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@ScottTodd
Last active April 12, 2024 16:41
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This is the callstack I see in my project for what calls os.fork(). Note that JAX is not involved here.
/usr/local/lib/python3.10/dist-packages/shark_turbine/aot/exporter.py", line 271, in export
/usr/local/lib/python3.10/dist-packages/torch/export/__init__.py", line 174, in export
/usr/local/lib/python3.10/dist-packages/torch/export/_trace.py", line 618, in wrapper
/usr/local/lib/python3.10/dist-packages/torch/export/exported_program.py", line 83, in wrapper
/usr/local/lib/python3.10/dist-packages/torch/export/_trace.py", line 860, in _export
/usr/local/lib/python3.10/dist-packages/torch/export/_trace.py", line 347, in _export_to_torch_ir
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/eval_frame.py", line 1311, in inner
/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py", line 1532, in _wrapped_call_impl
/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py", line 1541, in _call_impl
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/eval_frame.py", line 451, in _fn
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/convert_frame.py", line 921, in catch_errors
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/convert_frame.py", line 400, in _convert_frame_assert
/usr/lib/python3.10/contextlib.py", line 79, in inner
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/convert_frame.py", line 676, in _compile
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/utils.py", line 262, in time_wrapper
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/convert_frame.py", line 535, in compile_inner
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/bytecode_transformation.py", line 1036, in transform_code_object
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/convert_frame.py", line 165, in _fn
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/convert_frame.py", line 482, in transform
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/symbolic_convert.py", line 2085, in __init__
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/symbolic_convert.py", line 2126, in _throw_if_in_functorch
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/backends/registry.py", line 58, in lookup_backend
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/backends/registry.py", line 91, in _lazy_import
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/utils.py", line 1866, in import_submodule
/usr/lib/python3.10/importlib/__init__.py", line 126, in import_module
<frozen importlib._bootstrap>", line 1050, in _gcd_import
<frozen importlib._bootstrap>", line 1027, in _find_and_load
<frozen importlib._bootstrap>", line 1006, in _find_and_load_unlocked
<frozen importlib._bootstrap>", line 688, in _load_unlocked
<frozen importlib._bootstrap_external>", line 883, in exec_module
<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/backends/cudagraphs.py", line 10, in <module>
/usr/local/lib/python3.10/dist-packages/torch/_inductor/cudagraph_trees.py", line 71, in <module>
/usr/local/lib/python3.10/dist-packages/torch/_inductor/compile_fx.py", line 40, in <module>
/usr/local/lib/python3.10/dist-packages/torch/_inductor/codecache.py", line 2727, in <module>
/usr/local/lib/python3.10/dist-packages/torch/_inductor/codecache.py", line 2632, in warm_pool
/usr/lib/python3.10/concurrent/futures/process.py", line 697, in _adjust_process_count
/usr/lib/python3.10/concurrent/futures/process.py", line 714, in _spawn_process
/usr/lib/python3.10/multiprocessing/process.py", line 121, in start
/usr/lib/python3.10/multiprocessing/context.py", line 281, in _Popen
/usr/lib/python3.10/multiprocessing/popen_fork.py", line 19, in __init__
/usr/lib/python3.10/multiprocessing/popen_fork.py", line 66, in _launch
This is the callack I see in my project for when JAX registers a warning for future calls to os.fork().
(TLDR: torch -> transformers -> jax, so not using JAX directly)
/usr/lib/python3.10/runpy.py", line 196, in _run_module_as_main
/usr/lib/python3.10/runpy.py", line 86, in _run_code
/usr/local/lib/python3.10/dist-packages/colab_kernel_launcher.py", line 37, in <module>
/usr/local/lib/python3.10/dist-packages/traitlets/config/application.py", line 992, in launch_instance
/usr/local/lib/python3.10/dist-packages/ipykernel/kernelapp.py", line 619, in start
/usr/local/lib/python3.10/dist-packages/tornado/platform/asyncio.py", line 195, in start
/usr/lib/python3.10/asyncio/base_events.py", line 603, in run_forever
/usr/lib/python3.10/asyncio/base_events.py", line 1909, in _run_once
/usr/lib/python3.10/asyncio/events.py", line 80, in _run
/usr/local/lib/python3.10/dist-packages/tornado/ioloop.py", line 685, in <lambda>
/usr/local/lib/python3.10/dist-packages/tornado/ioloop.py", line 738, in _run_callback
/usr/local/lib/python3.10/dist-packages/tornado/gen.py", line 825, in inner
/usr/local/lib/python3.10/dist-packages/tornado/gen.py", line 786, in run
/usr/local/lib/python3.10/dist-packages/ipykernel/kernelbase.py", line 361, in process_one
/usr/local/lib/python3.10/dist-packages/tornado/gen.py", line 234, in wrapper
/usr/local/lib/python3.10/dist-packages/ipykernel/kernelbase.py", line 261, in dispatch_shell
/usr/local/lib/python3.10/dist-packages/ipykernel/kernelbase.py", line 539, in execute_request
/usr/local/lib/python3.10/dist-packages/ipykernel/ipkernel.py", line 302, in do_execute
/usr/local/lib/python3.10/dist-packages/ipykernel/zmqshell.py", line 539, in run_cell
/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py", line 2975, in run_cell
/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py", line 3030, in _run_cell
/usr/local/lib/python3.10/dist-packages/IPython/core/async_helpers.py", line 78, in _pseudo_sync_runner
/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py", line 3257, in run_cell_async
/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py", line 3473, in run_ast_nodes
/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py", line 3553, in run_code
<ipython-input-6-dd90f1e8b176>", line 2, in <cell line: 2>
<frozen importlib._bootstrap>", line 1027, in _find_and_load
<frozen importlib._bootstrap>", line 1006, in _find_and_load_unlocked
<frozen importlib._bootstrap>", line 688, in _load_unlocked
<frozen importlib._bootstrap_external>", line 883, in exec_module
<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed
/usr/local/lib/python3.10/dist-packages/shark_turbine/aot/__init__.py", line 7, in <module>
/usr/local/lib/python3.10/dist-packages/shark_turbine/aot/builtins/__init__.py", line 7, in <module>
/usr/local/lib/python3.10/dist-packages/shark_turbine/aot/builtins/globals.py", line 12, in <module>
/usr/local/lib/python3.10/dist-packages/shark_turbine/aot/support/procedural/__init__.py", line 13, in <module>
/usr/local/lib/python3.10/dist-packages/shark_turbine/aot/support/procedural/base.py", line 34, in <module>
/usr/local/lib/python3.10/dist-packages/shark_turbine/aot/support/ir_utils.py", line 23, in <module>
<frozen importlib._bootstrap>", line 992, in _find_and_load_unlocked
/usr/local/lib/python3.10/dist-packages/shark_turbine/dynamo/__init__.py", line 8, in <module>
/usr/local/lib/python3.10/dist-packages/shark_turbine/dynamo/tensor.py", line 21, in <module>
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/__init__.py", line 2, in <module>
<frozen importlib._bootstrap>", line 1078, in _handle_fromlist
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/convert_frame.py", line 40, in <module>
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/trace_rules.py", line 50, in <module>
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/variables/__init__.py", line 34, in <module>
/usr/local/lib/python3.10/dist-packages/torch/_dynamo/variables/higher_order_ops.py", line 13, in <module>
/usr/local/lib/python3.10/dist-packages/torch/onnx/__init__.py", line 46, in <module>
/usr/local/lib/python3.10/dist-packages/torch/onnx/_internal/exporter.py", line 44, in <module>
/usr/local/lib/python3.10/dist-packages/torch/onnx/_internal/fx/__init__.py", line 1, in <module>
/usr/local/lib/python3.10/dist-packages/torch/onnx/_internal/fx/patcher.py", line 11, in <module>
/usr/local/lib/python3.10/dist-packages/transformers/__init__.py", line 26, in <module>
/usr/local/lib/python3.10/dist-packages/transformers/dependency_versions_check.py", line 16, in <module>
/usr/local/lib/python3.10/dist-packages/transformers/utils/__init__.py", line 33, in <module>
/usr/local/lib/python3.10/dist-packages/transformers/utils/generic.py", line 35, in <module>
/usr/local/lib/python3.10/dist-packages/jax/__init__.py", line 74, in <module>
/usr/local/lib/python3.10/dist-packages/jax/_src/environment_info.py", line 24, in <module>
"/usr/local/lib/python3.10/dist-packages/jax/_src/xla_bridge.py", line 114, in <module>
absl-py==1.4.0
aiohttp==3.9.3
aiosignal==1.3.1
alabaster==0.7.16
albumentations==1.3.1
altair==4.2.2
annotated-types==0.6.0
anyio==3.7.1
appdirs==1.4.4
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
array_record==0.5.1
arviz==0.15.1
astropy==5.3.4
astunparse==1.6.3
async-timeout==4.0.3
atpublic==4.1.0
attrs==23.2.0
audioread==3.0.1
autograd==1.6.2
Babel==2.14.0
backcall==0.2.0
beautifulsoup4==4.12.3
bidict==0.23.1
bigframes==1.0.0
bleach==6.1.0
blinker==1.4
blis==0.7.11
blosc2==2.0.0
bokeh==3.3.4
bqplot==0.12.43
branca==0.7.1
build==1.2.1
CacheControl==0.14.0
cachetools==5.3.3
catalogue==2.0.10
certifi==2024.2.2
cffi==1.16.0
chardet==5.2.0
charset-normalizer==3.3.2
chex==0.1.86
click==8.1.7
click-plugins==1.1.1
cligj==0.7.2
cloudpathlib==0.16.0
cloudpickle==2.2.1
cmake==3.27.9
cmdstanpy==1.2.2
colorcet==3.1.0
colorlover==0.3.0
colour==0.1.5
community==1.0.0b1
confection==0.1.4
cons==0.4.6
contextlib2==21.6.0
contourpy==1.2.1
cryptography==42.0.5
cufflinks==0.17.3
cupy-cuda12x==12.2.0
cvxopt==1.3.2
cvxpy==1.3.3
cycler==0.12.1
cymem==2.0.8
Cython==3.0.10
dask==2023.8.1
datascience==0.17.6
db-dtypes==1.2.0
dbus-python==1.2.18
debugpy==1.6.6
decorator==4.4.2
defusedxml==0.7.1
distributed==2023.8.1
distro==1.7.0
dlib==19.24.4
dm-tree==0.1.8
docstring_parser==0.16
docutils==0.18.1
dopamine-rl==4.0.6
duckdb==0.10.1
earthengine-api==0.1.397
easydict==1.13
ecos==2.0.13
editdistance==0.6.2
eerepr==0.0.4
en-core-web-sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.7.1/en_core_web_sm-3.7.1-py3-none-any.whl#sha256=86cc141f63942d4b2c5fcee06630fd6f904788d2f0ab005cce45aadb8fb73889
entrypoints==0.4
et-xmlfile==1.1.0
etils==1.7.0
etuples==0.3.9
exceptiongroup==1.2.0
fastcore==1.5.29
fastdownload==0.0.7
fastjsonschema==2.19.1
fastprogress==1.0.3
fastrlock==0.8.2
filelock==3.13.4
fiona==1.9.6
firebase-admin==5.3.0
Flask==2.2.5
flatbuffers==24.3.25
flax==0.8.2
folium==0.14.0
fonttools==4.51.0
frozendict==2.4.1
frozenlist==1.4.1
fsspec==2023.6.0
future==0.18.3
gast==0.5.4
gcsfs==2023.6.0
GDAL==3.6.4
gdown==4.7.3
geemap==0.32.0
gensim==4.3.2
geocoder==1.38.1
geographiclib==2.0
geopandas==0.13.2
geopy==2.3.0
gin-config==0.5.0
glob2==0.7
google==2.0.3
google-ai-generativelanguage==0.4.0
google-api-core==2.11.1
google-api-python-client==2.84.0
google-auth==2.27.0
google-auth-httplib2==0.1.1
google-auth-oauthlib==1.2.0
google-cloud-aiplatform==1.47.0
google-cloud-bigquery==3.12.0
google-cloud-bigquery-connection==1.12.1
google-cloud-bigquery-storage==2.24.0
google-cloud-core==2.3.3
google-cloud-datastore==2.15.2
google-cloud-firestore==2.11.1
google-cloud-functions==1.13.3
google-cloud-iam==2.14.3
google-cloud-language==2.13.3
google-cloud-resource-manager==1.12.3
google-cloud-storage==2.8.0
google-cloud-translate==3.11.3
google-colab @ file:///colabtools/dist/google-colab-1.0.0.tar.gz#sha256=ed5e8e54679a5e4587c7f6e47886b20c3662957d23519aa55573ca9054e4f274
google-crc32c==1.5.0
google-generativeai==0.3.2
google-pasta==0.2.0
google-resumable-media==2.7.0
googleapis-common-protos==1.63.0
googledrivedownloader==0.4
graphviz==0.20.3
greenlet==3.0.3
grpc-google-iam-v1==0.13.0
grpcio==1.62.1
grpcio-status==1.48.2
gspread==3.4.2
gspread-dataframe==3.3.1
gym==0.25.2
gym-notices==0.0.8
h5netcdf==1.3.0
h5py==3.9.0
holidays==0.46
holoviews==1.17.1
html5lib==1.1
httpimport==1.3.1
httplib2==0.22.0
huggingface-hub==0.20.3
humanize==4.7.0
hyperopt==0.2.7
ibis-framework==8.0.0
idna==3.6
imageio==2.31.6
imageio-ffmpeg==0.4.9
imagesize==1.4.1
imbalanced-learn==0.10.1
imgaug==0.4.0
importlib_metadata==7.1.0
importlib_resources==6.4.0
imutils==0.5.4
inflect==7.0.0
iniconfig==2.0.0
intel-openmp==2023.2.4
ipyevents==2.0.2
ipyfilechooser==0.6.0
ipykernel==5.5.6
ipyleaflet==0.18.2
ipython==7.34.0
ipython-genutils==0.2.0
ipython-sql==0.5.0
ipytree==0.2.2
ipywidgets==7.7.1
iree-compiler==20240410.859
iree-runtime==20240410.859
iree-turbine==2.3.0rc20240410
itsdangerous==2.1.2
jax==0.4.26
jaxlib @ https://storage.googleapis.com/jax-releases/cuda12/jaxlib-0.4.26+cuda12.cudnn89-cp310-cp310-manylinux2014_x86_64.whl#sha256=813cf1fe3e7ca4dbf5327d6e7b4fc8521e92d8bba073ee645ae0d5d036a25750
jeepney==0.7.1
jieba==0.42.1
Jinja2==3.1.3
joblib==1.4.0
jsonpickle==3.0.3
jsonschema==4.19.2
jsonschema-specifications==2023.12.1
jupyter-client==6.1.12
jupyter-console==6.1.0
jupyter-server==1.24.0
jupyter_core==5.7.2
jupyterlab_pygments==0.3.0
jupyterlab_widgets==3.0.10
kaggle==1.5.16
kagglehub==0.2.2
keras==2.15.0
keyring==23.5.0
kiwisolver==1.4.5
langcodes==3.3.0
launchpadlib==1.10.16
lazr.restfulclient==0.14.4
lazr.uri==1.0.6
lazy_loader==0.4
libclang==18.1.1
librosa==0.10.1
lightgbm==4.1.0
linkify-it-py==2.0.3
llvmlite==0.41.1
locket==1.0.0
logical-unification==0.4.6
lxml==4.9.4
malloy==2023.1067
Markdown==3.6
markdown-it-py==3.0.0
MarkupSafe==2.1.5
matplotlib==3.7.1
matplotlib-inline==0.1.6
matplotlib-venn==0.11.10
mdit-py-plugins==0.4.0
mdurl==0.1.2
miniKanren==1.0.3
missingno==0.5.2
mistune==0.8.4
mizani==0.9.3
mkl==2023.2.0
ml-dtypes==0.2.0
mlxtend==0.22.0
more-itertools==10.1.0
moviepy==1.0.3
mpmath==1.3.0
msgpack==1.0.8
multidict==6.0.5
multipledispatch==1.0.0
multitasking==0.0.11
murmurhash==1.0.10
music21==9.1.0
natsort==8.4.0
nbclassic==1.0.0
nbclient==0.10.0
nbconvert==6.5.4
nbformat==5.10.4
nest-asyncio==1.6.0
networkx==3.3
nibabel==4.0.2
nltk==3.8.1
notebook==6.5.5
notebook_shim==0.2.4
numba==0.58.1
numexpr==2.10.0
numpy==1.25.2
oauth2client==4.1.3
oauthlib==3.2.2
opencv-contrib-python==4.8.0.76
opencv-python==4.8.0.76
opencv-python-headless==4.9.0.80
openpyxl==3.1.2
opt-einsum==3.3.0
optax==0.2.2
orbax-checkpoint==0.4.4
osqp==0.6.2.post8
packaging==24.0
pandas==2.0.3
pandas-datareader==0.10.0
pandas-gbq==0.19.2
pandas-stubs==2.0.3.230814
pandocfilters==1.5.1
panel==1.3.8
param==2.1.0
parso==0.8.4
parsy==2.1
partd==1.4.1
pathlib==1.0.1
patsy==0.5.6
peewee==3.17.1
pexpect==4.9.0
pickleshare==0.7.5
Pillow==9.4.0
pip-tools==6.13.0
platformdirs==4.2.0
plotly==5.15.0
plotnine==0.12.4
pluggy==1.4.0
polars==0.20.2
pooch==1.8.1
portpicker==1.5.2
prefetch-generator==1.0.3
preshed==3.0.9
prettytable==3.10.0
proglog==0.1.10
progressbar2==4.2.0
prometheus_client==0.20.0
promise==2.3
prompt-toolkit==3.0.43
prophet==1.1.5
proto-plus==1.23.0
protobuf==3.20.3
psutil==5.9.5
psycopg2==2.9.9
ptyprocess==0.7.0
py-cpuinfo==9.0.0
py4j==0.10.9.7
pyarrow==14.0.2
pyarrow-hotfix==0.6
pyasn1==0.6.0
pyasn1_modules==0.4.0
pycocotools==2.0.7
pycparser==2.22
pydantic==2.6.4
pydantic_core==2.16.3
pydata-google-auth==1.8.2
pydot==1.4.2
pydot-ng==2.0.0
pydotplus==2.0.2
PyDrive==1.3.1
PyDrive2==1.6.3
pyerfa==2.0.1.3
pygame==2.5.2
Pygments==2.16.1
PyGObject==3.42.1
PyJWT==2.3.0
pymc==5.10.4
pymystem3==0.2.0
PyOpenGL==3.1.7
pyOpenSSL==24.1.0
pyparsing==3.1.2
pyperclip==1.8.2
pyproj==3.6.1
pyproject_hooks==1.0.0
pyshp==2.3.1
PySocks==1.7.1
pytensor==2.18.6
pytest==7.4.4
python-apt @ file:///backend-container/containers/python_apt-0.0.0-cp310-cp310-linux_x86_64.whl#sha256=b209c7165d6061963abe611492f8c91c3bcef4b7a6600f966bab58900c63fefa
python-box==7.1.1
python-dateutil==2.8.2
python-louvain==0.16
python-slugify==8.0.4
python-utils==3.8.2
pytz==2023.4
pyviz_comms==3.0.2
PyWavelets==1.6.0
PyYAML==6.0.1
pyzmq==23.2.1
qdldl==0.1.7.post1
qudida==0.0.4
ratelim==0.1.6
referencing==0.34.0
regex==2023.12.25
requests==2.31.0
requests-oauthlib==1.3.1
requirements-parser==0.9.0
rich==13.7.1
rpds-py==0.18.0
rpy2==3.4.2
rsa==4.9
safetensors==0.4.2
scikit-image==0.19.3
scikit-learn==1.2.2
scipy==1.11.4
scooby==0.9.2
scs==3.2.4.post1
seaborn==0.13.1
SecretStorage==3.3.1
Send2Trash==1.8.3
sentencepiece==0.1.99
shapely==2.0.3
six==1.16.0
sklearn-pandas==2.2.0
smart-open==6.4.0
sniffio==1.3.1
snowballstemmer==2.2.0
sortedcontainers==2.4.0
soundfile==0.12.1
soupsieve==2.5
soxr==0.3.7
spacy==3.7.4
spacy-legacy==3.0.12
spacy-loggers==1.0.5
Sphinx==5.0.2
sphinxcontrib-applehelp==1.0.8
sphinxcontrib-devhelp==1.0.6
sphinxcontrib-htmlhelp==2.0.5
sphinxcontrib-jsmath==1.0.1
sphinxcontrib-qthelp==1.0.7
sphinxcontrib-serializinghtml==1.1.10
SQLAlchemy==2.0.29
sqlglot==20.11.0
sqlparse==0.4.4
srsly==2.4.8
stanio==0.5.0
statsmodels==0.14.1
sympy==1.12
tables==3.8.0
tabulate==0.9.0
tbb==2021.12.0
tblib==3.0.0
tenacity==8.2.3
tensorboard==2.15.2
tensorboard-data-server==0.7.2
tensorflow @ https://storage.googleapis.com/colab-tf-builds-public-09h6ksrfwbb9g9xv/tensorflow-2.15.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl#sha256=a2ec79931350b378c1ef300ca836b52a55751acb71a433582508a07f0de57c42
tensorflow-datasets==4.9.4
tensorflow-estimator==2.15.0
tensorflow-gcs-config==2.15.0
tensorflow-hub==0.16.1
tensorflow-io-gcs-filesystem==0.36.0
tensorflow-metadata==1.14.0
tensorflow-probability==0.23.0
tensorstore==0.1.45
termcolor==2.4.0
terminado==0.18.1
text-unidecode==1.3
textblob==0.17.1
tf-slim==1.1.0
tf_keras==2.15.1
thinc==8.2.3
threadpoolctl==3.4.0
tifffile==2024.2.12
tinycss2==1.2.1
tokenizers==0.15.2
toml==0.10.2
tomli==2.0.1
toolz==0.12.1
torch==2.3.0+cpu
torchsummary==1.5.1
tornado==6.3.3
tqdm==4.66.2
traitlets==5.7.1
traittypes==0.2.1
transformers==4.38.2
triton==2.2.0
tweepy==4.14.0
typer==0.9.4
types-pytz==2024.1.0.20240203
types-setuptools==69.2.0.20240317
typing_extensions==4.11.0
tzdata==2024.1
tzlocal==5.2
uc-micro-py==1.0.3
uritemplate==4.1.1
urllib3==2.0.7
vega-datasets==0.9.0
wadllib==1.3.6
wasabi==1.1.2
wcwidth==0.2.13
weasel==0.3.4
webcolors==1.13
webencodings==0.5.1
websocket-client==1.7.0
Werkzeug==3.0.2
widgetsnbextension==3.6.6
wordcloud==1.9.3
wrapt==1.14.1
xarray==2023.7.0
xarray-einstats==0.7.0
xgboost==2.0.3
xlrd==2.0.1
xyzservices==2024.4.0
yarl==1.9.4
yellowbrick==1.5
yfinance==0.2.37
zict==3.0.0
zipp==3.18.1
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