AttributeError: 'XGBRegressor' object has no attribute 'enable_categorical'

Trying to run inference on a new dataset with the following installed packages:

Package                            Version
---------------------------------- -------------------
absl-py                            1.0.0
aiobotocore                        1.3.0
aiohttp                            3.8.1
aioitertools                       0.7.1
aiosignal                          1.2.0
alabaster                          0.7.12
anyio                              3.2.0
argh                               0.26.2
argon2-cffi                        20.1.0
asn1crypto                         1.4.0
astor                              0.8.1
astroid                            2.5.6
astropy                            4.1
async-generator                    1.10
async-timeout                      4.0.1
asynctest                          0.13.0
atomicwrites                       1.4.0
attrs                              21.2.0
autopep8                           1.5.7
autovizwidget                      0.19.1
awscli                             1.24.10
Babel                              2.9.1
backcall                           0.2.0
backports.functools-lru-cache      1.6.4
backports.shutil-get-terminal-size 1.0.0
base                               1.0.4
bcrypt                             4.0.0
beautifulsoup4                     4.9.3
bitarray                           2.1.0
bkcharts                           0.2
bleach                             4.1.0
blis                               0.7.4
bokeh                              2.3.3
boto                               2.49.0
boto3                              1.23.10
botocore                           1.26.10
Bottleneck                         1.3.2
brotlipy                           0.7.0
bz2file                            0.98
cached-property                    1.5.2
cachetools                         4.2.2
catalogue                          2.0.4
certifi                            2020.6.20
cffi                               1.14.5
chardet                            4.0.0
charset-normalizer                 2.0.9
click                              8.0.1
cloudpickle                        1.6.0
clyent                             1.2.2
colorama                           0.4.3
contextlib2                        21.6.0
contextvars                        2.4
coverage                           6.2
cryptography                       3.4.7
cycler                             0.11.0
cymem                              2.0.5
Cython                             0.29.6
cytoolz                            0.11.0
dask                               2021.3.0
dataclasses                        0.8
decorator                          5.0.9
defusedxml                         0.7.1
diff-match-patch                   20200713
dill                               0.3.4
distributed                        2021.3.0
distro                             1.7.0
dm-sonnet                          1.29
docker                             5.0.3
docker-compose                     1.29.2
dockerpty                          0.4.1
docopt                             0.6.2
docutils                           0.15.2
entrypoints                        0.3
environment-kernels                1.1.1
et-xmlfile                         1.1.0
fastai                             1.0.61
fastcache                          1.1.0
fastprogress                       1.0.0
filelock                           3.0.12
flake8                             3.9.2
Flask                              2.0.1
Flask-Cors                         3.0.10
frozenlist                         1.2.0
fsspec                             2021.4.0
future                             0.18.2
gast                               0.5.3
gevent                             21.1.2
glob2                              0.7
gmpy2                              2.1.0b5
google-api-core                    1.14.3
google-auth                        1.30.2
google-cloud-core                  1.1.0
google-cloud-storage               1.20.0
google-pasta                       0.2.0
google-resumable-media             0.3.3
googleapis-common-protos           1.53.0
greenlet                           1.1.0
grpcio                             1.44.0
gssapi                             1.7.2
h5py                               2.9.0
hdijupyterutils                    0.19.1
HeapDict                           1.0.1
html5lib                           1.1
idna                               2.10
idna-ssl                           1.1.0
imageio                            2.9.0
imagesize                          1.2.0
immutables                         0.15
importlib-metadata                 4.8.3
iniconfig                          1.1.1
intervaltree                       3.1.0
ipykernel                          5.5.5
ipyparallel                        6.3.0
ipython                            7.16.1
ipython_genutils                   0.2.0
ipywidgets                         7.6.3
isort                              5.9.1
itsdangerous                       2.0.1
jdcal                              1.4.1
jedi                               0.17.2
jeepney                            0.6.0
Jinja2                             3.0.1
jmespath                           0.10.0
joblib                             1.1.0
json-rpc                           1.12.2
json5                              0.9.5
jsonschema                         3.2.0
jupyter                            1.0.0
jupyter-client                     6.1.12
jupyter-console                    6.4.0
jupyter-core                       4.7.1
jupyter-server                     1.8.0
jupyterlab                         3.2.4
jupyterlab-pygments                0.1.2
jupyterlab-server                  2.6.0
jupyterlab-widgets                 1.0.0
Keras                              2.2.4
Keras-Applications                 1.0.7
Keras-Preprocessing                1.0.9
keyring                            23.0.1
kiwisolver                         1.3.1
krb5                               0.2.0
lazy-object-proxy                  1.6.0
libarchive-c                       3.1
llvmlite                           0.36.0
locket                             0.2.1
lxml                               4.6.3
Markdown                           3.3.6
MarkupSafe                         2.0.1
matplotlib                         3.0.3
mccabe                             0.6.1
mistune                            0.8.4
mkl-fft                            1.0.14
mkl-random                         1.2.2
mkl-service                        2.4.0
mock                               4.0.3
more-itertools                     8.8.0
mpmath                             1.2.1
msgpack                            1.0.2
multidict                          5.1.0
multipledispatch                   0.6.0
multiprocess                       0.70.12.2
murmurhash                         1.0.5
nb-conda                           2.2.1
nb-conda-kernels                   2.3.1
nbclassic                          0.3.1
nbclient                           0.5.3
nbconvert                          6.0.7
nbformat                           5.1.3
nest-asyncio                       1.5.1
networkx                           2.5
nltk                               3.4.5
nose                               1.3.7
notebook                           6.4.6
numba                              0.53.1
numexpr                            2.7.3
numpy                              1.16.2
numpydoc                           1.1.0
olefile                            0.46
onnx                               1.10.0
opencv-python                      4.5.1.48
openpyxl                           3.0.7
packaging                          21.3
pandas                             0.24.2
pandocfilters                      1.4.3
paramiko                           2.11.0
parso                              0.7.1
partd                              1.2.0
path                               16.0.0
pathlib2                           2.3.5
pathos                             0.2.8
pathtools                          0.1.2
pathy                              0.5.2
patsy                              0.5.1
pep8                               1.7.1
pexpect                            4.8.0
pickleshare                        0.7.5
Pillow                             8.4.0
pip                                21.3.1
pkginfo                            1.7.0
plotly                             5.4.0
pluggy                             0.13.1
ply                                3.11
pox                                0.3.0
ppft                               1.6.6.4
preshed                            3.0.5
prometheus-client                  0.11.0
prompt-toolkit                     3.0.19
protobuf                           3.19.4
protobuf3-to-dict                  0.1.5
psutil                             5.8.0
psycopg2                           2.7.5
ptyprocess                         0.7.0
py                                 1.10.0
py4j                               0.10.7
pyaml                              21.10.1
pyarrow                            6.0.1
pyasn1                             0.4.8
pyasn1-modules                     0.2.8
pycodestyle                        2.7.0
pycosat                            0.6.3
pycparser                          2.20
pycrypto                           2.6.1
pycurl                             7.43.0.6
pydantic                           1.8.2
pydocstyle                         6.1.1
pyflakes                           2.3.1
pyfunctional                       1.4.3
pygal                              2.4.0
Pygments                           2.9.0
pyinstrument                       3.4.2
pyinstrument-cext                  0.2.4
pykerberos                         1.2.1
pylint                             2.8.3
PyNaCl                             1.5.0
pynvml                             11.0.0
pyodbc                             4.0.30
pyOpenSSL                          20.0.1
pyparsing                          3.0.7
PyQt5                              5.12.3
PyQt5_sip                          4.19.18
PyQtChart                          5.12
PyQtWebEngine                      5.12.1
pyrsistent                         0.17.3
PySocks                            1.7.1
pyspark                            2.4.0
pyspnego                           0.3.1
pytest                             6.2.4
python-dateutil                    2.8.2
python-dotenv                      0.20.0
python-jsonrpc-server              0.4.0
python-language-server             0.11.1
pytz                               2021.3
pyu2f                              0.1.5
PyWavelets                         1.1.1
pyxdg                              0.27
PyYAML                             6.0
pyzmq                              22.1.0
QDarkStyle                         3.0.2
QtAwesome                          1.0.2
qtconsole                          5.1.0
QtPy                               1.9.0
regex                              2021.4.4
requests                           2.25.1
requests-kerberos                  0.14.0
rope                               0.19.0
rsa                                4.7.2
Rtree                              0.9.7
ruamel-yaml-conda                  0.15.100
s3fs                               2021.4.0
s3transfer                         0.5.0
sagemaker                          2.106.0
sagemaker-pyspark                  1.4.2
scikit-image                       0.17.2
scikit-learn                       0.20.3
scikit-optimize                    0.9.0
scikit-surprise                    1.1.1
scipy                              1.2.1
seaborn                            0.9.0
SecretStorage                      3.3.1
semantic-version                   2.9.0
Send2Trash                         1.8.0
setuptools                         52.0.0.post20210125
shap                               0.40.0
shellingham                        1.4.0
simplegeneric                      0.8.1
singledispatch                     0.0.0
sip                                4.19.25
six                                1.16.0
sklearn                            0.0
slicer                             0.0.7
smart-open                         2.2.1
smclarify                          0.1
smdebug                            1.0.12
smdebug-rulesconfig                1.0.1
sniffio                            1.2.0
snowballstemmer                    2.1.0
sortedcollections                  2.1.0
sortedcontainers                   2.4.0
soupsieve                          2.2.1
spacy                              3.0.6
spacy-legacy                       3.0.6
sparkmagic                         0.15.0
Sphinx                             4.0.2
sphinxcontrib-applehelp            1.0.2
sphinxcontrib-devhelp              1.0.2
sphinxcontrib-htmlhelp             2.0.0
sphinxcontrib-jsmath               1.0.1
sphinxcontrib-qthelp               1.0.3
sphinxcontrib-serializinghtml      1.1.5
sphinxcontrib-websupport           1.2.4
spyder                             3.3.6
spyder-kernels                     0.5.2
SQLAlchemy                         1.4.18
srsly                              2.4.1
statsmodels                        0.12.2
sympy                              1.8
tables                             3.6.1
tabulate                           0.8.9
TBB                                0.1
tblib                              1.7.0
tenacity                           8.0.1
tensorboard                        1.13.1
tensorflow                         1.13.1
tensorflow-estimator               1.13.0
tensorflow-probability             0.6.0
termcolor                          1.1.0
terminado                          0.10.1
testpath                           0.5.0
texttable                          1.6.4
thinc                              8.0.13
threadpoolctl                      2.1.0
tifffile                           2020.10.1
toml                               0.10.2
toolz                              0.11.1
torch                              1.4.0
torchvision                        0.5.0
tornado                            6.0.2
tqdm                               4.31.1
traitlets                          4.3.3
typed-ast                          1.4.3
typer                              0.3.1
typing_extensions                  4.1.1
ujson                              4.0.2
unicodecsv                         0.14.1
urllib3                            1.26.8
wasabi                             0.8.2
watchdog                           2.1.2
wcwidth                            0.2.5
webencodings                       0.5.1
websocket-client                   0.58.0
Werkzeug                           2.0.3
wheel                              0.36.2
widgetsnbextension                 3.5.1
wrapt                              1.11.1
wurlitzer                          2.1.0
xgboost                            1.5.0
xlrd                               2.0.1
XlsxWriter                         1.4.3
xlwt                               1.3.0
yapf                               0.31.0
yarl                               1.6.3
zict                               2.0.0
zipp                               3.6.0
zope.event                         4.5.0
zope.interface                     5.4.0

Stack Trace:

DataSplitter_global_timestamp: Cold users not allowed
DataSplitter_global_timestamp: Verifying data consistency...
DataSplitter_global_timestamp: Verifying data consistency... Passed!
DataSplitter_global_timestamp: DataReader: app_rec_engine
    Num items: 373
    Num users: 27058
    Train       interactions 65674,     density 6.51E-03
    Validation  interactions 7729,  density 7.66E-04
    Test        interactions 7243,  density 7.18E-04

DataSplitter_global_timestamp: 

DataSplitter_global_timestamp: Done.
TopPopRecommender: URM Detected 4 (6.78 %) cold items.
EvaluatorHoldout: Processed 100 (100.0%) in 0.07 sec. Users per second: 1520
UserKNNCFRecommender: URM Detected 4 (6.78 %) cold items.
Unable to load Cython Compute_Similarity, reverting to Python
Similarity column 100 (100.0%), 17928.97 column/sec. Elapsed time 0.01 sec
EvaluatorHoldout: Processed 100 (100.0%) in 0.06 sec. Users per second: 1626
---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
<ipython-input-13-69a944593d51> in <module>
      3 
      4 
----> 5 predictions = reczilla_inference(model_save_dict, "app_recs")
      6 
      7 train_best_model(predictions, "app_recs", model_save_dict["metric_name"],

<ipython-input-10-233c241cf0dd> in reczilla_inference(model_save_dict, dataset_split_path)
     51     feat_test = np.array([metafeatures[feat_name] for feat_name in selected_feats])[np.newaxis, :]
     52     print(feat_test)
---> 53     print(model_save_dict["model"].predict(feat_test))
     54     preds = np.squeeze(model_save_dict["model"].predict(feat_test))
     55     alg_perf = [(alg_name, pred) for alg_name, pred in zip(selected_algs, preds)]

~/anaconda3/envs/pytorch_p36/lib/python3.6/site-packages/sklearn/multioutput.py in predict(self, X)
    465             else:
    466                 X_aug = np.hstack((X, previous_predictions))
--> 467             Y_pred_chain[:, chain_idx] = estimator.predict(X_aug)
    468 
    469         inv_order = np.empty_like(self.order_)

~/anaconda3/envs/pytorch_p36/lib/python3.6/site-packages/xgboost/sklearn.py in predict(self, X, output_margin, ntree_limit, validate_features, base_margin, iteration_range)
    877         )
    878         iteration_range = self._get_iteration_range(iteration_range)
--> 879         if self._can_use_inplace_predict():
    880             try:
    881                 predts = self.get_booster().inplace_predict(

~/anaconda3/envs/pytorch_p36/lib/python3.6/site-packages/xgboost/sklearn.py in _can_use_inplace_predict(self)
    811         predictor = self.get_params().get("predictor", None)
    812         if (
--> 813             not self.enable_categorical
    814             and predictor in ("auto", None)
    815             and self.booster != "gblinear"

AttributeError: 'XGBRegressor' object has no attribute 'enable_categorical'

naszilla / reczilla

AttributeError: 'XGBRegressor' object has no attribute 'enable_categorical' #24