llama-stack/docs/openapi_generator/pyopenapi/specification.py
Ashwin Bharambe ec4fc800cc
[API Updates] Model / shield / memory-bank routing + agent persistence + support for private headers (#92)
This is yet another of those large PRs (hopefully we will have less and less of them as things mature fast). This one introduces substantial improvements and some simplifications to the stack.

Most important bits:

* Agents reference implementation now has support for session / turn persistence. The default implementation uses sqlite but there's also support for using Redis.

* We have re-architected the structure of the Stack APIs to allow for more flexible routing. The motivating use cases are:
  - routing model A to ollama and model B to a remote provider like Together
  - routing shield A to local impl while shield B to a remote provider like Bedrock
  - routing a vector memory bank to Weaviate while routing a keyvalue memory bank to Redis

* Support for provider specific parameters to be passed from the clients. A client can pass data using `x_llamastack_provider_data` parameter which can be type-checked and provided to the Adapter implementations.
2024-09-23 14:22:22 -07:00

258 lines
6 KiB
Python

# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the terms described in the LICENSE file in
# the root directory of this source tree.
import dataclasses
import enum
from dataclasses import dataclass
from typing import Any, ClassVar, Dict, List, Optional, Union
from ..strong_typing.schema import JsonType, Schema, StrictJsonType
URL = str
@dataclass
class Ref:
ref_type: ClassVar[str]
id: str
def to_json(self) -> StrictJsonType:
return {"$ref": f"#/components/{self.ref_type}/{self.id}"}
@dataclass
class SchemaRef(Ref):
ref_type: ClassVar[str] = "schemas"
SchemaOrRef = Union[Schema, SchemaRef]
@dataclass
class ResponseRef(Ref):
ref_type: ClassVar[str] = "responses"
@dataclass
class ParameterRef(Ref):
ref_type: ClassVar[str] = "parameters"
@dataclass
class ExampleRef(Ref):
ref_type: ClassVar[str] = "examples"
@dataclass
class Contact:
name: Optional[str] = None
url: Optional[URL] = None
email: Optional[str] = None
@dataclass
class License:
name: str
url: Optional[URL] = None
@dataclass
class Info:
title: str
version: str
description: Optional[str] = None
termsOfService: Optional[str] = None
contact: Optional[Contact] = None
license: Optional[License] = None
@dataclass
class MediaType:
schema: Optional[SchemaOrRef] = None
example: Optional[Any] = None
examples: Optional[Dict[str, Union["Example", ExampleRef]]] = None
@dataclass
class RequestBody:
content: Dict[str, MediaType]
description: Optional[str] = None
required: Optional[bool] = None
@dataclass
class Response:
description: str
content: Optional[Dict[str, MediaType]] = None
class ParameterLocation(enum.Enum):
Query = "query"
Header = "header"
Path = "path"
Cookie = "cookie"
@dataclass
class Parameter:
name: str
in_: ParameterLocation
description: Optional[str] = None
required: Optional[bool] = None
schema: Optional[SchemaOrRef] = None
example: Optional[Any] = None
@dataclass
class Operation:
responses: Dict[str, Union[Response, ResponseRef]]
tags: Optional[List[str]] = None
summary: Optional[str] = None
description: Optional[str] = None
operationId: Optional[str] = None
parameters: Optional[List[Parameter]] = None
requestBody: Optional[RequestBody] = None
callbacks: Optional[Dict[str, "Callback"]] = None
security: Optional[List["SecurityRequirement"]] = None
@dataclass
class PathItem:
summary: Optional[str] = None
description: Optional[str] = None
get: Optional[Operation] = None
put: Optional[Operation] = None
post: Optional[Operation] = None
delete: Optional[Operation] = None
options: Optional[Operation] = None
head: Optional[Operation] = None
patch: Optional[Operation] = None
trace: Optional[Operation] = None
def update(self, other: "PathItem") -> None:
"Merges another instance of this class into this object."
for field in dataclasses.fields(self.__class__):
value = getattr(other, field.name)
if value is not None:
setattr(self, field.name, value)
# maps run-time expressions such as "$request.body#/url" to path items
Callback = Dict[str, PathItem]
@dataclass
class Example:
summary: Optional[str] = None
description: Optional[str] = None
value: Optional[Any] = None
externalValue: Optional[URL] = None
@dataclass
class Server:
url: URL
description: Optional[str] = None
class SecuritySchemeType(enum.Enum):
ApiKey = "apiKey"
HTTP = "http"
OAuth2 = "oauth2"
OpenIDConnect = "openIdConnect"
@dataclass
class SecurityScheme:
type: SecuritySchemeType
description: str
@dataclass(init=False)
class SecuritySchemeAPI(SecurityScheme):
name: str
in_: ParameterLocation
def __init__(self, description: str, name: str, in_: ParameterLocation) -> None:
super().__init__(SecuritySchemeType.ApiKey, description)
self.name = name
self.in_ = in_
@dataclass(init=False)
class SecuritySchemeHTTP(SecurityScheme):
scheme: str
bearerFormat: Optional[str] = None
def __init__(
self, description: str, scheme: str, bearerFormat: Optional[str] = None
) -> None:
super().__init__(SecuritySchemeType.HTTP, description)
self.scheme = scheme
self.bearerFormat = bearerFormat
@dataclass(init=False)
class SecuritySchemeOpenIDConnect(SecurityScheme):
openIdConnectUrl: str
def __init__(self, description: str, openIdConnectUrl: str) -> None:
super().__init__(SecuritySchemeType.OpenIDConnect, description)
self.openIdConnectUrl = openIdConnectUrl
@dataclass
class Components:
schemas: Optional[Dict[str, Schema]] = None
responses: Optional[Dict[str, Response]] = None
parameters: Optional[Dict[str, Parameter]] = None
examples: Optional[Dict[str, Example]] = None
requestBodies: Optional[Dict[str, RequestBody]] = None
securitySchemes: Optional[Dict[str, SecurityScheme]] = None
callbacks: Optional[Dict[str, Callback]] = None
SecurityScope = str
SecurityRequirement = Dict[str, List[SecurityScope]]
@dataclass
class Tag:
name: str
description: Optional[str] = None
displayName: Optional[str] = None
@dataclass
class TagGroup:
"""
A ReDoc extension to provide information about groups of tags.
Exposed via the vendor-specific property "x-tagGroups" of the top-level object.
"""
name: str
tags: List[str]
@dataclass
class Document:
"""
This class is a Python dataclass adaptation of the OpenAPI Specification.
For details, see <https://swagger.io/specification/>
"""
openapi: str
info: Info
servers: List[Server]
paths: Dict[str, PathItem]
jsonSchemaDialect: Optional[str] = None
components: Optional[Components] = None
security: Optional[List[SecurityRequirement]] = None
tags: Optional[List[Tag]] = None
tagGroups: Optional[List[TagGroup]] = None