Update Dockerfile
Browse files- Dockerfile +7 -31
Dockerfile
CHANGED
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@@ -33,39 +33,15 @@ COPY . .
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ENV FVCORE_CACHE=/root/.torch/iopath_cache
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ENV TORCH_HOME=/root/.torch
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# Create cache directories
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RUN mkdir -p /root/.torch/iopath_cache/s/dgy9c10wykk4lq4 && \
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mkdir -p /root/.torch/iopath_cache/s/u9t7pqwz79q8kw5 && \
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mv "model_final.pth?dl=1" model_final.pth && \
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echo "✓ Model weights downloaded and renamed"
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RUN cd /root/.torch/iopath_cache/s/u9t7pqwz79q8kw5 && \
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wget -q --show-progress https://www.dropbox.com/s/u9t7pqwz79q8kw5/config.yml?dl=1 && \
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mv "config.yml?dl=1" config.yml && \
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echo "✓ Config file downloaded and renamed"
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# Verify the files exist with correct names
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RUN ls -lh /root/.torch/iopath_cache/s/dgy9c10wykk4lq4/ && \
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ls -lh /root/.torch/iopath_cache/s/u9t7pqwz79q8kw5/
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# Verify the model can be loaded
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RUN python3 -c "import os; \
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os.environ['FVCORE_CACHE'] = '/root/.torch/iopath_cache'; \
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os.environ['TORCH_HOME'] = '/root/.torch'; \
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import layoutparser as lp; \
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print('Testing model load...'); \
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model = lp.Detectron2LayoutModel(\
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'lp://PubLayNet/faster_rcnn_R_50_FPN_3x/config',\
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extra_config=['MODEL.ROI_HEADS.SCORE_THRESH_TEST', 0.5],\
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label_map={0: 'Text', 1: 'Title', 2: 'List', 3: 'Table', 4: 'Figure'},\
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); \
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print('✓ Model loaded successfully')"
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EXPOSE 8080
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CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8080"]
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ENV FVCORE_CACHE=/root/.torch/iopath_cache
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ENV TORCH_HOME=/root/.torch
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# Create cache directories and download models with proper naming
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RUN mkdir -p /root/.torch/iopath_cache/s/dgy9c10wykk4lq4 && \
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mkdir -p /root/.torch/iopath_cache/s/u9t7pqwz79q8kw5 && \
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chmod -R 777 /root/.torch && \
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wget -q --show-progress https://www.dropbox.com/s/dgy9c10wykk4lq4/model_final.pth?dl=1 \
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-O /root/.torch/iopath_cache/s/dgy9c10wykk4lq4/model_final.pth && \
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wget -q --show-progress https://www.dropbox.com/s/u9t7pqwz79q8kw5/config.yml?dl=1 \
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-O /root/.torch/iopath_cache/s/u9t7pqwz79q8kw5/config.yml && \
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echo "✓ Model files downloaded successfully"
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EXPOSE 8080
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CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8080"]
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