# COMMENT IN WHEN PR (https://github.com/aws/sagemaker-python-sdk/pull/4314) IS MERGED
# from sagemaker.huggingface import get_huggingface_llm_image_uri
 
# # retrieve the llm image uri
# llm_image = get_huggingface_llm_image_uri(
#   "huggingface",
#   version="1.3.1"
# )
 
region_mapping = {
    "af-south-1": "626614931356",
    "il-central-1": "780543022126",
    "ap-east-1": "871362719292",
    "ap-northeast-1": "763104351884",
    "ap-northeast-2": "763104351884",
    "ap-northeast-3": "364406365360",
    "ap-south-1": "763104351884",
    "ap-south-2": "772153158452",
    "ap-southeast-1": "763104351884",
    "ap-southeast-2": "763104351884",
    "ap-southeast-3": "907027046896",
    "ap-southeast-4": "457447274322",
    "ca-central-1": "763104351884",
    "cn-north-1": "727897471807",
    "cn-northwest-1": "727897471807",
    "eu-central-1": "763104351884",
    "eu-central-2": "380420809688",
    "eu-north-1": "763104351884",
    "eu-west-1": "763104351884",
    "eu-west-2": "763104351884",
    "eu-west-3": "763104351884",
    "eu-south-1": "692866216735",
    "eu-south-2": "503227376785",
    "me-south-1": "217643126080",
    "me-central-1": "914824155844",
    "sa-east-1": "763104351884",
    "us-east-1": "763104351884",
    "us-east-2": "763104351884",
    "us-gov-east-1": "446045086412",
    "us-gov-west-1": "442386744353",
    "us-iso-east-1": "886529160074",
    "us-isob-east-1": "094389454867",
    "us-west-1": "763104351884",
    "us-west-2": "763104351884",
}
 
llm_image = f"{region_mapping[sess.boto_region_name]}.dkr.ecr.{sess.boto_region_name}.amazonaws.com/huggingface-pytorch-tgi-inference:2.1.1-tgi1.3.1-gpu-py310-cu121-ubuntu20.04-v1.0"
 
# print ecr image uri
print(f"llm image uri: {llm_image}")