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zonca/01_environment.ipynb

Created October 26, 2023 15:47
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01_environment.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "328e0beb-3f8d-4453-8b0c-46a1f2088c01",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"DISTRIB_ID=Ubuntu\n",
"DISTRIB_RELEASE=22.04\n",
"DISTRIB_CODENAME=jammy\n",
"DISTRIB_DESCRIPTION=\"Ubuntu 22.04.3 LTS\"\n",
"PRETTY_NAME=\"Ubuntu 22.04.3 LTS\"\n",
"NAME=\"Ubuntu\"\n",
"VERSION_ID=\"22.04\"\n",
"VERSION=\"22.04.3 LTS (Jammy Jellyfish)\"\n",
"VERSION_CODENAME=jammy\n",
"ID=ubuntu\n",
"ID_LIKE=debian\n",
"HOME_URL=\"https://www.ubuntu.com/\"\n",
"SUPPORT_URL=\"https://help.ubuntu.com/\"\n",
"BUG_REPORT_URL=\"https://bugs.launchpad.net/ubuntu/\"\n",
"PRIVACY_POLICY_URL=\"https://www.ubuntu.com/legal/terms-and-policies/privacy-policy\"\n",
"UBUNTU_CODENAME=jammy\n"
]
}
],
"source": [
"!cat /etc/*rel*"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "44d2c29f-5327-4815-96d0-5889da22fffa",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"jupyter-zo\n"
]
}
],
"source": [
"!hostname"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "e9f6cf12-f51e-4b85-b569-6972de252cb0",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"JUPYTER_IMAGE=jupyter/scipy-notebook:2023-10-02\n",
"JUPYTER_IMAGE_SPEC=jupyter/scipy-notebook:2023-10-02\n"
]
}
],
"source": [
"!env | grep IMAGE"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "02434914-6d11-4853-bef8-b562eaf45aae",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'2.0'"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import os\n",
"os.environ[\"CPU_LIMIT\"]"
]
},
{
"cell_type": "markdown",
"id": "a0c3eb4d-4b53-45d5-8189-98d96bbe19c1",
"metadata": {},
"source": [
"## Install Python packages\n",
"\n",
"Only available until the Pod is restarted"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "13205421-7144-49a9-a392-9aa9fd784e56",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Collecting astropy\n",
" Obtaining dependency information for astropy from https://files.pythonhosted.org/packages/74/e3/2e193faed9fa43ea2067e51806c3bd102ebbc7e814c69a34179bac0a1b06/astropy-5.3.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata\n",
" Downloading astropy-5.3.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (9.4 kB)\n",
"Requirement already satisfied: numpy<2,>=1.21 in /opt/conda/lib/python3.11/site-packages (from astropy) (1.24.4)\n",
"Collecting pyerfa>=2.0 (from astropy)\n",
" Obtaining dependency information for pyerfa>=2.0 from https://files.pythonhosted.org/packages/8c/1d/1f1867468bde3e68050e0a366112b6f1a70947560276873bc18626eee3fd/pyerfa-2.0.1.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata\n",
" Downloading pyerfa-2.0.1.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (5.5 kB)\n",
"Requirement already satisfied: PyYAML>=3.13 in /opt/conda/lib/python3.11/site-packages (from astropy) (6.0.1)\n",
"Requirement already satisfied: packaging>=19.0 in /opt/conda/lib/python3.11/site-packages (from astropy) (23.2)\n",
"Downloading astropy-5.3.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (10.3 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m10.3/10.3 MB\u001b[0m \u001b[31m87.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m:00:01\u001b[0m:01\u001b[0m\n",
"\u001b[?25hDownloading pyerfa-2.0.1.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (739 kB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m739.5/739.5 kB\u001b[0m \u001b[31m82.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hInstalling collected packages: pyerfa, astropy\n",
"Successfully installed astropy-5.3.4 pyerfa-2.0.1.1\n"
]
}
],
"source": [
"!pip install astropy"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "e1a7b3bd-eb30-4cff-9d5a-d4ebf0ec646b",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"2.147483648"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import astropy.units as u\n",
"(os.environ[\"MEM_LIMIT\"] * u.byte).to(u.GB)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "09f56ef7-0b40-4311-8542-20a013134df3",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"# packages in environment at /opt/conda:\n",
"#\n",
"# Name Version Build Channel\n",
"_libgcc_mutex 0.1 conda_forge conda-forge\n",
"_openmp_mutex 4.5 2_kmp_llvm conda-forge\n",
"alembic 1.12.0 pyhd8ed1ab_0 conda-forge\n",
"altair 5.1.1 pyhd8ed1ab_0 conda-forge\n",
"anyio 4.0.0 pyhd8ed1ab_0 conda-forge\n",
"aom 3.5.0 h27087fc_0 conda-forge\n",
"argon2-cffi 23.1.0 pyhd8ed1ab_0 conda-forge\n",
"argon2-cffi-bindings 21.2.0 py311h459d7ec_4 conda-forge\n",
"arrow 1.3.0 pyhd8ed1ab_0 conda-forge\n",
"astropy 5.3.4 pypi_0 pypi\n",
"asttokens 2.4.0 pyhd8ed1ab_0 conda-forge\n",
"async-lru 2.0.4 pyhd8ed1ab_0 conda-forge\n",
"async_generator 1.10 py_0 conda-forge\n",
"attrs 23.1.0 pyh71513ae_1 conda-forge\n",
"aws-c-auth 0.7.4 hc8144f4_1 conda-forge\n",
"aws-c-cal 0.6.2 h09139f6_2 conda-forge\n",
"aws-c-common 0.9.3 hd590300_0 conda-forge\n",
"aws-c-compression 0.2.17 h184a658_3 conda-forge\n",
"aws-c-event-stream 0.3.2 hd6ebb48_1 conda-forge\n",
"aws-c-http 0.7.13 hc690213_1 conda-forge\n",
"aws-c-io 0.13.32 h89a0be2_4 conda-forge\n",
"aws-c-mqtt 0.9.6 h32970c0_2 conda-forge\n",
"aws-c-s3 0.3.17 hb5e3142_3 conda-forge\n",
"aws-c-sdkutils 0.1.12 h184a658_2 conda-forge\n",
"aws-checksums 0.1.17 h184a658_2 conda-forge\n",
"aws-crt-cpp 0.23.1 h94c364a_5 conda-forge\n",
"aws-sdk-cpp 1.11.156 h6600424_3 conda-forge\n",
"babel 2.12.1 pyhd8ed1ab_1 conda-forge\n",
"backcall 0.2.0 pyh9f0ad1d_0 conda-forge\n",
"backports 1.0 pyhd8ed1ab_3 conda-forge\n",
"backports.functools_lru_cache 1.6.5 pyhd8ed1ab_0 conda-forge\n",
"beautifulsoup4 4.12.2 pyha770c72_0 conda-forge\n",
"blas 2.118 openblas conda-forge\n",
"blas-devel 3.9.0 18_linux64_openblas conda-forge\n",
"bleach 6.0.0 pyhd8ed1ab_0 conda-forge\n",
"blinker 1.6.2 pyhd8ed1ab_0 conda-forge\n",
"blosc 1.21.5 h0f2a231_0 conda-forge\n",
"bokeh 3.2.2 pyhd8ed1ab_0 conda-forge\n",
"boltons 23.0.0 pyhd8ed1ab_0 conda-forge\n",
"bottleneck 1.3.7 py311h1f0f07a_1 conda-forge\n",
"brotli 1.1.0 hd590300_1 conda-forge\n",
"brotli-bin 1.1.0 hd590300_1 conda-forge\n",
"brotli-python 1.1.0 py311hb755f60_1 conda-forge\n",
"brunsli 0.1 h9c3ff4c_0 conda-forge\n",
"bzip2 1.0.8 h7f98852_4 conda-forge\n",
"c-ares 1.19.1 hd590300_0 conda-forge\n",
"c-blosc2 2.10.2 hb4ffafa_0 conda-forge\n",
"ca-certificates 2023.7.22 hbcca054_0 conda-forge\n",
"cached-property 1.5.2 hd8ed1ab_1 conda-forge\n",
"cached_property 1.5.2 pyha770c72_1 conda-forge\n",
"certifi 2023.7.22 pyhd8ed1ab_0 conda-forge\n",
"certipy 0.1.3 py_0 conda-forge\n",
"cffi 1.16.0 py311hb3a22ac_0 conda-forge\n",
"charls 2.4.2 h59595ed_0 conda-forge\n",
"charset-normalizer 3.2.0 pyhd8ed1ab_0 conda-forge\n",
"click 8.1.7 unix_pyh707e725_0 conda-forge\n",
"cloudpickle 2.2.1 pyhd8ed1ab_0 conda-forge\n",
"colorama 0.4.6 pyhd8ed1ab_0 conda-forge\n",
"comm 0.1.4 pyhd8ed1ab_0 conda-forge\n",
"conda 23.7.4 py311h38be061_0 conda-forge\n",
"conda-package-handling 2.2.0 pyh38be061_0 conda-forge\n",
"conda-package-streaming 0.9.0 pyhd8ed1ab_0 conda-forge\n",
"configurable-http-proxy 4.5.6 h92b4e83_1 conda-forge\n",
"contourpy 1.1.1 py311h9547e67_1 conda-forge\n",
"cryptography 41.0.4 py311h63ff55d_0 conda-forge\n",
"cycler 0.11.0 pyhd8ed1ab_0 conda-forge\n",
"cython 3.0.2 py311hb755f60_2 conda-forge\n",
"cytoolz 0.12.2 py311h459d7ec_1 conda-forge\n",
"dask 2023.9.3 pyhd8ed1ab_0 conda-forge\n",
"dask-core 2023.9.3 pyhd8ed1ab_0 conda-forge\n",
"dav1d 1.2.1 hd590300_0 conda-forge\n",
"debugpy 1.8.0 py311hb755f60_1 conda-forge\n",
"decorator 5.1.1 pyhd8ed1ab_0 conda-forge\n",
"defusedxml 0.7.1 pyhd8ed1ab_0 conda-forge\n",
"dill 0.3.7 pyhd8ed1ab_0 conda-forge\n",
"distributed 2023.9.3 pyhd8ed1ab_0 conda-forge\n",
"entrypoints 0.4 pyhd8ed1ab_0 conda-forge\n",
"et_xmlfile 1.1.0 pyhd8ed1ab_0 conda-forge\n",
"exceptiongroup 1.1.3 pyhd8ed1ab_0 conda-forge\n",
"executing 1.2.0 pyhd8ed1ab_0 conda-forge\n",
"fmt 10.1.1 h00ab1b0_0 conda-forge\n",
"fonttools 4.43.0 py311h459d7ec_0 conda-forge\n",
"fqdn 1.5.1 pyhd8ed1ab_0 conda-forge\n",
"freetype 2.12.1 h267a509_2 conda-forge\n",
"fsspec 2023.9.2 pyh1a96a4e_0 conda-forge\n",
"gflags 2.2.2 he1b5a44_1004 conda-forge\n",
"giflib 5.2.1 h0b41bf4_3 conda-forge\n",
"gitdb 4.0.10 pyhd8ed1ab_0 conda-forge\n",
"gitpython 3.1.37 pyhd8ed1ab_0 conda-forge\n",
"glog 0.6.0 h6f12383_0 conda-forge\n",
"gmp 6.2.1 h58526e2_0 conda-forge\n",
"gmpy2 2.1.2 py311h6a5fa03_1 conda-forge\n",
"greenlet 2.0.2 py311hb755f60_1 conda-forge\n",
"h5py 3.9.0 nompi_py311h3839ddf_103 conda-forge\n",
"hdf5 1.14.2 nompi_h4f84152_100 conda-forge\n",
"icu 73.2 h59595ed_0 conda-forge\n",
"idna 3.4 pyhd8ed1ab_0 conda-forge\n",
"imagecodecs 2023.9.18 py311h089f87a_2 conda-forge\n",
"imageio 2.31.1 pyh24c5eb1_0 conda-forge\n",
"importlib-metadata 6.8.0 pyha770c72_0 conda-forge\n",
"importlib_metadata 6.8.0 hd8ed1ab_0 conda-forge\n",
"importlib_resources 6.1.0 pyhd8ed1ab_0 conda-forge\n",
"ipykernel 6.25.2 pyh2140261_0 conda-forge\n",
"ipympl 0.9.3 pyhd8ed1ab_0 conda-forge\n",
"ipython 8.16.0 pyh0d859eb_0 conda-forge\n",
"ipython_genutils 0.2.0 py_1 conda-forge\n",
"ipywidgets 8.1.1 pyhd8ed1ab_0 conda-forge\n",
"isoduration 20.11.0 pyhd8ed1ab_0 conda-forge\n",
"jedi 0.19.0 pyhd8ed1ab_0 conda-forge\n",
"jinja2 3.1.2 pyhd8ed1ab_1 conda-forge\n",
"joblib 1.3.2 pyhd8ed1ab_0 conda-forge\n",
"json5 0.9.14 pyhd8ed1ab_0 conda-forge\n",
"jsonpatch 1.33 pyhd8ed1ab_0 conda-forge\n",
"jsonpointer 2.4 py311h38be061_3 conda-forge\n",
"jsonschema 4.19.1 pyhd8ed1ab_0 conda-forge\n",
"jsonschema-specifications 2023.7.1 pyhd8ed1ab_0 conda-forge\n",
"jsonschema-with-format-nongpl 4.19.1 pyhd8ed1ab_0 conda-forge\n",
"jupyter-lsp 2.2.0 pyhd8ed1ab_0 conda-forge\n",
"jupyter-server-mathjax 0.2.6 pyh5bfe37b_1 conda-forge\n",
"jupyter_client 8.3.1 pyhd8ed1ab_0 conda-forge\n",
"jupyter_core 5.3.2 py311h38be061_0 conda-forge\n",
"jupyter_events 0.7.0 pyhd8ed1ab_2 conda-forge\n",
"jupyter_server 2.7.3 pyhd8ed1ab_1 conda-forge\n",
"jupyter_server_terminals 0.4.4 pyhd8ed1ab_1 conda-forge\n",
"jupyter_telemetry 0.1.0 pyhd8ed1ab_1 conda-forge\n",
"jupyterhub 4.0.2 pyh31011fe_0 conda-forge\n",
"jupyterhub-base 4.0.2 pyh31011fe_0 conda-forge\n",
"jupyterlab 4.0.6 pyhd8ed1ab_0 conda-forge\n",
"jupyterlab-git 0.41.0 pyhd8ed1ab_1 conda-forge\n",
"jupyterlab_pygments 0.2.2 pyhd8ed1ab_0 conda-forge\n",
"jupyterlab_server 2.25.0 pyhd8ed1ab_0 conda-forge\n",
"jupyterlab_widgets 3.0.9 pyhd8ed1ab_0 conda-forge\n",
"jxrlib 1.1 h7f98852_2 conda-forge\n",
"keyutils 1.6.1 h166bdaf_0 conda-forge\n",
"kiwisolver 1.4.5 py311h9547e67_1 conda-forge\n",
"krb5 1.21.2 h659d440_0 conda-forge\n",
"lazy_loader 0.3 pyhd8ed1ab_0 conda-forge\n",
"lcms2 2.15 hb7c19ff_3 conda-forge\n",
"ld_impl_linux-64 2.40 h41732ed_0 conda-forge\n",
"lerc 4.0.0 h27087fc_0 conda-forge\n",
"libabseil 20230802.1 cxx17_h59595ed_0 conda-forge\n",
"libaec 1.1.1 h59595ed_0 conda-forge\n",
"libarchive 3.6.2 h039dbb9_1 conda-forge\n",
"libarrow 13.0.0 h1935d02_5_cpu conda-forge\n",
"libavif16 1.0.1 h014f275_1 conda-forge\n",
"libblas 3.9.0 18_linux64_openblas conda-forge\n",
"libbrotlicommon 1.1.0 hd590300_1 conda-forge\n",
"libbrotlidec 1.1.0 hd590300_1 conda-forge\n",
"libbrotlienc 1.1.0 hd590300_1 conda-forge\n",
"libcblas 3.9.0 18_linux64_openblas conda-forge\n",
"libcrc32c 1.1.2 h9c3ff4c_0 conda-forge\n",
"libcurl 8.3.0 hca28451_0 conda-forge\n",
"libdeflate 1.19 hd590300_0 conda-forge\n",
"libedit 3.1.20191231 he28a2e2_2 conda-forge\n",
"libev 4.33 h516909a_1 conda-forge\n",
"libevent 2.1.12 hf998b51_1 conda-forge\n",
"libexpat 2.5.0 hcb278e6_1 conda-forge\n",
"libffi 3.4.2 h7f98852_5 conda-forge\n",
"libgcc-ng 13.2.0 h807b86a_2 conda-forge\n",
"libgfortran-ng 13.2.0 h69a702a_2 conda-forge\n",
"libgfortran5 13.2.0 ha4646dd_2 conda-forge\n",
"libgomp 13.2.0 h807b86a_2 conda-forge\n",
"libgoogle-cloud 2.12.0 h8d7e28b_2 conda-forge\n",
"libgrpc 1.57.0 ha4d0f93_1 conda-forge\n",
"libiconv 1.17 h166bdaf_0 conda-forge\n",
"libjpeg-turbo 3.0.0 hd590300_1 conda-forge\n",
"liblapack 3.9.0 18_linux64_openblas conda-forge\n",
"liblapacke 3.9.0 18_linux64_openblas conda-forge\n",
"libllvm14 14.0.6 hcd5def8_4 conda-forge\n",
"libmamba 1.5.1 h744094f_0 conda-forge\n",
"libmambapy 1.5.1 py311hf2555c7_0 conda-forge\n",
"libnghttp2 1.52.0 h61bc06f_0 conda-forge\n",
"libnsl 2.0.0 hd590300_1 conda-forge\n",
"libnuma 2.0.16 h0b41bf4_1 conda-forge\n",
"libopenblas 0.3.24 pthreads_h413a1c8_0 conda-forge\n",
"libpng 1.6.39 h753d276_0 conda-forge\n",
"libprotobuf 4.23.4 hf27288f_6 conda-forge\n",
"libsodium 1.0.18 h36c2ea0_1 conda-forge\n",
"libsolv 0.7.25 hfc55251_0 conda-forge\n",
"libsqlite 3.43.0 h2797004_0 conda-forge\n",
"libssh2 1.11.0 h0841786_0 conda-forge\n",
"libstdcxx-ng 13.2.0 h7e041cc_2 conda-forge\n",
"libthrift 0.19.0 hb90f79a_1 conda-forge\n",
"libtiff 4.6.0 ha9c0a0a_2 conda-forge\n",
"libutf8proc 2.8.0 h166bdaf_0 conda-forge\n",
"libuuid 2.38.1 h0b41bf4_0 conda-forge\n",
"libuv 1.46.0 hd590300_0 conda-forge\n",
"libwebp-base 1.3.2 hd590300_0 conda-forge\n",
"libxcb 1.15 h0b41bf4_0 conda-forge\n",
"libxml2 2.11.5 h232c23b_1 conda-forge\n",
"libzlib 1.2.13 hd590300_5 conda-forge\n",
"libzopfli 1.0.3 h9c3ff4c_0 conda-forge\n",
"llvm-openmp 16.0.6 h4dfa4b3_0 conda-forge\n",
"llvmlite 0.40.1 py311ha6695c7_0 conda-forge\n",
"locket 1.0.0 pyhd8ed1ab_0 conda-forge\n",
"lz4 4.3.2 py311h38e4bf4_1 conda-forge\n",
"lz4-c 1.9.4 hcb278e6_0 conda-forge\n",
"lzo 2.10 h516909a_1000 conda-forge\n",
"mako 1.2.4 pyhd8ed1ab_0 conda-forge\n",
"mamba 1.5.1 py311h3072747_0 conda-forge\n",
"markupsafe 2.1.3 py311h459d7ec_1 conda-forge\n",
"matplotlib-base 3.8.0 py311h54ef318_1 conda-forge\n",
"matplotlib-inline 0.1.6 pyhd8ed1ab_0 conda-forge\n",
"mistune 3.0.1 pyhd8ed1ab_0 conda-forge\n",
"mpc 1.3.1 hfe3b2da_0 conda-forge\n",
"mpfr 4.2.0 hb012696_0 conda-forge\n",
"mpmath 1.3.0 pyhd8ed1ab_0 conda-forge\n",
"msgpack-python 1.0.6 py311h9547e67_0 conda-forge\n",
"munkres 1.1.4 pyh9f0ad1d_0 conda-forge\n",
"nbclassic 1.0.0 pyhb4ecaf3_1 conda-forge\n",
"nbclient 0.8.0 pyhd8ed1ab_0 conda-forge\n",
"nbconvert 7.8.0 pyhd8ed1ab_0 conda-forge\n",
"nbconvert-core 7.8.0 pyhd8ed1ab_0 conda-forge\n",
"nbconvert-pandoc 7.8.0 pyhd8ed1ab_0 conda-forge\n",
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"packaging 23.2 pyhd8ed1ab_0 conda-forge\n",
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"pillow 10.0.1 py311ha6c5da5_2 conda-forge\n",
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"platformdirs 3.10.0 pyhd8ed1ab_0 conda-forge\n",
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"protobuf 4.23.4 py311h46cbc50_3 conda-forge\n",
"psutil 5.9.5 py311h459d7ec_1 conda-forge\n",
"pthread-stubs 0.4 h36c2ea0_1001 conda-forge\n",
"ptyprocess 0.7.0 pyhd3deb0d_0 conda-forge\n",
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"pybind11-abi 4 hd8ed1ab_3 conda-forge\n",
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"pycparser 2.21 pyhd8ed1ab_0 conda-forge\n",
"pycurl 7.45.1 py311hae980a4_3 conda-forge\n",
"pyerfa 2.0.1.1 pypi_0 pypi\n",
"pygments 2.16.1 pyhd8ed1ab_0 conda-forge\n",
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"pyopenssl 23.2.0 pyhd8ed1ab_1 conda-forge\n",
"pyparsing 3.1.1 pyhd8ed1ab_0 conda-forge\n",
"pysocks 1.7.1 pyha2e5f31_6 conda-forge\n",
"pytables 3.8.0 py311h10c7f7f_3 conda-forge\n",
"python 3.11.5 hab00c5b_0_cpython conda-forge\n",
"python-dateutil 2.8.2 pyhd8ed1ab_0 conda-forge\n",
"python-fastjsonschema 2.18.1 pyhd8ed1ab_0 conda-forge\n",
"python-json-logger 2.0.7 pyhd8ed1ab_0 conda-forge\n",
"python-tzdata 2023.3 pyhd8ed1ab_0 conda-forge\n",
"python_abi 3.11 4_cp311 conda-forge\n",
"pytz 2023.3.post1 pyhd8ed1ab_0 conda-forge\n",
"pywavelets 1.4.1 py311h1f0f07a_1 conda-forge\n",
"pyyaml 6.0.1 py311h459d7ec_1 conda-forge\n",
"pyzmq 25.1.1 py311h75c88c4_1 conda-forge\n",
"rav1e 0.6.6 he8a937b_2 conda-forge\n",
"rdma-core 28.9 h59595ed_1 conda-forge\n",
"re2 2023.03.02 h8c504da_0 conda-forge\n",
"readline 8.2 h8228510_1 conda-forge\n",
"referencing 0.30.2 pyhd8ed1ab_0 conda-forge\n",
"reproc 14.2.4 h0b41bf4_0 conda-forge\n",
"reproc-cpp 14.2.4 hcb278e6_0 conda-forge\n",
"requests 2.31.0 pyhd8ed1ab_0 conda-forge\n",
"rfc3339-validator 0.1.4 pyhd8ed1ab_0 conda-forge\n",
"rfc3986-validator 0.1.1 pyh9f0ad1d_0 conda-forge\n",
"rpds-py 0.10.3 py311h46250e7_1 conda-forge\n",
"ruamel.yaml 0.17.33 py311h459d7ec_1 conda-forge\n",
"ruamel.yaml.clib 0.2.7 py311h459d7ec_2 conda-forge\n",
"s2n 1.3.51 h06160fa_0 conda-forge\n",
"scikit-image 0.21.0 py311hb755f60_0 conda-forge\n",
"scikit-learn 1.3.1 py311hc009520_0 conda-forge\n",
"scipy 1.11.3 py311h64a7726_0 conda-forge\n",
"seaborn 0.12.2 hd8ed1ab_0 conda-forge\n",
"seaborn-base 0.12.2 pyhd8ed1ab_0 conda-forge\n",
"send2trash 1.8.2 pyh41d4057_0 conda-forge\n",
"setuptools 68.2.2 pyhd8ed1ab_0 conda-forge\n",
"six 1.16.0 pyh6c4a22f_0 conda-forge\n",
"smmap 3.0.5 pyh44b312d_0 conda-forge\n",
"snappy 1.1.10 h9fff704_0 conda-forge\n",
"sniffio 1.3.0 pyhd8ed1ab_0 conda-forge\n",
"sortedcontainers 2.4.0 pyhd8ed1ab_0 conda-forge\n",
"soupsieve 2.5 pyhd8ed1ab_1 conda-forge\n",
"sqlalchemy 2.0.21 py311h459d7ec_0 conda-forge\n",
"stack_data 0.6.2 pyhd8ed1ab_0 conda-forge\n",
"statsmodels 0.14.0 py311h1f0f07a_1 conda-forge\n",
"svt-av1 1.7.0 h59595ed_0 conda-forge\n",
"sympy 1.12 pypyh9d50eac_103 conda-forge\n",
"tblib 2.0.0 pyhd8ed1ab_0 conda-forge\n",
"terminado 0.17.1 pyh41d4057_0 conda-forge\n",
"threadpoolctl 3.2.0 pyha21a80b_0 conda-forge\n",
"tifffile 2023.9.26 pyhd8ed1ab_0 conda-forge\n",
"tinycss2 1.2.1 pyhd8ed1ab_0 conda-forge\n",
"tk 8.6.13 h2797004_0 conda-forge\n",
"tomli 2.0.1 pyhd8ed1ab_0 conda-forge\n",
"toolz 0.12.0 pyhd8ed1ab_0 conda-forge\n",
"tornado 6.3.3 py311h459d7ec_1 conda-forge\n",
"tqdm 4.66.1 pyhd8ed1ab_0 conda-forge\n",
"traitlets 5.10.1 pyhd8ed1ab_0 conda-forge\n",
"types-python-dateutil 2.8.19.14 pyhd8ed1ab_0 conda-forge\n",
"typing-extensions 4.8.0 hd8ed1ab_0 conda-forge\n",
"typing_extensions 4.8.0 pyha770c72_0 conda-forge\n",
"typing_utils 0.1.0 pyhd8ed1ab_0 conda-forge\n",
"tzdata 2023c h71feb2d_0 conda-forge\n",
"ucx 1.14.1 h64cca9d_5 conda-forge\n",
"uri-template 1.3.0 pyhd8ed1ab_0 conda-forge\n",
"urllib3 2.0.5 pyhd8ed1ab_0 conda-forge\n",
"wcwidth 0.2.7 pyhd8ed1ab_0 conda-forge\n",
"webcolors 1.13 pyhd8ed1ab_0 conda-forge\n",
"webencodings 0.5.1 pyhd8ed1ab_2 conda-forge\n",
"websocket-client 1.6.3 pyhd8ed1ab_0 conda-forge\n",
"wheel 0.41.2 pyhd8ed1ab_0 conda-forge\n",
"widgetsnbextension 4.0.9 pyhd8ed1ab_0 conda-forge\n",
"xlrd 2.0.1 pyhd8ed1ab_3 conda-forge\n",
"xorg-libxau 1.0.11 hd590300_0 conda-forge\n",
"xorg-libxdmcp 1.1.3 h7f98852_0 conda-forge\n",
"xyzservices 2023.7.0 pyhd8ed1ab_0 conda-forge\n",
"xz 5.2.6 h166bdaf_0 conda-forge\n",
"yaml 0.2.5 h7f98852_2 conda-forge\n",
"yaml-cpp 0.7.0 h59595ed_3 conda-forge\n",
"zeromq 4.3.4 h9c3ff4c_1 conda-forge\n",
"zfp 1.0.0 h59595ed_4 conda-forge\n",
"zict 3.0.0 pyhd8ed1ab_0 conda-forge\n",
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"zlib-ng 2.0.7 h0b41bf4_0 conda-forge\n",
"zstandard 0.21.0 py311haa97af0_1 conda-forge\n",
"zstd 1.5.5 hfc55251_0 conda-forge\n"
]
}
],
"source": [
"!mamba list"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.5"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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