From b8cd8f8f8a023b486b819684a0f4cd1a0a73c9ae Mon Sep 17 00:00:00 2001 From: stevehadd Date: Tue, 12 Jul 2022 13:02:50 +0100 Subject: [PATCH] #5 Added some updates to curated conda envs. --- environments/req_sklearn_spice_lock.yml | 35 +++++++++++++++++++++++-- environments/requirements_sklearn.yml | 3 +++ 2 files changed, 36 insertions(+), 2 deletions(-) diff --git a/environments/req_sklearn_spice_lock.yml b/environments/req_sklearn_spice_lock.yml index 822408e..c4f6b76 100644 --- a/environments/req_sklearn_spice_lock.yml +++ b/environments/req_sklearn_spice_lock.yml @@ -7,10 +7,13 @@ channels: dependencies: - _libgcc_mutex=0.1=conda_forge - _openmp_mutex=4.5=2_gnu + - alembic=1.8.0=pyhd8ed1ab_0 - antlr-python-runtime=4.7.2=py38h578d9bd_1003 - anyio=3.6.1=py38h578d9bd_0 + - appdirs=1.4.4=pyh9f0ad1d_0 - argon2-cffi=21.3.0=pyhd8ed1ab_0 - argon2-cffi-bindings=21.2.0=py38h0a891b7_2 + - asn1crypto=1.5.1=pyhd8ed1ab_0 - asttokens=2.0.5=pyhd8ed1ab_0 - attrs=21.4.0=pyhd8ed1ab_0 - babel=2.10.3=pyhd8ed1ab_0 @@ -19,6 +22,7 @@ dependencies: - backports.functools_lru_cache=1.6.4=pyhd8ed1ab_0 - beautifulsoup4=4.11.1=pyha770c72_0 - bleach=5.0.0=pyhd8ed1ab_0 + - blinker=1.4=py_1 - brotli=1.0.9=h166bdaf_7 - brotli-bin=1.0.9=h166bdaf_7 - brotlipy=0.7.0=py38h0a891b7_1004 @@ -31,26 +35,38 @@ dependencies: - cffi=1.15.0=py38h3931269_0 - cftime=1.6.0=py38h71d37f0_1 - charset-normalizer=2.0.12=pyhd8ed1ab_0 + - click=8.1.3=py38h578d9bd_0 - cloudpickle=2.1.0=pyhd8ed1ab_0 + - configparser=5.2.0=pyhd8ed1ab_0 - cryptography=37.0.2=py38h2b5fc30_0 - curl=7.83.1=h7bff187_0 - cycler=0.11.0=pyhd8ed1ab_0 - dask-core=2022.6.0=pyhd8ed1ab_0 + - databricks-cli=0.17.0=pyhd8ed1ab_0 - debugpy=1.6.0=py38hfa26641_0 - decorator=5.1.1=pyhd8ed1ab_0 - defusedxml=0.7.1=pyhd8ed1ab_0 + - docker-py=5.0.3=py38h578d9bd_2 + - docker-pycreds=0.4.0=py_0 - entrypoints=0.4=pyhd8ed1ab_0 - executing=0.8.3=pyhd8ed1ab_0 - expat=2.4.8=h27087fc_0 + - flask=2.1.2=pyhd8ed1ab_1 - flit-core=3.7.1=pyhd8ed1ab_0 - fonttools=4.33.3=py38h0a891b7_0 - freetype=2.10.4=h0708190_1 - fsspec=2022.5.0=pyhd8ed1ab_0 - geos=3.10.3=h27087fc_0 - giflib=5.2.1=h36c2ea0_2 + - gitdb=4.0.9=pyhd8ed1ab_0 + - gitpython=3.1.27=pyhd8ed1ab_0 + - gorilla=0.4.0=pyhd8ed1ab_0 + - greenlet=1.1.2=py38hfa26641_2 + - gunicorn=20.1.0=py38h578d9bd_2 - hdf4=4.2.15=h10796ff_3 - hdf5=1.12.1=nompi_h2386368_104 - idna=3.3=pyhd8ed1ab_0 + - imbalanced-learn=0.7.0=py_1 - importlib-metadata=4.11.4=py38h578d9bd_0 - importlib_metadata=4.11.4=hd8ed1ab_0 - importlib_resources=5.8.0=pyhd8ed1ab_0 @@ -58,6 +74,7 @@ dependencies: - ipython=8.4.0=py38h578d9bd_0 - ipython_genutils=0.2.0=py_1 - iris=3.1.0=pyhd8ed1ab_3 + - itsdangerous=2.1.2=pyhd8ed1ab_0 - jedi=0.18.1=py38h578d9bd_1 - jinja2=3.1.2=pyhd8ed1ab_1 - joblib=1.1.0=pyhd8ed1ab_0 @@ -96,6 +113,7 @@ dependencies: - libnsl=2.0.0=h7f98852_0 - libopenblas=0.3.20=pthreads_h78a6416_0 - libpng=1.6.37=h21135ba_2 + - libprotobuf=3.20.1=h6239696_0 - libsodium=1.0.18=h36c2ea0_1 - libssh2=1.10.0=ha56f1ee_2 - libstdcxx-ng=12.1.0=ha89aaad_16 @@ -108,10 +126,12 @@ dependencies: - libzlib=1.2.12=h166bdaf_1 - locket=1.0.0=pyhd8ed1ab_0 - lz4-c=1.9.3=h9c3ff4c_1 + - mako=1.2.1=pyhd8ed1ab_0 - markupsafe=2.1.1=py38h0a891b7_1 - matplotlib-base=3.5.2=py38h826bfd8_0 - matplotlib-inline=0.1.3=pyhd8ed1ab_0 - mistune=0.8.4=py38h497a2fe_1005 + - mlflow=1.2.0=py_1 - munkres=1.1.4=pyh9f0ad1d_0 - nbclassic=0.3.7=pyhd8ed1ab_0 - nbclient=0.6.4=pyhd8ed1ab_1 @@ -125,8 +145,9 @@ dependencies: - notebook=6.4.12=pyha770c72_0 - notebook-shim=0.1.0=pyhd8ed1ab_0 - numpy=1.22.4=py38h99721a1_0 + - oauthlib=3.2.0=pyhd8ed1ab_0 - openjpeg=2.4.0=hb52868f_1 - - openssl=1.1.1o=h166bdaf_0 + - openssl=1.1.1q=h166bdaf_0 - packaging=21.3=pyhd8ed1ab_0 - pandas=1.3.5=py38h43a58ef_0 - pandoc=2.18=ha770c72_0 @@ -140,12 +161,14 @@ dependencies: - proj=9.0.1=h93bde94_0 - prometheus_client=0.14.1=pyhd8ed1ab_0 - prompt-toolkit=3.0.29=pyha770c72_0 + - protobuf=3.20.1=py38hfa26641_0 - psutil=5.9.1=py38h0a891b7_0 - pthread-stubs=0.4=h36c2ea0_1001 - ptyprocess=0.7.0=pyhd3deb0d_0 - pure_eval=0.2.2=pyhd8ed1ab_0 - pycparser=2.21=pyhd8ed1ab_0 - pygments=2.12.0=pyhd8ed1ab_0 + - pyjwt=2.4.0=pyhd8ed1ab_0 - pyopenssl=22.0.0=pyhd8ed1ab_0 - pyparsing=3.0.9=pyhd8ed1ab_0 - pyproj=3.3.1=py38he1635e7_1 @@ -160,6 +183,7 @@ dependencies: - pytz=2022.1=pyhd8ed1ab_0 - pyyaml=6.0=py38h0a891b7_4 - pyzmq=23.1.0=py38hfc09fa9_0 + - querystring_parser=1.2.4=py_0 - readline=8.1.2=h0f457ee_0 - requests=2.28.0=pyhd8ed1ab_0 - scikit-learn=0.24.2=py38hacb3eff_1 @@ -167,11 +191,16 @@ dependencies: - send2trash=1.8.0=pyhd8ed1ab_0 - setuptools=59.8.0=py38h578d9bd_1 - shapely=1.8.2=py38h928055b_2 + - simplejson=3.17.6=py38h0a891b7_1 - six=1.16.0=pyh6c4a22f_0 + - smmap=3.0.5=pyh44b312d_0 - sniffio=1.2.0=py38h578d9bd_3 - soupsieve=2.3.1=pyhd8ed1ab_0 + - sqlalchemy=1.4.39=py38h0a891b7_0 - sqlite=3.38.5=h4ff8645_0 + - sqlparse=0.4.2=pyhd8ed1ab_0 - stack_data=0.3.0=pyhd8ed1ab_0 + - tabulate=0.8.10=pyhd8ed1ab_0 - terminado=0.15.0=py38h578d9bd_0 - threadpoolctl=3.1.0=pyh8a188c0_0 - tinycss2=1.1.1=pyhd8ed1ab_0 @@ -179,12 +208,14 @@ dependencies: - toolz=0.11.2=pyhd8ed1ab_0 - tornado=6.1=py38h0a891b7_3 - traitlets=5.3.0=pyhd8ed1ab_0 + - typing_extensions=4.3.0=pyha770c72_0 - udunits2=2.2.28=hc3e0081_0 - unicodedata2=14.0.0=py38h0a891b7_1 - urllib3=1.26.9=pyhd8ed1ab_0 - wcwidth=0.2.5=pyh9f0ad1d_2 - webencodings=0.5.1=py_1 - websocket-client=1.3.3=pyhd8ed1ab_0 + - werkzeug=2.1.2=pyhd8ed1ab_1 - wheel=0.37.1=pyhd8ed1ab_0 - xarray=0.19.0=pyhd8ed1ab_1 - xorg-libxau=1.0.9=h7f98852_0 @@ -196,5 +227,5 @@ dependencies: - zipp=3.8.0=pyhd8ed1ab_0 - zlib=1.2.12=h166bdaf_1 - zstd=1.5.2=h8a70e8d_1 -prefix: /home/h01/shaddad/.conda/envs/ml-weather-tutorial-skl-basic + diff --git a/environments/requirements_sklearn.yml b/environments/requirements_sklearn.yml index 8771e25..f6d4b47 100644 --- a/environments/requirements_sklearn.yml +++ b/environments/requirements_sklearn.yml @@ -9,3 +9,6 @@ dependencies: - xarray=0.19 - iris=3.1 - scikit-learn=0.24 + - imbalanced-learn + - mlflow +