Jammy python notes
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IPython3
ipython3 Python 3.10.4 (main, Jun 29 2022, 12:14:53) [GCC 11.2.0] Type 'copyright', 'credits' or 'license' for more information IPython 7.31.1 -- An enhanced Interactive Python. Type '?' for help.
ipython3 | Unpacking python3-backcall (0.2.0-2) ... | -parso (0.8.1-1) ... | -jedi (0.18.0-1) ... | -traitlets (5.1.1-1) ... | -matplotlib-inline (0.1.3-1) ... | -pickleshare (0.7.5-5) ... | -wcwidth (0.2.5+dfsg1-1) ... | -prompt-toolkit (3.0.28-1) ... | ipython3 (7.31.1-1) ...
Python3 Pandas
python3-pandas | -matplotlib (3.5.1-2build1) ... | -numba (0.55.1-0ubuntu2) ... | -pandas-lib:amd64 (1.3.5+dfsg-3) ... | -pandas (1.3.5+dfsg-3) ... | -setuptools (59.6.0-1.2) ... | -wheel (0.37.1-2) ... | -pip (22.0.2+dfsg-1) ... | -pluggy (0.13.0-7.1) ... | -py (1.10.0-1) ... | -toml (0.10.2-1) ... | -pytest (6.2.5-1ubuntu2) ... | -tables-lib (3.7.0-2build1) ... | -tables (3.7.0-2build1) ... | -numexpr (2.8.1-1build1) ... | -openpyxl (3.0.9-1) ... | -xlwt (1.3.0-3) ... | -scipy (1.8.0-1)
Python3 GeoPandas
python3-geopandas | libspatialindex6:amd64 (1.9.3-2) ... | libspatialindex-c6:amd64 (1.9.3-2) ... | pkg-config (0.29.2-1ubuntu3) ... | -click-plugins (1.1.1-3) ... | -cligj (0.7.2-1) ... | -descartes (1.1.0-4) ... | -munch (2.5.0-1) ... | -fiona (1.8.21-1build1) ... | -geographiclib (1.52-1) ... | -pyproj (3.3.0-2build1) ... | -shapely (1.8.0-1build1) ... | -geopandas (0.10.2-1) ... | -geopy (2.2.0-1) ... | libspatialindex-dev:amd64 (1.9.3-2) ... | -rtree (0.9.7-1) ...
Python3 xarray
xarray (0.21.1-1) | libfuse2:amd64 (2.9.9-5ubuntu3) ... | libhttp-parser2.9:amd64 (2.9.4-4) ... | libmbedcrypto7:amd64 (2.28.0-1build1) ... | libmbedx509-1:amd64 (2.28.0-1build1) ... | libmbedtls14:amd64 (2.28.0-1build1) ... | libgit2-1.1:amd64 (1.1.0+dfsg.1-4.1build1) ... | liblzf1:amd64 (3.6-3) ... | -asciitree (0.3.3-3) ... | -blosc (1.9.2+ds1-3build2) ... | -cftime (1.5.2+ds-1build1) ... | -cloudpickle (2.0.0-1) ... | -fsspec (2022.01.0-1) ... | -toolz (0.11.2-1) ... | -locket (0.2.1-1) ... | -partd (1.2.0-1) ... | -dask (2022.01.0+dfsg-1ubuntu1) ... | -msgpack (1.0.3-1build1) ... | -psutil (5.9.0-1build1) ... | -sortedcontainers (2.1.0-2) ... | -tblib (1.7.0-2) ... | -heapdict (1.0.1-1) ... | -zict (2.0.0-1) ... | -distributed (2022.01.0+ds.1-1) ... | -stone (3.3.1-1) ... | -dropbox (11.26.0-1) ... | -monotonic (1.6-2) ... | -fasteners (0.14.1-2) ... | -fusepy (3.0.1-2) ... | -h5py-serial (3.6.0-2build1) ... | -h5netcdf (0.12.0-1) ... | -nacl (1.5.0-2) ... | -netcdf4 (1.5.8-1build1) ... | -numcodecs (0.9.1+ds-2build1) ... | -bcrypt (3.2.0-1build1) ... | -paramiko (2.9.3-0ubuntu1) ... | -pygit2 (1.6.1+dfsg-2) ... | -zarr (2.10.3+ds-1) ... | -libarchive-c (2.9-0.1) ...
$ sudo apt install python3-xarray ... The following additional packages will be installed: libfuse2 libgit2-1.1 libhttp-parser2.9 liblzf1 libmbedcrypto7 libmbedtls14 libmbedx509-1 python3-asciitree python3-bcrypt python3-blosc python3-cftime python3-cloudpickle python3-dask python3-distributed python3-dropbox python3-fasteners python3-fsspec python3-fusepy python3-h5netcdf python3-h5py-serial python3-heapdict python3-libarchive-c python3-locket python3-monotonic python3-msgpack python3-nacl python3-netcdf4 python3-numcodecs python3-paramiko python3-partd python3-psutil python3-pygit2 python3-sortedcontainers python3-stone python3-tblib python3-toolz python3-zarr python3-zict Suggested packages: python-blosc-doc ipython python-dask-doc python3-bcolz python3-boto python3-graphviz python3-h5py python3-skimage python3-sklearn python3-sqlalchemy python-fsspec-doc python-h5py-doc python-nacl-doc python3-gssapi python3-invoke python-psutil-doc python-pygit2-doc python-sortedcontainers-doc python-toolz-doc python-xarray-doc python3-cartopy python3-pydap python3-seaborn jupyter-notebook The following NEW packages will be installed: libfuse2 libgit2-1.1 libhttp-parser2.9 liblzf1 libmbedcrypto7 libmbedtls14 libmbedx509-1 python3-asciitree python3-bcrypt python3-blosc python3-cftime python3-cloudpickle python3-dask python3-distributed python3-dropbox python3-fasteners python3-fsspec python3-fusepy python3-h5netcdf python3-h5py-serial python3-heapdict python3-libarchive-c python3-locket python3-monotonic python3-msgpack python3-nacl python3-netcdf4 python3-numcodecs python3-paramiko python3-partd python3-psutil python3-pygit2 python3-sortedcontainers python3-stone python3-tblib python3-toolz python3-xarray python3-zarr python3-zict 0 upgraded, 39 newly installed, 0 to remove and 16 not upgraded. Need to get 6,281 kB of archives. After this operation, 36.3 MB of additional disk space will be used. ... Get:39 http://mirrors.wikimedia.org/ubuntu jammy/universe amd64 python3-libarchive-c all 2.9-0.1 [14.5 kB] Fetched 6,281 kB in 19s (326 kB/s) Extracting templates from packages: 100% Selecting previously unselected package libfuse2:amd64. (Reading database ... 383465 files and directories currently installed.) Setting up python3-heapdict (1.0.1-1) ... Setting up python3-libarchive-c (2.9-0.1) ... Setting up python3-tblib (1.7.0-2) ... Setting up python3-numcodecs (0.9.1+ds-2build1) ... Setting up python3-bcrypt (3.2.0-1build1) ... Setting up python3-fsspec (2022.01.0-1) ... Setting up python3-xarray (0.21.1-1) ... Setting up python3-sortedcontainers (2.1.0-2) ... Setting up libfuse2:amd64 (2.9.9-5ubuntu3) ... Setting up python3-psutil (5.9.0-1build1) ... Setting up python3-cloudpickle (2.0.0-1) ... Setting up python3-monotonic (1.6-2) ... Setting up python3-blosc (1.9.2+ds1-3build2) ... Setting up python3-stone (3.3.1-1) ... Setting up libmbedcrypto7:amd64 (2.28.0-1build1) ... Setting up liblzf1:amd64 (3.6-3) ... Setting up python3-cftime (1.5.2+ds-1build1) ... Setting up python3-fasteners (0.14.1-2) ... Setting up python3-asciitree (0.3.3-3) ... Setting up python3-toolz (0.11.2-1) ... Setting up python3-msgpack (1.0.3-1build1) ... Setting up python3-zarr (2.10.3+ds-1) ... Setting up python3-zict (2.0.0-1) ... Setting up python3-locket (0.2.1-1) ... Setting up python3-netcdf4 (1.5.8-1build1) ... Setting up python3-nacl (1.5.0-2) ... Setting up libhttp-parser2.9:amd64 (2.9.4-4) ... Setting up python3-dropbox (11.26.0-1) ... Setting up python3-partd (1.2.0-1) ... Setting up libmbedx509-1:amd64 (2.28.0-1build1) ... Setting up libmbedtls14:amd64 (2.28.0-1build1) ... Setting up libgit2-1.1:amd64 (1.1.0+dfsg.1-4.1build1) ... Setting up python3-pygit2 (1.6.1+dfsg-2) ... Setting up python3-dask (2022.01.0+dfsg-1ubuntu1) ... Setting up python3-h5py-serial (3.6.0-2build1) ... Setting up python3-fusepy (3.0.1-2) ... Setting up python3-distributed (2022.01.0+ds.1-1) ... Setting up python3-h5netcdf (0.12.0-1) ... Setting up python3-paramiko (2.9.3-0ubuntu1) ... Processing triggers for man-db (2.10.2-1) ... Processing triggers for libc-bin (2.35-0ubuntu3) ..
osm2pgsql
osm2pgsql | gdal-data (3.4.1+dfsg-1build4) ... | libgdal30 (3.4.1+dfsg-1build4) ... | libgeos3.10.2:amd64 (3.10.2-1) ... | libgeos-c1v5:amd64 (3.10.2-1) ... | proj-data (8.2.1-1) ... | libproj22:amd64 (8.2.1-1) ... | proj-bin (8.2.1-1) ... | python3-pyosmium (3.2.0-1build1) ... | osm2pgsql (1.6.0+ds-1) ... | postgresql-14-postgis-3 (3.2.0+dfsg-1ubuntu1) ... | postgis (3.2.0+dfsg-1ubuntu1) ... | postgis-doc (3.2.0+dfsg-1ubuntu1) ... | postgresql-14-postgis-3-scripts (3.2.0+dfsg-1ubuntu1) ... | python3-psycopg2 (2.9.2-1build2) ... | libgeotiff5:amd64 (1.7.0-2build1) ... | mysql-common (5.8+1.0.8) ... | libmysqlclient21:amd64 (8.0.29-0ubuntu0.22.04.2) ... | libnetcdf19:amd64 (1:4.8.1-1) ... | libhdf5-103-1:amd64 (1.10.7+repack-4ubuntu2) ... | libhdf5-hl-100:amd64 (1.10.7+repack-4ubuntu2) ... | libhdf4-0-alt (4.2.15-4) ... | libkmlbase1:amd64 (1.3.0-9) ... | libkmldom1:amd64 (1.3.0-9) ... | libkmlengine1:amd64 (1.3.0-9) ... | libprotobuf-c1:amd64 (1.3.3-1ubuntu2) ... | libsfcgal1 (1.4.1-1) ... | libodbc2:amd64 (2.3.9-5) ... | unixodbc-common (2.3.9-5) ... | libodbcinst2:amd64 (2.3.9-5) ... | libogdi4.1 (4.1.0+ds-5) ... | libqhull-r8.0:amd64 (2020.2-4) ... | librttopo1:amd64 (1.1.0-2) ... | libspatialite7:amd64 (5.0.1-2build2) ... | libxerces-c3.2:amd64 (3.2.3+debian-3build1) ... | libaec0:amd64 (1.0.6-1) ... | libgmpxx4ldbl:amd64 (2:6.2.1+dfsg-3ubuntu1) ... | libsz2:amd64 (1.0.6-1) ... | liburiparser1:amd64 (0.9.6+dfsg-1) ... | libarpack2:amd64 (3.8.0-1) ... | libsuperlu5:amd64 (5.3.0+dfsg1-2) ... | libarmadillo10 (1:10.8.2+dfsg-1) ... | libblosc1:amd64 (1.21.1+ds2-2) ... | libboost-serialization1.74.0:amd64 (1.74.0-14ubuntu3) ... | libcfitsio9:amd64 (4.0.0-1) ... | libcharls2:amd64 (2.3.4-1) ... | libfyba0:amd64 (4.1.1-7) ... | libfreexl1:amd64 (1.0.6-1) ... | grass-doc (7.8.7-1) ... | grass-core (7.8.7-1) ... | libgdal-grass (3.4.1-3) ...