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add code for register, unregister
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parent
1e77873a02
commit
2baf252f71
3 changed files with 44 additions and 31 deletions
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@ -438,7 +438,10 @@ class DatasetsRoutingTable(CommonRoutingTableImpl, Datasets):
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provider_dataset_id = dataset_id
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# infer provider from source
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if source.type == DatasetType.rows.value:
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if metadata:
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if metadata.get("provider"):
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provider_id = metadata.get("provider") # pass through from nvidia datasetio
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elif source.type == DatasetType.rows.value:
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provider_id = "localfs"
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elif source.type == DatasetType.uri.value:
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# infer provider from uri
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@ -10,20 +10,17 @@ import aiohttp
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from llama_stack.apis.common.content_types import URL
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from llama_stack.apis.common.type_system import ParamType
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from llama_stack.apis.datasetio import IterrowsResponse
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from llama_stack.apis.common.responses import PaginatedResponse
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from llama_stack.schema_utils import webmethod
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from llama_stack.apis.datasets import DatasetPurpose, DataSource, Dataset
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from .config import NvidiaDatasetIOConfig
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class NvidiaDatasetIOAdapter:
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"""Nvidia NeMo DatasetIO API."""
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def __init__(self, config: NvidiaDatasetIOConfig):
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self.config = config
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self.headers = {}
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if config.api_key:
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self.headers["Authorization"] = f"Bearer {config.api_key}"
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async def _make_request(
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self,
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@ -36,46 +33,49 @@ class NvidiaDatasetIOAdapter:
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) -> Dict[str, Any]:
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"""Helper method to make HTTP requests to the Customizer API."""
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url = f"{self.config.datasets_url}{path}"
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request_headers = self.headers.copy() # Create a copy to avoid modifying the original
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request_headers = self.headers.copy()
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if headers:
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request_headers.update(headers)
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# Add content-type header for JSON requests
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if json and "Content-Type" not in request_headers:
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request_headers["Content-Type"] = "application/json"
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async with aiohttp.ClientSession(headers=request_headers) as session:
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async with session.request(method, url, params=params, json=json, **kwargs) as response:
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if response.status >= 400:
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if response.status != 200:
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error_data = await response.json()
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raise Exception(f"API request failed: {error_data}")
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return await response.json()
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@webmethod(route="/datasets", method="POST")
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async def register_dataset(
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self,
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dataset_id: str,
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dataset_schema: Dict[str, ParamType],
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url: URL,
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provider_dataset_id: Optional[str] = None,
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provider_id: Optional[str] = None,
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metadata: Optional[Dict[str, Any]] = None,
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) -> None:
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dataset_def: Dataset,
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) -> Dataset:
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"""Register a new dataset.
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Args:
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dataset_id: The ID of the dataset.
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dataset_schema: The schema of the dataset.
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url: The URL of the dataset.
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provider_dataset_id: The ID of the provider dataset.
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provider_id: The ID of the provider.
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metadata: The metadata of the dataset.
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dataset_def : The dataset definition.
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dataset_id: The ID of the dataset.
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source: The source of the dataset.
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metadata: The metadata of the dataset.
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format: The format of the dataset.
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description: The description of the dataset.
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Returns:
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None
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"""
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...
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## add warnings for unsupported params
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request_body = {
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"name": dataset_def.identifier,
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"namespace": self.config.dataset_namespace,
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"files_url": dataset_def.source.uri,
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"project": self.config.project_id,
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}
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if dataset_def.metadata:
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request_body["format"] = dataset_def.metadata.get("format")
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request_body["description"] = dataset_def.metadata.get("description")
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await self._make_request(
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"POST",
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"/v1/datasets",
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json=request_body,
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)
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@webmethod(route="/datasets/{dataset_id:path}", method="POST")
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async def update_dataset(
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@ -93,16 +93,19 @@ class NvidiaDatasetIOAdapter:
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async def unregister_dataset(
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self,
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dataset_id: str,
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namespace: Optional[str] = "default",
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) -> None:
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raise NotImplementedError("Not implemented")
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await self._make_request(
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"DELETE",
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f"/v1/datasets/{self.config.dataset_namespace}/{dataset_id}",
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headers={"Accept": "application/json", "Content-Type": "application/json"},
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)
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async def iterrows(
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self,
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dataset_id: str,
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start_index: Optional[int] = None,
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limit: Optional[int] = None,
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) -> IterrowsResponse:
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) -> PaginatedResponse:
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raise NotImplementedError("Not implemented")
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async def append_rows(self, dataset_id: str, rows: List[Dict[str, Any]]) -> None:
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@ -62,6 +62,13 @@ providers:
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project_id: ${env.NVIDIA_PROJECT_ID:test-project}
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customizer_url: ${env.NVIDIA_CUSTOMIZER_URL:http://nemo.test}
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datasetio:
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- provider_id: localfs
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provider_type: inline::localfs
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config:
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kvstore:
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type: sqlite
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namespace: null
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db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/nvidia}/localfs_datasetio.db
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- provider_id: nvidia
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provider_type: remote::nvidia
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config:
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