This commit is contained in:
Xi Yan 2025-03-12 00:13:27 -07:00
parent 817331e76e
commit 0abedd070c
3 changed files with 63 additions and 62 deletions

View file

@ -16,7 +16,7 @@ from llama_stack.schema_utils import json_schema_type, register_schema, webmetho
class Schema(Enum):
"""
Schema of the dataset. Each type has a different column format.
:cvar jsonl_messages: The dataset is a JSONL file with messages. Examples:
:cvar messages: The dataset contains messages used for post-training. Examples:
{
"messages": [
{"role": "user", "content": "Hello, world!"},
@ -25,7 +25,7 @@ class Schema(Enum):
}
"""
jsonl_messages = "jsonl_messages"
messages = "messages"
# TODO: add more schemas here
@ -36,36 +36,36 @@ class DatasetType(Enum):
@json_schema_type
class URIDataReference(BaseModel):
class URIDataSource(BaseModel):
type: Literal["uri"] = "uri"
uri: str
@json_schema_type
class HuggingfaceDataReference(BaseModel):
class HuggingfaceDataSource(BaseModel):
type: Literal["huggingface"] = "huggingface"
dataset_path: str
params: Dict[str, Any]
@json_schema_type
class RowsDataReference(BaseModel):
class RowsDataSource(BaseModel):
type: Literal["rows"] = "rows"
rows: List[Dict[str, Any]]
DataReference = register_schema(
DataSource = register_schema(
Annotated[
Union[URIDataReference, HuggingfaceDataReference, RowsDataReference],
Union[URIDataSource, HuggingfaceDataSource, RowsDataSource],
Field(discriminator="type"),
],
name="DataReference",
name="DataSource",
)
class CommonDatasetFields(BaseModel):
schema: Schema
data_reference: DataReference
data_source: DataSource
metadata: Dict[str, Any] = Field(
default_factory=dict,
description="Any additional metadata for this dataset",
@ -100,16 +100,16 @@ class Datasets(Protocol):
async def register_dataset(
self,
schema: Schema,
data_reference: DataReference,
data_source: DataSource,
metadata: Optional[Dict[str, Any]] = None,
dataset_id: Optional[str] = None,
) -> Dataset:
"""
Register a new dataset through a file or
Register a new dataset.
:param schema: The schema format of the dataset. One of
- jsonl_messages: The dataset is a JSONL file with messages in column format
:param data_reference: The data reference of the dataset. Examples:
:param data_source: The data source of the dataset. Examples:
- {
"type": "uri",
"uri": "https://mywebsite.com/mydata.jsonl"