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This PR focuses on improving the developer experience by adding comprehensive docstrings to the API data models across the Llama Stack. These docstrings provide detailed explanations for each model and its fields, making the API easier to understand and use. **Key changes:** - **Added Docstrings:** Added reST formatted docstrings to Pydantic models in the `llama_stack/apis/` directory. This includes models for: - Agents (`agents.py`) - Benchmarks (`benchmarks.py`) - Datasets (`datasets.py`) - Inference (`inference.py`) - And many other API modules. - **OpenAPI Spec Update:** Regenerated the OpenAPI specification (`docs/_static/llama-stack-spec.yaml` and `docs/_static/llama-stack-spec.html`) to include the new docstrings. This will be reflected in the API documentation, providing richer information to users. **Impact:** - Developers using the Llama Stack API will have a better understanding of the data structures. - The auto-generated API documentation is now more informative. --------- Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com>
164 lines
5.5 KiB
Python
164 lines
5.5 KiB
Python
# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the terms described in the LICENSE file in
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# the root directory of this source tree.
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from enum import StrEnum
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from typing import Annotated, Literal, Protocol, runtime_checkable
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from fastapi import File, Form, Response, UploadFile
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from pydantic import BaseModel
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from llama_stack.apis.common.responses import Order
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from llama_stack.providers.utils.telemetry.trace_protocol import trace_protocol
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from llama_stack.schema_utils import json_schema_type, webmethod
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# OpenAI Files API Models
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class OpenAIFilePurpose(StrEnum):
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"""
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Valid purpose values for OpenAI Files API.
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"""
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ASSISTANTS = "assistants"
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# TODO: Add other purposes as needed
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@json_schema_type
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class OpenAIFileObject(BaseModel):
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"""
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OpenAI File object as defined in the OpenAI Files API.
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:param object: The object type, which is always "file"
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:param id: The file identifier, which can be referenced in the API endpoints
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:param bytes: The size of the file, in bytes
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:param created_at: The Unix timestamp (in seconds) for when the file was created
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:param expires_at: The Unix timestamp (in seconds) for when the file expires
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:param filename: The name of the file
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:param purpose: The intended purpose of the file
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"""
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object: Literal["file"] = "file"
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id: str
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bytes: int
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created_at: int
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expires_at: int
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filename: str
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purpose: OpenAIFilePurpose
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@json_schema_type
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class ListOpenAIFileResponse(BaseModel):
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"""
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Response for listing files in OpenAI Files API.
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:param data: List of file objects
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:param has_more: Whether there are more files available beyond this page
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:param first_id: ID of the first file in the list for pagination
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:param last_id: ID of the last file in the list for pagination
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:param object: The object type, which is always "list"
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"""
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data: list[OpenAIFileObject]
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has_more: bool
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first_id: str
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last_id: str
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object: Literal["list"] = "list"
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@json_schema_type
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class OpenAIFileDeleteResponse(BaseModel):
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"""
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Response for deleting a file in OpenAI Files API.
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:param id: The file identifier that was deleted
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:param object: The object type, which is always "file"
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:param deleted: Whether the file was successfully deleted
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"""
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id: str
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object: Literal["file"] = "file"
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deleted: bool
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@runtime_checkable
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@trace_protocol
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class Files(Protocol):
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# OpenAI Files API Endpoints
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@webmethod(route="/openai/v1/files", method="POST")
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async def openai_upload_file(
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self,
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file: Annotated[UploadFile, File()],
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purpose: Annotated[OpenAIFilePurpose, Form()],
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) -> OpenAIFileObject:
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"""
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Upload a file that can be used across various endpoints.
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The file upload should be a multipart form request with:
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- file: The File object (not file name) to be uploaded.
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- purpose: The intended purpose of the uploaded file.
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:param file: The uploaded file object containing content and metadata (filename, content_type, etc.).
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:param purpose: The intended purpose of the uploaded file (e.g., "assistants", "fine-tune").
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:returns: An OpenAIFileObject representing the uploaded file.
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"""
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...
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@webmethod(route="/openai/v1/files", method="GET")
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async def openai_list_files(
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self,
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after: str | None = None,
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limit: int | None = 10000,
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order: Order | None = Order.desc,
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purpose: OpenAIFilePurpose | None = None,
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) -> ListOpenAIFileResponse:
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"""
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Returns a list of files that belong to the user's organization.
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:param after: A cursor for use in pagination. `after` is an object ID that defines your place in the list. For instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent call can include after=obj_foo in order to fetch the next page of the list.
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:param limit: A limit on the number of objects to be returned. Limit can range between 1 and 10,000, and the default is 10,000.
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:param order: Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.
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:param purpose: Only return files with the given purpose.
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:returns: An ListOpenAIFileResponse containing the list of files.
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"""
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...
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@webmethod(route="/openai/v1/files/{file_id}", method="GET")
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async def openai_retrieve_file(
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self,
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file_id: str,
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) -> OpenAIFileObject:
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"""
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Returns information about a specific file.
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:param file_id: The ID of the file to use for this request.
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:returns: An OpenAIFileObject containing file information.
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"""
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...
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@webmethod(route="/openai/v1/files/{file_id}", method="DELETE")
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async def openai_delete_file(
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self,
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file_id: str,
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) -> OpenAIFileDeleteResponse:
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"""
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Delete a file.
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:param file_id: The ID of the file to use for this request.
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:returns: An OpenAIFileDeleteResponse indicating successful deletion.
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"""
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...
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@webmethod(route="/openai/v1/files/{file_id}/content", method="GET")
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async def openai_retrieve_file_content(
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self,
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file_id: str,
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) -> Response:
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"""
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Returns the contents of the specified file.
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:param file_id: The ID of the file to use for this request.
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:returns: The raw file content as a binary response.
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"""
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...
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