# /// script
# requires-python = ">=3.12"
# dependencies = [
#     "numpy",
#     "einops",
#     "pandas",
#     "matplotlib",
#     "protobuf",
#     "torch",
#     "sentencepiece",
#     "torchvision",
#     "transformers",
#     "timm",
#     "diffusers",
#     "sentence-transformers",
#     "accelerate",
#     "peft",
#     "slack-sdk",
# ]
# ///

try:
    from inference import Inference, load_image, load_single_mask
    from huggingface_hub import hf_hub_download
    
    path = hf_hub_download("facebook/sam-3d-objects", "pipeline.yaml")
    inference = Inference(path, compile=False)
    
    image = load_image("path_to_image.png")
    mask = load_single_mask("path_to_mask.png", index=14)
    
    output = inference(image, mask)
    with open('facebook_sam-3d-objects_1.txt', 'w', encoding='utf-8') as f:
        f.write('Everything was good in facebook_sam-3d-objects_1.txt')
except Exception as e:
    import os
    from slack_sdk import WebClient
    client = WebClient(token=os.environ['SLACK_TOKEN'])
    client.chat_postMessage(
        channel='#hub-model-metadata-snippets-sprint',
        text='Problem in <https://huggingface.co/datasets/model-metadata/code_execution_files/blob/main/facebook_sam-3d-objects_1.txt|facebook_sam-3d-objects_1.txt>',
    )

    with open('facebook_sam-3d-objects_1.txt', 'a', encoding='utf-8') as f:
        import traceback
        f.write('''```CODE: 
from inference import Inference, load_image, load_single_mask
from huggingface_hub import hf_hub_download

path = hf_hub_download("facebook/sam-3d-objects", "pipeline.yaml")
inference = Inference(path, compile=False)

image = load_image("path_to_image.png")
mask = load_single_mask("path_to_mask.png", index=14)

output = inference(image, mask)
```

ERROR: 
''')
        traceback.print_exc(file=f)
    
finally:
    from huggingface_hub import upload_file
    upload_file(
        path_or_fileobj='facebook_sam-3d-objects_1.txt',
        repo_id='model-metadata/code_execution_files',
        path_in_repo='facebook_sam-3d-objects_1.txt',
        repo_type='dataset',
    )