Vector Data import causes registry error #1858
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JamesZDonline
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Replies: 3 comments 5 replies
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This is very weird. Can you try running from rastervision.pipeline import registry_
print(registry_.file_systems)and report the output? |
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Darn. I was hoping there was something obvious I'd missed. When I try the import I get the following, so I can't even print the file_systems: I'm wondering if a fresh attempt may be in order. |
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Tried a fresh install in a new conda environment and am stil getting the registry error when I call .get_geojson() Now when I try importing registry_ I get the following: The second part of this seems very strange to me, because I followed the directions for changing environmental variables, and just successfully imported the raster data in the raster import tutorial, which I presume uses gdal? |
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5 replies
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This stack trace suggests that Raster Vision is trying to import Can you try the following?
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Using Python 3.10 fails with |
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Okay, fair enough. 3.10 doesn't work. I have not been able to reproduce your problem, but I did run into some unrelated cv2 import errors when trying to pip install inside a fresh docker image. Regardless, the following works without errors for me:
FROM nvidia/cuda:11.3.1-cudnn8-runtime-ubuntu20.04
RUN apt-get update && \
apt-get install -y wget=1.* build-essential libgl1 curl git tree && \
apt-get autoremove && apt-get autoclean && apt-get clean
ARG PYTHON_VERSION=3.9
RUN wget -q -O ~/miniconda.sh https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \
chmod +x ~/miniconda.sh && \
bash ~/miniconda.sh -b -p /opt/conda && \
rm ~/miniconda.sh
ENV PATH /opt/conda/bin:$PATH
ENV LD_LIBRARY_PATH /opt/conda/lib/:$LD_LIBRARY_PATH
RUN conda install -y python=${PYTHON_VERSION}
RUN python -m pip install --upgrade pip
WORKDIR /opt/src/
RUN pip install rastervision==0.20.2
RUN pip uninstall opencv-python -y
RUN pip uninstall opencv-python-headless -y
RUN pip install opencv-python-headless==4.6.0.66
RUN pip install ipython
CMD ["bash"]Build: DOCKER_BUILDKIT=1 docker build -t rvtest-0.20.2 -f Dockerfile .Run container: docker run --gpus=all --rm --ipc=host -it docker.io/library/rvtest-0.20.2Test RV inside the container: root@74a3ca5a3dcf:/opt/src# ipython
Python 3.9.17 (main, Jul 5 2023, 20:41:20)
Type 'copyright', 'credits' or 'license' for more information
IPython 8.14.0 -- An enhanced Interactive Python. Type '?' for help.
In [1]: from rastervision.core.data import GeoJSONVectorSource, RasterioCRSTransformer
...:
...: img_uri = 'https://s3.amazonaws.com/azavea-research-public-data/raster-vision/examples/spacenet/RGB-PanSharpen_A
...: OI_2_Vegas_img205.tif'
...: label_uri = 'https://s3.amazonaws.com/azavea-research-public-data/raster-vision/examples/spacenet/buildings_AOI_
...: 2_Vegas_img205.geojson'
...:
...: crs_transformer = RasterioCRSTransformer.from_uri(img_uri)
...: vector_source = GeoJSONVectorSource(
...: label_uri, crs_transformer, ignore_crs_field=True)
...: geojson = vector_source.get_geojson()
...: geojson['features'][:3]
2023-08-18 21:55:23:rastervision.pipeline.file_system.utils: INFO - Downloading https://s3.amazonaws.com/azavea-research-public-data/raster-vision/examples/spacenet/buildings_AOI_2_Vegas_img205.geojson to /opt/data/tmp/cache/http/s3.amazonaws.com/azavea-research-public-data/raster-vision/examples/spacenet/buildings_AOI_2_Vegas_img205.geojson...
Out[1]:
[{'type': 'Feature',
'geometry': {'type': 'Polygon',
'coordinates': (((552.0, 587.0),
'coordinates': (((552.0, 587.0),
...I'm not sure what exactly is missing from your environment to cause that behavior you're seeing. |
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Thank you very much for your time and help! I will try through docker on Monday. Looking at the first line, I'm realizing that it (and the documentation) says ubuntu20.04, and my work machine is 22.04. I wonder if that may hold the key. I'll continue experimenting and let you know if I come up with something. |
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I've just released v0.21 which is compatible with Python 3.10. Try installing that and LMK if you encounter any problems. |
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Hello,
I have pip installed rastervision==0.20 in a conda environment and am working my way through the tutorials.
Everything went smoothly for the "Reading Raster Data" tutorial but when I got to the "Reading Vector Data" tutorial I ran into a problem at :
where I get the following error:
Messing around, it seems like any time I try something that internally calls .get_geojson() this happens.
Does anyone know what may be wrong and how I should fix it?
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