Updates based on early 2025 packages #321
Description
I like to use a fresh environment each time I teach from this book. I used the following command on Dec 31, 2024 on an Intel Mac.
conda create -n gds_book -c conda-forge bottleneck cenpy contextily dask datashader geopandas hdbscan jupyter jupyterlab-spellchecker netCDF4 osmnx pysal rioxarray seabornList of packages installed along with their versions.
| Name | Version | Build | Channel |
|---|---|---|---|
| access | 1.1.9 | pyhd8ed1ab_2 | conda-forge |
| affine | 2.4.0 | pyhd8ed1ab_1 | conda-forge |
| amply | 0.1.6 | pyhd8ed1ab_1 | conda-forge |
| anyio | 4.7.0 | pyhd8ed1ab_0 | conda-forge |
| aom | 3.9.1 | hf036a51_0 | conda-forge |
| appnope | 0.1.4 | pyhd8ed1ab_1 | conda-forge |
| argon2-cffi | 23.1.0 | pyhd8ed1ab_1 | conda-forge |
| argon2-cffi-bindings | 21.2.0 | py312hb553811_5 | conda-forge |
| arrow | 1.3.0 | pyhd8ed1ab_1 | conda-forge |
| asttokens | 3.0.0 | pyhd8ed1ab_1 | conda-forge |
| async-lru | 2.0.4 | pyhd8ed1ab_1 | conda-forge |
| attrs | 24.3.0 | pyh71513ae_0 | conda-forge |
| aws-c-auth | 0.8.0 | h873230a_15 | conda-forge |
| aws-c-cal | 0.8.1 | hc0df2db_3 | conda-forge |
| aws-c-common | 0.10.6 | h6e16a3a_0 | conda-forge |
| aws-c-compression | 0.3.0 | hc0df2db_5 | conda-forge |
| aws-c-event-stream | 0.5.0 | h8236443_11 | conda-forge |
| aws-c-http | 0.9.2 | h5492b4a_4 | conda-forge |
| aws-c-io | 0.15.3 | h7bd4489_5 | conda-forge |
| aws-c-mqtt | 0.11.0 | h3488609_12 | conda-forge |
| aws-c-s3 | 0.7.7 | ha6e97d4_0 | conda-forge |
| aws-c-sdkutils | 0.2.1 | hc0df2db_4 | conda-forge |
| aws-checksums | 0.2.2 | hc0df2db_4 | conda-forge |
| aws-crt-cpp | 0.29.7 | hd560ef9_7 | conda-forge |
| aws-sdk-cpp | 1.11.458 | ha9aef39_4 | conda-forge |
| azure-core-cpp | 1.14.0 | h9a36307_0 | conda-forge |
| azure-identity-cpp | 1.10.0 | ha4e2ba9_0 | conda-forge |
| azure-storage-blobs-cpp | 12.13.0 | h3d2f5f1_1 | conda-forge |
| azure-storage-common-cpp | 12.8.0 | h1ccc5ac_1 | conda-forge |
| azure-storage-files-datalake-cpp | 12.12.0 | h86941f0_1 | conda-forge |
| babel | 2.16.0 | pyhd8ed1ab_1 | conda-forge |
| beautifulsoup4 | 4.12.3 | pyha770c72_1 | conda-forge |
| bleach | 6.2.0 | pyhd8ed1ab_1 | conda-forge |
| blosc | 1.21.6 | hd145fbb_1 | conda-forge |
| bokeh | 3.6.2 | pyhd8ed1ab_1 | conda-forge |
| bottleneck | 1.4.2 | py312h59f7578_0 | conda-forge |
| branca | 0.8.1 | pyhd8ed1ab_0 | conda-forge |
| brotli | 1.1.0 | h00291cd_2 | conda-forge |
| brotli-bin | 1.1.0 | h00291cd_2 | conda-forge |
| brotli-python | 1.1.0 | py312h5861a67_2 | conda-forge |
| bzip2 | 1.0.8 | hfdf4475_7 | conda-forge |
| c-ares | 1.34.4 | hf13058a_0 | conda-forge |
| ca-certificates | 2024.12.14 | h8857fd0_0 | conda-forge |
| cached-property | 1.5.2 | hd8ed1ab_1 | conda-forge |
| cached_property | 1.5.2 | pyha770c72_1 | conda-forge |
| cenpy | 1.0.1 | pyhd8ed1ab_0 | conda-forge |
| certifi | 2024.12.14 | pyhd8ed1ab_0 | conda-forge |
| cffi | 1.17.1 | py312hf857d28_0 | conda-forge |
| cftime | 1.6.4 | py312h3a11e2b_1 | conda-forge |
| charset-normalizer | 3.4.0 | pyhd8ed1ab_1 | conda-forge |
| click | 8.1.8 | pyh707e725_0 | conda-forge |
| click-plugins | 1.1.1 | pyhd8ed1ab_1 | conda-forge |
| cligj | 0.7.2 | pyhd8ed1ab_2 | conda-forge |
| cloudpickle | 3.1.0 | pyhd8ed1ab_2 | conda-forge |
| coin-or-cbc | 2.10.12 | h26cd4a2_1 | conda-forge |
| coin-or-cgl | 0.60.9 | h5c63661_0 | conda-forge |
| coin-or-clp | 1.17.10 | hf05e7e8_0 | conda-forge |
| coin-or-osi | 0.108.11 | h8c189bd_1 | conda-forge |
| coin-or-utils | 2.11.12 | h95c8798_1 | conda-forge |
| coincbc | 2.10.12 | 1_metapackage | conda-forge |
| colorama | 0.4.6 | pyhd8ed1ab_1 | conda-forge |
| colorcet | 3.1.0 | pyhd8ed1ab_1 | conda-forge |
| comm | 0.2.2 | pyhd8ed1ab_1 | conda-forge |
| contextily | 1.6.2 | pyhd8ed1ab_1 | conda-forge |
| contourpy | 1.3.1 | py312hc47a885_0 | conda-forge |
| cycler | 0.12.1 | pyhd8ed1ab_1 | conda-forge |
| cytoolz | 1.0.1 | py312h01d7ebd_0 | conda-forge |
| dask | 2024.12.1 | pyhd8ed1ab_0 | conda-forge |
| dask-core | 2024.12.1 | pyhd8ed1ab_0 | conda-forge |
| dask-expr | 1.1.21 | pyhd8ed1ab_0 | conda-forge |
| datashader | 0.16.3 | pyhd8ed1ab_1 | conda-forge |
| dav1d | 1.2.1 | h0dc2134_0 | conda-forge |
| debugpy | 1.8.11 | py312haafddd8_0 | conda-forge |
| decorator | 5.1.1 | pyhd8ed1ab_1 | conda-forge |
| defusedxml | 0.7.1 | pyhd8ed1ab_0 | conda-forge |
| deprecation | 2.1.0 | pyh9f0ad1d_0 | conda-forge |
| distributed | 2024.12.1 | pyhd8ed1ab_0 | conda-forge |
| docutils | 0.21.2 | pyhd8ed1ab_1 | conda-forge |
| entrypoints | 0.4 | pyhd8ed1ab_1 | conda-forge |
| esda | 2.6.0 | pyhd8ed1ab_1 | conda-forge |
| exceptiongroup | 1.2.2 | pyhd8ed1ab_1 | conda-forge |
| executing | 2.1.0 | pyhd8ed1ab_1 | conda-forge |
| fiona | 1.10.1 | py312h4bcfd6b_3 | conda-forge |
| folium | 0.19.3 | pyhd8ed1ab_0 | conda-forge |
| fonttools | 4.55.3 | py312h3520af0_1 | conda-forge |
| fqdn | 1.5.1 | pyhd8ed1ab_1 | conda-forge |
| freetype | 2.12.1 | h60636b9_2 | conda-forge |
| freexl | 2.0.0 | h3183152_2 | conda-forge |
| fsspec | 2024.12.0 | pyhd8ed1ab_0 | conda-forge |
| fuzzywuzzy | 0.18.0 | pyhd8ed1ab_1 | conda-forge |
| geographiclib | 2 | pyhd8ed1ab_1 | conda-forge |
| geopandas | 1.0.1 | pyhd8ed1ab_3 | conda-forge |
| geopandas-base | 1.0.1 | pyha770c72_3 | conda-forge |
| geopy | 2.4.1 | pyhd8ed1ab_2 | conda-forge |
| geos | 3.13.0 | hac325c4_0 | conda-forge |
| geotiff | 1.7.3 | h2b6e260_3 | conda-forge |
| gflags | 2.2.2 | hac325c4_1005 | conda-forge |
| giddy | 2.3.6 | pyhd8ed1ab_0 | conda-forge |
| giflib | 5.2.2 | h10d778d_0 | conda-forge |
| glog | 0.7.1 | h2790a97_0 | conda-forge |
| gmp | 6.3.0 | hf036a51_2 | conda-forge |
| gmpy2 | 2.1.5 | py312h068713c_3 | conda-forge |
| h11 | 0.14.0 | pyhd8ed1ab_1 | conda-forge |
| h2 | 4.1.0 | pyhd8ed1ab_1 | conda-forge |
| hdbscan | 0.8.39 | py312h59f7578_0 | conda-forge |
| hdf4 | 4.2.15 | h8138101_7 | conda-forge |
| hdf5 | 1.14.4 | nompi_h1607680_105 | conda-forge |
| hpack | 4.0.0 | pyhd8ed1ab_1 | conda-forge |
| httpcore | 1.0.7 | pyh29332c3_1 | conda-forge |
| httpx | 0.28.1 | pyhd8ed1ab_0 | conda-forge |
| hyperframe | 6.0.1 | pyhd8ed1ab_1 | conda-forge |
| icu | 75.1 | h120a0e1_0 | conda-forge |
| idna | 3.1 | pyhd8ed1ab_1 | conda-forge |
| importlib-metadata | 8.5.0 | pyha770c72_1 | conda-forge |
| importlib_resources | 6.4.5 | pyhd8ed1ab_1 | conda-forge |
| inequality | 1.0.1 | pyhd8ed1ab_1 | conda-forge |
| ipykernel | 6.29.5 | pyh57ce528_0 | conda-forge |
| ipython | 8.31.0 | pyh707e725_0 | conda-forge |
| ipywidgets | 8.1.5 | pyhd8ed1ab_1 | conda-forge |
| isoduration | 20.11.0 | pyhd8ed1ab_1 | conda-forge |
| jedi | 0.19.2 | pyhd8ed1ab_1 | conda-forge |
| jinja2 | 3.1.5 | pyhd8ed1ab_0 | conda-forge |
| joblib | 1.4.2 | pyhd8ed1ab_1 | conda-forge |
| json-c | 0.18 | hc62ec3d_0 | conda-forge |
| json5 | 0.10.0 | pyhd8ed1ab_1 | conda-forge |
| jsonpointer | 3.0.0 | py312hb401068_1 | conda-forge |
| jsonschema | 4.23.0 | pyhd8ed1ab_1 | conda-forge |
| jsonschema-specifications | 2024.10.1 | pyhd8ed1ab_1 | conda-forge |
| jsonschema-with-format-nongpl | 4.23.0 | hd8ed1ab_1 | conda-forge |
| jupyter | 1.1.1 | pyhd8ed1ab_1 | conda-forge |
| jupyter-lsp | 2.2.5 | pyhd8ed1ab_1 | conda-forge |
| jupyter_client | 8.6.3 | pyhd8ed1ab_1 | conda-forge |
| jupyter_console | 6.6.3 | pyhd8ed1ab_1 | conda-forge |
| jupyter_core | 5.7.2 | pyh31011fe_1 | conda-forge |
| jupyter_events | 0.11.0 | pyhd8ed1ab_0 | conda-forge |
| jupyter_server | 2.15.0 | pyhd8ed1ab_0 | conda-forge |
| jupyter_server_terminals | 0.5.3 | pyhd8ed1ab_1 | conda-forge |
| jupyterlab | 4.3.4 | pyhd8ed1ab_0 | conda-forge |
| jupyterlab-spellchecker | 0.8.4 | pyhd8ed1ab_0 | conda-forge |
| jupyterlab_pygments | 0.3.0 | pyhd8ed1ab_2 | conda-forge |
| jupyterlab_server | 2.27.3 | pyhd8ed1ab_1 | conda-forge |
| jupyterlab_widgets | 3.0.13 | pyhd8ed1ab_1 | conda-forge |
| kiwisolver | 1.4.7 | py312hc5c4d5f_0 | conda-forge |
| krb5 | 1.21.3 | h37d8d59_0 | conda-forge |
| lcms2 | 2.16 | ha2f27b4_0 | conda-forge |
| lerc | 4.0.0 | hb486fe8_0 | conda-forge |
| levenshtein | 0.26.1 | py312hae40c12_0 | conda-forge |
| libabseil | 20240722 | cxx17_h0e468a2_2 | conda-forge |
| libaec | 1.1.3 | h73e2aa4_0 | conda-forge |
| libarchive | 3.7.7 | h1a33361_3 | conda-forge |
| libarrow | 18.1.0 | h731e907_7_cpu | conda-forge |
| libarrow-acero | 18.1.0 | ha6338a2_7_cpu | conda-forge |
| libarrow-dataset | 18.1.0 | ha6338a2_7_cpu | conda-forge |
| libarrow-substrait | 18.1.0 | h5c2345d_7_cpu | conda-forge |
| libavif16 | 1.1.1 | h71406da_2 | conda-forge |
| libblas | 3.9.0 | 26_osx64_openblas | conda-forge |
| libbrotlicommon | 1.1.0 | h00291cd_2 | conda-forge |
| libbrotlidec | 1.1.0 | h00291cd_2 | conda-forge |
| libbrotlienc | 1.1.0 | h00291cd_2 | conda-forge |
| libcblas | 3.9.0 | 26_osx64_openblas | conda-forge |
| libcrc32c | 1.1.2 | he49afe7_0 | conda-forge |
| libcurl | 8.11.1 | h5dec5d8_0 | conda-forge |
| libcxx | 19.1.6 | hf95d169_1 | conda-forge |
| libde265 | 1.0.15 | h7728843_0 | conda-forge |
| libdeflate | 1.23 | he65b83e_0 | conda-forge |
| libedit | 3.1.20191231 | h0678c8f_2 | conda-forge |
| libev | 4.33 | h10d778d_2 | conda-forge |
| libevent | 2.1.12 | ha90c15b_1 | conda-forge |
| libexpat | 2.6.4 | h240833e_0 | conda-forge |
| libffi | 3.4.2 | h0d85af4_5 | conda-forge |
| libgdal-core | 3.10.0 | ha746336_13 | conda-forge |
| libgfortran | 5.0.0 | 13_2_0_h97931a8_3 | conda-forge |
| libgfortran5 | 13.2.0 | h2873a65_3 | conda-forge |
| libgoogle-cloud | 2.33.0 | h7000a09_1 | conda-forge |
| libgoogle-cloud-storage | 2.33.0 | h3f2b517_1 | conda-forge |
| libgrpc | 1.67.1 | h4896ac0_1 | conda-forge |
| libheif | 1.19.5 | gpl_hc62a4a2_100 | conda-forge |
| libiconv | 1.17 | hd75f5a5_2 | conda-forge |
| libjpeg-turbo | 3.0.0 | h0dc2134_1 | conda-forge |
| libkml | 1.3.0 | h9ee1731_1021 | conda-forge |
| liblapack | 3.9.0 | 26_osx64_openblas | conda-forge |
| liblapacke | 3.9.0 | 26_osx64_openblas | conda-forge |
| libllvm14 | 14.0.6 | hc8e404f_4 | conda-forge |
| liblzma | 5.6.3 | hd471939_1 | conda-forge |
| libnetcdf | 4.9.2 | nompi_hd7a758f_116 | conda-forge |
| libnghttp2 | 1.64.0 | hc7306c3_0 | conda-forge |
| libopenblas | 0.3.28 | openmp_hbf64a52_1 | conda-forge |
| libparquet | 18.1.0 | h3e22b07_7_cpu | conda-forge |
| libpng | 1.6.44 | h4b8f8c9_0 | conda-forge |
| libprotobuf | 5.28.3 | h6401091_1 | conda-forge |
| libpysal | 4.12.1 | pyhd8ed1ab_1 | conda-forge |
| libre2-11 | 2024.07.02 | h0e468a2_2 | conda-forge |
| librttopo | 1.1.0 | hdfb80b9_17 | conda-forge |
| libsodium | 1.0.20 | hfdf4475_0 | conda-forge |
| libspatialindex | 2.1.0 | h501a4e1_0 | conda-forge |
| libspatialite | 5.1.0 | h74337a0_12 | conda-forge |
| libsqlite | 3.47.2 | hdb6dae5_0 | conda-forge |
| libssh2 | 1.11.1 | h3dc7d44_0 | conda-forge |
| libthrift | 0.21.0 | h75589b3_0 | conda-forge |
| libtiff | 4.7.0 | hb77a491_3 | conda-forge |
| libutf8proc | 2.9.0 | h6e16a3a_1 | conda-forge |
| libwebp-base | 1.5.0 | h6cf52b4_0 | conda-forge |
| libxcb | 1.17.0 | hf1f96e2_0 | conda-forge |
| libxml2 | 2.13.5 | hebb159f_1 | conda-forge |
| libzip | 1.11.2 | h31df5bb_0 | conda-forge |
| libzlib | 1.3.1 | hd23fc13_2 | conda-forge |
| llvm-openmp | 19.1.6 | ha54dae1_0 | conda-forge |
| llvmlite | 0.43.0 | py312hcc8fd36_1 | conda-forge |
| locket | 1.0.0 | pyhd8ed1ab_0 | conda-forge |
| lz4 | 4.3.3 | py312h3d55e07_2 | conda-forge |
| lz4-c | 1.10.0 | h240833e_1 | conda-forge |
| lzo | 2.1 | h10d778d_1001 | conda-forge |
| mapclassify | 2.8.1 | pyhd8ed1ab_1 | conda-forge |
| markupsafe | 3.0.2 | py312h3520af0_1 | conda-forge |
| matplotlib-base | 3.10.0 | py312h535dea3_0 | conda-forge |
| matplotlib-inline | 0.1.7 | pyhd8ed1ab_1 | conda-forge |
| mercantile | 1.2.1 | pyhd8ed1ab_1 | conda-forge |
| mgwr | 2.2.1 | pyhd8ed1ab_1 | conda-forge |
| minizip | 4.0.7 | hfb7a1ec_3 | conda-forge |
| mistune | 3.0.2 | pyhd8ed1ab_1 | conda-forge |
| momepy | 0.9.1 | pyhd8ed1ab_0 | conda-forge |
| mpc | 1.3.1 | h9d8efa1_1 | conda-forge |
| mpfr | 4.2.1 | haed47dc_3 | conda-forge |
| mpmath | 1.3.0 | pyhd8ed1ab_1 | conda-forge |
| msgpack-python | 1.1.0 | py312hc5c4d5f_0 | conda-forge |
| multipledispatch | 0.6.0 | pyhd8ed1ab_1 | conda-forge |
| munkres | 1.1.4 | pyh9f0ad1d_0 | conda-forge |
| nbclient | 0.10.2 | pyhd8ed1ab_0 | conda-forge |
| nbconvert-core | 7.16.4 | pyhd8ed1ab_3 | conda-forge |
| nbformat | 5.10.4 | pyhd8ed1ab_1 | conda-forge |
| ncurses | 6.5 | hf036a51_1 | conda-forge |
| nest-asyncio | 1.6.0 | pyhd8ed1ab_1 | conda-forge |
| netcdf4 | 1.7.2 | nompi_py312haf04bd4_101 | conda-forge |
| networkx | 3.4.2 | pyh267e887_2 | conda-forge |
| notebook | 7.3.2 | pyhd8ed1ab_0 | conda-forge |
| notebook-shim | 0.2.4 | pyhd8ed1ab_1 | conda-forge |
| numba | 0.60.0 | py312hc3b515d_0 | conda-forge |
| numpy | 2.0.2 | py312hfc93d17_1 | conda-forge |
| openjpeg | 2.5.3 | h7fd6d84_0 | conda-forge |
| openssl | 3.4.0 | hd471939_0 | conda-forge |
| orc | 2.0.3 | h85ea3fe_2 | conda-forge |
| osmnx | 2.0.0 | ha770c72_5 | conda-forge |
| osmnx-base | 2.0.0 | pyhd8ed1ab_5 | conda-forge |
| overrides | 7.7.0 | pyhd8ed1ab_1 | conda-forge |
| packaging | 24.2 | pyhd8ed1ab_2 | conda-forge |
| pandas | 2.2.3 | py312h98e817e_1 | conda-forge |
| pandocfilters | 1.5.0 | pyhd8ed1ab_0 | conda-forge |
| param | 2.2.0 | pyhd8ed1ab_0 | conda-forge |
| parso | 0.8.4 | pyhd8ed1ab_1 | conda-forge |
| partd | 1.4.2 | pyhd8ed1ab_0 | conda-forge |
| patsy | 1.0.1 | pyhd8ed1ab_1 | conda-forge |
| pcre2 | 10.44 | h7634a1b_2 | conda-forge |
| pexpect | 4.9.0 | pyhd8ed1ab_1 | conda-forge |
| pickleshare | 0.7.5 | pyhd8ed1ab_1004 | conda-forge |
| pillow | 11.0.0 | py312h66fe14f_0 | conda-forge |
| pip | 24.3.1 | pyh8b19718_2 | conda-forge |
| pkgutil-resolve-name | 1.3.10 | pyhd8ed1ab_2 | conda-forge |
| platformdirs | 4.3.6 | pyhd8ed1ab_1 | conda-forge |
| pointpats | 2.5.1 | pyhd8ed1ab_1 | conda-forge |
| proj | 9.5.1 | h5273da6_0 | conda-forge |
| prometheus_client | 0.21.1 | pyhd8ed1ab_0 | conda-forge |
| prompt-toolkit | 3.0.48 | pyha770c72_1 | conda-forge |
| prompt_toolkit | 3.0.48 | hd8ed1ab_1 | conda-forge |
| psutil | 6.1.1 | py312h01d7ebd_0 | conda-forge |
| pthread-stubs | 0.4 | h00291cd_1002 | conda-forge |
| ptyprocess | 0.7.0 | pyhd8ed1ab_1 | conda-forge |
| pulp | 2.8.0 | py312hb401068_0 | conda-forge |
| pure_eval | 0.2.3 | pyhd8ed1ab_1 | conda-forge |
| pyarrow | 18.1.0 | py312hb401068_0 | conda-forge |
| pyarrow-core | 18.1.0 | py312h5157fe3_0_cpu | conda-forge |
| pycparser | 2.22 | pyh29332c3_1 | conda-forge |
| pyct | 0.5.0 | pyhd8ed1ab_1 | conda-forge |
| pygments | 2.18.0 | pyhd8ed1ab_1 | conda-forge |
| pyobjc-core | 10.3.2 | py312h2365019_0 | conda-forge |
| pyobjc-framework-cocoa | 10.3.2 | py312h2365019_0 | conda-forge |
| pyogrio | 0.10.0 | py312h4bcfd6b_1 | conda-forge |
| pyparsing | 3.2.1 | pyhd8ed1ab_0 | conda-forge |
| pyproj | 3.7.0 | py312h9673cc4_0 | conda-forge |
| pysal | 24.7 | pyhd8ed1ab_1 | conda-forge |
| pysocks | 1.7.1 | pyha55dd90_7 | conda-forge |
| python | 3.12.8 | h9ccd52b_1_cpython | conda-forge |
| python-dateutil | 2.9.0.post0 | pyhff2d567_1 | conda-forge |
| python-fastjsonschema | 2.21.1 | pyhd8ed1ab_0 | conda-forge |
| python-json-logger | 2.0.7 | pyhd8ed1ab_0 | conda-forge |
| python-levenshtein | 0.26.1 | pyhff2d567_1 | conda-forge |
| python-tzdata | 2024.2 | pyhd8ed1ab_1 | conda-forge |
| python_abi | 3.12 | 5_cp312 | conda-forge |
| pytz | 2024.1 | pyhd8ed1ab_0 | conda-forge |
| pyyaml | 6.0.2 | py312hb553811_1 | conda-forge |
| pyzmq | 26.2.0 | py312h1060d5c_3 | conda-forge |
| qhull | 2020.2 | h3c5361c_5 | conda-forge |
| quantecon | 0.7.2 | pyhd8ed1ab_0 | conda-forge |
| rapidfuzz | 3.11.0 | py312haafddd8_0 | conda-forge |
| rasterio | 1.4.3 | py312h7846a4c_0 | conda-forge |
| rasterstats | 0.20.0 | pyhd8ed1ab_1 | conda-forge |
| rav1e | 0.6.6 | h7205ca4_2 | conda-forge |
| re2 | 2024.07.02 | ha5e900a_2 | conda-forge |
| readline | 8.2 | h9e318b2_1 | conda-forge |
| referencing | 0.35.1 | pyhd8ed1ab_1 | conda-forge |
| requests | 2.32.3 | pyhd8ed1ab_1 | conda-forge |
| rfc3339-validator | 0.1.4 | pyhd8ed1ab_1 | conda-forge |
| rfc3986-validator | 0.1.1 | pyh9f0ad1d_0 | conda-forge |
| rio-vrt | 0.3.1 | pyhd8ed1ab_1 | conda-forge |
| rioxarray | 0.17.0 | pyhd8ed1ab_0 | conda-forge |
| rpds-py | 0.22.3 | py312h0d0de52_0 | conda-forge |
| rtree | 1.3.0 | py312hf2eabd5_3 | conda-forge |
| scikit-learn | 1.6.0 | py312he1a5313_0 | conda-forge |
| scipy | 1.14.1 | py312h3b0f538_2 | conda-forge |
| seaborn | 0.13.2 | hd8ed1ab_3 | conda-forge |
| seaborn-base | 0.13.2 | pyhd8ed1ab_3 | conda-forge |
| segregation | 2.5.1 | pyhd8ed1ab_1 | conda-forge |
| send2trash | 1.8.3 | pyh31c8845_1 | conda-forge |
| setuptools | 75.6.0 | pyhff2d567_1 | conda-forge |
| shapely | 2.0.6 | py312h4ff98d2_2 | conda-forge |
| simplejson | 3.19.3 | py312hb553811_1 | conda-forge |
| six | 1.17.0 | pyhd8ed1ab_0 | conda-forge |
| snappy | 1.2.1 | haf3c120_1 | conda-forge |
| sniffio | 1.3.1 | pyhd8ed1ab_1 | conda-forge |
| snuggs | 1.4.7 | pyhd8ed1ab_2 | conda-forge |
| sortedcontainers | 2.4.0 | pyhd8ed1ab_0 | conda-forge |
| soupsieve | 2.5 | pyhd8ed1ab_1 | conda-forge |
| spaghetti | 1.7.6 | pyhd8ed1ab_1 | conda-forge |
| spglm | 1.1.0 | pyhd8ed1ab_2 | conda-forge |
| spint | 1.0.7 | pyhd8ed1ab_2 | conda-forge |
| splot | 1.1.7 | pyhd8ed1ab_1 | conda-forge |
| spopt | 0.6.1 | pyhd8ed1ab_0 | conda-forge |
| spreg | 1.8.1 | pyhd8ed1ab_1 | conda-forge |
| spvcm | 0.3.0 | pyhd8ed1ab_2 | conda-forge |
| sqlite | 3.47.2 | h2e4c9dc_0 | conda-forge |
| stack_data | 0.6.3 | pyhd8ed1ab_1 | conda-forge |
| statsmodels | 0.14.4 | py312h3a11e2b_0 | conda-forge |
| svt-av1 | 2.3.0 | h97d8b74_0 | conda-forge |
| sympy | 1.13.3 | pypyh2585a3b_103 | conda-forge |
| tblib | 3.0.0 | pyhd8ed1ab_1 | conda-forge |
| terminado | 0.18.1 | pyh31c8845_0 | conda-forge |
| threadpoolctl | 3.5.0 | pyhc1e730c_0 | conda-forge |
| tinycss2 | 1.4.0 | pyhd8ed1ab_0 | conda-forge |
| tk | 8.6.13 | h1abcd95_1 | conda-forge |
| tobler | 0.12.0 | pyhd8ed1ab_1 | conda-forge |
| tomli | 2.2.1 | pyhd8ed1ab_1 | conda-forge |
| toolz | 1.0.0 | pyhd8ed1ab_1 | conda-forge |
| tornado | 6.4.2 | py312h01d7ebd_0 | conda-forge |
| tqdm | 4.67.1 | pyhd8ed1ab_1 | conda-forge |
| traitlets | 5.14.3 | pyhd8ed1ab_1 | conda-forge |
| types-python-dateutil | 2.9.0.20241206 | pyhd8ed1ab_0 | conda-forge |
| typing-extensions | 4.12.2 | hd8ed1ab_1 | conda-forge |
| typing_extensions | 4.12.2 | pyha770c72_1 | conda-forge |
| typing_utils | 0.1.0 | pyhd8ed1ab_1 | conda-forge |
| tzdata | 2024b | hc8b5060_0 | conda-forge |
| unicodedata2 | 15.1.0 | py312h3d0f464_1 | conda-forge |
| uri-template | 1.3.0 | pyhd8ed1ab_1 | conda-forge |
| uriparser | 0.9.8 | h6aefe2f_0 | conda-forge |
| urllib3 | 2.3.0 | pyhd8ed1ab_0 | conda-forge |
| wcwidth | 0.2.13 | pyhd8ed1ab_1 | conda-forge |
| webcolors | 24.11.1 | pyhd8ed1ab_0 | conda-forge |
| webencodings | 0.5.1 | pyhd8ed1ab_3 | conda-forge |
| websocket-client | 1.8.0 | pyhd8ed1ab_1 | conda-forge |
| wheel | 0.45.1 | pyhd8ed1ab_1 | conda-forge |
| widgetsnbextension | 4.0.13 | pyhd8ed1ab_1 | conda-forge |
| x265 | 3.5 | hbb4e6a2_3 | conda-forge |
| xarray | 2024.11.0 | pyhd8ed1ab_0 | conda-forge |
| xerces-c | 3.2.5 | h197e74d_2 | conda-forge |
| xorg-libxau | 1.0.12 | h6e16a3a_0 | conda-forge |
| xorg-libxdmcp | 1.1.5 | h00291cd_0 | conda-forge |
| xyzservices | 2024.9.0 | pyhd8ed1ab_1 | conda-forge |
| yaml | 0.2.5 | h0d85af4_2 | conda-forge |
| zeromq | 4.3.5 | h7130eaa_7 | conda-forge |
| zict | 3.0.0 | pyhd8ed1ab_1 | conda-forge |
| zipp | 3.21.0 | pyhd8ed1ab_1 | conda-forge |
| zlib | 1.3.1 | hd23fc13_2 | conda-forge |
| zstandard | 0.23.0 | py312h7122b0e_1 | conda-forge |
| zstd | 1.5.6 | h915ae27_0 | conda-forge |
The following are updates to the book to match these package versions.
from pysal.explore import esdaproduces this message from numba.
OMP: Info #276: omp_set_nested routine deprecated, please use omp_set_max_active_levels instead.
I suspect this is peculiar to my ancient Intel Mac, but I thought I'd flag it.
03_spatial_data.ipynb and 12_feature_engineering.ipynb
The osmnx config() function has been replaced by a settings module. This line
osmnx.config(
overpass_settings='[out:json][timeout:90][date:"2021-10-07T00:00:00Z"]'
)should change to this.
osmnx.settings.overpass_settings='[out:json][timeout:90][date:"2021-10-07T00:00:00Z"]'07_local_autocorrelation.ipynb
In the last cell, matplotlib throws the following message.
Ignoring fixed y limits to fulfill fixed data aspect with adjustable data limits.
This is caused by this line.
# Keep proportion of axes
axs[i].axis("equal")It appears that matplotlib was ignoring this line all along, but now tells you about it. Probably could delete it.
12_feature_engineering.ipynb
osmnx has changed its syntax for querying features from OSM. In addition, OSM has changed the attributes it returns with each feature. This code no longer works.
%%time
pois = osmnx.geometries_from_polygon(
airbnbs_ch, tags={"amenity": ["restaurant", "bar"]}
).reset_index()[
[
"element_type",
"osmid",
"amenity",
"cuisine",
"name",
"geometry",
]
]The following works.
%%time
pois = osmnx.features_from_polygon(
airbnbs_ch, tags={"amenity": ["restaurant", "bar"]}
).reset_index()
pois = pois.rename(columns={'id':'osmid'})
pois = pois[
[
"osmid",
"amenity",
"cuisine",
"name",
"geometry",
]
]GeoPandas has changed the op parameter to predicate. The following no longer works.
# Spatial join, appending attributes from right table to left one
joined = geopandas.sjoin(
# Right table - POIs
pois_albers,
# Left table - Airbnb with the geometry reset from the original
# points to the 500-meter buffer and selecting only `id` and
# `buffer_500m` column
airbnbs_albers.set_geometry("buffer_500m")[["id", "buffer_500m"]],
# Operation (spatial predicate) to use for the spatial join (`within`)
op="within",
)This will fix it.
# Spatial join, appending attributes from right table to left one
joined = geopandas.sjoin(
# Right table - POIs
pois_albers,
# Left table - Airbnb with the geometry reset from the original
# points to the 500-meter buffer and selecting only `id` and
# `buffer_500m` column
airbnbs_albers.set_geometry("buffer_500m")[["id", "buffer_500m"]],
# Operation (spatial predicate) to use for the spatial join (`within`)
predicate="within",
)A change in Rasterio results in dem.crs returning the WKT projection info, which is kinda confusing since it name checks five different EPSG numbers.
CRS.from_wkt('GEOGCS["WGS 84",DATUM["WGS_1984",SPHEROID["WGS 84",6378137,298.257223563,AUTHORITY["EPSG","7030"]],AUTHORITY["EPSG","6326"]],PRIMEM["Greenwich",0,AUTHORITY["EPSG","8901"]],UNIT["degree",0.0174532925199433,AUTHORITY["EPSG","9122"]],AXIS["Latitude",NORTH],AXIS["Longitude",EAST],AUTHORITY["EPSG","4326"]]')
Changing this to print(dem.crs) returns the following, which is clearer.
EPSG:4326