mirror of
https://github.com/meta-llama/llama-stack.git
synced 2025-12-08 19:10:56 +00:00
Redo the { models, shields, memory_banks } typeset
This commit is contained in:
parent
6b094b72d3
commit
f3923e3f0b
15 changed files with 588 additions and 454 deletions
|
|
@ -4,23 +4,24 @@
|
|||
# This source code is licensed under the terms described in the LICENSE file in
|
||||
# the root directory of this source tree.
|
||||
|
||||
from typing import Any, List, Tuple
|
||||
from typing import Any, List
|
||||
|
||||
from llama_stack.distribution.datatypes import * # noqa: F403
|
||||
from .routing_tables import (
|
||||
MemoryBanksRoutingTable,
|
||||
ModelsRoutingTable,
|
||||
RoutableObject,
|
||||
RoutedProtocol,
|
||||
ShieldsRoutingTable,
|
||||
)
|
||||
|
||||
|
||||
async def get_routing_table_impl(
|
||||
api: Api,
|
||||
inner_impls: List[Tuple[str, Any]],
|
||||
routing_table_config: Dict[str, List[RoutableProviderConfig]],
|
||||
registry: List[RoutableObject],
|
||||
impls_by_provider_id: Dict[str, RoutedProtocol],
|
||||
_deps,
|
||||
) -> Any:
|
||||
from .routing_tables import (
|
||||
MemoryBanksRoutingTable,
|
||||
ModelsRoutingTable,
|
||||
ShieldsRoutingTable,
|
||||
)
|
||||
|
||||
api_to_tables = {
|
||||
"memory_banks": MemoryBanksRoutingTable,
|
||||
"models": ModelsRoutingTable,
|
||||
|
|
@ -29,7 +30,7 @@ async def get_routing_table_impl(
|
|||
if api.value not in api_to_tables:
|
||||
raise ValueError(f"API {api.value} not found in router map")
|
||||
|
||||
impl = api_to_tables[api.value](inner_impls, routing_table_config)
|
||||
impl = api_to_tables[api.value](registry, impls_by_provider_id)
|
||||
await impl.initialize()
|
||||
return impl
|
||||
|
||||
|
|
|
|||
|
|
@ -4,141 +4,106 @@
|
|||
# This source code is licensed under the terms described in the LICENSE file in
|
||||
# the root directory of this source tree.
|
||||
|
||||
from typing import Any, List, Optional, Tuple
|
||||
from typing import Any, List, Optional, Union
|
||||
|
||||
from llama_models.sku_list import resolve_model
|
||||
from llama_models.llama3.api.datatypes import * # noqa: F403
|
||||
|
||||
from llama_stack.apis.models import * # noqa: F403
|
||||
from llama_stack.apis.shields import * # noqa: F403
|
||||
from llama_stack.apis.memory_banks import * # noqa: F403
|
||||
from llama_stack.apis.inference import Inference
|
||||
from llama_stack.apis.memory import Memory
|
||||
from llama_stack.apis.safety import Safety
|
||||
|
||||
from llama_stack.distribution.datatypes import * # noqa: F403
|
||||
|
||||
|
||||
RoutableObject = Union[
|
||||
ModelDef,
|
||||
ShieldDef,
|
||||
MemoryBankDef,
|
||||
]
|
||||
|
||||
RoutedProtocol = Union[
|
||||
Inference,
|
||||
Safety,
|
||||
Memory,
|
||||
]
|
||||
|
||||
|
||||
class CommonRoutingTableImpl(RoutingTable):
|
||||
def __init__(
|
||||
self,
|
||||
inner_impls: List[Tuple[RoutingKey, Any]],
|
||||
routing_table_config: Dict[str, List[RoutableProviderConfig]],
|
||||
registry: List[RoutableObject],
|
||||
impls_by_provider_id: Dict[str, RoutedProtocol],
|
||||
) -> None:
|
||||
self.unique_providers = []
|
||||
self.providers = {}
|
||||
self.routing_keys = []
|
||||
for obj in registry:
|
||||
if obj.provider_id not in impls_by_provider_id:
|
||||
raise ValueError(
|
||||
f"Provider `{obj.provider_id}` pointed by `{obj.identifier}` not found"
|
||||
)
|
||||
|
||||
for key, impl in inner_impls:
|
||||
keys = key if isinstance(key, list) else [key]
|
||||
self.unique_providers.append((keys, impl))
|
||||
|
||||
for k in keys:
|
||||
if k in self.providers:
|
||||
raise ValueError(f"Duplicate routing key {k}")
|
||||
self.providers[k] = impl
|
||||
self.routing_keys.append(k)
|
||||
|
||||
self.routing_table_config = routing_table_config
|
||||
self.impls_by_provider_id = impls_by_provider_id
|
||||
self.registry = registry
|
||||
|
||||
async def initialize(self) -> None:
|
||||
for keys, p in self.unique_providers:
|
||||
keys_by_provider = {}
|
||||
for obj in self.registry:
|
||||
keys = keys_by_provider.setdefault(obj.provider_id, [])
|
||||
keys.append(obj.routing_key)
|
||||
|
||||
for provider_id, keys in keys_by_provider.items():
|
||||
p = self.impls_by_provider_id[provider_id]
|
||||
spec = p.__provider_spec__
|
||||
if isinstance(spec, RemoteProviderSpec) and spec.adapter is None:
|
||||
if is_passthrough(spec):
|
||||
continue
|
||||
|
||||
await p.validate_routing_keys(keys)
|
||||
|
||||
async def shutdown(self) -> None:
|
||||
for _, p in self.unique_providers:
|
||||
await p.shutdown()
|
||||
pass
|
||||
|
||||
def get_provider_impl(self, routing_key: str) -> Any:
|
||||
if routing_key not in self.providers:
|
||||
if routing_key not in self.routing_key_to_object:
|
||||
raise ValueError(f"Could not find provider for {routing_key}")
|
||||
return self.providers[routing_key]
|
||||
obj = self.routing_key_to_object[routing_key]
|
||||
return self.impls_by_provider_id[obj.provider_id]
|
||||
|
||||
def get_routing_keys(self) -> List[str]:
|
||||
return self.routing_keys
|
||||
|
||||
def get_provider_config(self, routing_key: str) -> Optional[GenericProviderConfig]:
|
||||
for entry in self.routing_table_config:
|
||||
if entry.routing_key == routing_key:
|
||||
return entry
|
||||
def get_object_by_identifier(self, identifier: str) -> Optional[RoutableObject]:
|
||||
for obj in self.registry:
|
||||
if obj.identifier == identifier:
|
||||
return obj
|
||||
return None
|
||||
|
||||
|
||||
class ModelsRoutingTable(CommonRoutingTableImpl, Models):
|
||||
async def list_models(self) -> List[ModelDef]:
|
||||
return self.registry
|
||||
|
||||
async def list_models(self) -> List[ModelServingSpec]:
|
||||
specs = []
|
||||
for entry in self.routing_table_config:
|
||||
model_id = entry.routing_key
|
||||
specs.append(
|
||||
ModelServingSpec(
|
||||
llama_model=resolve_model(model_id),
|
||||
provider_config=entry,
|
||||
)
|
||||
)
|
||||
return specs
|
||||
async def get_model(self, identifier: str) -> Optional[ModelDef]:
|
||||
return self.get_object_by_identifier(identifier)
|
||||
|
||||
async def get_model(self, core_model_id: str) -> Optional[ModelServingSpec]:
|
||||
for entry in self.routing_table_config:
|
||||
if entry.routing_key == core_model_id:
|
||||
return ModelServingSpec(
|
||||
llama_model=resolve_model(core_model_id),
|
||||
provider_config=entry,
|
||||
)
|
||||
return None
|
||||
async def register_model(self, model: ModelDef) -> None:
|
||||
raise NotImplementedError()
|
||||
|
||||
|
||||
class ShieldsRoutingTable(CommonRoutingTableImpl, Shields):
|
||||
async def list_shields(self) -> List[ShieldDef]:
|
||||
return self.registry
|
||||
|
||||
async def list_shields(self) -> List[ShieldSpec]:
|
||||
specs = []
|
||||
for entry in self.routing_table_config:
|
||||
if isinstance(entry.routing_key, list):
|
||||
for k in entry.routing_key:
|
||||
specs.append(
|
||||
ShieldSpec(
|
||||
shield_type=k,
|
||||
provider_config=entry,
|
||||
)
|
||||
)
|
||||
else:
|
||||
specs.append(
|
||||
ShieldSpec(
|
||||
shield_type=entry.routing_key,
|
||||
provider_config=entry,
|
||||
)
|
||||
)
|
||||
return specs
|
||||
async def get_shield(self, shield_type: str) -> Optional[ShieldDef]:
|
||||
return self.get_object_by_identifier(shield_type)
|
||||
|
||||
async def get_shield(self, shield_type: str) -> Optional[ShieldSpec]:
|
||||
for entry in self.routing_table_config:
|
||||
if entry.routing_key == shield_type:
|
||||
return ShieldSpec(
|
||||
shield_type=entry.routing_key,
|
||||
provider_config=entry,
|
||||
)
|
||||
return None
|
||||
async def register_shield(self, shield: ShieldDef) -> None:
|
||||
raise NotImplementedError()
|
||||
|
||||
|
||||
class MemoryBanksRoutingTable(CommonRoutingTableImpl, MemoryBanks):
|
||||
async def list_memory_banks(self) -> List[MemoryBankDef]:
|
||||
return self.registry
|
||||
|
||||
async def list_available_memory_banks(self) -> List[MemoryBankSpec]:
|
||||
specs = []
|
||||
for entry in self.routing_table_config:
|
||||
specs.append(
|
||||
MemoryBankSpec(
|
||||
bank_type=entry.routing_key,
|
||||
provider_config=entry,
|
||||
)
|
||||
)
|
||||
return specs
|
||||
async def get_memory_bank(self, identifier: str) -> Optional[MemoryBankDef]:
|
||||
return self.get_object_by_identifier(identifier)
|
||||
|
||||
async def get_serving_memory_bank(self, bank_type: str) -> Optional[MemoryBankSpec]:
|
||||
for entry in self.routing_table_config:
|
||||
if entry.routing_key == bank_type:
|
||||
return MemoryBankSpec(
|
||||
bank_type=entry.routing_key,
|
||||
provider_config=entry,
|
||||
)
|
||||
return None
|
||||
async def register_memory_bank(self, bank: MemoryBankDef) -> None:
|
||||
raise NotImplementedError()
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue