add code for register, unregister

This commit is contained in:
raspawar 2025-04-02 14:20:10 +00:00 committed by Rashmi Pawar
parent 1e77873a02
commit 2baf252f71
3 changed files with 44 additions and 31 deletions

View file

@ -438,7 +438,10 @@ class DatasetsRoutingTable(CommonRoutingTableImpl, Datasets):
provider_dataset_id = dataset_id
# infer provider from source
if source.type == DatasetType.rows.value:
if metadata:
if metadata.get("provider"):
provider_id = metadata.get("provider") # pass through from nvidia datasetio
elif source.type == DatasetType.rows.value:
provider_id = "localfs"
elif source.type == DatasetType.uri.value:
# infer provider from uri

View file

@ -10,20 +10,17 @@ import aiohttp
from llama_stack.apis.common.content_types import URL
from llama_stack.apis.common.type_system import ParamType
from llama_stack.apis.datasetio import IterrowsResponse
from llama_stack.apis.common.responses import PaginatedResponse
from llama_stack.schema_utils import webmethod
from llama_stack.apis.datasets import DatasetPurpose, DataSource, Dataset
from .config import NvidiaDatasetIOConfig
class NvidiaDatasetIOAdapter:
"""Nvidia NeMo DatasetIO API."""
def __init__(self, config: NvidiaDatasetIOConfig):
self.config = config
self.headers = {}
if config.api_key:
self.headers["Authorization"] = f"Bearer {config.api_key}"
async def _make_request(
self,
@ -36,46 +33,49 @@ class NvidiaDatasetIOAdapter:
) -> Dict[str, Any]:
"""Helper method to make HTTP requests to the Customizer API."""
url = f"{self.config.datasets_url}{path}"
request_headers = self.headers.copy() # Create a copy to avoid modifying the original
request_headers = self.headers.copy()
if headers:
request_headers.update(headers)
# Add content-type header for JSON requests
if json and "Content-Type" not in request_headers:
request_headers["Content-Type"] = "application/json"
async with aiohttp.ClientSession(headers=request_headers) as session:
async with session.request(method, url, params=params, json=json, **kwargs) as response:
if response.status >= 400:
if response.status != 200:
error_data = await response.json()
raise Exception(f"API request failed: {error_data}")
return await response.json()
@webmethod(route="/datasets", method="POST")
async def register_dataset(
self,
dataset_id: str,
dataset_schema: Dict[str, ParamType],
url: URL,
provider_dataset_id: Optional[str] = None,
provider_id: Optional[str] = None,
metadata: Optional[Dict[str, Any]] = None,
) -> None:
dataset_def: Dataset,
) -> Dataset:
"""Register a new dataset.
Args:
dataset_id: The ID of the dataset.
dataset_schema: The schema of the dataset.
url: The URL of the dataset.
provider_dataset_id: The ID of the provider dataset.
provider_id: The ID of the provider.
metadata: The metadata of the dataset.
dataset_def : The dataset definition.
dataset_id: The ID of the dataset.
source: The source of the dataset.
metadata: The metadata of the dataset.
format: The format of the dataset.
description: The description of the dataset.
Returns:
None
"""
...
## add warnings for unsupported params
request_body = {
"name": dataset_def.identifier,
"namespace": self.config.dataset_namespace,
"files_url": dataset_def.source.uri,
"project": self.config.project_id,
}
if dataset_def.metadata:
request_body["format"] = dataset_def.metadata.get("format")
request_body["description"] = dataset_def.metadata.get("description")
await self._make_request(
"POST",
"/v1/datasets",
json=request_body,
)
@webmethod(route="/datasets/{dataset_id:path}", method="POST")
async def update_dataset(
@ -93,16 +93,19 @@ class NvidiaDatasetIOAdapter:
async def unregister_dataset(
self,
dataset_id: str,
namespace: Optional[str] = "default",
) -> None:
raise NotImplementedError("Not implemented")
await self._make_request(
"DELETE",
f"/v1/datasets/{self.config.dataset_namespace}/{dataset_id}",
headers={"Accept": "application/json", "Content-Type": "application/json"},
)
async def iterrows(
self,
dataset_id: str,
start_index: Optional[int] = None,
limit: Optional[int] = None,
) -> IterrowsResponse:
) -> PaginatedResponse:
raise NotImplementedError("Not implemented")
async def append_rows(self, dataset_id: str, rows: List[Dict[str, Any]]) -> None:

View file

@ -62,6 +62,13 @@ providers:
project_id: ${env.NVIDIA_PROJECT_ID:test-project}
customizer_url: ${env.NVIDIA_CUSTOMIZER_URL:http://nemo.test}
datasetio:
- provider_id: localfs
provider_type: inline::localfs
config:
kvstore:
type: sqlite
namespace: null
db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/nvidia}/localfs_datasetio.db
- provider_id: nvidia
provider_type: remote::nvidia
config: