mirror of
https://github.com/meta-llama/llama-stack.git
synced 2025-10-04 04:04:14 +00:00
3f8df167f3
# What does this PR do? This PR adds a step in pre-commit to enforce using `llama_stack` logger. Currently, various parts of the code base uses different loggers. As a custom `llama_stack` logger exist and used in the codebase, it is better to standardize its utilization. Signed-off-by: Mustafa Elbehery <melbeher@redhat.com> Co-authored-by: Matthew Farrellee <matt@cs.wisc.edu>
52 lines
1.9 KiB
Python
52 lines
1.9 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 asyncio
|
|
|
|
from llama_stack.apis.inference import Message
|
|
from llama_stack.apis.safety import Safety, SafetyViolation, ViolationLevel
|
|
from llama_stack.log import get_logger
|
|
from llama_stack.providers.utils.telemetry import tracing
|
|
|
|
log = get_logger(name=__name__, category="agents")
|
|
|
|
|
|
class SafetyException(Exception): # noqa: N818
|
|
def __init__(self, violation: SafetyViolation):
|
|
self.violation = violation
|
|
super().__init__(violation.user_message)
|
|
|
|
|
|
class ShieldRunnerMixin:
|
|
def __init__(
|
|
self,
|
|
safety_api: Safety,
|
|
input_shields: list[str] | None = None,
|
|
output_shields: list[str] | None = None,
|
|
):
|
|
self.safety_api = safety_api
|
|
self.input_shields = input_shields
|
|
self.output_shields = output_shields
|
|
|
|
async def run_multiple_shields(self, messages: list[Message], identifiers: list[str]) -> None:
|
|
async def run_shield_with_span(identifier: str):
|
|
async with tracing.span(f"run_shield_{identifier}"):
|
|
return await self.safety_api.run_shield(
|
|
shield_id=identifier,
|
|
messages=messages,
|
|
params={},
|
|
)
|
|
|
|
responses = await asyncio.gather(*[run_shield_with_span(identifier) for identifier in identifiers])
|
|
for identifier, response in zip(identifiers, responses, strict=False):
|
|
if not response.violation:
|
|
continue
|
|
|
|
violation = response.violation
|
|
if violation.violation_level == ViolationLevel.ERROR:
|
|
raise SafetyException(violation)
|
|
elif violation.violation_level == ViolationLevel.WARN:
|
|
log.warning(f"[Warn]{identifier} raised a warning")
|