Vci india

.gitignore

@@ -4,6 +4,7 @@ __pycache__
 
 # testing
 .pytest_cache/
+pytest.ini_
 
 # mypy
 .mypy_cache/

environments/environment_esmpy.yml

@@ -0,0 +1,139 @@
+name: esmpy
+channels:
+  - pytorch
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1=conda_forge
+  - _openmp_mutex=4.5=0_gnu
+  - attrs=19.3.0=py_0
+  - backcall=0.2.0=py_0
+  - blas=1.0=openblas
+  - bokeh=2.1.1=py38_0
+  - bzip2=1.0.8=h516909a_2
+  - ca-certificates=2020.6.20=hecda079_0
+  - certifi=2020.6.20=py38h32f6830_0
+  - cffi=1.14.1=py38he30daa8_0
+  - cfgrib=0.9.8.4=py_0
+  - click=7.1.2=py_0
+  - cloudpickle=1.5.0=py_0
+  - cudatoolkit=10.1.243=h6bb024c_0
+  - curl=7.71.1=he644dc0_3
+  - cycler=0.10.0=py38_0
+  - cytoolz=0.10.1=py38h7b6447c_0
+  - dask=2.20.0=py_0
+  - dask-core=2.20.0=py_0
+  - dbus=1.13.16=hb2f20db_0
+  - decorator=4.4.2=py_0
+  - distributed=2.20.0=py38_0
+  - eccodes=2.14.1=hec26673_0
+  - esmf=7.1.0=hcda5390_1008
+  - esmpy=7.1.0=py38h5ca1d4c_3
+  - expat=2.2.9=he6710b0_2
+  - fontconfig=2.13.0=h9420a91_0
+  - freetype=2.10.2=h5ab3b9f_0
+  - fsspec=0.7.4=py_0
+  - glib=2.65.0=h3eb4bd4_0
+  - gst-plugins-base=1.14.0=hbbd80ab_1
+  - gstreamer=1.14.0=hb31296c_0
+  - hdf4=4.2.13=hf30be14_1003
+  - hdf5=1.10.5=nompi_h3c11f04_1104
+  - heapdict=1.0.1=py_0
+  - icu=58.2=he6710b0_3
+  - intel-openmp=2020.1=217
+  - ipython=7.16.1=py38h5ca1d4c_0
+  - ipython_genutils=0.2.0=py38_0
+  - jasper=1.900.1=h07fcdf6_1006
+  - jedi=0.17.1=py38_0
+  - jinja2=2.11.2=py_0
+  - joblib=0.16.0=py_0
+  - jpeg=9d=h516909a_0
+  - kiwisolver=1.2.0=py38hfd86e86_0
+  - krb5=1.17.1=hfafb76e_1
+  - lcms2=2.11=h396b838_0
+  - ld_impl_linux-64=2.34=hc38a660_9
+  - libaec=1.0.4=he1b5a44_1
+  - libblas=3.8.0=17_openblas
+  - libcblas=3.8.0=17_openblas
+  - libcurl=7.71.1=hcdd3856_3
+  - libedit=3.1.20191231=h46ee950_1
+  - libffi=3.3=he6710b0_2
+  - libgcc-ng=9.2.0=h24d8f2e_2
+  - libgfortran-ng=7.5.0=hdf63c60_10
+  - libgomp=9.2.0=h24d8f2e_2
+  - liblapack=3.8.0=17_openblas
+  - libnetcdf=4.6.2=h303dfb8_1003
+  - libopenblas=0.3.10=pthreads_hb3c22a3_4
+  - libpng=1.6.37=hbc83047_0
+  - libssh2=1.9.0=hab1572f_4
+  - libstdcxx-ng=9.2.0=hdf63c60_2
+  - libtiff=4.1.0=h2733197_1
+  - libuuid=1.0.3=h1bed415_2
+  - libxcb=1.14=h7b6447c_0
+  - libxml2=2.9.10=he19cac6_1
+  - locket=0.2.0=py38_1
+  - lz4-c=1.9.2=he6710b0_1
+  - markupsafe=1.1.1=py38h7b6447c_0
+  - matplotlib=3.2.2=0
+  - matplotlib-base=3.2.2=py38hef1b27d_0
+  - mkl=2020.1=217
+  - mpi=1.0=mpich
+  - mpich=3.3.2=hc856adb_0
+  - msgpack-python=1.0.0=py38hfd86e86_1
+  - ncurses=6.2=he1b5a44_1
+  - netcdf-fortran=4.4.5=h0789656_1004
+  - ninja=1.9.0=py38hfd86e86_0
+  - numpy=1.19.1=py38h8854b6b_0
+  - olefile=0.46=py_0
+  - openssl=1.1.1g=h516909a_1
+  - packaging=20.4=py_0
+  - pandas=1.0.5=py38h0573a6f_0
+  - parso=0.7.0=py_0
+  - partd=1.1.0=py_0
+  - pcre=8.44=he6710b0_0
+  - pexpect=4.8.0=py38_0
+  - pickleshare=0.7.5=py38_1000
+  - pillow=7.2.0=py38hb39fc2d_0
+  - pip=20.1.1=py38_1
+  - prompt-toolkit=3.0.5=py_0
+  - psutil=5.7.0=py38h7b6447c_0
+  - ptyprocess=0.6.0=py38_0
+  - pycparser=2.20=pyh9f0ad1d_2
+  - pygments=2.6.1=py_0
+  - pyparsing=2.4.7=py_0
+  - pyqt=5.9.2=py38h05f1152_4
+  - python=3.8.3=hcff3b4d_2
+  - python-dateutil=2.8.1=py_0
+  - python_abi=3.8=1_cp38
+  - pytorch=1.4.0=py3.8_cuda10.1.243_cudnn7.6.3_0
+  - pytz=2020.1=py_0
+  - pyyaml=5.3.1=py38h7b6447c_1
+  - qt=5.9.7=h5867ecd_1
+  - readline=8.0=he28a2e2_2
+  - scikit-learn=0.23.1=py38h7ea95a0_0
+  - scipy=1.5.0=py38habc2bb6_0
+  - setuptools=49.2.0=py38h32f6830_0
+  - sip=4.19.13=py38he6710b0_0
+  - six=1.15.0=py_0
+  - sortedcontainers=2.2.2=py_0
+  - sqlite=3.32.3=hcee41ef_1
+  - tblib=1.6.0=py_0
+  - threadpoolctl=2.1.0=pyh5ca1d4c_0
+  - tk=8.6.10=hed695b0_0
+  - toolz=0.10.0=py_0
+  - tornado=6.0.4=py38h7b6447c_1
+  - traitlets=4.3.3=py38_0
+  - typing_extensions=3.7.4.2=py_0
+  - wcwidth=0.2.5=py_0
+  - wheel=0.34.2=py_1
+  - xarray=0.16.0=py_0
+  - xesmf=0.3.0=py_0
+  - xz=5.2.5=h516909a_1
+  - yaml=0.2.5=h7b6447c_0
+  - zict=2.0.0=py_0
+  - zlib=1.2.11=h516909a_1006
+  - zstd=1.4.5=h9ceee32_0
+  - pip:
+    - cftime==1.2.1
+    - netcdf4==1.5.4
+

environments/environment_ml.yml

@@ -0,0 +1,236 @@
+name: ml
+channels:
+  - pytorch
+  - anaconda
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1=main
+  - absl-py=0.9.0=py38h32f6830_1
+  - affine=2.3.0=py_0
+  - attrs=19.3.0=py_0
+  - backcall=0.2.0=py_0
+  - blas=1.0=mkl
+  - bokeh=2.1.1=py38_0
+  - boost-cpp=1.72.0=h8e57a91_0
+  - brotlipy=0.7.0=py38h1e0a361_1000
+  - bzip2=1.0.8=h516909a_2
+  - c-ares=1.15.0=h516909a_1001
+  - ca-certificates=2020.6.24=0
+  - cairo=1.16.0=hcf35c78_1003
+  - cdsapi=0.2.7=py_0
+  - certifi=2020.6.20=py38_0
+  - cffi=1.14.1=py38h5bae8af_0
+  - cfitsio=3.470=hce51eda_6
+  - chardet=3.0.4=py38h32f6830_1006
+  - click-plugins=1.1.1=py_0
+  - cligj=0.5.0=py_0
+  - cloudpickle=1.5.0=py_0
+  - cryptography=3.0=py38h766eaa4_0
+  - cudatoolkit=10.2.89=hfd86e86_1
+  - curl=7.71.1=he644dc0_3
+  - cycler=0.10.0=py38_0
+  - cytoolz=0.10.1=py38h7b6447c_0
+  - dask=2.20.0=py_0
+  - dask-core=2.20.0=py_0
+  - dbus=1.13.16=hb2f20db_0
+  - decorator=4.4.2=py_0
+  - distributed=2.20.0=py38_0
+  - esmf=8.0.1=nompi_hbeb3ca6_0
+  - esmpy=8.0.1=nompi_py38hbd9704b_0
+  - expat=2.2.9=he6710b0_2
+  - fiona=1.8.13=py38h033e0f6_1
+  - fontconfig=2.13.1=h86ecdb6_1001
+  - freetype=2.10.2=h5ab3b9f_0
+  - freexl=1.0.5=h516909a_1002
+  - fsspec=0.7.4=py_0
+  - future=0.18.2=py38h32f6830_1
+  - gdal=3.0.4=py38h172510d_10
+  - geopandas=0.8.1=py_0
+  - geos=3.8.1=he1b5a44_0
+  - geotiff=1.6.0=h05acad5_0
+  - gettext=0.19.8.1=hc5be6a0_1002
+  - giflib=5.2.1=h516909a_2
+  - glib=2.65.0=h6f030ca_0
+  - gst-plugins-base=1.14.5=h0935bb2_2
+  - gstreamer=1.14.5=h36ae1b5_2
+  - h5py=2.10.0=py38hd6299e0_1
+  - hdf4=4.2.13=hf30be14_1003
+  - hdf5=1.10.6=nompi_h3c11f04_100
+  - heapdict=1.0.1=py_0
+  - icu=64.2=he1b5a44_1
+  - idna=2.10=pyh9f0ad1d_0
+  - importlib-metadata=1.7.0=py38h32f6830_0
+  - intel-openmp=2020.1=217
+  - ipython=7.16.1=py38h5ca1d4c_0
+  - ipython_genutils=0.2.0=py38_0
+  - jedi=0.17.1=py38_0
+  - jinja2=2.11.2=py_0
+  - joblib=0.15.1=py_0
+  - jpeg=9d=h516909a_0
+  - json-c=0.13.1=hbfbb72e_1002
+  - kealib=1.4.13=h33137a7_1
+  - kiwisolver=1.2.0=py38hfd86e86_0
+  - krb5=1.17.1=hfafb76e_1
+  - ld_impl_linux-64=2.34=hc38a660_9
+  - libcurl=7.71.1=hcdd3856_3
+  - libdap4=3.20.6=h1d1bd15_1
+  - libedit=3.1.20191231=h7b6447c_0
+  - libffi=3.2.1=he1b5a44_1007
+  - libgcc-ng=9.1.0=hdf63c60_0
+  - libgdal=3.0.4=he6a97d6_10
+  - libgfortran-ng=7.3.0=hdf63c60_0
+  - libiconv=1.15=h516909a_1006
+  - libkml=1.3.0=hb574062_1011
+  - libllvm9=9.0.1=h4a3c616_0
+  - libnetcdf=4.7.4=nompi_h84807e1_105
+  - libpng=1.6.37=hbc83047_0
+  - libpq=12.3=h5513abc_0
+  - libprotobuf=3.12.3=h8b12597_0
+  - libspatialindex=1.9.3=he1b5a44_3
+  - libspatialite=4.3.0a=h2482549_1038
+  - libssh2=1.9.0=hab1572f_4
+  - libstdcxx-ng=9.1.0=hdf63c60_0
+  - libtiff=4.1.0=h2733197_1
+  - libuuid=2.32.1=h14c3975_1000
+  - libwebp-base=1.1.0=h516909a_3
+  - libxcb=1.14=h7b6447c_0
+  - libxml2=2.9.10=hee79883_0
+  - llvmlite=0.33.0=py38hd408876_0
+  - locket=0.2.0=py38_1
+  - lz4-c=1.9.2=he6710b0_0
+  - markdown=3.2.2=py_0
+  - markupsafe=1.1.1=py38h7b6447c_0
+  - matplotlib=3.2.2=0
+  - matplotlib-base=3.2.2=py38h2af1d28_0
+  - mkl=2020.1=217
+  - mkl-service=2.3.0=py38he904b0f_0
+  - mkl_fft=1.1.0=py38h23d657b_0
+  - mkl_random=1.1.1=py38h0573a6f_0
+  - more-itertools=8.4.0=py_0
+  - msgpack-python=1.0.0=py38hfd86e86_1
+  - munch=2.5.0=py_0
+  - ncurses=6.2=he6710b0_1
+  - netcdf-fortran=4.5.3=nompi_hfef6a68_100
+  - ninja=1.9.0=py38hfd86e86_0
+  - numba=0.50.1=py38h0573a6f_0
+  - numpy=1.18.5=py38ha1c710e_0
+  - numpy-base=1.18.5=py38hde5b4d6_0
+  - olefile=0.46=py_0
+  - openjpeg=2.3.1=h981e76c_3
+  - openssl=1.1.1g=h7b6447c_0
+  - packaging=20.4=py_0
+  - pandas=1.0.5=py38h0573a6f_0
+  - parso=0.7.0=py_0
+  - partd=1.1.0=py_0
+  - pcre=8.44=he6710b0_0
+  - pexpect=4.8.0=py38_0
+  - pickleshare=0.7.5=py38_1000
+  - pillow=7.1.2=py38hb39fc2d_0
+  - pip=20.1.1=py38_1
+  - pixman=0.38.0=h516909a_1003
+  - pluggy=0.13.1=py38_0
+  - poppler=0.87.0=h4190859_1
+  - poppler-data=0.4.9=1
+  - postgresql=12.3=h8573dbc_0
+  - proj=7.0.0=h966b41f_5
+  - prompt-toolkit=3.0.5=py_0
+  - psutil=5.7.0=py38h7b6447c_0
+  - ptyprocess=0.6.0=py38_0
+  - py=1.9.0=py_0
+  - pycparser=2.20=pyh9f0ad1d_2
+  - pygments=2.6.1=py_0
+  - pyopenssl=19.1.0=py_1
+  - pyparsing=2.4.7=py_0
+  - pyproj=2.6.1.post1=py38h7521cb9_0
+  - pyqt=5.9.2=py38h05f1152_4
+  - pysocks=1.7.1=py38h32f6830_1
+  - pytest=5.4.3=py38_0
+  - python=3.8.5=h4d41432_2_cpython
+  - python-dateutil=2.8.1=py_0
+  - python_abi=3.8=1_cp38
+  - pytorch=1.5.1=py3.8_cuda10.2.89_cudnn7.6.5_0
+  - pytorch-lightning=0.8.4=py_0
+  - pytz=2020.1=py_0
+  - pyyaml=5.3.1=py38h1e0a361_0
+  - qt=5.9.7=h0c104cb_3
+  - rasterio=1.1.5=py38h033e0f6_1
+  - readline=8.0=h7b6447c_0
+  - requests=2.24.0=pyh9f0ad1d_0
+  - rtree=0.9.4=py38h08f867b_1
+  - scikit-learn=0.23.1=py38h423224d_0
+  - scipy=1.5.0=py38h0b6359f_0
+  - setuptools=47.3.1=py38_0
+  - shapely=1.7.0=py38hd168ffb_3
+  - sip=4.19.13=py38he6710b0_0
+  - six=1.15.0=py_0
+  - snuggs=1.4.7=py_0
+  - sortedcontainers=2.2.2=py_0
+  - sqlite=3.32.3=h62c20be_0
+  - tbb=2020.0=hfd86e86_0
+  - tblib=1.6.0=py_0
+  - threadpoolctl=2.1.0=pyh5ca1d4c_0
+  - tiledb=1.7.7=h8efa9f0_3
+  - tk=8.6.10=hbc83047_0
+  - toolz=0.10.0=py_0
+  - torchvision=0.6.1=py38_cu102
+  - tornado=6.0.4=py38h7b6447c_1
+  - tqdm=4.47.0=py_0
+  - traitlets=4.3.3=py38_0
+  - typing_extensions=3.7.4.2=py_0
+  - tzcode=2020a=h516909a_0
+  - wcwidth=0.2.5=py_0
+  - werkzeug=1.0.1=pyh9f0ad1d_0
+  - wheel=0.34.2=py38_0
+  - xarray=0.15.1=py_0
+  - xerces-c=3.2.2=h8412b87_1004
+  - xesmf=0.3.0=py_0
+  - xorg-kbproto=1.0.7=h14c3975_1002
+  - xorg-libice=1.0.10=h516909a_0
+  - xorg-libsm=1.2.3=h84519dc_1000
+  - xorg-libx11=1.6.11=h516909a_0
+  - xorg-libxext=1.3.4=h516909a_0
+  - xorg-libxrender=0.9.10=h516909a_1002
+  - xorg-renderproto=0.11.1=h14c3975_1002
+  - xorg-xextproto=7.3.0=h14c3975_1002
+  - xorg-xproto=7.0.31=h14c3975_1007
+  - xz=5.2.5=h7b6447c_0
+  - yaml=0.2.5=h516909a_0
+  - zict=2.0.0=py_0
+  - zipp=3.1.0=py_0
+  - zlib=1.2.11=h7b6447c_3
+  - zstd=1.4.4=h0b5b093_3
+  - pip:
+    - appdirs==1.4.4
+    - cachetools==4.1.1
+    - cftime==1.2.1
+    - click==6.7
+    - coverage==5.2
+    - dill==0.3.2
+    - elevation==1.0.6
+    - fasteners==0.15
+    - flake8==3.8.3
+    - google-auth==1.18.0
+    - google-auth-oauthlib==0.4.1
+    - grpcio==1.30.0
+    - mccabe==0.6.1
+    - monotonic==1.5
+    - multiprocess==0.70.10
+    - netcdf4==1.5.4
+    - oauthlib==3.1.0
+    - pathos==0.2.6
+    - pox==0.2.8
+    - ppft==1.6.6.2
+    - protobuf==3.12.2
+    - pyasn1==0.4.8
+    - pyasn1-modules==0.2.8
+    - pycodestyle==2.6.0
+    - pyflakes==2.2.0
+    - requests-oauthlib==1.3.0
+    - rsa==4.6
+    - ruamel-yaml==0.16.10
+    - ruamel-yaml-clib==0.2.0
+    - tensorboard==2.2.2
+    - tensorboard-plugin-wit==1.7.0
+    - urllib3==1.25.9
+