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facebookresearch / Kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
MIT License
4.85k stars 530 forks source link

Ax-Platform Issue #300

Open sssaha opened 1 year ago

sssaha commented 1 year ago

Just downloaded and installed KATS using Anaconda (conda-forge channel), initializing a Time Series Data shows this

WARNING:root:kats.utils.time_series_parameter_tuning requires ax-platform be installed WARNING:root:kats.models.metalearner.get_metadata requires ax-platform be installed

This is my conda package list

arrow-cpp 11.0.0 h57928b3_5_cpu conda-forge arviz 0.13.0 pyhd8ed1ab_0 conda-forge attrs 22.2.0 pyh71513ae_0 conda-forge aws-c-auth 0.6.24 h40a9ba3_5 conda-forge aws-c-cal 0.5.20 hb69e352_6 conda-forge aws-c-common 0.8.11 hcfcfb64_0 conda-forge aws-c-compression 0.2.16 hd5637b4_3 conda-forge aws-c-event-stream 0.2.18 h65577ec_6 conda-forge aws-c-http 0.7.4 h00746be_2 conda-forge aws-c-io 0.13.17 h80dfa48_2 conda-forge aws-c-mqtt 0.8.6 h5f99e3e_6 conda-forge aws-c-s3 0.2.4 hb446380_3 conda-forge aws-c-sdkutils 0.1.7 hd5637b4_3 conda-forge aws-checksums 0.1.14 hd5637b4_3 conda-forge aws-crt-cpp 0.19.7 h17a8c54_7 conda-forge aws-sdk-cpp 1.10.57 h2e40523_4 conda-forge ax-platform 0.2.3 pypi_0 pypi backports 1.0 pyhd8ed1ab_3 conda-forge backports.zoneinfo 0.2.1 py38h91455d4_7 conda-forge blas 1.0 mkl botorch 0.6.0 pypi_0 pypi bottleneck 1.3.6 py38hbaf524b_0 conda-forge brotli 1.0.9 hcfcfb64_8 conda-forge brotli-bin 1.0.9 hcfcfb64_8 conda-forge bzip2 1.0.8 h8ffe710_4 conda-forge c-ares 1.18.1 h8ffe710_0 conda-forge ca-certificates 2022.12.7 h5b45459_0 conda-forge certifi 2022.12.7 pyhd8ed1ab_0 conda-forge cffi 1.15.1 py38h57701bc_3 conda-forge cftime 1.6.2 py38hbaf524b_1 conda-forge colorama 0.4.6 pyhd8ed1ab_0 conda-forge contourpy 1.0.7 py38hb1fd069_0 conda-forge convertdate 2.4.0 pyhd8ed1ab_0 conda-forge curl 7.88.1 h68f0423_0 conda-forge cycler 0.11.0 pyhd8ed1ab_0 conda-forge cython 0.29.33 py38hd3f51b4_0 conda-forge deprecated 1.2.13 pyh6c4a22f_0 conda-forge ephem 4.1.4 py38h91455d4_0 conda-forge fbprophet 0.7.1 py38h7ae7562_0 conda-forge fonttools 4.38.0 py38h91455d4_1 conda-forge freetype 2.12.1 h546665d_1 conda-forge future 0.18.3 pyhd8ed1ab_0 conda-forge gflags 2.2.2 ha925a31_1004 conda-forge glog 0.6.0 h4797de2_0 conda-forge gpytorch 1.9.1 pyhd8ed1ab_0 conda-forge greenlet 2.0.2 py38hd3f51b4_0 conda-forge hdf4 4.2.15 h1b1b6ef_5 conda-forge hdf5 1.12.2 nompi_h57737ce_101 conda-forge hijri-converter 2.2.4 pyhd8ed1ab_0 conda-forge holidays 0.20 pyhd8ed1ab_0 conda-forge importlib-metadata 6.0.0 pyha770c72_0 conda-forge importlib-resources 5.12.0 pyhd8ed1ab_0 conda-forge importlib_resources 5.12.0 pyhd8ed1ab_0 conda-forge intel-openmp 2023.0.0 h57928b3_25922 conda-forge jinja2 3.1.2 pyhd8ed1ab_1 conda-forge joblib 1.2.0 pyhd8ed1ab_0 conda-forge jpeg 9e hcfcfb64_3 conda-forge kats 0.2.0 pyhd8ed1ab_0 conda-forge kiwisolver 1.4.4 py38hb1fd069_1 conda-forge korean_lunar_calendar 0.3.1 pyhd8ed1ab_0 conda-forge krb5 1.20.1 heb0366b_0 conda-forge lcms2 2.14 ha5c8aab_1 conda-forge lerc 4.0.0 h63175ca_0 conda-forge libabseil 20220623.0 cxx17_h1a56200_6 conda-forge libaec 1.0.6 h63175ca_1 conda-forge libarrow 11.0.0 hbddb5ef_5_cpu conda-forge libblas 3.9.0 12_win64_mkl conda-forge libbrotlicommon 1.0.9 hcfcfb64_8 conda-forge libbrotlidec 1.0.9 hcfcfb64_8 conda-forge libbrotlienc 1.0.9 hcfcfb64_8 conda-forge libcblas 3.9.0 12_win64_mkl conda-forge libcrc32c 1.1.2 h0e60522_0 conda-forge libcurl 7.88.1 h68f0423_0 conda-forge libdeflate 1.17 hcfcfb64_0 conda-forge libffi 3.4.2 h8ffe710_5 conda-forge libgoogle-cloud 2.7.0 h5fc25aa_1 conda-forge libgrpc 1.51.1 hb074f84_1 conda-forge libhwloc 2.9.0 h51c2c0f_0 conda-forge libiconv 1.17 h8ffe710_0 conda-forge liblapack 3.9.0 12_win64_mkl conda-forge libnetcdf 4.9.1 nompi_hc41bf00_101 conda-forge libpng 1.6.39 h19919ed_0 conda-forge libprotobuf 3.21.12 h12be248_0 conda-forge libpython 2.2 py38haa244fe_2 conda-forge libsqlite 3.40.0 hcfcfb64_0 conda-forge libssh2 1.10.0 h9a1e1f7_3 conda-forge libthrift 0.18.0 h9ce19ad_0 conda-forge libtiff 4.5.0 hf8721a0_2 conda-forge libutf8proc 2.8.0 h82a8f57_0 conda-forge libuv 1.44.2 h8ffe710_0 conda-forge libwebp-base 1.2.4 h8ffe710_0 conda-forge libxcb 1.13 hcd874cb_1004 conda-forge libxml2 2.10.3 hc3477c8_0 conda-forge libzip 1.9.2 h519de47_1 conda-forge libzlib 1.2.13 hcfcfb64_4 conda-forge linear_operator 0.3.0 pyhd8ed1ab_0 conda-forge llvmlite 0.39.1 py38h19421c1_1 conda-forge lunarcalendar 0.0.9 py_0 conda-forge lz4-c 1.9.4 hcfcfb64_0 conda-forge m2w64-binutils 2.25.1 5 conda-forge m2w64-bzip2 1.0.6 6 conda-forge m2w64-crt-git 5.0.0.4636.2595836 2 conda-forge m2w64-gcc 5.3.0 6 conda-forge m2w64-gcc-ada 5.3.0 6 conda-forge m2w64-gcc-fortran 5.3.0 6 conda-forge m2w64-gcc-libgfortran 5.3.0 6 conda-forge m2w64-gcc-libs 5.3.0 7 conda-forge m2w64-gcc-libs-core 5.3.0 7 conda-forge m2w64-gcc-objc 5.3.0 6 conda-forge m2w64-gmp 6.1.0 2 conda-forge m2w64-headers-git 5.0.0.4636.c0ad18a 2 conda-forge m2w64-isl 0.16.1 2 conda-forge m2w64-libiconv 1.14 6 conda-forge m2w64-libmangle-git 5.0.0.4509.2e5a9a2 2 conda-forge m2w64-libwinpthread-git 5.0.0.4634.697f757 2 conda-forge m2w64-make 4.1.2351.a80a8b8 2 conda-forge m2w64-mpc 1.0.3 3 conda-forge m2w64-mpfr 3.1.4 4 conda-forge m2w64-pkg-config 0.29.1 2 conda-forge m2w64-toolchain 5.3.0 7 conda-forge m2w64-toolchain_win-64 2.5.0 h57928b3_0 conda-forge m2w64-tools-git 5.0.0.4592.90b8472 2 conda-forge m2w64-windows-default-manifest 6.4 3 conda-forge m2w64-winpthreads-git 5.0.0.4634.697f757 2 conda-forge m2w64-zlib 1.2.8 10 conda-forge markupsafe 2.1.2 py38h91455d4_0 conda-forge matplotlib-base 3.7.0 py38h528a6c7_0 conda-forge mkl 2021.4.0 h0e2418a_729 conda-forge mkl-service 2.4.0 py38h4f8af0f_0 conda-forge msys2-conda-epoch 20160418 1 conda-forge multipledispatch 0.6.0 py_0 conda-forge munkres 1.1.4 pyh9f0ad1d_0 conda-forge netcdf4 1.6.2 nompi_py38h659934f_101 conda-forge ninja 1.11.1 h91493d7_0 conda-forge numba 0.56.4 py38h3873db4_0 conda-forge numexpr 2.7.3 py38h5d928e2_2 conda-forge numpy 1.21.6 py38h5ed9b9d_0 conda-forge openjpeg 2.5.0 ha2aaf27_2 conda-forge openssl 3.0.8 hcfcfb64_0 conda-forge orc 1.8.2 hada7b9e_2 conda-forge packaging 21.3 pyhd8ed1ab_0 conda-forge pandas 1.3.5 py38h6214cd6_0 parameterized 0.8.1 pyhd8ed1ab_1 conda-forge parquet-cpp 1.5.1 2 conda-forge patsy 0.5.3 pyhd8ed1ab_0 conda-forge pillow 9.4.0 py38h087119c_1 conda-forge pip 23.0.1 pyhd8ed1ab_0 conda-forge pip-system-certs 4.0 pypi_0 pypi plotly 5.13.1 pyhd8ed1ab_0 conda-forge polars 0.16.9 py38h4900a04_0 conda-forge pthread-stubs 0.4 hcd874cb_1001 conda-forge pthreads-win32 2.9.1 hfa6e2cd_3 conda-forge pyarrow 11.0.0 py38hc72dcf3_5_cpu conda-forge pycparser 2.21 pyhd8ed1ab_0 conda-forge pymannkendall 1.4.2 pyh8a188c0_0 conda-forge pymeeus 0.5.12 pyhd8ed1ab_0 conda-forge pyparsing 3.0.9 pyhd8ed1ab_0 conda-forge pystan 2.19.1.1 py38h02adce6_3 conda-forge python 3.8.16 h4de0772_1_cpython conda-forge python-dateutil 2.8.2 pyhd8ed1ab_0 conda-forge python_abi 3.8 3_cp38 conda-forge pytorch 1.12.1 cpu_py38h5e1f01c_0 pytz 2022.7.1 pyhd8ed1ab_0 conda-forge pyyaml 6.0 py38h91455d4_5 conda-forge re2 2023.02.01 h63175ca_0 conda-forge scikit-learn 1.2.1 py38h69724d7_0 conda-forge scipy 1.7.3 py38h0f6ee2a_1 conda-forge seaborn 0.12.2 hd8ed1ab_0 conda-forge seaborn-base 0.12.2 pyhd8ed1ab_0 conda-forge setuptools 67.4.0 pyhd8ed1ab_0 conda-forge setuptools-git 1.2 py_1 conda-forge six 1.16.0 pyh6c4a22f_0 conda-forge snappy 1.1.9 hfb803bf_2 conda-forge sqlalchemy 2.0.4 py38h91455d4_0 conda-forge statsmodels 0.13.5 py38hbaf524b_2 conda-forge tbb 2021.8.0 h91493d7_0 conda-forge tenacity 8.2.2 pyhd8ed1ab_0 conda-forge threadpoolctl 3.1.0 pyh8a188c0_0 conda-forge tk 8.6.12 h8ffe710_0 conda-forge tqdm 4.64.1 pyhd8ed1ab_0 conda-forge typeguard 2.13.3 pyhd8ed1ab_0 conda-forge typing-extensions 4.4.0 hd8ed1ab_0 conda-forge typing_extensions 4.4.0 pyha770c72_0 conda-forge tzdata 2022g h191b570_0 conda-forge ucrt 10.0.22621.0 h57928b3_0 conda-forge unicodedata2 15.0.0 py38h91455d4_0 conda-forge vc 14.3 hb6edc58_10 conda-forge vs2015_runtime 14.34.31931 h4c5c07a_10 conda-forge wheel 0.38.4 pyhd8ed1ab_0 conda-forge wrapt 1.15.0 py38h91455d4_0 conda-forge xarray 2023.1.0 pyhd8ed1ab_0 conda-forge xarray-einstats 0.5.1 pyhd8ed1ab_0 conda-forge xorg-libxau 1.0.9 hcd874cb_0 conda-forge xorg-libxdmcp 1.1.3 hcd874cb_0 conda-forge xz 5.2.6 h8d14728_0 conda-forge yaml 0.2.5 h8ffe710_2 conda-forge zipp 3.15.0 pyhd8ed1ab_0 conda-forge zlib 1.2.13 hcfcfb64_4 conda-forge zstd 1.5.2 h12be248_6 conda-forge

superzeroT commented 1 year ago

Have these two warnings been resolved? Is it a big impact?