install open3d and pytorch for evaluation script

[cherepashkin0]

I need to install open3d and pytorch for the evaluation script. If I add these requirements to __init__.py in directory evaluation_script, it will install the packages each time it loads the worker and conflicts with other packages are emerging.

Worker's log

[2023-08-16 10:36:14] INFO WORKER_LOG Using /tmp/tmpx3o5lbrh as temp directory to store data [2023-08-16 10:36:15] INFO No custom requirements for challenge 2120 Collecting open3d==0.13.0 Downloading https://files.pythonhosted.org/packages/c7/d9/c4658870e5d0090b8dc19909ae5b81464c3d40ad3f7c89d2b728df028271/open3d-0.13.0-cp37-cp37m-manylinux2014_x86_64.whl (300.6MB) Requirement already satisfied: pandas>=1.0 in /usr/local/lib/python3.7/site-packages (from open3d==0.13.0) (1.1.4) Requirement already satisfied: setuptools>=40.8.0 in /usr/local/lib/python3.7/site-packages (from open3d==0.13.0) (41.6.0) Collecting ipywidgets>=7.6.0 Downloading https://files.pythonhosted.org/packages/b8/d4/ce436660098b2f456e2b8fdf76d4f33cbc3766c874c4aa2f772c7a5e943f/ipywidgets-8.1.0-py3-none-any.whl (139kB) Requirement already satisfied: numpy>=1.18.0 in /usr/local/lib/python3.7/site-packages (from open3d==0.13.0) (1.21.0) Collecting jupyterlab==3.*,>=3.0.0 Downloading https://files.pythonhosted.org/packages/5f/d5/176f1cf19b87ede0001093c1008260cfa251d4b2e6c82fd294890462692a/jupyterlab-3.6.5-py3-none-any.whl (8.9MB) Collecting pillow>=8.2.0 Downloading https://files.pythonhosted.org/packages/37/95/48565d6beb34deaacda1543b515dab9479b8fa8b9046703fd08ad447ddfe/Pillow-9.5.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.3MB) Collecting jupyter-packaging~=0.10 Downloading https://files.pythonhosted.org/packages/dd/cb/6c4c3e2219c2fe6fff6f9d4bda48da21951c3bd8f39b443a586f13173ea0/jupyter_packaging-0.12.3-py3-none-any.whl Requirement already satisfied: scikit-learn>=0.21 in /usr/local/lib/python3.7/site-packages (from open3d==0.13.0) (0.23.2) Collecting pygments>=2.7.4 Downloading https://files.pythonhosted.org/packages/43/88/29adf0b44ba6ac85045e63734ae0997d3c58d8b1a91c914d240828d0d73d/Pygments-2.16.1-py3-none-any.whl (1.2MB) Requirement already satisfied: matplotlib>=3 in /usr/local/lib/python3.7/site-packages (from open3d==0.13.0) (3.3.3) Collecting wheel>=0.36.0 Downloading https://files.pythonhosted.org/packages/28/f5/6955d7b3a5d71ce6bac104f9cf98c1b0513ad656cdaca8ea7d579196f771/wheel-0.41.1-py3-none-any.whl (64kB) Collecting pyyaml>=5.4.1 Downloading https://files.pythonhosted.org/packages/d7/8f/db62b0df635b9008fe90aa68424e99cee05e68b398740c8a666a98455589/PyYAML-6.0.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (670kB) Collecting addict Downloading https://files.pythonhosted.org/packages/6a/00/b08f23b7d7e1e14ce01419a467b583edbb93c6cdb8654e54a9cc579cd61f/addict-2.4.0-py3-none-any.whl Requirement already satisfied: tqdm in /usr/local/lib/python3.7/site-packages (from open3d==0.13.0) (4.54.0) Requirement already satisfied: pytz>=2017.2 in /usr/local/lib/python3.7/site-packages (from pandas>=1.0->open3d==0.13.0) (2023.3) Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.7/site-packages (from pandas>=1.0->open3d==0.13.0) (2.8.2) Collecting ipython>=6.1.0 Downloading 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cffi>=1.0.1->argon2-cffi-bindings->argon2-cffi->notebookjupyterlab==3.*,>=3.0.0->open3d==0.13.0) (2.21) ERROR: docker-compose 1.27.4 has requirement jsonschema=2.5.1, but you'll have jsonschema 4.17.3 which is incompatible. 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Installing collected packages: ptyprocess, pexpect, traitlets, matplotlib-inline, parso, jedi, pygments, backcall, wcwidth, prompt-toolkit, ipython, widgetsnbextension, comm, jupyterlab-widgets, ipywidgets, tornado, pyzmq, exceptiongroup, sniffio, anyio, terminado, Send2Trash, nest-asyncio, entrypoints, jupyter-core, jupyter-client, argon2-cffi-bindings, argon2-cffi, soupsieve, beautifulsoup4, mistune, webencodings, tinycss2, pkgutil-resolve-name, importlib-resources, jsonschema, fastjsonschema, nbformat, nbclient, pandocfilters, bleach, jupyterlab-pygments, nbconvert, prometheus-client, jupyter-server, rfc3339-validator, python-json-logger, rfc3986-validator, pyyaml, jupyter-events, jupyter-server-fileid, y-py, jupyter-ydoc, aiofiles, aiosqlite, ypy-websocket, jupyter-server-ydoc, ipython-genutils, psutil, debugpy, ipykernel, notebook-shim, nbclassic, notebook, json5, babel, jupyterlab-server, tomli, jupyterlab, pillow, tomlkit, wheel, deprecation, jupyter-packaging, addict, open3d Found existing installation: jsonschema 3.2.0 Uninstalling jsonschema-3.2.0: Successfully uninstalled jsonschema-3.2.0 Found existing installation: PyYAML 5.1 Uninstalling PyYAML-5.1: Successfully uninstalled PyYAML-5.1 Found existing installation: Pillow 7.1.0 Uninstalling Pillow-7.1.0: Successfully uninstalled Pillow-7.1.0 Found existing installation: wheel 0.33.6 Uninstalling wheel-0.33.6: Successfully uninstalled wheel-0.33.6 Successfully installed Send2Trash-1.8.2 addict-2.4.0 aiofiles-22.1.0 aiosqlite-0.19.0 anyio-3.7.1 argon2-cffi-23.1.0 argon2-cffi-bindings-21.2.0 babel-2.12.1 backcall-0.2.0 beautifulsoup4-4.12.2 bleach-6.0.0 comm-0.1.4 debugpy-1.6.7.post1 deprecation-2.1.0 entrypoints-0.4 exceptiongroup-1.1.3 fastjsonschema-2.18.0 importlib-resources-5.12.0 ipykernel-6.16.2 ipython-7.34.0 ipython-genutils-0.2.0 ipywidgets-8.1.0 jedi-0.19.0 json5-0.9.14 jsonschema-4.17.3 jupyter-client-7.4.9 jupyter-core-4.12.0 jupyter-events-0.6.3 jupyter-packaging-0.12.3 jupyter-server-1.24.0 jupyter-server-fileid-0.9.0 jupyter-server-ydoc-0.8.0 jupyter-ydoc-0.2.5 jupyterlab-3.6.5 jupyterlab-pygments-0.2.2 jupyterlab-server-2.24.0 jupyterlab-widgets-3.0.8 matplotlib-inline-0.1.6 mistune-3.0.1 nbclassic-1.0.0 nbclient-0.7.4 nbconvert-7.6.0 nbformat-5.8.0 nest-asyncio-1.5.7 notebook-6.5.5 notebook-shim-0.2.3 open3d-0.13.0 pandocfilters-1.5.0 parso-0.8.3 pexpect-4.8.0 pillow-9.5.0 pkgutil-resolve-name-1.3.10 prometheus-client-0.17.1 prompt-toolkit-3.0.39 psutil-5.9.5 ptyprocess-0.7.0 pygments-2.16.1 python-json-logger-2.0.7 pyyaml-6.0.1 pyzmq-24.0.1 rfc3339-validator-0.1.4 rfc3986-validator-0.1.1 sniffio-1.3.0 soupsieve-2.4.1 terminado-0.17.1 tinycss2-1.2.1 tomli-2.0.1 tomlkit-0.12.1 tornado-6.2 traitlets-5.9.0 wcwidth-0.2.6 webencodings-0.5.1 wheel-0.41.1 widgetsnbextension-4.0.8 y-py-0.6.0 ypy-websocket-0.8.4 WARNING: You are using pip version 19.3.1; however, version 23.2.1 is available. You should consider upgrading via the 'pip install --upgrade pip' command. [2023-08-16 10:36:55] INFO WORKER_LOG Processing message body: {"challenge_pk": 2120, "phase_pk": 4221, "submission_pk": 300740, "is_static_dataset_code_upload_submission": false} [2023-08-16 10:36:55] INFO SUBMISSION_LOG [x] Received submission message {"challenge_pk": 2120, "phase_pk": 4221, "submission_pk": 300740, "is_static_dataset_code_upload_submission": false} Starting Evaluation..... Evaluating for Dev Phase 3d test_file_path /tmp/tmpx3o5lbrh/compute/challenge_data/challenge_2120/phase_data/phase_4221/26e2f294-2c79-4cba-ad0e-bca16bc4641f.npy user_submission_file /tmp/tmpx3o5lbrh/compute/submission_files/submission_300740/e7b0a678-477b-4711-9cce-82733823dc6b.npy [2023-08-16 10:40:49] INFO WORKER_LOG Quitting Submission Worker.

As alternative, I could create a remote worker. I have found two guidelines:

1. https://evalai.readthedocs.io/en/latest/evaluation_scripts.html#writing-remote-evaluation-script
2. https://github.com/Cloud-CV/EvalAI-Starters/blob/master/remote_challenge_evaluation/README.md Which of these two I should follow?

Also in open3d installation guide is written, that pip version should be at least >20.3 for open3d installation on linux. Pip version of the evalai worker is 19.3.1.

Thanks!

[gchhablani]

@cherepashkin0 You can create a docker container based on our worker image and share the URL with us over email, along with the challenge PK/URL. We have a new (undocumented) feature to allow users to have their own workers evaluate the submissions.

[jzuern]

Hi @gchhablani, Is this feature still available? I am also interested in using torch and torchmetrics inside a worker but had no luck installing them using the evaluation_script/__init__.py method that is documented.