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test run
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Dockerfile.tmpl

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@@ -43,9 +43,6 @@ RUN uv pip install \
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"nvidia-nvjitlink-cu12==12.5.82"
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RUN uv pip install --system --force-reinstall "pynvjitlink-cu12==0.5.2"
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# b/385145217 Latest Colab lacks mkl numpy, install it.
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RUN uv pip install --system --force-reinstall -i https://pypi.anaconda.org/intel/simple numpy
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# newer daal4py requires tbb>=2022, but libpysal is downgrading it for some reason
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RUN uv pip install --system "tbb>=2022" "libpysal==4.9.2"
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@@ -59,7 +56,7 @@ ADD patches/nbconvert-extensions.tpl /opt/kaggle/nbconvert-extensions.tpl
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ADD patches/template_conf.json /opt/kaggle/conf.json
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# /opt/conda/lib/python3.11/site-packages
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ARG PACKAGE_PATH=/usr/local/lib/python3.11/dist-packages
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ARG PACKAGE_PATH=/usr/local/lib/python3.12/dist-packages
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# Install GPU-specific non-pip packages.
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{{ if eq .Accelerator "gpu" }}
@@ -86,28 +83,6 @@ ADD patches/keras_internal.py \
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RUN apt-get install -y libfreetype6-dev && \
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apt-get install -y libglib2.0-0 libxext6 libsm6 libxrender1 libfontconfig1 --fix-missing
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# NLTK Project datasets
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# b/408298750: We currently reinstall the package, because we get the following error:
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# `AttributeError: module 'inspect' has no attribute 'formatargspec'. Did you mean: 'formatargvalues'?`
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RUN uv pip install --system --force-reinstall "nltk>=3.9.1"
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RUN mkdir -p /usr/share/nltk_data && \
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# NLTK Downloader no longer continues smoothly after an error, so we explicitly list
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# the corpuses that work
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python -m nltk.downloader -d /usr/share/nltk_data abc alpino averaged_perceptron_tagger \
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basque_grammars biocreative_ppi bllip_wsj_no_aux \
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book_grammars brown brown_tei cess_cat cess_esp chat80 city_database cmudict \
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comtrans conll2000 conll2002 conll2007 crubadan dependency_treebank \
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europarl_raw floresta gazetteers genesis gutenberg \
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ieer inaugural indian jeita kimmo knbc large_grammars lin_thesaurus mac_morpho machado \
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masc_tagged maxent_ne_chunker maxent_treebank_pos_tagger moses_sample movie_reviews \
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mte_teip5 names nps_chat omw opinion_lexicon paradigms \
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pil pl196x porter_test ppattach problem_reports product_reviews_1 product_reviews_2 propbank \
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pros_cons ptb punkt punkt_tab qc reuters rslp rte sample_grammars semcor senseval sentence_polarity \
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sentiwordnet shakespeare sinica_treebank smultron snowball_data spanish_grammars \
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state_union stopwords subjectivity swadesh switchboard tagsets timit toolbox treebank \
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twitter_samples udhr2 udhr unicode_samples universal_tagset universal_treebanks_v20 \
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vader_lexicon verbnet webtext word2vec_sample wordnet wordnet_ic words ycoe
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RUN apt-get install -y git-lfs && \
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# vtk dependencies
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apt-get install -y libgl1-mesa-glx && \

config.txt

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BASE_IMAGE=us-docker.pkg.dev/colab-images/public/runtime
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BASE_IMAGE_TAG=release-colab_20250626-060053_RC00
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BASE_IMAGE_TAG=release-colab_20250916-060051_RC00
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CUDA_MAJOR_VERSION=12
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CUDA_MINOR_VERSION=5

kaggle_requirements.txt

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@@ -9,11 +9,9 @@ PyArabic
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PyUpSet
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Pympler
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Rtree
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shapely<2
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SimpleITK
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# b/302136621: Fix eli5 import for learntools, newer version require scikit-learn > 1.3
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TPOT==0.12.1
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Theano
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Wand
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annoy
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arrow
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geopandas==v0.14.4
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gensim
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google-cloud-aiplatform
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# b/315753846: Unpin translate package.
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google-cloud-translate==3.12.1
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google-cloud-videointelligence
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google-cloud-vision
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google-genai
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google-adk
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gpxpy
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h2o
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haversine
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pudb
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pyLDAvis
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pycryptodome
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pydegensac
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pydicom
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pydub
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pyemd
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pyexcel-ods
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pymc3
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pymongo
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pypdf
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pytesseract
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# b/329869023: shap 0.45.0 breaks learntools
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shap==0.44.1
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squarify
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tensorflow-cloud
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tensorflow-io
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tensorflow-text
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tensorflow_decision_forests
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timm
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torchao
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torchinfo

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