id: 1
unit: def _launch_ui()
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end line: 0
size: 196 LOC
McCabe index: 15
number of parameters: 3

id: 2
unit: def _launch_ui()
file: model-gallery/deploy/mllm/webui_client.py
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end line: 0
size: 164 LOC
McCabe index: 18
number of parameters: 3

id: 3
unit: def _launch_ui()
file: model-gallery/deploy/llm/vLLM/webui_client.py
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end line: 0
size: 162 LOC
McCabe index: 11
number of parameters: 3

id: 4
unit: def main()
file: model-gallery/deploy/llm/BladeLLM/python_client.py
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end line: 0
size: 33 LOC
McCabe index: 5
number of parameters: 0

id: 5
unit: def _get_args()
file: model-gallery/deploy/llm/BladeLLM/webui_client.py
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end line: 0
size: 32 LOC
McCabe index: 1
number of parameters: 0

id: 6
unit: def infer_image()
file: model-gallery/deploy/mllm/openai_client.py
start line: 0
end line: 0
size: 30 LOC
McCabe index: 3
number of parameters: 0

id: 7
unit: def _parse_text()
file: model-gallery/deploy/mllm/webui_client.py
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end line: 0
size: 30 LOC
McCabe index: 8
number of parameters: 1

id: 8
unit: def infer_video()
file: model-gallery/deploy/mllm/openai_client.py
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end line: 0
size: 27 LOC
McCabe index: 3
number of parameters: 0

id: 9
unit: def main()
file: model-gallery/deploy/llm/vLLM/python_client.py
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end line: 0
size: 24 LOC
McCabe index: 3
number of parameters: 0

id: 10
unit: def _get_args()
file: model-gallery/deploy/llm/vLLM/webui_client.py
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end line: 0
size: 24 LOC
McCabe index: 1
number of parameters: 0

id: 11
unit: def _get_args()
file: model-gallery/deploy/mllm/webui_client.py
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end line: 0
size: 24 LOC
McCabe index: 1
number of parameters: 0

id: 12
unit: def transform_messages()
file: model-gallery/deploy/mllm/webui_client.py
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end line: 0
size: 23 LOC
McCabe index: 6
number of parameters: 1

id: 13
unit: def integration()
file: noxfile.py
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end line: 0
size: 20 LOC
McCabe index: 2
number of parameters: 1

id: 14
unit: def is_video_file()
file: model-gallery/deploy/mllm/webui_client.py
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end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 1

id: 15
unit: def main()
file: model-gallery/deploy/mllm/webui_client.py
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end line: 0
size: 11 LOC
McCabe index: 2
number of parameters: 0

id: 16
unit: def _run_epoch()
file: pai-python-sdk/training/pytorch_ddp/train_src/train_multinode.py
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end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 2

id: 17
unit: def main()
file: model-gallery/deploy/llm/vLLM/webui_client.py
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size: 10 LOC
McCabe index: 2
number of parameters: 0

id: 18
unit: def __init__()
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 19
unit: def prepare_dataloader()
file: pai-python-sdk/training/pytorch_ddp/train_src/train_multinode.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 2

id: 20
unit: def _save_snapshot()
file: pai-python-sdk/training/pytorch_ddp/train_src/train_multinode.py
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end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 2

id: 21
unit: def _load_snapshot()
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size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 22
unit: def _run_batch()
file: pai-python-sdk/training/pytorch_ddp/train_src/train_multinode.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 23
unit: def train()
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end line: 0
size: 6 LOC
McCabe index: 4
number of parameters: 2

id: 24
unit: def main()
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 25
unit: def load_train_objs()
file: pai-python-sdk/training/pytorch_ddp/train_src/train_multinode.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 26
unit: def encode_base64_content_from_url()
file: model-gallery/deploy/mllm/openai_client.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 27
unit: def _save_model()
file: pai-python-sdk/training/pytorch_ddp/train_src/train_multinode.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 28
unit: def encode_base64_content_from_file()
file: model-gallery/deploy/mllm/webui_client.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 29
unit: def __init__()
file: pai-python-sdk/training/pytorch_ddp/train_src/train_multinode.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 30
unit: def ddp_setup()
file: pai-python-sdk/training/pytorch_ddp/train_src/train_multinode.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 31
unit: def main()
file: model-gallery/deploy/llm/BladeLLM/webui_client.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 32
unit: def _remove_image_special()
file: model-gallery/deploy/mllm/webui_client.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 33
unit: def __len__()
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 34
unit: def __getitem__()
file: pai-python-sdk/training/pytorch_ddp/train_src/train_multinode.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 35
unit: def get_snapshot_path()
file: pai-python-sdk/training/pytorch_ddp/train_src/train_multinode.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1