anc 0.3.13

cli

ANC CLI Tool

Overview

The ANC CLI tool is a comprehensive command line interface designed to facilitate the management of various resources within the company. Initially, it supports managing datasets and their versions, enabling users to interact seamlessly with a remote server for fetching, listing, and adding datasets.

Installation

For User

# Instructions for installing the ANC CLI tool
sudo pip install anc

For cli Develop

# Instructions for installing the ANC CLI tool
cd dev/cli
sudo pip install -r requirements.txt
sudo pip install -e .

Dataset

• Fetch Datasets: Retrieve specific versions of datasets from a remote server.
• List Versions: View all available versions of a dataset.
• Add Datasets: Upload new datasets along with their versions and descriptions to the remote server.

Usage

list

anc ds list 
# Or you can specify a dataset name.
anc ds list -n <dataset name>

get

# According to the above list result, you can download the specific version dataset.
# Ensure that the destination path for downloads is a permanent storage location(e.g. /mnt/weka/xxx). Currently, downloading data to local storage is not permitted.
anc ds get cifar-10-batches-py -v 1.0

add

# Upload a specific version of a dataset. The dataset name will be determined based on the file or folder name extracted from the specified path.
# Ensure that the dataset is stored in a permanent location recognized by the server (e.g., /mnt/weka/xxx).
anc ds add /mnt/weka/xug/dvc_temp/cifar-10-batches-py -v 1.0

load-test

Usage

load testing with random data

# install vllm first(skip if you have, this step will be done inside cli tool in future)
pip install vllm

# start vllm server (this step will be done inside cli tool in future)
python -m vllm.entrypoints.openai.api_server --model=facebook/opt-125m

# load testing running
anc loadtest --backend vllm --model facebook/opt-125m --dataset-name random --profile --num-prompts 2