FROM python:3.11-slim
# Prevent Python from writing pyc files to disk and to force basic IO
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
# Install system dependencies needed for builds and common tools
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
gcc \
g++ \
git \
curl \
ca-certificates \
&& rm -rf /var/lib/apt/lists/*
# Install PyTorch (CPU) and TorchVision wheels. This keeps the image self-contained
# and avoids requiring a CUDA toolchain.
RUN pip install --no-cache-dir --prefer-binary torch torchvision
# Install lightweight Python dependencies required by timm
RUN pip install --no-cache-dir numpy pyyaml huggingface_hub safetensors
# Copy repository
WORKDIR /workspace
COPY . /workspace/
# Ensure the repo is importable by Python without installation
ENV PYTHONPATH=/workspace:$PYTHONPATH
# Smoke test: verify that a basic import from the repository works
CMD ["bash", "-lc", "python - <<'PY'\nimport sys\ntry:\n import timm\n print('timm loaded, version=', getattr(timm, '__version__', 'unknown'))\nexcept Exception as e:\n print('IMPORT-ERROR', e)\n sys.exit(1)\nPY"]
__pycache__/ *.pyc *.pyo *.pyd *.log *.swp *.DS_Store .git .node_modules build/ dist/ *.egg-info/ .coverage .eggs """
Concerns: No build-from-source step: the image installs PyTorch via prebuilt wheels and copies the repository but does not install or build the local package from source., Smoke test imports a third-party package (timm) rather than validating the local repository itself; this may not verify the intended library code., Potentially large image size due to PyTorch CPU wheels in a slim Python base; may cause slow builds or resource issues on constrained runners.
FROM python:3.11-slim
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
# System dependencies for building and common tools
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
gcc \
g++ \
git \
curl \
ca-certificates \
python3-dev \
&& rm -rf /var/lib/apt/lists/*
# Install PyTorch and TorchVision (CPU wheels) for broad compatibility
RUN pip install --no-cache-dir --prefer-binary torch torchvision
# Install lightweight Python dependencies
RUN pip install --no-cache-dir numpy pyyaml huggingface_hub safetensors
# Copy the repository
WORKDIR /workspace
COPY . /workspace/
# Build and install this package from source
RUN pip install --no-cache-dir .
# Ensure the repository is discoverable by Python
ENV PYTHONPATH=/workspace:$PYTHONPATH
# Simple smoke test that imports the installed package from source
CMD ["bash", "-lc", "python -c 'import timm, sys; print("timm version:", getattr(timm, "__version__", "unknown"))'"]
Concerns: CMD line in Dockerfile has quoting issues: the Python -c script contains unescaped quotes, which will break the command. Example: print("timm version") needs escaping or using a different quoting strategy., Building PyTorch and related dependencies in a slim Python image can lead to a very large image and long build time; consider whether this is essential for a library image or if a lighter/runtime-only approach is preferable.FROM python:3.11-slim
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
RUN python -m pip install --upgrade pip
# System dependencies for building and common tools
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
gcc \
g++ \
git \
curl \
ca-certificates \
python3-dev \
pkg-config \
&& rm -rf /var/lib/apt/lists/*
# Install PyTorch and TorchVision (CPU wheels) for broad compatibility
RUN pip install --no-cache-dir --prefer-binary torch torchvision
# Install lightweight Python dependencies
RUN pip install --no-cache-dir numpy pyyaml huggingface_hub safetensors
# Copy the repository
WORKDIR /workspace
COPY . /workspace/
# Build and install this package from source
RUN pip install --no-cache-dir .
# Ensure the repository is discoverable by Python
ENV PYTHONPATH=/workspace:$PYTHONPATH
# Simple smoke test that imports the installed package from source
CMD ["python", "-c", "import timm, sys; print('timm version:', getattr(timm, '__version__', 'unknown'))"]
Concerns: The image installs PyTorch and TorchVision from CPU wheels which can be large; consider a multi-stage build or a lighter baseline if image size is a concern, The smoke test relies on importing timm and computing __version__; ensure timm exposes __version__ in all supported releases
Smoke [FAIL]: python -c "import timm, sys; print('timm version:', getattr(timm, '__version__', 'unknown'))
Output: sh: 1: Syntax error: Unterminated quoted string
Smoke [FAIL]: python -c "import torch; print('torch version:', torch.__version__)
Output: sh: 1: Syntax error: Unterminated quoted string
Smoke [FAIL]: python -c "import torchvision; print('torchvision version:', torchvision.__version__)
Output: sh: 1: Syntax error: Unterminated quoted stringFROM python:3.11-slim
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
RUN python -m pip install --upgrade pip
# System dependencies for building and common tools
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
gcc \
g++ \
git \
curl \
ca-certificates \
python3-dev \
pkg-config \
&& rm -rf /var/lib/apt/lists/*
# Install PyTorch and TorchVision (CPU wheels) for broad compatibility
RUN pip install --no-cache-dir --prefer-binary torch torchvision
# Install lightweight Python dependencies
RUN pip install --no-cache-dir numpy pyyaml huggingface_hub safetensors
# Copy the repository
WORKDIR /workspace
COPY . /workspace/
# Build and install this package from source
RUN pip install --no-cache-dir .
# Ensure the repository is discoverable by Python
ENV PYTHONPATH=/workspace:$PYTHONPATH
# Simple smoke test that imports the installed package from source
CMD ["bash", "-lc", "python - <<'PY'\nimport timm\nprint('timm loaded, version=', getattr(timm, '__version__', 'unknown'))\nPY"]
Concerns: PyTorch CPU wheel may significantly increase image size and build time; consider pinning a specific compatible version or using a PyTorch-optimized base if CI time is a concern., The smoke-test relies on importing 'timm'; ensure the repository's packaging uses that exact import name to avoid false negatives if the package name differs.
Smoke [FAIL]: python -c "import timm; print('timm ok')
Output: sh: 1: Syntax error: Unterminated quoted string
Smoke [FAIL]: python -c "import torch; print('torch ok', torch.__version__)
Output: sh: 1: Syntax error: Unterminated quoted string
Smoke [FAIL]: python -c "import numpy as np; print('numpy ok', np.__version__)
Output: sh: 1: Syntax error: Unterminated quoted stringFROM python:3.11-slim
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
RUN python -m pip install --upgrade pip
# System dependencies for building and common tools
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
gcc \
g++ \
git \
curl \
ca-certificates \
python3-dev \
pkg-config \
&& rm -rf /var/lib/apt/lists/*
# Install PyTorch and TorchVision (CPU wheels) for broad compatibility
RUN pip install --no-cache-dir --prefer-binary torch torchvision
# Install lightweight Python dependencies
RUN pip install --no-cache-dir numpy pyyaml huggingface_hub safetensors
# Copy the repository
WORKDIR /workspace
COPY . /workspace/
# Build and install this package from source
RUN pip install --no-cache-dir .
# Ensure the repository is discoverable by Python
ENV PYTHONPATH=/workspace:$PYTHONPATH
# Simple smoke test that imports the installed package from source
CMD ["bash", "-lc", "python -c 'import timm; print(\"timm_version:\\", getattr(timm, \"__version__\", \"unknown\"))'"]
Smoke [FAIL]: python -c \"import timm; print('timm_version=', getattr(timm, '__version__', 'unknown'))\
Output: sh: 1: Syntax error: word unexpected (expecting ")")
Smoke [FAIL]: python -c \"import torch; print('torch_version=', torch.__version__)\
Output: sh: 1: Syntax error: word unexpected (expecting ")")FROM python:3.11-slim
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
RUN python -m pip install --upgrade pip
# System dependencies for building and common tools
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
gcc \
g++ \
git \
curl \
ca-certificates \
python3-dev \
pkg-config \
&& rm -rf /var/lib/apt/lists/*
# Install PyTorch and TorchVision (CPU wheels) for broad compatibility
RUN pip install --no-cache-dir --prefer-binary torch torchvision
# Install lightweight Python dependencies
RUN pip install --no-cache-dir numpy pyyaml huggingface_hub safetensors
# Copy the repository
WORKDIR /workspace
COPY . /workspace/
# Build and install this package from source
RUN pip install --no-cache-dir .
# Create a smoke test script to verify installation
RUN bash -lc 'cat > /workspace/smoke_test.py << "PY"\ntry:\n import timm\n v = getattr(timm, "__version__", None)\n print("TIMM import ok, version=", v)\nexcept Exception as e:\n print("TIMM import failed:", e)\n raise\nPY'
# Ensure the repository is discoverable by Python
ENV PYTHONPATH=/workspace:$PYTHONPATH
# Simple smoke test that imports the installed package from source
CMD ["python", "/workspace/smoke_test.py"]
Summary (under 1500 chars):
- Exit code: 2
- Failing step: [9/9] RUN bash -lc 'cat > /workspace/smoke_test.py << "PY" ...'
- Exact error messages:
- bash: line 1: warning: here-document at line 1 delimited by end-of-file (wanted `PYntry:n')
- bash: -c: line 1: syntax error near unexpected token `('
- 0.277 bash: -c: `cat > /workspace/smoke_test.py << "PY"\ntry:\n import timm\n v = getattr(timm, "__version__", None)\n print("TIMM import ok, version=", v)\nexcept Exception as e:\n print("TIMM import failed:", e)\n raise\nPY'
- UndefinedVar: Usage of undefined variable '$PYTHONPATH' (line 37) (warning reported by Dockerfile:34)
- Missing packages or files: None explicitly reported; the error is caused by a malformed here-document in the smoke test script. The log shows prior steps installed Python base image and timm, etc., successfully.
- Version/mismatch details:
- Base image: python:3.11-slim
- timm: 1.0.26.dev0 (built and installed during the build)
- Torch and related packages were present (e.g., torch 2.10.0, torchvision 0.25.0) and installed earlier in the build
- No explicit version mismatch error is shown; the failure is due to the here-document syntax error in the final RUN.FROM python:3.11-slim
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
RUN python -m pip install --upgrade pip
# System dependencies for building and common tools
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
gcc \
g++ \
git \
curl \
ca-certificates \
python3-dev \
pkg-config \
&& rm -rf /var/lib/apt/lists/*
# Install PyTorch and TorchVision (CPU wheels) for broad compatibility
RUN pip install --no-cache-dir --prefer-binary torch torchvision
# Install lightweight Python dependencies
RUN pip install --no-cache-dir numpy pyyaml huggingface_hub safetensors
# Copy the repository
WORKDIR /workspace
COPY . /workspace/
# Build and install this package from source
RUN pip install --no-cache-dir .
# Ensure the repository is discoverable by Python
ENV PYTHONPATH=/workspace:$PYTHONPATH
# Simple smoke test that imports the installed package from source
CMD ["python", "-c", "import timm; print('timm version', getattr(timm, '__version__', 'unknown'))"]
Concerns: Redundant COPY . /workspace/ occurs twice; could be cleaned up, Final CMD assumes the installed package is importable as 'timm' and provides __version__; if the repository package name differs, the import may fail, Installing PyTorch CPU wheels and build tools increases image size; consider slimming or pinning versions if size is a concern
Smoke [FAIL]: python -c \"import timm; print('timm version', getattr(timm, '__version__', 'unknown'))\
Output: sh: 1: Syntax error: word unexpected (expecting ")")
Smoke [FAIL]: python -c \"import torch; print('torch version', torch.__version__)\
Output: sh: 1: Syntax error: word unexpected (expecting ")")FROM python:3.11-slim
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
RUN python -m pip install --upgrade pip
# System dependencies for building and common tools
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
gcc \
g++ \
git \
curl \
ca-certificates \
python3-dev \
pkg-config \
&& rm -rf /var/lib/apt/lists/*
# Install PyTorch and TorchVision (CPU wheels) for broad compatibility
RUN pip install --no-cache-dir --prefer-binary torch torchvision
# Install lightweight Python dependencies
RUN pip install --no-cache-dir numpy pyyaml huggingface_hub safetensors
# Copy the repository
WORKDIR /workspace
COPY . /workspace/
# Build and install this package from source
RUN pip install --no-cache-dir .
# Create a smoke test script to verify installation
RUN bash -lc 'printf "%s\n" "import timm" "print(\"TIMM_OK\")" > /workspace/smoke_test.py'
# Ensure the repository is discoverable by Python
ENV PYTHONPATH=/workspace:$PYTHONPATH
# Simple smoke test that imports the installed package from source
CMD ["python", "/workspace/smoke_test.py"]
- Exact error messages and exit code
- ERROR: failed to prepare extraction snapshot "extract-935200869-1_YW sha256:575708e0278c723f70b90d99a035d9e3c732b376be4e82c30e706750df645ec9": parent snapshot sha256:d543fe4df94c81ce34078015a0366037a0094968c5c3e3c67a057a4371c4d489 does not exist: not found
- ERROR: failed to build: failed to solve: failed to prepare extraction snapshot "extract-935200869-1_YW sha256:575708e0278c723f70b90d99a035d9e3c732b376be4e82c30e706750df645ec9": parent snapshot sha256:d543fe4df94c81ce34078015a0366037a0094968c5c3e3c67a057a4371c4d489 does not exist: not found
- Exit code: 1 (non-zero)
- Failing command/step
- Step: 14/9, exporting to image (exporting to image)
- Missing packages or files mentioned
- No missing packages or files are explicitly mentioned.
- Notable notes:
- Warning: UndefinedVar: Usage of undefined variable '$PYTHONPATH' (line 37)
- The root cause appears to be an extraction snapshot dependency issue during image export (parent snapshot does not exist), not a missing package/file in the build steps.
- Version mismatch information
- No version mismatch is indicated in the log.
- Base image: python:3.11-slim
- Torch/related packages were installed successfully (e.g., timm 1.0.26.dev0 built and installed; torch/torchvision present).FROM python:3.11-slim
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
RUN python -m pip install --upgrade pip
# System dependencies for building and common tools
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
gcc \
g++ \
git \
curl \
ca-certificates \
python3-dev \
pkg-config \
&& rm -rf /var/lib/apt/lists/*
# Install PyTorch and TorchVision (CPU wheels) for broad compatibility
RUN pip install --no-cache-dir --prefer-binary torch torchvision
# Install lightweight Python dependencies
RUN pip install --no-cache-dir numpy pyyaml huggingface_hub safetensors
# Copy the repository
WORKDIR /workspace
COPY . /workspace/
# Build and install this package from source
RUN pip install --no-cache-dir .
# Ensure the repository is discoverable by Python
ENV PYTHONPATH=/workspace:$PYTHONPATH
# Simple smoke test that imports the installed package from source
CMD ["python", "-c", "import timm; print('timm version:', getattr(timm, '__version__', 'unknown'))"]
Concerns: The image installs PyTorch and TorchVision (CPU) which makes the image large and can slow down builds and pulls., Depends on the repository having a valid Python packaging setup (setup.py or pyproject.toml). If packaging is missing or misconfigured, 'pip install .' may fail., The smoke test assumes the installed package exposes a top-level module named 'timm'; if the repository uses a different import path, the test may not reflect the library's real usage.
Smoke [FAIL]: python -c "import timm; print('ok')
Output: sh: 1: Syntax error: Unterminated quoted string
Smoke [FAIL]: python -c "import timm; print('version:', getattr(timm, '__version__', 'unknown'))
Output: sh: 1: Syntax error: Unterminated quoted stringFROM python:3.11-slim
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
RUN python -m pip install --upgrade pip
# System dependencies for building and common tools
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
gcc \
g++ \
git \
curl \
ca-certificates \
python3-dev \
pkg-config \
&& rm -rf /var/lib/apt/lists/*
# Install PyTorch and TorchVision (CPU wheels) for broad compatibility
RUN pip install --no-cache-dir --prefer-binary torch torchvision
# Install lightweight Python dependencies
RUN pip install --no-cache-dir numpy pyyaml huggingface_hub safetensors
# Copy the repository
WORKDIR /workspace
COPY . /workspace/
# Build and install this package from source
RUN pip install --no-cache-dir .
# Create a simple smoke test script to verify installation
RUN bash -lc 'printf "import timm\nprint(\'TIMM OK\', getattr(timm, \"__version__\", \"unknown\"))\n" > /workspace/smoke_test.py'
# Ensure the repository is discoverable by Python
ENV PYTHONPATH=/workspace:$PYTHONPATH
# Simple smoke test that imports the installed package from source
CMD ["python", "/workspace/smoke_test.py"]
Summary (under 1500 chars):
- Exact error message and exit code:
- /bin/sh: 1: Syntax error: "(" unexpected
- Exit code: 2
- Failing command/step:
- [9/9] RUN bash -lc 'printf "import timm\nprint(\'TIMM OK\', getattr(timm, \"__version__\", \"unknown\"))\n" > /workspace/smoke_test.py'
- Missing packages or files mentioned:
- No missing package/file explicitly mentioned. There is a warning: UndefinedVar: Usage of undefined variable '$PYTHONPATH' (line 37) in the Dockerfile snippet, but no missing dependency noted.
- Version mismatch information:
- timm built: 1.0.26.dev0
- Torch (from timm): 2.10.0 (Torch/timm setup indicates compatibility)
- torchvision: 0.25.0
- No explicit version mismatch reported; all listed versions appear satisfied prior to the failing step.
- Additional notes:
- The failure is caused by shell quoting/escaping in the printf command embedded in the RUN instruction. The command attempts to write a Python snippet to /workspace/smoke_test.py, but the nested quotes cause /bin/sh to error. Using a safer quoting method (e.g., a heredoc or proper escaping) should resolve this.FROM python:3.11-slim
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
RUN python -m pip install --upgrade pip
# System dependencies for building and common tools
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
gcc \
g++ \
git \
curl \
ca-certificates \
python3-dev \
pkg-config \
&& rm -rf /var/lib/apt/lists/*
# Install PyTorch and TorchVision (CPU wheels) for broad compatibility
RUN pip install --no-cache-dir --prefer-binary torch torchvision
# Install lightweight Python dependencies
RUN pip install --no-cache-dir numpy pyyaml huggingface_hub safetensors
# Copy the repository
WORKDIR /workspace
COPY . /workspace/
# Build and install this package from source
RUN pip install --no-cache-dir .
# Create a simple smoke test script to verify installation using a here-document
RUN bash -lc 'cat > /workspace/smoke_test.py << "PY"
import timm
print("TIMM OK", getattr(timm, "__version__", "unknown"))
PY'
# Ensure the repository is discoverable by Python
ENV PYTHONPATH=/workspace:$PYTHONPATH
# Simple smoke test that imports the installed package from source
CMD ["python", "/workspace/smoke_test.py"]
#0 building with "default" instance using docker driver
#1 [internal] load build definition from Dockerfile
#1 transferring dockerfile: 1.23kB done
#1 DONE 0.0s
Dockerfile:35
--------------------
33 | # Create a simple smoke test script to verify installation using a here-document
34 | RUN bash -lc 'cat > /workspace/smoke_test.py << "PY"
35 | >>> import timm
36 | print("TIMM OK", getattr(timm, "__version__", "unknown"))
37 | PY'
--------------------
ERROR: failed to build: failed to solve: dockerfile parse error on line 35: unknown instruction: importFROM python:3.11-slim
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
RUN python -m pip install --upgrade pip
# System dependencies for building and common tools
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
gcc \
g++ \
git \
curl \
ca-certificates \
python3-dev \
pkg-config \
&& rm -rf /var/lib/apt/lists/*
# Install PyTorch and TorchVision (CPU wheels) for broad compatibility
RUN pip install --no-cache-dir --prefer-binary torch torchvision
# Install lightweight Python dependencies
RUN pip install --no-cache-dir numpy pyyaml huggingface_hub safetensors
# Copy the repository
WORKDIR /workspace
COPY . /workspace/
# Build and install this package from source
RUN pip install --no-cache-dir .
# Create a simple smoke test script to verify installation
RUN bash -lc 'cat > /workspace/_smoke.py << "PY"\nimport timm\nprint("TIMM_VERSION:", getattr(timm, "__version__", "unknown"))\nPY'
# Ensure the repository is discoverable by Python
ENV PYTHONPATH=/workspace:$PYTHONPATH
# Simple smoke test that imports the installed package from source
CMD ["python", "/workspace/_smoke.py"]
Summary (under 1500 chars):
- Failing command/step:
[9/9] RUN bash -lc 'cat > /workspace/_smoke.py << "PY"\nimport timm\nprint("TIMM_VERSION:", getattr(timm, "__version__", "unknown"))\nPY'
- Exact error message and exit code:
ERROR: failed to build: failed to solve: process "/bin/sh -c bash -lc 'cat > /workspace/_smoke.py << \"PY\"\\nimport timm\\nprint(\"TIMM_VERSION:\", getattr(timm, \"__version__\", \"unknown\"))\\nPY'" did not complete successfully: exit code: 2
- Raw error output (most relevant lines):
0.238 bash: line 1: warning: here-document at line 1 delimited by end-of-file (wanted `PYnimport')
0.238 bash: -c: line 1: syntax error near unexpected token `('
0.238 bash: -c: `cat > /workspace/_smoke.py << "PY"\\nimport timm\\nprint("TIMM_VERSION:", getattr(timm, "__version__", "unknown"))\\nPY'
UndefinedVar: Usage of undefined variable '$PYTHONPATH' (line 37)
- Missing packages or files mentioned:
- None explicitly; the failure is about here-document syntax and an undefined environment variable, not missing packages/files.
- Version mismatch info:
- Timelining shows timm was built and installed as timm-1.0.26.dev0 during the build; no explicit version mismatch reported.FROM python:3.11-slim
# Environment settings
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
# Install system dependencies
RUN apt-get update && \
apt-get install -y --no-install-recommends \
build-essential git curl ca-certificates \
pkg-config libjpeg-dev libpng-dev \
&& rm -rf /var/lib/apt/lists/*
# Install PyTorch (CPU wheels to keep image lightweight)
RUN pip install --no-cache-dir torch==2.2.0+cpu torchvision==0.17.0+cpu --index-url https://download.pytorch.org/whl/cpu
# Core Python dependencies
RUN pip install --no-cache-dir pyyaml huggingface_hub safetensors numpy
# Install build tool for local source builds
RUN pip install --no-cache-dir pdm>=2.0
# Copy repository and install the package from source
WORKDIR /workspace
COPY . /workspace
# Install the project from source (builds local package and its dependencies)
RUN pip install --no-cache-dir .
# Smoke test on container start to verify the built package (safe, lightweight)
CMD ["python", "-c", "import timm; print('timm_version=', getattr(timm, '__version__', 'unknown'))"]
# Core VCS and build artifacts .git .gitignore # Python caches __pycache__/ **/*.pyc # Build artifacts build/ dist/ *.egg-info/ # Virtual environments venv/ .env/ .env.* # Pytest / caches pytest_cache/ .mypy_cache/ # System files .DS_Store # Documentation / docs build outputs hfdocs/ docs/ # Local user configs *.local *
- Failing step: [8/8] RUN pip install --no-cache-dir . - Exact error message and exit code: - Error: "ERROR: Directory '.' is not installable. Neither 'setup.py' nor 'pyproject.toml' found." - Exit code: 1 - Failing command: pip install --no-cache-dir . - Missing packages/files mentioned: - No packaging metadata found in the context directory: setup.py or pyproject.toml is missing. - Version mismatch / dependency notes: - pip's dependency resolver reports a conflict: requests 2.28.1 requires urllib3<1.27,>=1.21.1, but you have urllib3 2.6.3 which is incompatible.
from .version import __version__ as __version__
from .layers import (
is_scriptable as is_scriptable,
is_exportable as is_exportable,
set_scriptable as set_scriptable,
set_exportable as set_exportable,
)
from .models import (
create_model as create_model,
list_models as list_models,
list_pretrained as list_pretrained,
is_model as is_model,
list_modules as list_modules,
model_entrypoint as model_entrypoint,
is_model_pretrained as is_model_pretrained,
get_pretrained_cfg as get_pretrained_cfg,
get_pretrained_cfg_value as get_pretrained_cfg_value,
)
FROM pytorch/pytorch:2.2.0-cpu
# Environment settings
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
# System dependencies
RUN apt-get update && \
apt-get install -y --no-install-recommends \
build-essential git curl ca-certificates \
pkg-config libjpeg-dev libpng-dev \
&& rm -rf /var/lib/apt/lists/*
# Python dependencies (bypass PyPI caching issues on some hosts)
RUN python -m pip install --no-cache-dir --upgrade pip
RUN pip install --no-cache-dir pyyaml huggingface_hub safetensors numpy
# Copy repository and install the package from source
WORKDIR /workspace
COPY . /workspace
# Install the project from source (builds local package and its dependencies)
RUN pip install --no-cache-dir --upgrade setuptools wheel
RUN pip install --no-cache-dir -e .
# Smoke test on container start to verify the built package (safe, lightweight)
CMD ["python", "-c", "import timm; print('timm_version=', getattr(timm, '__version__', 'unknown'))"]
FROM python:3.11-slim
# Environment settings
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
# System dependencies
RUN apt-get update && \
apt-get install -y --no-install-recommends \
build-essential git curl ca-certificates \
pkg-config libjpeg-dev libpng-dev \
&& rm -rf /var/lib/apt/lists/*
# Python dependencies and PyTorch CPU wheels
RUN python -m pip install --no-cache-dir --upgrade pip
RUN pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu
RUN pip install --no-cache-dir pyyaml huggingface_hub safetensors numpy
# Copy repository and install the package from source
WORKDIR /workspace
COPY . /workspace
# Build the project from source (builds local package and its dependencies)
RUN pip install --no-cache-dir --upgrade setuptools wheel
RUN pip install --no-cache-dir -e .
# Smoke test on container start to verify the built package (safe, lightweight)
CMD ["python", "-c", "import timm; print('timm_version=', getattr(timm, '__version__', 'unknown'))"]
Summary: - Failing step (Dockerfile): [9/9] RUN pip install --no-cache-dir -e . - Exact error message and exit code: - "ERROR: file:///workspace does not appear to be a Python project: neither 'setup.py' nor 'pyproject.toml' found." - Exit code: 1 - Failing command/step details: - Command: pip install --no-cache-dir -e . - Context: building from /workspace (editable install of the local project) - Missing packages/files mentioned: - Missing Python project metadata in /workspace: neither setup.py nor pyproject.toml found - Version mismatch / environment notes: - Base image: python:3.11-slim - Python/pip context prior steps show pip upgraded to 26.0.1, but there is no explicit version mismatch causing the failure; the error is due to missing project configuration files rather than a version issue.
FROM python:3.11-slim
# Environment settings
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
# System dependencies
RUN apt-get update && \
apt-get install -y --no-install-recommends \
build-essential git curl ca-certificates \
pkg-config libjpeg-dev libpng-dev \
&& rm -rf /var/lib/apt/lists/*
# Python dependencies and PyTorch CPU wheels
RUN python -m pip install --no-cache-dir --upgrade pip
RUN pip install --no-cache-dir torch==2.2.0+cpu torchvision==0.17.0+cpu --index-url https://download.pytorch.org/whl/cpu
RUN pip install --no-cache-dir pyyaml huggingface_hub safetensors numpy
# Copy repository
WORKDIR /workspace
COPY . /workspace
# Smoke test at runtime will import from source path; no need to install the package from source here
# End with a safe, lightweight smoke test that imports timm from the repository path
CMD ["python", "-c", "import sys; sys.path.insert(0, '/workspace'); import timm; print('timm_version=', getattr(timm, '__version__', 'unknown'))"]
Concerns: Does not build the library from source; there is no installation (e.g., pip install -e .) or build step to compile or set up the package from /workspace., Smoke test assumes a top-level timm package is importable from /workspace; if the repository layout changes (different package name, missing __version__), the test will fail., Installing sizable PyTorch CPU wheels increases image size and may introduce network/build-time fragility; no verification is performed that the library itself builds or installs correctly from source.
FROM python:3.11-slim
# Environment settings
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
# System dependencies
RUN apt-get update && \
apt-get install -y --no-install-recommends \
build-essential git curl ca-certificates \
pkg-config libjpeg-dev libpng-dev \
&& rm -rf /var/lib/apt/lists/*
# PyTorch CPU wheels to keep image lightweight
RUN python -m pip install --no-cache-dir --upgrade pip
RUN pip install --no-cache-dir torch==2.2.0+cpu torchvision==0.17.0+cpu --index-url https://download.pytorch.org/whl/cpu
# Core Python dependencies
RUN pip install --no-cache-dir pyyaml huggingface_hub safetensors numpy
# Copy repository
WORKDIR /workspace
COPY . /workspace
# Do not install the package here; rely on importing from source to validate build from source
# Smoke test: ensure repo's timm package is importable from source
CMD ["python", "-c", "import sys; sys.path.insert(0, '/workspace'); import timm; print('timm_version=', getattr(timm, '__version__', 'unknown'))"]
Concerns: The smoke test relies on importing timm from the repository source; if the repo layout doesn't expose timm as a package at top level, the import may fail., The image pulls a large PyTorch CPU wheel which increases image size; consider if it's necessary for a smoke test of a library., No explicit validation of timm's build extensions or companion dependencies beyond import; could add a quick run of a small timm function if available.
Smoke [FAIL]: python -c 'import timm; print("timm_version=", getattr(timm, "__version__", "unknown"))
Output: sh: 1: Syntax error: Unterminated quoted string
Smoke [FAIL]: python -c 'import torch, numpy; print("torch=", torch.__version__); print("numpy=", numpy.__version__)
Output: sh: 1: Syntax error: Unterminated quoted stringFROM python:3.11-slim
# Environment settings
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
# System dependencies
RUN apt-get update && \
apt-get install -y --no-install-recommends \
build-essential git curl ca-certificates \
pkg-config libjpeg-dev libpng-dev \
&& rm -rf /var/lib/apt/lists/*
# PyTorch CPU wheels to keep image lightweight
RUN python -m pip install --no-cache-dir --upgrade pip
RUN pip install --no-cache-dir torch==2.2.0+cpu torchvision==0.17.0+cpu --index-url https://download.pytorch.org/whl/cpu
# Core Python dependencies
RUN pip install --no-cache-dir pyyaml huggingface_hub safetensors numpy
# Copy repository
WORKDIR /workspace
COPY . /workspace
# Smoke test: ensure repo's timm package is importable from source
# Create a small verify script to test import without relying on packaging
RUN bash -lc 'echo -e "import sys\nsys.path.insert(0, \'/workspace\')\ntry:\n import timm\n print(\"timm_version=\", getattr(timm, \"__version__\", \"unknown\"))\nexcept Exception as e:\n print(\"error:\", type(e).__name__, e)" > /workspace/verify.py'
CMD ["python", "/workspace/verify.py"]
Summary (under 1500 chars)
- Exact error message and exit code
- /bin/sh: 1: Syntax error: ")" unexpected
- The command exited with code 2
- Failing command/step
- Step [8/8] RUN bash -lc 'echo -e "import sys\nsys.path.insert(0, '/workspace')\ntry:\n import timm\n print("timm_version=", getattr(timm, "__version__", "unknown"))\nexcept Exception as e:\n print("error:", type(e).__name__, e)" > /workspace/verify.py'
- Missing packages or files mentioned
- No missing packages/files reported. The failure is caused by a shell quoting/escaping issue in the RUN command, not a missing dependency.
- Version mismatch info
- Base image: python:3.11-slim
- PyTorch CPU wheels: torch==2.2.0+cpu and torchvision==0.17.0+cpu (installed earlier)
- No explicit version mismatch reported. The error is due to a syntax/quoting error in the command, not a version issue.FROM python:3.11-slim
# Environment settings
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
# System dependencies
RUN apt-get update && \
apt-get install -y --no-install-recommends \
build-essential git curl ca-certificates \
pkg-config libjpeg-dev libpng-dev \
&& rm -rf /var/lib/apt/lists/*
# PyTorch CPU wheels to keep image lightweight
RUN python -m pip install --no-cache-dir --upgrade pip
RUN pip install --no-cache-dir torch==2.2.0+cpu torchvision==0.17.0+cpu --index-url https://download.pytorch.org/whl/cpu
# Core Python dependencies
RUN pip install --no-cache-dir pyyaml huggingface_hub safetensors numpy
# Copy repository
WORKDIR /workspace
COPY . /workspace
# Build/install the package from source
RUN pip install --no-cache-dir --upgrade setuptools wheel
RUN pip install --no-cache-dir -e .
# Smoke test: ensure repo's timm package is importable from source
CMD ["python", "-c", "import timm; print('timm_version=', timm.__version__)"]
Exact error and exit code: - ERROR: file:///workspace does not appear to be a Python project: neither 'setup.py' nor 'pyproject.toml' found. - Exit code: 1 Failing command/step: - [9/9] RUN pip install --no-cache-dir -e . Missing packages or files mentioned: - Missing Python project metadata in /workspace: neither setup.py nor pyproject.toml found. Version mismatch information: - No version mismatch errors reported. Base image is python:3.11-slim; failure arises from missing packaging config for an editable install, not from a version conflict.
FROM python:3.11-slim
# Environment settings
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
# System dependencies
RUN apt-get update && \
apt-get install -y --no-install-recommends \
build-essential git curl ca-certificates \
pkg-config libjpeg-dev libpng-dev \
&& rm -rf /var/lib/apt/lists/*
# PyTorch CPU wheels to keep image lightweight
RUN python -m pip install --no-cache-dir --upgrade pip
RUN pip install --no-cache-dir torch==2.2.0+cpu torchvision==0.17.0+cpu --index-url https://download.pytorch.org/whl/cpu
# Core Python dependencies
RUN pip install --no-cache-dir pyyaml huggingface_hub safetensors numpy
# Copy repository
WORKDIR /workspace
COPY . /workspace
# Ensure the repository is importable from the container
ENV PYTHONPATH=/workspace:$PYTHONPATH
# Smoke test: ensure repo's timm package is importable from source
CMD ["python", "-c", "import sys; sys.path.insert(0, '/workspace'); import timm; print('timm_version=', getattr(timm, '__version__', 'unknown'))"]
Smoke [FAIL]: python -c \"import sys; sys.path.insert(0, '/workspace'); import timm; print('timm_version=', getattr(timm, '__version__', 'unknown'))\
Output: sh: 1: Syntax error: word unexpected (expecting ")")
Smoke [FAIL]: python -c \"import torch; print('torch_version=', torch.__version__)\
Output: sh: 1: Syntax error: word unexpected (expecting ")")FROM python:3.11-slim
# Environment settings
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
# System dependencies
RUN apt-get update && \
apt-get install -y --no-install-recommends \
build-essential git ca-certificates \
pkg-config libjpeg-dev libpng-dev \
&& rm -rf /var/lib/apt/lists/*
# PyTorch CPU wheels to keep image lightweight
RUN python -m pip install --no-cache-dir --upgrade pip
RUN pip install --no-cache-dir torch==2.2.0+cpu torchvision==0.17.0+cpu --index-url https://download.pytorch.org/whl/cpu
# Core Python dependencies
RUN pip install --no-cache-dir pyyaml huggingface_hub safetensors numpy
# Copy repository
WORKDIR /workspace
COPY . /workspace
# Ensure the repository is importable from the container
ENV PYTHONPATH=/workspace:$PYTHONPATH
# Smoke test: verify the repository can be imported as a package from source
RUN printf '%s
' 'import sys' 'sys.path.insert(0, "/workspace")' 'try:' ' import timm' ' print("timm_version=", getattr(timm, "__version__", "unknown"))' 'except Exception as e:' ' print("error:", type(e).__name__, e)' > /workspace/verify_import.py
CMD ["python", "/workspace/verify_import.py"]
#0 building with "default" instance using docker driver
#1 [internal] load build definition from Dockerfile
#1 transferring dockerfile: 1.22kB done
#1 DONE 0.0s
Dockerfile:30
--------------------
28 | # Smoke test: verify the repository can be imported as a package from source
29 | RUN printf '%s
30 | >>> ' 'import sys' 'sys.path.insert(0, "/workspace")' 'try:' ' import timm' ' print("timm_version=", getattr(timm, "__version__", "unknown"))' 'except Exception as e:' ' print("error:", type(e).__name__, e)' > /workspace/verify_import.py
31 |
32 | CMD ["python", "/workspace/verify_import.py"]
--------------------
ERROR: failed to build: failed to solve: dockerfile parse error on line 30: unknown instruction: 'FROM python:3.11-slim
# Environment settings
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
# System dependencies
RUN apt-get update && \
apt-get install -y --no-install-recommends \
build-essential git curl ca-certificates \
pkg-config libjpeg-dev libpng-dev \
&& rm -rf /var/lib/apt/lists/*
# PyTorch CPU wheels to keep image lightweight
RUN python -m pip install --no-cache-dir --upgrade pip
RUN pip install --no-cache-dir torch==2.2.0+cpu torchvision==0.17.0+cpu --index-url https://download.pytorch.org/whl/cpu
# Core Python dependencies
RUN pip install --no-cache-dir pyyaml huggingface_hub safetensors numpy
# Install build tool for local source builds
RUN pip install --no-cache-dir build
WORKDIR /workspace
COPY . /workspace
# Build the wheel from the repository
RUN python -m build --wheel
# Install the built wheel
RUN pip install --no-cache-dir dist/*.whl
# Smoke test: verify the installed package
CMD ["python", "-c", "import timm; print('timm_version=', getattr(timm, '__version__', 'unknown'))"]
- Failing command/step: [ 9/10] RUN python -m build --wheel - Exact error message: "ERROR Source /workspace does not appear to be a Python project: no pyproject.toml or setup.py" - Exit code: 1 - Missing files mentioned: pyproject.toml or setup.py (in /workspace) - Version mismatch info: None shown in the output
FROM python:3.11-slim
# Basic environment
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
# System dependencies
RUN apt-get update && \
apt-get install -y --no-install-recommends \
build-essential git curl ca-certificates \
pkg-config libjpeg-dev libpng-dev \
&& rm -rf /var/lib/apt/lists/*
# PyTorch CPU wheels (lightweight for CPU-only testing)
RUN python -m pip install --no-cache-dir --upgrade pip
RUN pip install --no-cache-dir torch==2.2.0+cpu torchvision==0.17.0+cpu --index-url https://download.pytorch.org/whl/cpu
# Build tooling (pdm)
RUN pip install --no-cache-dir pdm>=2.0
WORKDIR /workspace
COPY . /workspace
# Build and install the package from source using pdm
RUN pdm install --no-self
RUN pdm build -f wheel
RUN pip install --no-cache-dir dist/*.whl
# Smoke test on startup: verify package import and version
CMD ["python", "-c", "import sys; sys.path.insert(0, '/workspace'); import timm; print('timm_version=', getattr(timm, '__version__', 'unknown'))"]
- Failing step: [ 8/10] RUN pdm install --no-self - Exact error message and exit code: - ERROR: process "/bin/sh -c pdm install --no-self" did not complete successfully: exit code: 1 - [ProjectError]: The pyproject.toml has not been initialized yet. You can do this by running `pdm init`. - Missing packages/files mentioned: - pyproject.toml has not been initialized (missing/initialization step required) - Version mismatch / dependency note: - requests 2.28.1 requires urllib3<1.27,>=1.21.1, but you have urllib3 2.6.3 which is incompatible - Additional context: - Warning: Lockfile does not exist (PDM is updating the lock file)
FROM python:3.11-slim
# Basic environment
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
# System dependencies
RUN apt-get update && \
apt-get install -y --no-install-recommends \
build-essential git curl ca-certificates \
pkg-config libjpeg-dev libpng-dev \
&& rm -rf /var/lib/apt/lists/*
# PyTorch CPU wheels (lightweight for CPU-only)
RUN python -m pip install --no-cache-dir --upgrade pip
RUN pip install --no-cache-dir torch==2.2.0+cpu torchvision==0.17.0+cpu --index-url https://download.pytorch.org/whl/cpu
# Core Python dependencies
RUN pip install --no-cache-dir pyyaml huggingface_hub safetensors numpy
# Copy repository
WORKDIR /workspace
COPY . /workspace
# Build and install the package from source (PEP 517)
RUN pip install --no-cache-dir --upgrade setuptools wheel
RUN pip install --no-cache-dir --use-pep517 .
# Smoke test: import timm from the installed package
CMD ["python", "-c", "import sys; sys.path.insert(0, '/workspace'); import timm; print('timm_version=', getattr(timm, '__version__', 'unknown'))"]
- Failing step: [9/9] RUN pip install --no-cache-dir --use-pep517 . - Exact error message and exit code: - ERROR: Directory '.' is not installable. Neither 'setup.py' nor 'pyproject.toml' found. - exit code: 1 - Missing packages or files mentioned: - setup.py or pyproject.toml not found in the current directory (i.e., the package is missing packaging metadata for PEP 517 installation). - Version/mismatch information: - No explicit version mismatch information present. The build uses Python 3.11-slim as base and attempts to install Torch 2.2.0+cpu and torchvision 0.17.0+cpu earlier, but the failure is due to missing packaging configuration, not a version conflict.
FROM pytorch/pytorch:2.2.0-cpu-py311
# Lightweight PyTorch CPU image as base
ENV DEBIAN_FRONTEND=noninteractive
# System dependencies
RUN apt-get update \
&& apt-get install -y --no-install-recommends \
git \
build-essential \
cmake \
ca-certificates \
&& rm -rf /var/lib/apt/lists/*
WORKDIR /workspace
# Pre-copy build configuration to leverage caching
COPY pyproject.toml ./
# Install build tooling and editable package installer
RUN python -m pip install --no-cache-dir --upgrade pip setuptools wheel \
&& python -m pip install --no-cache-dir pdm
# Copy the rest of the repository
COPY . .
# Build and install the package from source (editable) using PDM backend
RUN python -m pip install --no-cache-dir -e .
# Smoke test: ensure the package can be imported and a version is reported
CMD ["python", "-c", "import timm; print(getattr(timm, '__version__', 'unknown'))"]
FROM python:3.11-slim
# Use a lightweight Python base image and build from source
ENV DEBIAN_FRONTEND=noninteractive
# System dependencies for building Python packages and PyTorch
RUN apt-get update \
&& apt-get install -y --no-install-recommends \
build-essential \
cmake \
git \
ca-certificates \
curl \
pkg-config \
libjpeg-dev \
zlib1g-dev \
libpng-dev \
&& rm -rf /var/lib/apt/lists/*
WORKDIR /workspace
# Pre-copy build config to leverage cache
COPY pyproject.toml ./
# Install Python build tooling
RUN python -m pip install --no-cache-dir --upgrade pip setuptools wheel \
&& python -m pip install --no-cache-dir torch==2.2.0+cpu torchvision==0.17.1+cpu --index-url https://download.pytorch.org/whl/cpu \
&& python -m pip install --no-cache-dir numpy
# Copy the rest of the repository
COPY . .
# Install the package from source (editable) so imports work during smoke tests
RUN python -m pip install --no-cache-dir -e .
# Smoke test: import timm
CMD ["python", "-c", "import timm; print('import ok')"]
# Ignore VCS and build artifacts .git .git/ *.pyc __pycache__/ build/ dist/ *.egg-info/ # Hazards **/__pycache__/ *.log # Node modules and dependencies for front-end if any node_modules/ # HF caches and large weights used in tests *.pt *.pth .cache/
Error summary:
- Exact error message and exit code
- Exit code: 1
- ERROR: Cannot install torch==2.2.0+cpu and torchvision==0.17.1+cpu because these package versions have conflicting dependencies.
- The conflict is caused by:
- The user requested torch==2.2.0+cpu
- torchvision 0.17.1+cpu depends on torch==2.2.1
- Additionally, some packages in these conflicts have no matching distributions available for your environment:
- torch
- To fix this you could try to:
- 1. loosen the range of package versions you've specified
- 2. remove package versions to allow pip to attempt to solve the dependency conflict
- ResolutionImpossible: for help visit https://pip.pypa.io/en/latest/topics/dependency-resolution/#dealing-with-dependency-conflicts
- Failing command/step
- Step: [5/7] RUN python -m pip install --no-cache-dir --upgrade pip setuptools wheel && python -m pip install --no-cache-dir torch==2.2.0+cpu torchvision==0.17.1+cpu --index-url https://download.pytorch.org/whl/cpu && python -m pip install --no-cache-dir numpy
- Missing packages/files mentioned
- torch has no matching distributions available for this environment
- torchvision 0.17.1+cpu depends on torch==2.2.1 (version mismatch with requested torch==2.2.0+cpu)
- Version mismatch info
- torchvision 0.17.1+cpu requires torch==2.2.1, but the Dockerfile pins torch to 2.2.0+cpu, causing the dependency conflict.FROM python:3.11-slim
# Use a lightweight Python base image and build from source
ENV DEBIAN_FRONTEND=noninteractive
# System dependencies for building Python packages and PyTorch
RUN apt-get update \
&& apt-get install -y --no-install-recommends \
build-essential \
cmake \
git \
ca-certificates \
curl \
pkg-config \
libjpeg-dev \
zlib1g-dev \
libpng-dev \
&& rm -rf /var/lib/apt/lists/*
WORKDIR /workspace
# Pre-copy build config to leverage cache
COPY pyproject.toml ./
# Install Python build tooling
RUN python -m pip install --no-cache-dir --upgrade pip setuptools wheel \
&& python -m pip install --no-cache-dir pdm
# Copy the rest of the repository
COPY . .
# Install PyTorch (CPU) and torchvision with compatible versions
RUN python -m pip install --no-cache-dir --upgrade pip \
&& python -m pip install --no-cache-dir torch==2.2.1+cpu torchvision==0.17.1+cpu --index-url https://download.pytorch.org/whl/cpu \
&& python -m pip install --no-cache-dir numpy
# Install the package from source (editable) so imports work during smoke tests
RUN python -m pip install --no-cache-dir -e .
# Smoke test: import timm
CMD ["python", "-c", "import timm; print('import ok')"]
Concerns: Image size may be large due to CPU-only PyTorch wheel; consider slimming the base image or using a lighter prebuilt wheel if possible.
Smoke [FAIL]: python -c 'import timm; print("import timm ok")
Output: sh: 1: Syntax error: Unterminated quoted string
Smoke [FAIL]: python -c 'import timm; print(timm.__version__)
Output: sh: 1: Syntax error: Unterminated quoted string
Smoke [FAIL]: python -c 'import torch; print(torch.__version__)
Output: sh: 1: Syntax error: Unterminated quoted stringFROM python:3.11-slim
# Use a lightweight Python base image and build from source
ENV DEBIAN_FRONTEND=noninteractive
# System dependencies for building Python packages and PyTorch
RUN apt-get update \
&& apt-get install -y --no-install-recommends \
build-essential \
cmake \
git \
ca-certificates \
curl \
pkg-config \
libjpeg-dev \
zlib1g-dev \
libpng-dev \
&& rm -rf /var/lib/apt/lists/*
WORKDIR /workspace
# Pre-copy build config to leverage cache
COPY pyproject.toml ./
# Install Python build tooling
RUN python -m pip install --no-cache-dir --upgrade pip setuptools wheel \
&& python -m pip install --no-cache-dir pdm
# Copy the rest of the repository
COPY . .
# Install PyTorch (CPU) and torchvision with compatible versions
RUN python -m pip install --no-cache-dir --upgrade pip \
&& python -m pip install --no-cache-dir torch==2.2.1+cpu torchvision==0.17.1+cpu --index-url https://download.pytorch.org/whl/cpu \
&& python -m pip install --no-cache-dir numpy
# Install the package from source (editable) so imports work during smoke tests
RUN python -m pip install --no-cache-dir -e .
# Smoke test: import timm
CMD ["python", "-c", "import timm; print(timm.__version__)" ]
Concerns: CPU PyTorch wheel may lead to a large image size and longer build times., Torch 2.2.1+cpu and torchvision 0.17.1+cpu compatibility should be verified.
Smoke [FAIL]: python -c 'import timm; print(timm.__version__)
Output: sh: 1: Syntax error: Unterminated quoted string
Smoke [FAIL]: python -c 'import timm; from timm import create_model; m = create_model("resnet18", pretrained=False); print(type(m).__name__)
Output: sh: 1: Syntax error: Unterminated quoted stringFROM python:3.11-slim
# Use a lightweight Python base image and build from source
ENV DEBIAN_FRONTEND=noninteractive
# System dependencies for building Python packages and PyTorch
RUN apt-get update \
&& apt-get install -y --no-install-recommends \
build-essential \
cmake \
git \
ca-certificates \
curl \
pkg-config \
libjpeg-dev \
zlib1g-dev \
libpng-dev \
&& rm -rf /var/lib/apt/lists/*
WORKDIR /workspace
# Pre-copy build config to leverage cache
COPY pyproject.toml ./
# Install Python build tooling
RUN python -m pip install --no-cache-dir --upgrade pip setuptools wheel \
&& python -m pip install --no-cache-dir pdm
# Copy the rest of the repository
COPY . .
# Install PyTorch (CPU) and torchvision with compatible versions
RUN python -m pip install --no-cache-dir --upgrade pip \
&& python -m pip install --no-cache-dir torch==2.2.0+cpu torchvision==0.17.0+cpu --index-url https://download.pytorch.org/whl/cpu \
&& python -m pip install --no-cache-dir numpy
# Install the package from source (editable) so imports work during smoke tests
RUN python -m pip install --no-cache-dir -e .
# Smoke test: import timm
CMD ["python", "-c", "import timm; print('import ok')"]
Concerns: The build relies on editable installation of the package via 'pip install -e .', which depends on the project's build backend specified in pyproject.toml (e.g., PDM). If the build backend isn't compatible with 'pip install -e .', the install could fail in some environments., Smoke tests assume the top-level import 'import timm' works. If the repository's package name or top-level module differs, the smoke test will fail.
Smoke [FAIL]: python -c 'import timm; print("import ok")
Output: sh: 1: Syntax error: Unterminated quoted string
Smoke [FAIL]: python -c 'import torch; print("torch ok:", torch.__version__)
Output: sh: 1: Syntax error: Unterminated quoted string
Smoke [FAIL]: python -c 'import timm, numpy as np; print("timm ok:", timm.__version__); print("numpy ok:", np.__version__)
Output: sh: 1: Syntax error: Unterminated quoted stringFROM python:3.11-slim
# Use a lightweight Python base image and build from source
ENV DEBIAN_FRONTEND=noninteractive
# System dependencies for building Python packages and PyTorch
RUN apt-get update \
&& apt-get install -y --no-install-recommends \
build-essential \
cmake \
git \
ca-certificates \
curl \
pkg-config \
libjpeg-dev \
zlib1g-dev \
libpng-dev \
&& rm -rf /var/lib/apt/lists/*
WORKDIR /workspace
# Pre-copy build config to leverage cache
COPY pyproject.toml ./
# Install Python build tooling
RUN python -m pip install --no-cache-dir --upgrade pip setuptools wheel \
&& python -m pip install --no-cache-dir pdm
# Copy the rest of the repository
COPY . .
# Install PyTorch (CPU) and torchvision with compatible versions (CPU wheels from PyTorch index)
RUN python -m pip install --no-cache-dir --upgrade pip \
&& python -m pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu \
&& python -m pip install --no-cache-dir numpy
# Install the package from source (editable) so imports work during smoke tests
RUN python -m pip install --no-cache-dir -e .
# Smoke test: run a small script to verify import
COPY smoke_test.py ./smoke_test.py
CMD ["python", "smoke_test.py"]
import timm
print('import_ok')
Concerns: PyTorch CPU wheel installation can be slow or fail in restricted/build environments; consider pinning versions or caching wheels., Editable install (-e .) relies on the project's build backend specified in pyproject.toml; if the project uses a backend other than setuptools (e.g., Poetry/PD M), this may fail. Consider using the project's recommended installer (e.g., pdm) or ensure compatibility., The smoke test depends on smoke_test.py existing in the repository; ensure it is present and doesn’t rely on environment-specific paths.
Smoke [FAIL]: python -c 'import torch, torchvision; print("torch ok", torch.__version__, torchvision.__version__)
Output: sh: 1: Syntax error: Unterminated quoted string
Smoke [PASS]: python smoke_test.pySmoke [FAIL]: python -c 'import torch; print("torch:", torch.__version__)
Output: sh: 1: Syntax error: Unterminated quoted string
Smoke [FAIL]: python -c 'import numpy; print("numpy:", numpy.__version__)
Output: sh: 1: Syntax error: Unterminated quoted string
Smoke [FAIL]: python -c 'import sys; print("python version:", sys.version.split()[0])
Output: sh: 1: Syntax error: Unterminated quoted stringFROM python:3.11-slim
# Use a lightweight Python base image and build from source
ENV DEBIAN_FRONTEND=noninteractive
# System dependencies for building Python packages
RUN apt-get update \
&& apt-get install -y --no-install-recommends \
build-essential \
cmake \
git \
ca-certificates \
curl \
pkg-config \
libjpeg-dev \
zlib1g-dev \
libpng-dev \
&& rm -rf /var/lib/apt/lists/*
WORKDIR /workspace
# Pre-copy build config to leverage cache
COPY pyproject.toml ./
# Install Python build tooling
RUN python -m pip install --no-cache-dir --upgrade pip setuptools wheel \
&& python -m pip install --no-cache-dir pdm
# Copy the rest of the repository
COPY . .
# Install PyTorch (CPU) and torchvision with compatible CPU wheels
RUN python -m pip install --no-cache-dir --upgrade pip \
&& python -m pip install --no-cache-dir torch==2.2.0+cpu torchvision==0.17.0+cpu --index-url https://download.pytorch.org/whl/cpu \
&& python -m pip install --no-cache-dir numpy
# Install the package from source (editable) so imports work during smoke tests
RUN python -m pip install --no-cache-dir -e .
# Smoke test: run a small script to verify import
COPY smoke_test.py ./smoke_test.py
CMD ["python", "smoke_test.py"]
Concerns: Potential mismatch between PyTorch CPU wheels: torch==2.2.0+cpu and torchvision==0.17.0+cpu may not be compatible; verify that the selected torchvision wheel matches the torch version from the PyTorch CPU wheel index., Editable install (-e .) relies on a valid packaging setup (pyproject.toml / build backend); ensure the project is correctly configured for editable installs to avoid build errors during docker image creation., Smoke test relies on smoke_test.py; ensure it exists in the repo and does import/verification as expected, otherwise the CMD may fail during build-time smoke tests.
Smoke [FAIL]: python -c "import torch, torchvision, numpy; print('ok')
Output: sh: 1: Syntax error: Unterminated quoted string
Smoke [FAIL]: python -c "import {package}; print('ok')
Output: sh: 1: Syntax error: Unterminated quoted stringFROM python:3.11-slim
# Use a lightweight Python base image and build from source
ENV DEBIAN_FRONTEND=noninteractive
# System dependencies for building Python packages
RUN apt-get update \
&& apt-get install -y --no-install-recommends \
build-essential \
cmake \
git \
ca-certificates \
curl \
pkg-config \
libjpeg-dev \
zlib1g-dev \
libpng-dev \
&& rm -rf /var/lib/apt/lists/*
WORKDIR /workspace
# Copy build config first to leverage cache
COPY pyproject.toml ./
# Base Python tooling
RUN python -m pip install --no-cache-dir --upgrade pip setuptools wheel
# Copy the rest of the repository
COPY . .
# Install CPU PyTorch and torchvision with compatible versions
RUN python -m pip install --no-cache-dir --upgrade pip \
&& python -m pip install --no-cache-dir torch==2.2.1+cpu torchvision==0.17.1+cpu --index-url https://download.pytorch.org/whl/cpu \
&& python -m pip install --no-cache-dir numpy
# Install the package from source (non-editable) so imports work during smoke tests
RUN python -m pip install --no-cache-dir .
# Smoke test: run a small script to verify import
COPY smoke_test.py ./smoke_test.py
CMD ["python", "smoke_test.py"]
Concerns: Potential mismatch of PyTorch/torchvision versions with Python 3.11 if the specified wheels are not truly compatible (though the Dockerfile claims compatibility)., The smoke_test.py is copied after a generic COPY . ., which is redundant; if smoke_test.py is not present in the build context, it would fail (though it appears intended to be included)., The smoke test checks may not directly exercise the project's own package name; it only verifies PyTorch and NumPy importability, which may miss issues in the library packaging itself.
Smoke [FAIL]: python -c \"import torch, torchvision; print('torch', torch.__version__); print('torchvision', torchvision.__version__)\
Output: sh: 1: Syntax error: word unexpected (expecting ")")
Smoke [FAIL]: python -c \"import numpy as np; print('numpy', np.__version__)\
Output: sh: 1: Syntax error: word unexpected (expecting ")")
Smoke [FAIL]: python -c \"import sys; print('python', sys.version)\
Output: sh: 1: Syntax error: word unexpected (expecting ")")FROM python:3.11-slim
# Use a lightweight Python base image and build from source
ENV DEBIAN_FRONTEND=noninteractive
# System dependencies for building Python packages
RUN apt-get update \
&& apt-get install -y --no-install-recommends \
build-essential \
cmake \
git \
ca-certificates \
curl \
pkg-config \
libjpeg-dev \
zlib1g-dev \
libpng-dev \
&& rm -rf /var/lib/apt/lists/*
WORKDIR /workspace
# Copy build config first to leverage cache
COPY pyproject.toml ./
# Base Python tooling
RUN python -m pip install --no-cache-dir --upgrade pip setuptools wheel \
&& python -m pip install --no-cache-dir pdm
# Copy the rest of the repository
COPY . .
# Install PyTorch (CPU) and torchvision with compatible CPU wheels
RUN python -m pip install --no-cache-dir --upgrade pip \
&& python -m pip install --no-cache-dir torch==2.2.1+cpu torchvision==0.17.1+cpu --index-url https://download.pytorch.org/whl/cpu \
&& python -m pip install --no-cache-dir numpy
# Install package from source
RUN python -m pip install --no-cache-dir -e .
# Smoke test: run a small script to verify import
COPY smoke_test.py ./smoke_test.py
CMD ["python", "smoke_test.py"]
Smoke [PASS]: python smoke_test.py
Smoke [FAIL]: python -c "import torch; print('torch', torch.__version__)
Output: sh: 1: Syntax error: Unterminated quoted string
Smoke [FAIL]: python -c "import numpy; print('numpy', numpy.__version__)
Output: sh: 1: Syntax error: Unterminated quoted stringFROM pytorch/pytorch:2.2.0-cpu-py311
ENV DEBIAN_FRONTEND=noninteractive
# System dependencies for building projects
RUN apt-get update \
&& apt-get install -y --no-install-recommends \
git \
cmake \
build-essential \
ca-certificates \
curl \
&& rm -rf /var/lib/apt/lists/*
WORKDIR /workspace
# Copy build config to leverage cache
COPY pyproject.toml ./
# Build tooling
RUN python -m pip install --no-cache-dir --upgrade pip setuptools wheel \
&& python -m pip install --no-cache-dir pdm
# Copy the repository
COPY . .
# Install the package from source (editable) so imports work during smoke tests
RUN python -m pip install --no-cache-dir -e .
# Smoke test: verify import
COPY smoke_test.py ./smoke_test.py
CMD ["python", "smoke_test.py"]
FROM python:3.11-slim
ENV DEBIAN_FRONTEND=noninteractive
# System dependencies for building Python packages
RUN apt-get update \
&& apt-get install -y --no-install-recommends \
build-essential \
cmake \
git \
ca-certificates \
curl \
pkg-config \
libjpeg-dev \
zlib1g-dev \
libpng-dev \
&& rm -rf /var/lib/apt/lists/*
WORKDIR /workspace
# Copy build config first to leverage caching
COPY pyproject.toml ./
# Base Python tooling
RUN python -m pip install --no-cache-dir --upgrade pip setuptools wheel \
&& python -m pip install --no-cache-dir pdm
# Copy the repository
COPY . .
# Install PyTorch (CPU) and torchvision with compatible CPU wheels
RUN python -m pip install --no-cache-dir --upgrade pip \
&& python -m pip install --no-cache-dir torch==2.2.1+cpu torchvision==0.17.1+cpu --index-url https://download.pytorch.org/whl/cpu \
&& python -m pip install --no-cache-dir numpy
# Install the package from source (editable) so imports work during smoke tests
RUN python -m pip install --no-cache-dir -e .
# Smoke test script
COPY smoke_test.py ./smoke_test.py
CMD ["python", "smoke_test.py"]
Concerns: smoke_test.py may not exist in the build context; docker build will fail if missing, Installing PyTorch CPU wheels increases image size and build time; consider removing if not required by the library, No non-root user is created; consider adding a non-root user for security
Smoke [FAIL]: python -c \"import {package}; print('ok')\
Output: sh: 1: Syntax error: word unexpected (expecting ")")
Smoke [FAIL]: python -c \"import torch; print('torch', torch.__version__)\
Output: sh: 1: Syntax error: word unexpected (expecting ")")
Smoke [FAIL]: python -c \"import numpy; print('numpy', numpy.__version__)\
Output: sh: 1: Syntax error: word unexpected (expecting ")")