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Added ML Model APIs (load, upload, create metadata).
Signed-off-by: Nathalie Jonathan <[email protected]>
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,79 @@ | ||
| $schema: ../../../../json_schemas/test_story.schema.yaml | ||
|
|
||
| description: Test the deployment of a model using load API (deprecated). | ||
| distributions: | ||
| excluded: | ||
| - amazon-managed | ||
| - amazon-serverless | ||
| warnings: | ||
| multiple-paths-detected: false | ||
| prologues: | ||
| - path: /_plugins/_ml/models/_register | ||
| id: register_model | ||
| method: POST | ||
| request: | ||
| payload: | ||
| name: huggingface/sentence-transformers/msmarco-distilbert-base-tas-b | ||
| version: 1.0.1 | ||
| model_format: TORCH_SCRIPT | ||
| output: | ||
| task_id: payload.task_id | ||
| epilogues: | ||
| - path: /_plugins/_ml/models/{model_id}/_undeploy | ||
| method: POST | ||
| parameters: | ||
| model_id: ${get_completed_register_model_task.model_id} | ||
| status: [200, 404] | ||
| - path: /_plugins/_ml/models/{model_id} | ||
| parameters: | ||
| model_id: ${get_completed_register_model_task.model_id} | ||
| method: DELETE | ||
| status: [200, 404] | ||
| chapters: | ||
| - synopsis: Wait to get completed task. | ||
| id: get_completed_register_model_task | ||
| path: /_plugins/_ml/tasks/{task_id} | ||
| method: GET | ||
| parameters: | ||
| task_id: ${register_model.task_id} | ||
| response: | ||
| status: 200 | ||
| payload: | ||
| state: COMPLETED | ||
| output: | ||
| model_id: payload.model_id | ||
| retry: | ||
| count: 3 | ||
| wait: 10000 | ||
| - synopsis: Deploy a model. | ||
| id: load_model | ||
| path: /_plugins/_ml/models/{model_id}/_load | ||
| method: POST | ||
| parameters: | ||
| model_id: ${get_completed_register_model_task.model_id} | ||
| output: | ||
| task_id: payload.task_id | ||
| response: | ||
| status: 200 | ||
| - synopsis: Wait to get completed task. | ||
| id: get_completed_load_model_task | ||
| path: /_plugins/_ml/tasks/{task_id} | ||
| method: GET | ||
| parameters: | ||
| task_id: ${load_model.task_id} | ||
| response: | ||
| status: 200 | ||
| payload: | ||
| state: COMPLETED | ||
| output: | ||
| model_id: payload.model_id | ||
| retry: | ||
| count: 3 | ||
| wait: 10000 | ||
| - synopsis: Undeploy a model. | ||
| path: /_plugins/_ml/models/{model_id}/_undeploy | ||
| method: POST | ||
| parameters: | ||
| model_id: ${get_completed_register_model_task.model_id} | ||
| response: | ||
| status: 200 |
This file contains 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.
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,75 @@ | ||
| $schema: ../../../../json_schemas/test_story.schema.yaml | ||
|
|
||
| description: Test the creation of model metadata. | ||
| distributions: | ||
| excluded: | ||
| - amazon-managed | ||
| - amazon-serverless | ||
| version: '>= 2.11' | ||
| warnings: | ||
| multiple-paths-detected: false | ||
| prologues: | ||
| - path: /_plugins/_ml/models/_register | ||
| id: register_model | ||
| method: POST | ||
| request: | ||
| payload: | ||
| name: huggingface/sentence-transformers/msmarco-distilbert-base-tas-b | ||
| version: 1.0.1 | ||
| model_format: TORCH_SCRIPT | ||
| output: | ||
| task_id: payload.task_id | ||
| epilogues: | ||
| - path: /_plugins/_ml/models/{model_id} | ||
| parameters: | ||
| model_id: ${get_completed_task.model_id} | ||
| method: DELETE | ||
| status: [200, 404] | ||
| chapters: | ||
| - synopsis: Create model metadata. | ||
| id: model_metadata | ||
| path: /_plugins/_ml/models/meta | ||
| method: POST | ||
| request: | ||
| payload: | ||
| name: huggingface/sentence-transformers/msmarco-distilbert-base-tas-b | ||
| version: 1.0.1 | ||
| model_format: TORCH_SCRIPT | ||
| model_content_hash_value: 123abc | ||
| total_chunks: 1 | ||
| model_config: | ||
| all_config: path | ||
| model_type: bert | ||
| embedding_dimension: 384 | ||
| framework_type: sentence_transformers | ||
| response: | ||
| status: 200 | ||
| output: | ||
| model_id: payload.model_id | ||
| - synopsis: Wait to get completed task. | ||
| id: get_completed_task | ||
| path: /_plugins/_ml/tasks/{task_id} | ||
| method: GET | ||
| parameters: | ||
| task_id: ${register_model.task_id} | ||
| response: | ||
| status: 200 | ||
| payload: | ||
| state: COMPLETED | ||
| output: | ||
| model_id: payload.model_id | ||
| retry: | ||
| count: 5 | ||
| wait: 30000 | ||
| - synopsis: Get model. | ||
| path: /_plugins/_ml/models/{model_id} | ||
| method: GET | ||
| parameters: | ||
| model_id: ${get_completed_task.model_id} | ||
| response: | ||
| status: 200 | ||
| - synopsis: Delete model. | ||
| path: /_plugins/_ml/models/{model_id} | ||
| parameters: | ||
| model_id: ${get_completed_task.model_id} | ||
| method: DELETE |
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