AttributeError: module 'tensorflow_federated.python.simulation' has no attribute 'ClientData'

[donwany]

Describe the bug
HERE IS THE COLAB:

https://colab.research.google.com/drive/1XMP5Bw46cJu0RRzdx6L68Gcs_MCbE8g-#scrollTo=8DS8OdFSpvfV

Environment (please complete the following information):

• OS Platform and Distribution (e.g., Linux Ubuntu 16.04):

• Python version: 3.10.12

• Bazel version (if building from source): 6.3.2

absl-py==1.4.0
astunparse==1.6.3
blinker==1.4
cachetools==5.3.1
certifi==2023.7.22
charset-normalizer==3.3.0
click==8.1.7
cloudpickle==2.2.1
dbus-python==1.2.18
decorator==5.1.1
dill==0.3.7
distro==1.7.0
dm-tree==0.1.8
etils==0.9.0
flatbuffers==23.5.26
gast==0.4.0
google-auth==2.23.2
google-auth-oauthlib==0.4.6
google-pasta==0.2.0
googleapis-common-protos==1.60.0
grpcio==1.59.0
h5py==3.8.0
idna==3.4
importlib-metadata==6.7.0
importlib-resources==5.12.0
install==1.3.5
jeepney==0.7.1
keras==2.11.0
keyring==23.5.0
launchpadlib==1.10.16
lazr.restfulclient==0.14.4
lazr.uri==1.0.6
libclang==16.0.6
Markdown==3.4.4
MarkupSafe==2.1.3
numpy==1.21.6
oauthlib==3.2.2
opt-einsum==3.3.0
packaging==23.1
pandas==1.3.5
promise==2.3
protobuf==3.19.6
psutil==5.9.5
pyasn1==0.5.0
pyasn1-modules==0.3.0
PyGObject==3.42.1
PyJWT==2.3.0
python-apt==2.4.0+ubuntu2
python-dateutil==2.8.2
pytz==2023.3.post1
requests==2.31.0
requests-oauthlib==1.3.1
rsa==4.9
scipy==1.7.3
SecretStorage==3.3.1
six==1.16.0
tensorboard==2.11.2
tensorboard-data-server==0.6.1
tensorboard-plugin-wit==1.8.1
tensorflow==2.11.0
tensorflow-compression==2.11.0
tensorflow-datasets==4.8.2
tensorflow-estimator==2.11.0
tensorflow-io-gcs-filesystem==0.31.0
tensorflow-metadata==1.12.0
tensorflow-model-optimization==0.7.3
tensorflow-probability==0.15.0
termcolor==2.3.0
toml==0.10.2
tqdm==4.66.1
typing_extensions==4.7.1
urllib3==2.0.5
wadllib==1.3.6
Werkzeug==2.2.3
wrapt==1.15.0
zipp==3.15.0
absl-py==1.4.0
astunparse==1.6.3
blinker==1.4
cachetools==5.3.1
certifi==2023.7.22
charset-normalizer==3.3.0
click==8.1.7
cloudpickle==2.2.1
dbus-python==1.2.18
decorator==5.1.1
dill==0.3.7
distro==1.7.0
dm-tree==0.1.8
etils==0.9.0
flatbuffers==23.5.26
gast==0.4.0
google-auth==2.23.2
google-auth-oauthlib==0.4.6
google-pasta==0.2.0
googleapis-common-protos==1.60.0
grpcio==1.59.0
h5py==3.8.0
idna==3.4
importlib-metadata==6.7.0
importlib-resources==5.12.0
install==1.3.5
jeepney==0.7.1
keras==2.11.0
keyring==23.5.0
launchpadlib==1.10.16
lazr.restfulclient==0.14.4
lazr.uri==1.0.6
libclang==16.0.6
Markdown==3.4.4
MarkupSafe==2.1.3
numpy==1.21.6
oauthlib==3.2.2
opt-einsum==3.3.0
packaging==23.1
pandas==1.3.5
promise==2.3
protobuf==3.19.6
psutil==5.9.5
pyasn1==0.5.0
pyasn1-modules==0.3.0
PyGObject==3.42.1
PyJWT==2.3.0
python-apt==2.4.0+ubuntu2
python-dateutil==2.8.2
pytz==2023.3.post1
requests==2.31.0
requests-oauthlib==1.3.1
rsa==4.9
scipy==1.7.3
SecretStorage==3.3.1
six==1.16.0
tensorboard==2.11.2
tensorboard-data-server==0.6.1
tensorboard-plugin-wit==1.8.1
tensorflow==2.11.0
tensorflow-compression==2.11.0
tensorflow-datasets==4.8.2
tensorflow-estimator==2.11.0
tensorflow-io-gcs-filesystem==0.31.0
tensorflow-metadata==1.12.0
tensorflow-model-optimization==0.7.3
tensorflow-probability==0.15.0
termcolor==2.3.0
toml==0.10.2
tqdm==4.66.1
typing_extensions==4.7.1
urllib3==2.0.5
wadllib==1.3.6
Werkzeug==2.2.3
wrapt==1.15.0
zipp==3.15.0
absl-py==1.0.0
aiohttp==3.8.5
aiosignal==1.3.1
alabaster==0.7.13
albumentations==1.3.1
altair==4.2.2
anyio==3.7.1
appdirs==1.4.4
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
array-record==0.4.1
arviz==0.15.1
astropy==5.3.3
astunparse==1.6.3
async-timeout==4.0.3
attrs==21.4.0
audioread==3.0.0
autograd==1.6.2
Babel==2.12.1
backcall==0.2.0
beautifulsoup4==4.11.2
bleach==6.0.0
blinker==1.4
blis==0.7.10
blosc2==2.0.0
bokeh==3.2.2
bqplot==0.12.40
branca==0.6.0
build==1.0.3
CacheControl==0.13.1
cachetools==3.1.1
catalogue==2.0.9
certifi==2023.7.22
cffi==1.15.1
chardet==5.2.0
charset-normalizer==3.2.0
chex==0.1.7
click==8.1.7
click-plugins==1.1.1
cligj==0.7.2
cloudpickle==2.2.1
cmake==3.27.4.1
cmdstanpy==1.1.0
colorcet==3.0.1
colorlover==0.3.0
colour==0.1.5
community==1.0.0b1
confection==0.1.2
cons==0.4.6
contextlib2==21.6.0
contourpy==1.1.0
convertdate==2.4.0
cryptography==41.0.3
cufflinks==0.17.3
cvxopt==1.3.2
cvxpy==1.3.2
cycler==0.11.0
cymem==2.0.7
Cython==3.0.2
dask==2023.8.1
datascience==0.17.6
db-dtypes==1.1.1
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==19.24.2
dm-tree==0.1.7
docutils==0.18.1
dopamine-rl==4.0.6
dp-accounting==0.3.0
duckdb==0.8.1
earthengine-api==0.1.368
easydict==1.10
ecos==2.0.12
editdistance==0.6.2
eerepr==0.0.4
en-core-web-sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.6.0/en_core_web_sm-3.6.0-py3-none-any.whl#sha256=83276fc78a70045627144786b52e1f2728ad5e29e5e43916ec37ea9c26a11212
entrypoints==0.4
ephem==4.1.4
et-xmlfile==1.1.0
etils==1.4.1
etuples==0.3.9
exceptiongroup==1.1.3
farmhashpy==0.4.0
fastai==2.7.12
fastcore==1.5.29
fastdownload==0.0.7
fastjsonschema==2.18.0
fastprogress==1.0.3
fastrlock==0.8.2
filelock==3.12.2
Fiona==1.9.4.post1
firebase-admin==5.3.0
Flask==2.2.5
flatbuffers==2.0.7
flax==0.7.2
folium==0.14.0
fonttools==4.42.1
frozendict==2.3.8
frozenlist==1.4.0
fsspec==2023.6.0
future==0.18.3
gast==0.4.0
gcsfs==2023.6.0
GDAL==3.4.3
gdown==4.6.6
geemap==0.26.0
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-api-core==2.11.1
google-api-python-client==2.84.0
google-auth==2.17.3
google-auth-httplib2==0.1.0
google-auth-oauthlib==0.4.6
google-cloud-bigquery==3.10.0
google-cloud-bigquery-connection==1.12.1
google-cloud-bigquery-storage==2.22.0
google-cloud-core==2.3.3
google-cloud-datastore==2.15.2
google-cloud-firestore==2.11.1
google-cloud-functions==1.13.2
google-cloud-language==2.9.1
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=d7ca28cf0cd540f8806889b4413fe8d5bfa6732cb77d9e567be069fc4e765870
google-crc32c==1.5.0
google-pasta==0.2.0
google-resumable-media==2.6.0
googleapis-common-protos==1.60.0
googledrivedownloader==0.4
graphviz==0.20.1
greenlet==2.0.2
grpc-google-iam-v1==0.12.6
grpcio==1.57.0
grpcio-status==1.48.2
gspread==3.4.2
gspread-dataframe==3.3.1
gym==0.25.2
gym-notices==0.0.8
h5netcdf==1.2.0
h5py==3.9.0
holidays==0.32
holoviews==1.17.1
html5lib==1.1
httpimport==1.3.1
httplib2==0.22.0
humanize==4.7.0
hyperopt==0.2.7
idna==3.4
imageio==2.31.3
imageio-ffmpeg==0.4.8
imagesize==1.4.1
imbalanced-learn==0.10.1
imgaug==0.4.0
immutabledict==2.2.5
importlab==0.8
importlib-metadata==6.8.0
importlib-resources==6.0.1
imutils==0.5.4
inflect==7.0.0
iniconfig==2.0.0
intel-openmp==2023.2.0
ipyevents==2.0.2
ipyfilechooser==0.6.0
ipykernel==5.5.6
ipyleaflet==0.17.3
ipython==7.34.0
ipython-genutils==0.2.0
ipython-sql==0.5.0
ipytree==0.2.2
ipywidgets==7.7.1
itsdangerous==2.1.2
jax==0.3.14
jaxlib==0.3.14
jeepney==0.7.1
jieba==0.42.1
Jinja2==3.1.2
joblib==1.3.2
jsonpickle==3.0.2
jsonschema==4.19.0
jsonschema-specifications==2023.7.1
jupyter-client==6.1.12
jupyter-console==6.1.0
jupyter-server==1.24.0
jupyter_core==5.3.1
jupyterlab-pygments==0.2.2
jupyterlab-widgets==3.0.8
kaggle==1.5.16
keras==2.11.0
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==0.3
libclang==16.0.6
libcst==1.0.1
librosa==0.10.1
lightgbm==4.0.0
linkify-it-py==2.0.2
lit==16.0.6
llvmlite==0.39.1
locket==1.0.0
logical-unification==0.4.6
LunarCalendar==0.0.9
lxml==4.9.3
Markdown==3.4.4
markdown-it-py==3.0.0
MarkupSafe==2.1.3
matplotlib==3.7.1
matplotlib-inline==0.1.6
matplotlib-venn==0.11.9
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==1.2.1
msgpack==1.0.5
multidict==6.0.4
multipledispatch==1.0.0
multitasking==0.0.11
murmurhash==1.0.9
music21==9.1.0
mypy-extensions==1.0.0
natsort==8.4.0
nbclassic==1.0.0
nbclient==0.8.0
nbconvert==6.5.4
nbformat==5.9.2
nest-asyncio==1.5.7
networkx==2.8.3
nibabel==4.0.2
ninja==1.11.1
nltk==3.8.1
notebook==6.5.5
notebook_shim==0.2.3
numba==0.56.4
numexpr==2.8.5
numpy==1.22.4
oauth2client==4.1.3
oauthlib==3.2.2
opencv-contrib-python==4.8.0.76
opencv-python==4.8.0.76
opencv-python-headless==4.8.0.76
openpyxl==3.1.2
opt-einsum==3.3.0
optax==0.1.7
orbax-checkpoint==0.3.5
osqp==0.6.2.post8
packaging==22.0
pandas==1.5.3
pandas-datareader==0.10.0
pandas-gbq==0.17.9
pandocfilters==1.5.0
panel==1.2.2
param==1.13.0
parameterized==0.9.0
parso==0.8.3
partd==1.4.0
pathlib==1.0.1
pathy==0.10.2
patsy==0.5.3
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.4.0
pip-tools==6.13.0
platformdirs==3.10.0
plotly==5.15.0
plotnine==0.12.3
pluggy==1.3.0
polars==0.17.3
pooch==1.7.0
portpicker==1.5.2
prefetch-generator==1.0.3
preshed==3.0.8
prettytable==3.8.0
proglog==0.1.10
progressbar2==4.2.0
prometheus-client==0.17.1
promise==2.3
prompt-toolkit==3.0.39
prophet==1.1.4
proto-plus==1.22.3
protobuf==3.19.6
psutil==5.9.5
psycopg2==2.9.7
ptyprocess==0.7.0
py-cpuinfo==9.0.0
py4j==0.10.9.7
pyarrow==9.0.0
pyasn1==0.5.0
pyasn1-modules==0.3.0
pycocotools==2.0.7
pycparser==2.21
pyct==0.5.0
pydantic==1.10.12
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==2.0.0.3
pygame==2.5.1
Pygments==2.16.1
PyGObject==3.42.1
PyJWT==2.3.0
pymc==5.7.2
PyMeeus==0.5.12
pymystem3==0.2.0
PyOpenGL==3.1.7
pyOpenSSL==23.2.0
pyparsing==3.1.1
pyperclip==1.8.2
pyproj==3.6.0
pyproject_hooks==1.0.0
pyshp==2.3.1
PySocks==1.7.1
pytensor==2.14.2
pytest==7.4.1
python-apt==0.0.0
python-box==7.1.1
python-dateutil==2.8.2
python-louvain==0.16
python-slugify==8.0.1
python-utils==3.7.0
pytype==2022.12.15
pytz==2023.3.post1
pyviz_comms==3.0.0
PyWavelets==1.4.1
PyYAML==6.0.1
pyzmq==23.2.1
qdldl==0.1.7.post0
qudida==0.0.4
ratelim==0.1.6
referencing==0.30.2
regex==2023.6.3
requests==2.31.0
requests-oauthlib==1.3.1
requirements-parser==0.5.0
rich==13.5.2
rpds-py==0.10.2
rpy2==3.4.2
rsa==4.9
scikit-image==0.19.3
scikit-learn==1.2.2
scipy==1.7.3
scooby==0.7.2
scs==3.2.3
seaborn==0.12.2
SecretStorage==3.3.1
semantic-version==2.10.0
Send2Trash==1.8.2
shapely==2.0.1
six==1.16.0
sklearn-pandas==2.2.0
smart-open==6.4.0
sniffio==1.3.0
snowballstemmer==2.2.0
sortedcontainers==2.4.0
soundfile==0.12.1
soupsieve==2.5
soxr==0.3.6
spacy==3.6.1
spacy-legacy==3.0.12
spacy-loggers==1.0.4
Sphinx==5.0.2
sphinxcontrib-applehelp==1.0.7
sphinxcontrib-devhelp==1.0.5
sphinxcontrib-htmlhelp==2.0.4
sphinxcontrib-jsmath==1.0.1
sphinxcontrib-qthelp==1.0.6
sphinxcontrib-serializinghtml==1.1.9
SQLAlchemy==2.0.20
sqlparse==0.4.4
srsly==2.4.7
statsmodels==0.14.0
sympy==1.12
tables==3.8.0
tabulate==0.9.0
tbb==2021.10.0
tblib==2.0.0
tenacity==8.2.3
tensorboard==2.11.2
tensorboard-data-server==0.6.1
tensorboard-plugin-wit==1.8.1
tensorflow==2.11.0
tensorflow-compression==2.11.0
tensorflow-datasets==4.8.3
tensorflow-estimator==2.11.0
tensorflow-federated==0.51.0
tensorflow-gcs-config==2.13.0
tensorflow-hub==0.14.0
tensorflow-io-gcs-filesystem==0.31.0
tensorflow-metadata==1.12.0
tensorflow-model-optimization==0.7.3
tensorflow-privacy==0.8.8
tensorflow-probability==0.15.0
tensorstore==0.1.41
termcolor==2.3.0
terminado==0.17.1
text-unidecode==1.3
textblob==0.17.1
tf-slim==1.1.0
thinc==8.1.12
threadpoolctl==3.2.0
tifffile==2023.8.30
tinycss2==1.2.1
toml==0.10.2
tomli==2.0.1
toolz==0.12.0
torch @ https://download.pytorch.org/whl/cu118/torch-2.0.1%2Bcu118-cp310-cp310-linux_x86_64.whl#sha256=a7a49d459bf4862f64f7bc1a68beccf8881c2fa9f3e0569608e16ba6f85ebf7b
torchaudio @ https://download.pytorch.org/whl/cu118/torchaudio-2.0.2%2Bcu118-cp310-cp310-linux_x86_64.whl#sha256=26692645ea061a005c57ec581a2d0425210ac6ba9f923edf11cc9b0ef3a111e9
torchdata==0.6.1
torchsummary==1.5.1
torchtext==0.15.2
torchvision @ https://download.pytorch.org/whl/cu118/torchvision-0.15.2%2Bcu118-cp310-cp310-linux_x86_64.whl#sha256=19ca4ab5d6179bbe53cff79df1a855ee6533c2861ddc7389f68349d8b9f8302a
tornado==6.3.2
tqdm==4.66.1
traitlets==5.7.1
traittypes==0.2.1
triton==2.0.0
tweepy==4.13.0
typer==0.9.0
types-setuptools==68.2.0.0
typing-inspect==0.9.0
typing_extensions==4.4.0
tzlocal==5.0.1
uc-micro-py==1.0.2
uritemplate==4.1.1
urllib3==2.0.4
vega-datasets==0.9.0
wadllib==1.3.6
wasabi==1.1.2
wcwidth==0.2.6
webcolors==1.13
webencodings==0.5.1
websocket-client==1.6.2
Werkzeug==2.3.7
widgetsnbextension==3.6.5
wordcloud==1.9.2
wrapt==1.15.0
xarray==2023.7.0
xarray-einstats==0.6.0
xgboost==1.7.6
xlrd==2.0.1
xyzservices==2023.7.0
yarl==1.9.2
yellowbrick==1.5
yfinance==0.2.28
zict==3.0.0
zipp==3.16.2
absl-py==1.0.0
aiohttp==3.8.5
aiosignal==1.3.1
alabaster==0.7.13
albumentations==1.3.1
altair==4.2.2
anyio==3.7.1
appdirs==1.4.4
argon2-cffi==23.1.0
argon2-cffi-bindings==21.2.0
array-record==0.4.1
arviz==0.15.1
astropy==5.3.3
astunparse==1.6.3
async-timeout==4.0.3
attrs==21.4.0
audioread==3.0.0
autograd==1.6.2
Babel==2.12.1
backcall==0.2.0
beautifulsoup4==4.11.2
bleach==6.0.0
blinker==1.4
blis==0.7.10
blosc2==2.0.0
bokeh==3.2.2
bqplot==0.12.40
branca==0.6.0
build==1.0.3
CacheControl==0.13.1
cachetools==3.1.1
catalogue==2.0.9
certifi==2023.7.22
cffi==1.15.1
chardet==5.2.0
charset-normalizer==3.2.0
chex==0.1.7
click==8.1.7
click-plugins==1.1.1
cligj==0.7.2
cloudpickle==2.2.1
cmake==3.27.4.1
cmdstanpy==1.1.0
colorcet==3.0.1
colorlover==0.3.0
colour==0.1.5
community==1.0.0b1
confection==0.1.2
cons==0.4.6
contextlib2==21.6.0
contourpy==1.1.0
convertdate==2.4.0
cryptography==41.0.3
cufflinks==0.17.3
cvxopt==1.3.2
cvxpy==1.3.2
cycler==0.11.0
cymem==2.0.7
Cython==3.0.2
dask==2023.8.1
datascience==0.17.6
db-dtypes==1.1.1
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==19.24.2
dm-tree==0.1.7
docutils==0.18.1
dopamine-rl==4.0.6
dp-accounting==0.3.0
duckdb==0.8.1
earthengine-api==0.1.368
easydict==1.10
ecos==2.0.12
editdistance==0.6.2
eerepr==0.0.4
en-core-web-sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.6.0/en_core_web_sm-3.6.0-py3-none-any.whl#sha256=83276fc78a70045627144786b52e1f2728ad5e29e5e43916ec37ea9c26a11212
entrypoints==0.4
ephem==4.1.4
et-xmlfile==1.1.0
etils==1.4.1
etuples==0.3.9
exceptiongroup==1.1.3
farmhashpy==0.4.0
fastai==2.7.12
fastcore==1.5.29
fastdownload==0.0.7
fastjsonschema==2.18.0
fastprogress==1.0.3
fastrlock==0.8.2
filelock==3.12.2
Fiona==1.9.4.post1
firebase-admin==5.3.0
Flask==2.2.5
flatbuffers==2.0.7
flax==0.7.2
folium==0.14.0
fonttools==4.42.1
frozendict==2.3.8
frozenlist==1.4.0
fsspec==2023.6.0
future==0.18.3
gast==0.4.0
gcsfs==2023.6.0
GDAL==3.4.3
gdown==4.6.6
geemap==0.26.0
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-api-core==2.11.1
google-api-python-client==2.84.0
google-auth==2.17.3
google-auth-httplib2==0.1.0
google-auth-oauthlib==0.4.6
google-cloud-bigquery==3.10.0
google-cloud-bigquery-connection==1.12.1
google-cloud-bigquery-storage==2.22.0
google-cloud-core==2.3.3
google-cloud-datastore==2.15.2
google-cloud-firestore==2.11.1
google-cloud-functions==1.13.2
google-cloud-language==2.9.1
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=d7ca28cf0cd540f8806889b4413fe8d5bfa6732cb77d9e567be069fc4e765870
google-crc32c==1.5.0
google-pasta==0.2.0
google-resumable-media==2.6.0
googleapis-common-protos==1.60.0
googledrivedownloader==0.4
graphviz==0.20.1
greenlet==2.0.2
grpc-google-iam-v1==0.12.6
grpcio==1.57.0
grpcio-status==1.48.2
gspread==3.4.2
gspread-dataframe==3.3.1
gym==0.25.2
gym-notices==0.0.8
h5netcdf==1.2.0
h5py==3.9.0
holidays==0.32
holoviews==1.17.1
html5lib==1.1
httpimport==1.3.1
httplib2==0.22.0
humanize==4.7.0
hyperopt==0.2.7
idna==3.4
imageio==2.31.3
imageio-ffmpeg==0.4.8
imagesize==1.4.1
imbalanced-learn==0.10.1
imgaug==0.4.0
immutabledict==2.2.5
importlab==0.8
importlib-metadata==6.8.0
importlib-resources==6.0.1
imutils==0.5.4
inflect==7.0.0
iniconfig==2.0.0
intel-openmp==2023.2.0
ipyevents==2.0.2
ipyfilechooser==0.6.0
ipykernel==5.5.6
ipyleaflet==0.17.3
ipython==7.34.0
ipython-genutils==0.2.0
ipython-sql==0.5.0
ipytree==0.2.2
ipywidgets==7.7.1
itsdangerous==2.1.2
jax==0.3.14
jaxlib==0.3.14
jeepney==0.7.1
jieba==0.42.1
Jinja2==3.1.2
joblib==1.3.2
jsonpickle==3.0.2
jsonschema==4.19.0
jsonschema-specifications==2023.7.1
jupyter-client==6.1.12
jupyter-console==6.1.0
jupyter-server==1.24.0
jupyter_core==5.3.1
jupyterlab-pygments==0.2.2
jupyterlab-widgets==3.0.8
kaggle==1.5.16
keras==2.11.0
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==0.3
libclang==16.0.6
libcst==1.0.1
librosa==0.10.1
lightgbm==4.0.0
linkify-it-py==2.0.2
lit==16.0.6
llvmlite==0.39.1
locket==1.0.0
logical-unification==0.4.6
LunarCalendar==0.0.9
lxml==4.9.3
Markdown==3.4.4
markdown-it-py==3.0.0
MarkupSafe==2.1.3
matplotlib==3.7.1
matplotlib-inline==0.1.6
matplotlib-venn==0.11.9
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==1.2.1
msgpack==1.0.5
multidict==6.0.4
multipledispatch==1.0.0
multitasking==0.0.11
murmurhash==1.0.9
music21==9.1.0
mypy-extensions==1.0.0
natsort==8.4.0
nbclassic==1.0.0
nbclient==0.8.0
nbconvert==6.5.4
nbformat==5.9.2
nest-asyncio==1.5.7
networkx==2.8.3
nibabel==4.0.2
ninja==1.11.1
nltk==3.8.1
notebook==6.5.5
notebook_shim==0.2.3
numba==0.56.4
numexpr==2.8.5
numpy==1.22.4
oauth2client==4.1.3
oauthlib==3.2.2
opencv-contrib-python==4.8.0.76
opencv-python==4.8.0.76
opencv-python-headless==4.8.0.76
openpyxl==3.1.2
opt-einsum==3.3.0
optax==0.1.7
orbax-checkpoint==0.3.5
osqp==0.6.2.post8
packaging==22.0
pandas==1.5.3
pandas-datareader==0.10.0
pandas-gbq==0.17.9
pandocfilters==1.5.0
panel==1.2.2
param==1.13.0
parameterized==0.9.0
parso==0.8.3
partd==1.4.0
pathlib==1.0.1
pathy==0.10.2
patsy==0.5.3
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.4.0
pip-tools==6.13.0
platformdirs==3.10.0
plotly==5.15.0
plotnine==0.12.3
pluggy==1.3.0
polars==0.17.3
pooch==1.7.0
portpicker==1.5.2
prefetch-generator==1.0.3
preshed==3.0.8
prettytable==3.8.0
proglog==0.1.10
progressbar2==4.2.0
prometheus-client==0.17.1
promise==2.3
prompt-toolkit==3.0.39
prophet==1.1.4
proto-plus==1.22.3
protobuf==3.19.6
psutil==5.9.5
psycopg2==2.9.7
ptyprocess==0.7.0
py-cpuinfo==9.0.0
py4j==0.10.9.7
pyarrow==9.0.0
pyasn1==0.5.0
pyasn1-modules==0.3.0
pycocotools==2.0.7
pycparser==2.21
pyct==0.5.0
pydantic==1.10.12
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==2.0.0.3
pygame==2.5.1
Pygments==2.16.1
PyGObject==3.42.1
PyJWT==2.3.0
pymc==5.7.2
PyMeeus==0.5.12
pymystem3==0.2.0
PyOpenGL==3.1.7
pyOpenSSL==23.2.0
pyparsing==3.1.1
pyperclip==1.8.2
pyproj==3.6.0
pyproject_hooks==1.0.0
pyshp==2.3.1
PySocks==1.7.1
pytensor==2.14.2
pytest==7.4.1
python-apt==0.0.0
python-box==7.1.1
python-dateutil==2.8.2
python-louvain==0.16
python-slugify==8.0.1
python-utils==3.7.0
pytype==2022.12.15
pytz==2023.3.post1
pyviz_comms==3.0.0
PyWavelets==1.4.1
PyYAML==6.0.1
pyzmq==23.2.1
qdldl==0.1.7.post0
qudida==0.0.4
ratelim==0.1.6
referencing==0.30.2
regex==2023.6.3
requests==2.31.0
requests-oauthlib==1.3.1
requirements-parser==0.5.0
rich==13.5.2
rpds-py==0.10.2
rpy2==3.4.2
rsa==4.9
scikit-image==0.19.3
scikit-learn==1.2.2
scipy==1.7.3
scooby==0.7.2
scs==3.2.3
seaborn==0.12.2
SecretStorage==3.3.1
semantic-version==2.10.0
Send2Trash==1.8.2
shapely==2.0.1
six==1.16.0
sklearn-pandas==2.2.0
smart-open==6.4.0
sniffio==1.3.0
snowballstemmer==2.2.0
sortedcontainers==2.4.0
soundfile==0.12.1
soupsieve==2.5
soxr==0.3.6
spacy==3.6.1
spacy-legacy==3.0.12
spacy-loggers==1.0.4
Sphinx==5.0.2
sphinxcontrib-applehelp==1.0.7
sphinxcontrib-devhelp==1.0.5
sphinxcontrib-htmlhelp==2.0.4
sphinxcontrib-jsmath==1.0.1
sphinxcontrib-qthelp==1.0.6
sphinxcontrib-serializinghtml==1.1.9
SQLAlchemy==2.0.20
sqlparse==0.4.4
srsly==2.4.7
statsmodels==0.14.0
sympy==1.12
tables==3.8.0
tabulate==0.9.0
tbb==2021.10.0
tblib==2.0.0
tenacity==8.2.3
tensorboard==2.11.2
tensorboard-data-server==0.6.1
tensorboard-plugin-wit==1.8.1
tensorflow==2.11.0
tensorflow-compression==2.11.0
tensorflow-datasets==4.8.3
tensorflow-estimator==2.11.0
tensorflow-federated==0.51.0
tensorflow-gcs-config==2.13.0
tensorflow-hub==0.14.0
tensorflow-io-gcs-filesystem==0.31.0
tensorflow-metadata==1.12.0
tensorflow-model-optimization==0.7.3
tensorflow-privacy==0.8.8
tensorflow-probability==0.15.0
tensorstore==0.1.41
termcolor==2.3.0
terminado==0.17.1
text-unidecode==1.3
textblob==0.17.1
tf-slim==1.1.0
thinc==8.1.12
threadpoolctl==3.2.0
tifffile==2023.8.30
tinycss2==1.2.1
toml==0.10.2
tomli==2.0.1
toolz==0.12.0
torch @ https://download.pytorch.org/whl/cu118/torch-2.0.1%2Bcu118-cp310-cp310-linux_x86_64.whl#sha256=a7a49d459bf4862f64f7bc1a68beccf8881c2fa9f3e0569608e16ba6f85ebf7b
torchaudio @ https://download.pytorch.org/whl/cu118/torchaudio-2.0.2%2Bcu118-cp310-cp310-linux_x86_64.whl#sha256=26692645ea061a005c57ec581a2d0425210ac6ba9f923edf11cc9b0ef3a111e9
torchdata==0.6.1
torchsummary==1.5.1
torchtext==0.15.2
torchvision @ https://download.pytorch.org/whl/cu118/torchvision-0.15.2%2Bcu118-cp310-cp310-linux_x86_64.whl#sha256=19ca4ab5d6179bbe53cff79df1a855ee6533c2861ddc7389f68349d8b9f8302a
tornado==6.3.2
tqdm==4.66.1
traitlets==5.7.1
traittypes==0.2.1
triton==2.0.0
tweepy==4.13.0
typer==0.9.0
types-setuptools==68.2.0.0
typing-inspect==0.9.0
typing_extensions==4.4.0
tzlocal==5.0.1
uc-micro-py==1.0.2
uritemplate==4.1.1
urllib3==2.0.4
vega-datasets==0.9.0
wadllib==1.3.6
wasabi==1.1.2
wcwidth==0.2.6
webcolors==1.13
webencodings==0.5.1
websocket-client==1.6.2
Werkzeug==2.3.7
widgetsnbextension==3.6.5
wordcloud==1.9.2
wrapt==1.15.0
xarray==2023.7.0
xarray-einstats==0.6.0
xgboost==1.7.6
xlrd==2.0.1
xyzservices==2023.7.0
yarl==1.9.2
yellowbrick==1.5
yfinance==0.2.28
zict==3.0.0
zipp==3.16.2

Note: You can collect the Python package information by running pip3 freeze
from the command line and most of the other information can be collected using
TensorFlows environment capture
script.

Expected behavior

INFO: Running command line: bazel-bin/optimization/main/federated_trainer '--task=cifar100' '--total_rounds=50' '--client_optimizer=sgd' '--client_learning_rate=0.0316228' '--client_batch_size=20' '--server_optimizer=adam' '--server_adam_epsilon=0.1' '--clients_per_round=10' '--client_epochs_per_round=1' '--server_learning_rate=3.' '--root_output_dir=/content/fl-intermittent-research/RESULTS/client_availability/cifar_adam/' '--schedule=importance' '--beta=0.001' '--experiment_name=cifar_adam_importance_SMALL_A_slr3' '--sine_wave=False' '--var_q_clients=0.2'
2023-09-11 03:38:15.280630: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
Downloading data from https://storage.googleapis.com/tff-datasets-public/fed_cifar100.tar.bz2
187613184/187610010 [==============================] - 3s 0us/step
2023-09-11 03:38:43.960111: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set
2023-09-11 03:38:43.960551: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/nvidia/lib:/usr/local/nvidia/lib64
2023-09-11 03:38:43.960609: W tensorflow/stream_executor/cuda/cuda_driver.cc:326] failed call to cuInit: UNKNOWN ERROR (303)
2023-09-11 03:38:43.960642: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (8e2c91a6c025): /proc/driver/nvidia/version does not exist
2023-09-11 03:38:43.961018: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA
To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.
2023-09-11 03:38:43.961222: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set
2023-09-11 03:39:24.353157: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2)
2023-09-11 03:39:24.354266: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2199995000 Hz
I0911 03:39:38.936886 132573120614400 federated_cifar100.py:142] Training model:
Model: "model_1"

Additional context
Add any other context about the problem here.

Traceback (most recent call last):
File "/root/.cache/bazel/_bazel_root/e01a0732c95e0e9da5c76149071f6109/execroot/main/bazel-out/k8-fastbuild/bin/optimization/main/federated_trainer.runfiles/main/optimization/main/federated_trainer.py", line 34, in
from optimization.synthetic import federated_synthetic
File "/root/.cache/bazel/_bazel_root/e01a0732c95e0e9da5c76149071f6109/execroot/main/bazel-out/k8-fastbuild/bin/optimization/main/federated_trainer.runfiles/main/optimization/synthetic/federated_synthetic.py", line 27, in
from utils import training_utils
File "/root/.cache/bazel/_bazel_root/e01a0732c95e0e9da5c76149071f6109/execroot/main/bazel-out/k8-fastbuild/bin/optimization/main/federated_trainer.runfiles/main/utils/training_utils.py", line 129, in
federated_eval_dataset: tff.simulation.ClientData,
AttributeError: module 'tensorflow_federated.python.simulation' has no attribute 'ClientData'

[zcharles8]

@donwany The ClientData class was moved to tff.simulation.datasets.ClientData a while ago. Updating the code accordingly should do the trick.

[donwany]

What lower version of TFF, TF, bazel and python do I need to build the old ClientData class

[zcharles8]

You can find a record of our release notes here in case you'd like to use the old class: https://github.com/tensorflow/federated/blob/main/RELEASE.md

However, the change to ClientData was primarily just an API name change - the functionality has not changed too significantly in the last year or so. I'd recommend using a later version of TFF and updating the call instead if possible.