llama-stack-mirror/llama_stack/core
ehhuang e980436a2e
chore: introduce write queue for inference_store (#3383)
# What does this PR do?
Adds a write worker queue for writes to inference store. This avoids
overwhelming request processing with slow inference writes.

## Test Plan

Benchmark:
```
cd /docs/source/distributions/k8s-benchmark
# start mock server
python openai-mock-server.py --port 8000
# start stack server
LLAMA_STACK_LOGGING="all=WARNING" uv run --with llama-stack python -m llama_stack.core.server.server docs/source/distributions/k8s-benchmark/stack_run_config.yaml
# run benchmark script
uv run python3 benchmark.py --duration 120 --concurrent 50 --base-url=http://localhost:8321/v1/openai/v1 --model=vllm-inference/meta-llama/Llama-3.2-3B-Instruct
```
## RPS from 21 -> 57
2025-09-10 11:57:42 -07:00
..
access_control chore(rename): move llama_stack.distribution to llama_stack.core (#2975) 2025-07-30 23:30:53 -07:00
prompts feat: Adding OpenAI Prompts API (#3319) 2025-09-08 11:05:13 -04:00
routers chore: introduce write queue for inference_store (#3383) 2025-09-10 11:57:42 -07:00
routing_tables feat!: Migrate Vector DB IDs to Vector Store IDs (breaking change) (#3253) 2025-09-05 15:40:34 +02:00
server feat: Adding OpenAI Prompts API (#3319) 2025-09-08 11:05:13 -04:00
store refactor(logging): rename llama_stack logger categories (#3065) 2025-08-21 17:31:04 -07:00
ui chore: rename templates to distributions (#3035) 2025-08-04 11:34:17 -07:00
utils refactor(logging): rename llama_stack logger categories (#3065) 2025-08-21 17:31:04 -07:00
__init__.py chore(rename): move llama_stack.distribution to llama_stack.core (#2975) 2025-07-30 23:30:53 -07:00
build.py feat(distro): no huggingface provider for starter (#3258) 2025-08-26 14:06:36 -07:00
build_container.sh chore: rename templates to distributions (#3035) 2025-08-04 11:34:17 -07:00
build_venv.sh fix(ci, tests): ensure uv environments in CI are kosher, record tests (#3193) 2025-08-18 17:02:24 -07:00
client.py chore(rename): move llama_stack.distribution to llama_stack.core (#2975) 2025-07-30 23:30:53 -07:00
common.sh refactor: remove Conda support from Llama Stack (#2969) 2025-08-02 15:52:59 -07:00
configure.py chore(pre-commit): add pre-commit hook to enforce llama_stack logger usage (#3061) 2025-08-20 07:15:35 -04:00
datatypes.py chore: introduce write queue for inference_store (#3383) 2025-09-10 11:57:42 -07:00
distribution.py chore(rename): move llama_stack.distribution to llama_stack.core (#2975) 2025-07-30 23:30:53 -07:00
external.py chore(rename): move llama_stack.distribution to llama_stack.core (#2975) 2025-07-30 23:30:53 -07:00
inspect.py chore(rename): move llama_stack.distribution to llama_stack.core (#2975) 2025-07-30 23:30:53 -07:00
library_client.py chore: remove unused variable (#3389) 2025-09-09 15:51:20 -07:00
providers.py chore(rename): move llama_stack.distribution to llama_stack.core (#2975) 2025-07-30 23:30:53 -07:00
request_headers.py chore(pre-commit): add pre-commit hook to enforce llama_stack logger usage (#3061) 2025-08-20 07:15:35 -04:00
resolver.py feat: Adding OpenAI Prompts API (#3319) 2025-09-08 11:05:13 -04:00
stack.py feat: Adding OpenAI Prompts API (#3319) 2025-09-08 11:05:13 -04:00
start_stack.sh refactor: remove Conda support from Llama Stack (#2969) 2025-08-02 15:52:59 -07:00