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Added ML Model APIs (undeploy, unload), moved test for search model t…
…o models/search.yaml, resolved conflicts and updated CHANGELOG Signed-off-by: Nathalie Jonathan <[email protected]>
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,34 @@ | ||
| $schema: ../../../../json_schemas/test_story.schema.yaml | ||
|
|
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| description: Test the search of models. | ||
| distributions: | ||
| excluded: | ||
| - amazon-managed | ||
| - amazon-serverless | ||
| version: '>= 2.11' | ||
| 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 | ||
| chapters: | ||
| - synopsis: Search model. | ||
| path: /_plugins/_ml/models/_search | ||
| method: POST | ||
| request: | ||
| payload: | ||
| query: | ||
| match_all: {} | ||
| size: 1000 | ||
| response: | ||
| status: 200 | ||
| payload: | ||
| hits: | ||
| hits: | ||
| - _score: 1 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,77 @@ | ||
| $schema: ../../../../json_schemas/test_story.schema.yaml | ||
|
|
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| description: Test the undeployment of specific models from specific nodes. | ||
| 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_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: deploy_model | ||
| path: /_plugins/_ml/models/{model_id}/_deploy | ||
| 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_deploy_model_task | ||
| path: /_plugins/_ml/tasks/{task_id} | ||
| method: GET | ||
| parameters: | ||
| task_id: ${deploy_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/_undeploy | ||
| method: POST | ||
| request: | ||
| payload: | ||
| model_ids: | ||
| - ${get_completed_register_model_task.model_id} | ||
| response: | ||
| status: 200 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,74 @@ | ||
| $schema: ../../../../json_schemas/test_story.schema.yaml | ||
|
|
||
| description: Test the unload (deprecated) of a model from all ML nodes. | ||
| 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} | ||
| 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: deploy_model | ||
| path: /_plugins/_ml/models/{model_id}/_deploy | ||
| 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_deploy_model_task | ||
| path: /_plugins/_ml/tasks/{task_id} | ||
| method: GET | ||
| parameters: | ||
| task_id: ${deploy_model.task_id} | ||
| response: | ||
| status: 200 | ||
| payload: | ||
| state: COMPLETED | ||
| output: | ||
| model_id: payload.model_id | ||
| retry: | ||
| count: 3 | ||
| wait: 10000 | ||
| - synopsis: Unload a model. | ||
| path: /_plugins/_ml/models/{model_id}/_unload | ||
| method: POST | ||
| parameters: | ||
| model_id: ${get_completed_register_model_task.model_id} | ||
| response: | ||
| status: 200 |
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