", | ||
| "additionalProp3": "string" | ||
| }, | ||
|
Contributor
There was a problem hiding this comment. what are these tags? Objects already have top level tags.
Contributor
Author
There was a problem hiding this comment. This is a proxy resource (which do not have top level tags/properties). Will reach out via email to discuss (we've had a similar discussion before #10421 (comment)). |
||
| "computeBinding": { | ||
| "computeId": "some compute", | ||
| "nodeCount": 2 | ||
| } | ||
| } | ||
| } | ||
| }, | ||
| "responses": { | ||
| "200": { | ||
| "body": { | ||
| "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/jobs/testId", | ||
| "name": "testId", | ||
| "type": "Microsoft.MachineLearningServices/workspaces/jobs", | ||
| "properties": { | ||
| "jobType": "Command", | ||
| "status": "NotStarted", | ||
| "codeConfiguration": { | ||
| "codeArtifactId": "some code artifact", | ||
| "command": [ | ||
| "python", | ||
| "train.py", | ||
| "--arg", | ||
| "myArgument" | ||
| ] | ||
| }, | ||
| "environmentId": "some environment", | ||
| "dataBindings": { | ||
| "data binding 1": { | ||
| "sourceDataReference": "some data reference 1", | ||
| "localReference": "./", | ||
| "mode": "Mount" | ||
| }, | ||
| "data binding 2": { | ||
| "sourceDataReference": "some data reference 2", | ||
| "localReference": "./", | ||
| "mode": "Mount" | ||
| } | ||
| }, | ||
| "id": "testId", | ||
j-so marked this conversation as resolved.
Outdated
Show resolved
Hide resolved
|
||
| "experimentName": "some experiment", | ||
| "properties": { | ||
| "additionalProp1": "string", | ||
| "additionalProp2": "string", | ||
| "additionalProp3": "string" | ||
| }, | ||
| "tags": { | ||
| "additionalProp1": "string", | ||
| "additionalProp2": "string", | ||
| "additionalProp3": "string" | ||
| }, | ||
| "computeBinding": { | ||
| "computeId": "some compute", | ||
| "nodeCount": 2 | ||
| } | ||
| } | ||
| } | ||
| } | ||
| } | ||
| } | ||
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,60 @@ | ||
| { | ||
| "parameters": { | ||
| "subscriptionId": "00000000-1111-2222-3333-444444444444", | ||
| "resourceGroupName": "workspace-1234", | ||
| "workspaceName": "testworkspace", | ||
| "api-version": "2020-09-01-preview", | ||
| "id": "testId" | ||
| }, | ||
| "responses": { | ||
| "200": { | ||
| "body": { | ||
| "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/jobs/testId", | ||
| "name": "testId", | ||
| "type": "Microsoft.MachineLearningServices/workspaces/jobs", | ||
| "properties": { | ||
| "jobType": "Command", | ||
| "status": "Completed", | ||
| "codeConfiguration": { | ||
| "codeArtifactId": "some code artifact", | ||
| "command": [ | ||
| "python", | ||
| "train.py", | ||
| "--arg", | ||
| "myArgument" | ||
| ] | ||
| }, | ||
| "environmentId": "some environment", | ||
| "dataBindings": { | ||
| "data binding 1": { | ||
| "sourceDataReference": "some data reference 1", | ||
| "localReference": "./", | ||
| "mode": "Mount" | ||
| }, | ||
| "data binding 2": { | ||
| "sourceDataReference": "some data reference 2", | ||
| "localReference": "./", | ||
| "mode": "Mount" | ||
| } | ||
| }, | ||
| "id": "testId", | ||
| "experimentName": "some experiment", | ||
| "properties": { | ||
| "additionalProp1": "string", | ||
| "additionalProp2": "string", | ||
| "additionalProp3": "string" | ||
| }, | ||
| "tags": { | ||
| "additionalProp1": "string", | ||
| "additionalProp2": "string", | ||
| "additionalProp3": "string" | ||
| }, | ||
| "computeBinding": { | ||
| "computeId": "some compute", | ||
| "nodeCount": 2 | ||
| } | ||
| } | ||
| } | ||
| } | ||
| } | ||
| } |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,112 @@ | ||
| { | ||
| "parameters": { | ||
| "subscriptionId": "00000000-1111-2222-3333-444444444444", | ||
| "resourceGroupName": "workspace-1234", | ||
| "workspaceName": "testworkspace", | ||
| "api-version": "2020-09-01-preview", | ||
| "$skipToken": "skiptoken" | ||
| }, | ||
| "responses": { | ||
| "200": { | ||
| "body": { | ||
| "value": [ | ||
| { | ||
| "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/jobs/testId1", | ||
| "name": "testId1", | ||
| "type": "Microsoft.MachineLearningServices/workspaces/jobs", | ||
| "properties": { | ||
| "jobType": "Command", | ||
| "status": "Completed", | ||
| "codeConfiguration": { | ||
| "codeArtifactId": "some code artifact", | ||
| "command": [ | ||
| "python", | ||
| "train.py", | ||
| "--arg", | ||
| "myArgument" | ||
| ] | ||
| }, | ||
| "environmentId": "some environment", | ||
| "dataBindings": { | ||
| "data binding 1": { | ||
| "sourceDataReference": "some data reference 1", | ||
| "localReference": "./", | ||
| "mode": "Mount" | ||
| }, | ||
| "data binding 2": { | ||
| "sourceDataReference": "some data reference 2", | ||
| "localReference": "./", | ||
| "mode": "Mount" | ||
| } | ||
| }, | ||
| "id": "testId1", | ||
| "experimentName": "some experiment", | ||
| "properties": { | ||
| "additionalProp1": "string", | ||
| "additionalProp2": "string", | ||
| "additionalProp3": "string" | ||
| }, | ||
| "tags": { | ||
| "additionalProp1": "string", | ||
| "additionalProp2": "string", | ||
| "additionalProp3": "string" | ||
| }, | ||
| "computeBinding": { | ||
| "computeId": "some compute", | ||
| "nodeCount": 2 | ||
| } | ||
| } | ||
| }, | ||
| { | ||
| "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/codeJobs/testId2", | ||
| "name": "testId2", | ||
| "type": "Microsoft.MachineLearningServices/workspaces/jobs", | ||
| "properties": { | ||
| "jobType": "Command", | ||
| "status": "Completed", | ||
| "codeConfiguration": { | ||
| "codeArtifactId": "some code artifact", | ||
| "command": [ | ||
| "python", | ||
| "train.py", | ||
| "--arg", | ||
| "myArgument" | ||
| ] | ||
| }, | ||
| "environmentId": "some environment", | ||
| "dataBindings": { | ||
| "data binding 1": { | ||
| "sourceDataReference": "some data reference 1", | ||
| "localReference": "./", | ||
| "mode": "Mount" | ||
| }, | ||
| "data binding 2": { | ||
| "sourceDataReference": "some data reference 2", | ||
| "localReference": "./", | ||
| "mode": "Mount" | ||
| } | ||
| }, | ||
| "id": "testId2", | ||
| "experimentName": "some experiment", | ||
| "properties": { | ||
| "additionalProp1": "string", | ||
| "additionalProp2": "string", | ||
| "additionalProp3": "string" | ||
| }, | ||
| "tags": { | ||
| "additionalProp1": "string", | ||
| "additionalProp2": "string", | ||
| "additionalProp3": "string" | ||
| }, | ||
| "computeBinding": { | ||
| "computeId": "some compute", | ||
| "nodeCount": 2 | ||
| } | ||
| } | ||
| } | ||
| ], | ||
| "nextLink": "nextlink" | ||
| } | ||
| } | ||
| } | ||
| } |
Oops, something went wrong.
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
How are these scripts put in the workspace?
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
CodeArtifactId refers to a CodeVersion: #10876
CodeVersion manages files (via blob url). You can create a CodeVersion as a blob file or blob directory. In the Job, you can reference these files.