[Bug]: Anomalib installation with missing dependencies #2449
Description
Describe the bug
Description
After installing anomalib with
pip install anomalibSeveral dependencies produce ModuleNotFoundError exceptions.
Then, i run the command
anomalib doctoras suggested in this comment, obtaining the next indications:
anomalib doctor
To use other subcommand using `anomalib install`
╭─────────────────────────────── Traceback (most recent call last) ────────────────────────────────╮
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/bin/anomalib:5 in <module> │
│ │
│ 2 # -*- coding: utf-8 -*- │
│ 3 import re │
│ 4 import sys │
│ ❱ 5 from anomalib.cli.cli import main │
│ 6 if __name__ == '__main__': │
│ 7 │ sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0]) │
│ 8 │ sys.exit(main()) │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/cli/__init__.py:6 in <module> │
│ │
│ 3 # Copyright (C) 2022 Intel Corporation │
│ 4 # SPDX-License-Identifier: Apache-2.0 │
│ 5 │
│ ❱ 6 from .cli import AnomalibCLI │
│ 7 │
│ 8 __all__ = ["AnomalibCLI"] │
│ 9 │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/cli/cli.py:18 in <module> │
│ │
│ 15 from rich import traceback │
│ 16 │
│ 17 from anomalib import TaskType, __version__ │
│ ❱ 18 from anomalib.cli.pipelines import PIPELINE_REGISTRY, pipeline_subcommands, run_pipeline │
│ 19 from anomalib.cli.utils.help_formatter import CustomHelpFormatter, get_short_docstring │
│ 20 from anomalib.cli.utils.openvino import add_openvino_export_arguments │
│ 21 from anomalib.loggers import configure_logger │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/cli/pipelines.py:16 in <module> │
│ │
│ 13 logger = logging.getLogger(__name__) │
│ 14 │
│ 15 if package_available("anomalib.pipelines"): │
│ ❱ 16 │ from anomalib.pipelines import Benchmark │
│ 17 │ from anomalib.pipelines.components.base import Pipeline │
│ 18 │ │
│ 19 │ PIPELINE_REGISTRY: dict[str, type[Pipeline]] | None = {"benchmark": Benchmark} │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/pipelines/__init__.py:6 in <module> │
│ │
│ 3 # Copyright (C) 2024 Intel Corporation │
│ 4 # SPDX-License-Identifier: Apache-2.0 │
│ 5 │
│ ❱ 6 from .benchmark import Benchmark │
│ 7 │
│ 8 __all__ = ["Benchmark"] │
│ 9 │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/pipelines/benchmark/__init__.py:6 in <module> │
│ │
│ 3 # Copyright (C) 2024 Intel Corporation │
│ 4 # SPDX-License-Identifier: Apache-2.0 │
│ 5 │
│ ❱ 6 from .pipeline import Benchmark │
│ 7 │
│ 8 __all__ = ["Benchmark"] │
│ 9 │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/pipelines/benchmark/pipeline.py:11 in <module> │
│ │
│ 8 from anomalib.pipelines.components.base import Pipeline, Runner │
│ 9 from anomalib.pipelines.components.runners import ParallelRunner, SerialRunner │
│ 10 │
│ ❱ 11 from .generator import BenchmarkJobGenerator │
│ 12 │
│ 13 │
│ 14 class Benchmark(Pipeline): │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/pipelines/benchmark/generator.py:9 in <module> │
│ │
│ 6 from collections.abc import Generator │
│ 7 │
│ 8 from anomalib.data import get_datamodule │
│ ❱ 9 from anomalib.models import get_model │
│ 10 from anomalib.pipelines.components import JobGenerator │
│ 11 from anomalib.pipelines.components.utils import get_iterator_from_grid_dict │
│ 12 from anomalib.pipelines.types import PREV_STAGE_RESULT │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/models/__init__.py:15 in <module> │
│ │
│ 12 from anomalib.models.components import AnomalyModule │
│ 13 from anomalib.utils.path import convert_to_snake_case │
│ 14 │
│ ❱ 15 from .image import ( │
│ 16 │ Cfa, │
│ 17 │ Cflow, │
│ 18 │ Csflow, │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/models/image/__init__.py:23 in <module> │
│ │
│ 20 from .rkde import Rkde │
│ 21 from .stfpm import Stfpm │
│ 22 from .uflow import Uflow │
│ ❱ 23 from .vlm_ad import VlmAd │
│ 24 from .winclip import WinClip │
│ 25 │
│ 26 __all__ = [ │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/models/image/vlm_ad/__init__.py:6 in <module> │
│ │
│ 3 # Copyright (C) 2024 Intel Corporation │
│ 4 # SPDX-License-Identifier: Apache-2.0 │
│ 5 │
│ ❱ 6 from .lightning_model import VlmAd │
│ 7 │
│ 8 __all__ = ["VlmAd"] │
│ 9 │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/models/image/vlm_ad/lightning_model.py:14 in <module> │
│ │
│ 11 from anomalib import LearningType │
│ 12 from anomalib.models import AnomalyModule │
│ 13 │
│ ❱ 14 from .backends import Backend, ChatGPT, Huggingface, Ollama │
│ 15 from .utils import ModelName, Prompt │
│ 16 │
│ 17 logger = logging.getLogger(__name__) │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/models/image/vlm_ad/backends/__init__.py:7 in <module> │
│ │
│ 4 # SPDX-License-Identifier: Apache-2.0 │
│ 5 │
│ 6 from .base import Backend │
│ ❱ 7 from .chat_gpt import ChatGPT │
│ 8 from .huggingface import Huggingface │
│ 9 from .ollama import Ollama │
│ 10 │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/models/image/vlm_ad/backends/chat_gpt.py:12 in <module> │
│ │
│ 9 from pathlib import Path │
│ 10 from typing import TYPE_CHECKING │
│ 11 │
│ ❱ 12 from dotenv import load_dotenv │
│ 13 from lightning_utilities.core.imports import package_available │
│ 14 │
│ 15 from anomalib.models.image.vlm_ad.utils import Prompt Is there anything I am missing?
Thank you.
Dataset
Other (please specify in the text field below)
Model
PatchCore
Steps to reproduce the behavior
- Install anomalib
pip install anomalib- Python code used
from anomalib import TaskType
from anomalib.data import Folder
from anomalib.data.utils import TestSplitMode
from anomalib.models import Patchcore
from anomalib.engine import Engine
datamodule = Folder(
name=dataset_name,
normal_dir=selected_normal_path,
test_split_mode=TestSplitMode.SYNTHETIC,
task=TaskType.SEGMENTATION,
)
datamodule.setup()
model = Patchcore()
engine = Engine(task=TaskType.SEGMENTATION)
engine.train(datamodule=datamodule, model=model)OS information
OS information:
- OS: Ubuntu 20.04
- Python version: 3.11.10
- Anomalib version: 1.2.0
- PyTorch version: 2.5.1
Expected behavior
Anomalib loads all libraries and starts training.
Screenshots
No response
Pip/GitHub
pip
What version/branch did you use?
22.02
Configuration YAML
No configuration YAMLLogs
When running anomalib doctor or anomalib install:
╭─────────────────────────────── Traceback (most recent call last) ────────────────────────────────╮
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/bin/anomalib:5 in <module> │
│ │
│ 2 # -*- coding: utf-8 -*- │
│ 3 import re │
│ 4 import sys │
│ ❱ 5 from anomalib.cli.cli import main │
│ 6 if __name__ == '__main__': │
│ 7 │ sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0]) │
│ 8 │ sys.exit(main()) │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/cli/__init__.py:6 in <module> │
│ │
│ 3 # Copyright (C) 2022 Intel Corporation │
│ 4 # SPDX-License-Identifier: Apache-2.0 │
│ 5 │
│ ❱ 6 from .cli import AnomalibCLI │
│ 7 │
│ 8 __all__ = ["AnomalibCLI"] │
│ 9 │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/cli/cli.py:18 in <module> │
│ │
│ 15 from rich import traceback │
│ 16 │
│ 17 from anomalib import TaskType, __version__ │
│ ❱ 18 from anomalib.cli.pipelines import PIPELINE_REGISTRY, pipeline_subcommands, run_pipeline │
│ 19 from anomalib.cli.utils.help_formatter import CustomHelpFormatter, get_short_docstring │
│ 20 from anomalib.cli.utils.openvino import add_openvino_export_arguments │
│ 21 from anomalib.loggers import configure_logger │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/cli/pipelines.py:16 in <module> │
│ │
│ 13 logger = logging.getLogger(__name__) │
│ 14 │
│ 15 if package_available("anomalib.pipelines"): │
│ ❱ 16 │ from anomalib.pipelines import Benchmark │
│ 17 │ from anomalib.pipelines.components.base import Pipeline │
│ 18 │ │
│ 19 │ PIPELINE_REGISTRY: dict[str, type[Pipeline]] | None = {"benchmark": Benchmark} │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/pipelines/__init__.py:6 in <module> │
│ │
│ 3 # Copyright (C) 2024 Intel Corporation │
│ 4 # SPDX-License-Identifier: Apache-2.0 │
│ 5 │
│ ❱ 6 from .benchmark import Benchmark │
│ 7 │
│ 8 __all__ = ["Benchmark"] │
│ 9 │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/pipelines/benchmark/__init__.py:6 in <module> │
│ │
│ 3 # Copyright (C) 2024 Intel Corporation │
│ 4 # SPDX-License-Identifier: Apache-2.0 │
│ 5 │
│ ❱ 6 from .pipeline import Benchmark │
│ 7 │
│ 8 __all__ = ["Benchmark"] │
│ 9 │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/pipelines/benchmark/pipeline.py:11 in <module> │
│ │
│ 8 from anomalib.pipelines.components.base import Pipeline, Runner │
│ 9 from anomalib.pipelines.components.runners import ParallelRunner, SerialRunner │
│ 10 │
│ ❱ 11 from .generator import BenchmarkJobGenerator │
│ 12 │
│ 13 │
│ 14 class Benchmark(Pipeline): │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/pipelines/benchmark/generator.py:9 in <module> │
│ │
│ 6 from collections.abc import Generator │
│ 7 │
│ 8 from anomalib.data import get_datamodule │
│ ❱ 9 from anomalib.models import get_model │
│ 10 from anomalib.pipelines.components import JobGenerator │
│ 11 from anomalib.pipelines.components.utils import get_iterator_from_grid_dict │
│ 12 from anomalib.pipelines.types import PREV_STAGE_RESULT │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/models/__init__.py:15 in <module> │
│ │
│ 12 from anomalib.models.components import AnomalyModule │
│ 13 from anomalib.utils.path import convert_to_snake_case │
│ 14 │
│ ❱ 15 from .image import ( │
│ 16 │ Cfa, │
│ 17 │ Cflow, │
│ 18 │ Csflow, │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/models/image/__init__.py:23 in <module> │
│ │
│ 20 from .rkde import Rkde │
│ 21 from .stfpm import Stfpm │
│ 22 from .uflow import Uflow │
│ ❱ 23 from .vlm_ad import VlmAd │
│ 24 from .winclip import WinClip │
│ 25 │
│ 26 __all__ = [ │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/models/image/vlm_ad/__init__.py:6 in <module> │
│ │
│ 3 # Copyright (C) 2024 Intel Corporation │
│ 4 # SPDX-License-Identifier: Apache-2.0 │
│ 5 │
│ ❱ 6 from .lightning_model import VlmAd │
│ 7 │
│ 8 __all__ = ["VlmAd"] │
│ 9 │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/models/image/vlm_ad/lightning_model.py:14 in <module> │
│ │
│ 11 from anomalib import LearningType │
│ 12 from anomalib.models import AnomalyModule │
│ 13 │
│ ❱ 14 from .backends import Backend, ChatGPT, Huggingface, Ollama │
│ 15 from .utils import ModelName, Prompt │
│ 16 │
│ 17 logger = logging.getLogger(__name__) │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/models/image/vlm_ad/backends/__init__.py:7 in <module> │
│ │
│ 4 # SPDX-License-Identifier: Apache-2.0 │
│ 5 │
│ 6 from .base import Backend │
│ ❱ 7 from .chat_gpt import ChatGPT │
│ 8 from .huggingface import Huggingface │
│ 9 from .ollama import Ollama │
│ 10 │
│ │
│ /home/serverai/repo/damages_detection/va-270-damages-detection/venv/lib/python3.11/site-packages │
│ /anomalib/models/image/vlm_ad/backends/chat_gpt.py:12 in <module> │
│ │
│ 9 from pathlib import Path │
│ 10 from typing import TYPE_CHECKING │
│ 11 │
│ ❱ 12 from dotenv import load_dotenv │
│ 13 from lightning_utilities.core.imports import package_available │
│ 14 │
│ 15 from anomalib.models.image.vlm_ad.utils import Prompt │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
When trying to run the script it starts throwing each ModuleNotFoundError.Code of Conduct
- I agree to follow this project's Code of Conduct