mirror of
https://github.com/meta-llama/llama-stack.git
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Further generalize Xi's changes (#88)
* Further generalize Xi's changes - introduce a slightly more general notion of an AutoRouted provider - the AutoRouted provider is associated with a RoutingTable provider - e.g. inference -> models - Introduced safety -> shields and memory -> memory_banks correspondences * typo * Basic build and run succeeded
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21 changed files with 597 additions and 418 deletions
7
llama_stack/apis/memory_banks/__init__.py
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7
llama_stack/apis/memory_banks/__init__.py
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# 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 .memory_banks import * # noqa: F401 F403
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67
llama_stack/apis/memory_banks/client.py
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67
llama_stack/apis/memory_banks/client.py
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# 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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import asyncio
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from typing import List, Optional
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import fire
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import httpx
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from termcolor import cprint
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from .memory_banks import * # noqa: F403
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class MemoryBanksClient(MemoryBanks):
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def __init__(self, base_url: str):
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self.base_url = base_url
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async def initialize(self) -> None:
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pass
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async def shutdown(self) -> None:
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pass
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async def list_memory_banks(self) -> List[MemoryBankSpec]:
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async with httpx.AsyncClient() as client:
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response = await client.get(
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f"{self.base_url}/memory_banks/list",
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headers={"Content-Type": "application/json"},
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)
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response.raise_for_status()
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return [MemoryBankSpec(**x) for x in response.json()]
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async def get_memory_bank(
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self, bank_type: MemoryBankType
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) -> Optional[MemoryBankSpec]:
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async with httpx.AsyncClient() as client:
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response = await client.get(
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f"{self.base_url}/memory_banks/get",
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json={
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"bank_type": bank_type,
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},
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headers={"Content-Type": "application/json"},
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)
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response.raise_for_status()
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j = response.json()
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if j is None:
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return None
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return MemoryBankSpec(**j)
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async def run_main(host: str, port: int, stream: bool):
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client = MemoryBanksClient(f"http://{host}:{port}")
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response = await client.list_memory_banks()
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cprint(f"list_memory_banks response={response}", "green")
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def main(host: str, port: int, stream: bool = True):
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asyncio.run(run_main(host, port, stream))
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if __name__ == "__main__":
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fire.Fire(main)
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32
llama_stack/apis/memory_banks/memory_banks.py
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32
llama_stack/apis/memory_banks/memory_banks.py
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# 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 typing import List, Optional, Protocol
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from llama_models.schema_utils import json_schema_type, webmethod
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from pydantic import BaseModel, Field
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from llama_stack.apis.memory import MemoryBankType
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from llama_stack.distribution.datatypes import GenericProviderConfig
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@json_schema_type
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class MemoryBankSpec(BaseModel):
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bank_type: MemoryBankType
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provider_config: GenericProviderConfig = Field(
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description="Provider config for the model, including provider_id, and corresponding config. ",
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)
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class MemoryBanks(Protocol):
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@webmethod(route="/memory_banks/list", method="GET")
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async def list_memory_banks(self) -> List[MemoryBankSpec]: ...
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@webmethod(route="/memory_banks/get", method="GET")
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async def get_memory_bank(
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self, bank_type: MemoryBankType
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) -> Optional[MemoryBankSpec]: ...
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@ -5,15 +5,11 @@
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# the root directory of this source tree.
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import asyncio
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import json
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from pathlib import Path
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from typing import Any, Dict, List, Optional
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from typing import List, Optional
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import fire
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import httpx
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from llama_stack.distribution.datatypes import RemoteProviderConfig
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from termcolor import cprint
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from .models import * # noqa: F403
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@ -29,18 +25,18 @@ class ModelsClient(Models):
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async def shutdown(self) -> None:
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pass
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async def list_models(self) -> ModelsListResponse:
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async def list_models(self) -> List[ModelServingSpec]:
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async with httpx.AsyncClient() as client:
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response = await client.get(
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f"{self.base_url}/models/list",
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headers={"Content-Type": "application/json"},
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)
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response.raise_for_status()
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return ModelsListResponse(**response.json())
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return [ModelServingSpec(**x) for x in response.json()]
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async def get_model(self, core_model_id: str) -> ModelsGetResponse:
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async def get_model(self, core_model_id: str) -> Optional[ModelServingSpec]:
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async with httpx.AsyncClient() as client:
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response = await client.post(
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response = await client.get(
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f"{self.base_url}/models/get",
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json={
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"core_model_id": core_model_id,
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@ -48,7 +44,10 @@ class ModelsClient(Models):
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headers={"Content-Type": "application/json"},
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)
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response.raise_for_status()
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return ModelsGetResponse(**response.json())
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j = response.json()
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if j is None:
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return None
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return ModelServingSpec(**j)
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async def run_main(host: str, port: int, stream: bool):
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@ -4,14 +4,15 @@
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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 typing import Any, Dict, List, Optional, Protocol
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from typing import List, Optional, Protocol
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from llama_models.llama3.api.datatypes import Model
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from llama_models.schema_utils import json_schema_type, webmethod
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from llama_stack.distribution.datatypes import GenericProviderConfig
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from pydantic import BaseModel, Field
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from llama_stack.distribution.datatypes import GenericProviderConfig
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@json_schema_type
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class ModelServingSpec(BaseModel):
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@ -21,25 +22,11 @@ class ModelServingSpec(BaseModel):
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provider_config: GenericProviderConfig = Field(
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description="Provider config for the model, including provider_id, and corresponding config. ",
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)
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api: str = Field(
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description="The API that this model is serving (e.g. inference / safety).",
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default="inference",
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)
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@json_schema_type
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class ModelsListResponse(BaseModel):
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models_list: List[ModelServingSpec]
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@json_schema_type
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class ModelsGetResponse(BaseModel):
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core_model_spec: Optional[ModelServingSpec] = None
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class Models(Protocol):
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@webmethod(route="/models/list", method="GET")
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async def list_models(self) -> ModelsListResponse: ...
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async def list_models(self) -> List[ModelServingSpec]: ...
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@webmethod(route="/models/get", method="POST")
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async def get_model(self, core_model_id: str) -> ModelsGetResponse: ...
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@webmethod(route="/models/get", method="GET")
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async def get_model(self, core_model_id: str) -> Optional[ModelServingSpec]: ...
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7
llama_stack/apis/shields/__init__.py
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7
llama_stack/apis/shields/__init__.py
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# 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 .shields import * # noqa: F401 F403
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67
llama_stack/apis/shields/client.py
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67
llama_stack/apis/shields/client.py
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# 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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import asyncio
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from typing import List, Optional
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import fire
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import httpx
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from termcolor import cprint
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from .shields import * # noqa: F403
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class ShieldsClient(Shields):
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def __init__(self, base_url: str):
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self.base_url = base_url
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async def initialize(self) -> None:
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pass
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async def shutdown(self) -> None:
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pass
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async def list_shields(self) -> List[ShieldSpec]:
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async with httpx.AsyncClient() as client:
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response = await client.get(
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f"{self.base_url}/shields/list",
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headers={"Content-Type": "application/json"},
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)
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response.raise_for_status()
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return [ShieldSpec(**x) for x in response.json()]
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async def get_shield(self, shield_type: str) -> Optional[ShieldSpec]:
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async with httpx.AsyncClient() as client:
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response = await client.get(
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f"{self.base_url}/shields/get",
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json={
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"shield_type": shield_type,
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},
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headers={"Content-Type": "application/json"},
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)
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response.raise_for_status()
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j = response.json()
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if j is None:
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return None
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return ShieldSpec(**j)
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async def run_main(host: str, port: int, stream: bool):
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client = ShieldsClient(f"http://{host}:{port}")
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response = await client.list_shields()
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cprint(f"list_shields response={response}", "green")
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def main(host: str, port: int, stream: bool = True):
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asyncio.run(run_main(host, port, stream))
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if __name__ == "__main__":
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fire.Fire(main)
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28
llama_stack/apis/shields/shields.py
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28
llama_stack/apis/shields/shields.py
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# 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 typing import List, Optional, Protocol
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from llama_models.schema_utils import json_schema_type, webmethod
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from pydantic import BaseModel, Field
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from llama_stack.distribution.datatypes import GenericProviderConfig
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@json_schema_type
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class ShieldSpec(BaseModel):
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shield_type: str
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provider_config: GenericProviderConfig = Field(
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description="Provider config for the model, including provider_id, and corresponding config. ",
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)
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class Shields(Protocol):
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@webmethod(route="/shields/list", method="GET")
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async def list_shields(self) -> List[ShieldSpec]: ...
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@webmethod(route="/shields/get", method="GET")
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async def get_shield(self, shield_type: str) -> Optional[ShieldSpec]: ...
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