diff --git a/envs/environment.fixed.yaml b/envs/environment.fixed.yaml
index ca2ae848..7dd903a3 100644
--- a/envs/environment.fixed.yaml
+++ b/envs/environment.fixed.yaml
@@ -1,472 +1,492 @@
-# SPDX-FileCopyrightText: : 2017-2023 The PyPSA-Eur Authors
-#
-# SPDX-License-Identifier: CC0-1.0
-
 name: pypsa-eur
 channels:
-- bioconda
-- http://conda.anaconda.org/gurobi
-- conda-forge
-- defaults
+  - bioconda
+  - gurobi
+  - http://conda.anaconda.org/gurobi
+  - conda-forge
+  - defaults
 dependencies:
-- _libgcc_mutex=0.1
-- _openmp_mutex=4.5
-- affine=2.4.0
-- alsa-lib=1.2.9
-- ampl-mp=3.1.0
-- amply=0.1.6
-- anyio=3.7.1
-- appdirs=1.4.4
-- argon2-cffi=21.3.0
-- argon2-cffi-bindings=21.2.0
-- asttokens=2.2.1
-- async-lru=2.0.3
-- atk-1.0=2.38.0
-- atlite=0.2.11
-- attr=2.5.1
-- attrs=23.1.0
-- aws-c-auth=0.7.0
-- aws-c-cal=0.6.0
-- aws-c-common=0.8.23
-- aws-c-compression=0.2.17
-- aws-c-event-stream=0.3.1
-- aws-c-http=0.7.11
-- aws-c-io=0.13.28
-- aws-c-mqtt=0.8.14
-- aws-c-s3=0.3.13
-- aws-c-sdkutils=0.1.11
-- aws-checksums=0.1.16
-- aws-crt-cpp=0.20.3
-- aws-sdk-cpp=1.10.57
-- babel=2.12.1
-- backcall=0.2.0
-- backports=1.0
-- backports.functools_lru_cache=1.6.5
-- beautifulsoup4=4.12.2
-- bleach=6.0.0
-- blosc=1.21.4
-- bokeh=3.2.1
-- boost-cpp=1.78.0
-- bottleneck=1.3.7
-- branca=0.6.0
-- brotli=1.0.9
-- brotli-bin=1.0.9
-- brotli-python=1.0.9
-- bzip2=1.0.8
-- c-ares=1.19.1
-- c-blosc2=2.10.0
-- ca-certificates=2023.7.22
-- cairo=1.16.0
-- cartopy=0.21.1
-- cdsapi=0.6.1
-- certifi=2023.7.22
-- cffi=1.15.1
-- cfitsio=4.2.0
-- cftime=1.6.2
-- charset-normalizer=3.2.0
-- click=8.1.6
-- click-plugins=1.1.1
-- cligj=0.7.2
-- cloudpickle=2.2.1
-- colorama=0.4.6
-- comm=0.1.3
-- configargparse=1.7
-- connection_pool=0.0.3
-- contourpy=1.1.0
-- country_converter=1.0.0
-- curl=8.2.0
-- cycler=0.11.0
-- cytoolz=0.12.2
-- dask=2023.7.1
-- dask-core=2023.7.1
-- datrie=0.8.2
-- dbus=1.13.6
-- debugpy=1.6.7
-- decorator=5.1.1
-- defusedxml=0.7.1
-- deprecation=2.1.0
-- descartes=1.1.0
-- distributed=2023.7.1
-- distro=1.8.0
-- docutils=0.20.1
-- dpath=2.1.6
-- entrypoints=0.4
-- entsoe-py=0.5.10
-- et_xmlfile=1.1.0
-- exceptiongroup=1.1.2
-- executing=1.2.0
-- expat=2.5.0
-- filelock=3.12.2
-- fiona=1.9.4
-- flit-core=3.9.0
-- folium=0.14.0
-- font-ttf-dejavu-sans-mono=2.37
-- font-ttf-inconsolata=3.000
-- font-ttf-source-code-pro=2.038
-- font-ttf-ubuntu=0.83
-- fontconfig=2.14.2
-- fonts-conda-ecosystem=1
-- fonts-conda-forge=1
-- fonttools=4.41.1
-- freetype=2.12.1
-- freexl=1.0.6
-- fribidi=1.0.10
-- fsspec=2023.6.0
-- gdal=3.7.0
-- gdk-pixbuf=2.42.10
-- geographiclib=1.52
-- geojson-rewind=1.0.2
-- geopandas=0.13.2
-- geopandas-base=0.13.2
-- geopy=2.3.0
-- geos=3.11.2
-- geotiff=1.7.1
-- gettext=0.21.1
-- gflags=2.2.2
-- giflib=5.2.1
-- gitdb=4.0.10
-- gitpython=3.1.32
-- glib=2.76.4
-- glib-tools=2.76.4
-- glog=0.6.0
-- gmp=6.2.1
-- graphite2=1.3.13
-- graphviz=8.1.0
-- gst-plugins-base=1.22.5
-- gstreamer=1.22.5
-- gtk2=2.24.33
-- gts=0.7.6
-- harfbuzz=7.3.0
-- hdf4=4.2.15
-- hdf5=1.14.1
-- humanfriendly=10.0
-- icu=72.1
-- idna=3.4
-- importlib-metadata=6.8.0
-- importlib_metadata=6.8.0
-- importlib_resources=6.0.0
-- iniconfig=2.0.0
-- ipopt=3.14.12
-- ipykernel=6.24.0
-- ipython=8.14.0
-- ipython_genutils=0.2.0
-- ipywidgets=8.0.7
-- jedi=0.18.2
-- jinja2=3.1.2
-- joblib=1.3.0
-- json-c=0.16
-- json5=0.9.14
-- jsonschema=4.18.4
-- jsonschema-specifications=2023.7.1
-- jupyter=1.0.0
-- jupyter-lsp=2.2.0
-- jupyter_client=8.3.0
-- jupyter_console=6.6.3
-- jupyter_core=5.3.1
-- jupyter_events=0.6.3
-- jupyter_server=2.7.0
-- jupyter_server_terminals=0.4.4
-- jupyterlab=4.0.3
-- jupyterlab_pygments=0.2.2
-- jupyterlab_server=2.24.0
-- jupyterlab_widgets=3.0.8
-- kealib=1.5.1
-- keyutils=1.6.1
-- kiwisolver=1.4.4
-- krb5=1.21.1
-- lame=3.100
-- lcms2=2.15
-- ld_impl_linux-64=2.40
-- lerc=4.0.0
-- libabseil=20230125.3
-- libaec=1.0.6
-- libarchive=3.6.2
-- libarrow=12.0.1
-- libblas=3.9.0
-- libbrotlicommon=1.0.9
-- libbrotlidec=1.0.9
-- libbrotlienc=1.0.9
-- libcap=2.67
-- libcblas=3.9.0
-- libclang=15.0.7
-- libclang13=15.0.7
-- libcrc32c=1.1.2
-- libcups=2.3.3
-- libcurl=8.2.0
-- libdeflate=1.18
-- libedit=3.1.20191231
-- libev=4.33
-- libevent=2.1.12
-- libexpat=2.5.0
-- libffi=3.4.2
-- libflac=1.4.3
-- libgcc-ng=13.1.0
-- libgcrypt=1.10.1
-- libgd=2.3.3
-- libgdal=3.7.0
-- libgfortran-ng=13.1.0
-- libgfortran5=13.1.0
-- libglib=2.76.4
-- libgomp=13.1.0
-- libgoogle-cloud=2.12.0
-- libgpg-error=1.47
-- libgrpc=1.56.2
-- libiconv=1.17
-- libjpeg-turbo=2.1.5.1
-- libkml=1.3.0
-- liblapack=3.9.0
-- liblapacke=3.9.0
-- libllvm15=15.0.7
-- libnetcdf=4.9.2
-- libnghttp2=1.52.0
-- libnsl=2.0.0
-- libnuma=2.0.16
-- libogg=1.3.4
-- libopenblas=0.3.23
-- libopus=1.3.1
-- libpng=1.6.39
-- libpq=15.3
-- libprotobuf=4.23.3
-- librsvg=2.56.1
-- librttopo=1.1.0
-- libsndfile=1.2.0
-- libsodium=1.0.18
-- libspatialindex=1.9.3
-- libspatialite=5.0.1
-- libsqlite=3.42.0
-- libssh2=1.11.0
-- libstdcxx-ng=13.1.0
-- libsystemd0=253
-- libthrift=0.18.1
-- libtiff=4.5.1
-- libtool=2.4.7
-- libutf8proc=2.8.0
-- libuuid=2.38.1
-- libvorbis=1.3.7
-- libwebp=1.3.1
-- libwebp-base=1.3.1
-- libxcb=1.15
-- libxkbcommon=1.5.0
-- libxml2=2.11.4
-- libxslt=1.1.37
-- libzip=1.9.2
-- libzlib=1.2.13
-- locket=1.0.0
-- lxml=4.9.3
-- lz4=4.3.2
-- lz4-c=1.9.4
-- lzo=2.10
-- mapclassify=2.5.0
-- markupsafe=2.1.3
-- matplotlib=3.5.3
-- matplotlib-base=3.5.3
-- matplotlib-inline=0.1.6
-- memory_profiler=0.61.0
-- metis=5.1.1
-- mistune=3.0.0
-- mpg123=1.31.3
-- msgpack-python=1.0.5
-- mumps-include=5.2.1
-- mumps-seq=5.2.1
-- munch=4.0.0
-- munkres=1.1.4
-- mysql-common=8.0.33
-- mysql-libs=8.0.33
-- nbclient=0.8.0
-- nbconvert=7.7.2
-- nbconvert-core=7.7.2
-- nbconvert-pandoc=7.7.2
-- nbformat=5.9.1
-- ncurses=6.4
-- nest-asyncio=1.5.6
-- netcdf4=1.6.4
-- networkx=3.1
-- nomkl=1.0
-- notebook=7.0.0
-- notebook-shim=0.2.3
-- nspr=4.35
-- nss=3.89
-- numexpr=2.8.4
-- numpy=1.25.1
-- openjdk=17.0.3
-- openjpeg=2.5.0
-- openpyxl=3.1.2
-- openssl=3.1.1
-- orc=1.9.0
-- overrides=7.3.1
-- packaging=23.1
-- pandas=2.0.3
-- pandoc=3.1.3
-- pandocfilters=1.5.0
-- pango=1.50.14
-- parso=0.8.3
-- partd=1.4.0
-- patsy=0.5.3
-- pcre2=10.40
-- pexpect=4.8.0
-- pickleshare=0.7.5
-- pillow=10.0.0
-- pip=23.2.1
-- pixman=0.40.0
-- pkgutil-resolve-name=1.3.10
-- plac=1.3.5
-- platformdirs=3.9.1
-- pluggy=1.2.0
-- ply=3.11
-- pooch=1.7.0
-- poppler=23.05.0
-- poppler-data=0.4.12
-- postgresql=15.3
-- powerplantmatching=0.5.7
-- progressbar2=4.2.0
-- proj=9.2.1
-- prometheus_client=0.17.1
-- prompt-toolkit=3.0.39
-- prompt_toolkit=3.0.39
-- psutil=5.9.5
-- pthread-stubs=0.4
-- ptyprocess=0.7.0
-- pulp=2.7.0
-- pulseaudio-client=16.1
-- pure_eval=0.2.2
-- py-cpuinfo=9.0.0
-- pyarrow=12.0.1
-- pycountry=22.3.5
-- pycparser=2.21
-- pygments=2.15.1
-- pyomo=6.6.1
-- pyparsing=3.1.0
-- pyproj=3.6.0
-- pyqt=5.15.7
-- pyqt5-sip=12.11.0
-- pyshp=2.3.1
-- pysocks=1.7.1
-- pytables=3.8.0
-- pytest=7.4.0
-- python=3.10.12
-- python-dateutil=2.8.2
-- python-fastjsonschema=2.18.0
-- python-json-logger=2.0.7
-- python-tzdata=2023.3
-- python-utils=3.7.0
-- python_abi=3.10
-- pytz=2023.3
-- pyxlsb=1.0.10
-- pyyaml=6.0
-- pyzmq=25.1.0
-- qt-main=5.15.8
-- qtconsole=5.4.3
-- qtconsole-base=5.4.3
-- qtpy=2.3.1
-- rasterio=1.3.8
-- rdma-core=28.9
-- re2=2023.03.02
-- readline=8.2
-- referencing=0.30.0
-- requests=2.31.0
-- reretry=0.11.8
-- rfc3339-validator=0.1.4
-- rfc3986-validator=0.1.1
-- rioxarray=0.14.1
-- rpds-py=0.9.2
-- rtree=1.0.1
-- s2n=1.3.46
-- scikit-learn=1.3.0
-- scipy=1.11.1
-- scotch=6.0.9
-- seaborn=0.12.2
-- seaborn-base=0.12.2
-- send2trash=1.8.2
-- setuptools=68.0.0
-- setuptools-scm=7.1.0
-- setuptools_scm=7.1.0
-- shapely=2.0.1
-- sip=6.7.10
-- six=1.16.0
-- smart_open=6.3.0
-- smmap=3.0.5
-- snakemake-minimal=7.30.2
-- snappy=1.1.10
-- sniffio=1.3.0
-- snuggs=1.4.7
-- sortedcontainers=2.4.0
-- soupsieve=2.3.2.post1
-- sqlite=3.42.0
-- stack_data=0.6.2
-- statsmodels=0.14.0
-- stopit=1.1.2
-- tabula-py=2.6.0
-- tabulate=0.9.0
-- tblib=1.7.0
-- terminado=0.17.1
-- threadpoolctl=3.2.0
-- throttler=1.2.1
-- tiledb=2.13.2
-- tinycss2=1.2.1
-- tk=8.6.12
-- toml=0.10.2
-- tomli=2.0.1
-- toolz=0.12.0
-- toposort=1.10
-- tornado=6.3.2
-- tqdm=4.65.0
-- traitlets=5.9.0
-- typing-extensions=4.7.1
-- typing_extensions=4.7.1
-- typing_utils=0.1.0
-- tzcode=2023c
-- tzdata=2023c
-- ucx=1.14.1
-- unicodedata2=15.0.0
-- unidecode=1.3.6
-- unixodbc=2.3.10
-- urllib3=2.0.4
-- wcwidth=0.2.6
-- webencodings=0.5.1
-- websocket-client=1.6.1
-- wheel=0.41.0
-- widgetsnbextension=4.0.8
-- wrapt=1.15.0
-- xarray=2023.7.0
-- xcb-util=0.4.0
-- xcb-util-image=0.4.0
-- xcb-util-keysyms=0.4.0
-- xcb-util-renderutil=0.3.9
-- xcb-util-wm=0.4.1
-- xerces-c=3.2.4
-- xkeyboard-config=2.39
-- xlrd=2.0.1
-- xorg-fixesproto=5.0
-- xorg-inputproto=2.3.2
-- xorg-kbproto=1.0.7
-- xorg-libice=1.1.1
-- xorg-libsm=1.2.4
-- xorg-libx11=1.8.6
-- xorg-libxau=1.0.11
-- xorg-libxdmcp=1.1.3
-- xorg-libxext=1.3.4
-- xorg-libxfixes=5.0.3
-- xorg-libxi=1.7.10
-- xorg-libxrender=0.9.11
-- xorg-libxtst=1.2.3
-- xorg-recordproto=1.14.2
-- xorg-renderproto=0.11.1
-- xorg-xextproto=7.3.0
-- xorg-xf86vidmodeproto=2.3.1
-- xorg-xproto=7.0.31
-- xyzservices=2023.7.0
-- xz=5.2.6
-- yaml=0.2.5
-- yte=1.5.1
-- zeromq=4.3.4
-- zict=3.0.0
-- zipp=3.16.2
-- zlib=1.2.13
-- zlib-ng=2.0.7
-- zstd=1.5.2
-- pip:
-  - gurobipy==10.0.2
-  - linopy==0.2.2
-  - pypsa==0.25.1
-  - tsam==2.3.0
-  - validators==0.20.0
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - affine=2.4.0
+  - alsa-lib=1.2.10
+  - ampl-mp=3.1.0
+  - amply=0.1.6
+  - anyio=4.2.0
+  - appdirs=1.4.4
+  - argon2-cffi=23.1.0
+  - argon2-cffi-bindings=21.2.0
+  - arrow=1.3.0
+  - asttokens=2.4.1
+  - async-lru=2.0.4
+  - atk-1.0=2.38.0
+  - atlite=0.2.12
+  - attr=2.5.1
+  - attrs=23.2.0
+  - aws-c-auth=0.7.8
+  - aws-c-cal=0.6.9
+  - aws-c-common=0.9.10
+  - aws-c-compression=0.2.17
+  - aws-c-event-stream=0.3.2
+  - aws-c-http=0.7.15
+  - aws-c-io=0.13.36
+  - aws-c-mqtt=0.10.0
+  - aws-c-s3=0.4.7
+  - aws-c-sdkutils=0.1.13
+  - aws-checksums=0.1.17
+  - aws-crt-cpp=0.25.1
+  - aws-sdk-cpp=1.11.210
+  - babel=2.14.0
+  - beautifulsoup4=4.12.2
+  - bleach=6.1.0
+  - blosc=1.21.5
+  - bokeh=3.3.2
+  - bottleneck=1.3.7
+  - branca=0.7.0
+  - brotli=1.1.0
+  - brotli-bin=1.1.0
+  - brotli-python=1.1.0
+  - bzip2=1.0.8
+  - c-ares=1.24.0
+  - c-blosc2=2.12.0
+  - ca-certificates=2023.11.17
+  - cached-property=1.5.2
+  - cached_property=1.5.2
+  - cairo=1.18.0
+  - cartopy=0.22.0
+  - cdsapi=0.6.1
+  - certifi=2023.11.17
+  - cffi=1.16.0
+  - cfitsio=4.3.1
+  - cftime=1.6.3
+  - charset-normalizer=3.3.2
+  - click=8.1.7
+  - click-plugins=1.1.1
+  - cligj=0.7.2
+  - cloudpickle=3.0.0
+  - coin-or-cbc=2.10.10
+  - coin-or-cgl=0.60.7
+  - coin-or-clp=1.17.8
+  - coin-or-osi=0.108.8
+  - coin-or-utils=2.11.9
+  - coincbc=2.10.10
+  - colorama=0.4.6
+  - comm=0.1.4
+  - configargparse=1.7
+  - connection_pool=0.0.3
+  - contourpy=1.2.0
+  - country_converter=1.2
+  - cycler=0.12.1
+  - cytoolz=0.12.2
+  - dask=2023.12.1
+  - dask-core=2023.12.1
+  - datrie=0.8.2
+  - dbus=1.13.6
+  - debugpy=1.8.0
+  - decorator=5.1.1
+  - defusedxml=0.7.1
+  - deprecation=2.1.0
+  - descartes=1.1.0
+  - distributed=2023.12.1
+  - distro=1.8.0
+  - docutils=0.20.1
+  - dpath=2.1.6
+  - entrypoints=0.4
+  - entsoe-py=0.6.1
+  - et_xmlfile=1.1.0
+  - exceptiongroup=1.2.0
+  - executing=2.0.1
+  - expat=2.5.0
+  - fiona=1.9.5
+  - folium=0.15.1
+  - font-ttf-dejavu-sans-mono=2.37
+  - font-ttf-inconsolata=3.000
+  - font-ttf-source-code-pro=2.038
+  - font-ttf-ubuntu=0.83
+  - fontconfig=2.14.2
+  - fonts-conda-ecosystem=1
+  - fonts-conda-forge=1
+  - fonttools=4.47.0
+  - fqdn=1.5.1
+  - freetype=2.12.1
+  - freexl=2.0.0
+  - fribidi=1.0.10
+  - fsspec=2023.12.2
+  - gdal=3.7.3
+  - gdk-pixbuf=2.42.10
+  - geographiclib=1.52
+  - geojson-rewind=1.1.0
+  - geopandas=0.14.1
+  - geopandas-base=0.14.1
+  - geopy=2.4.1
+  - geos=3.12.1
+  - geotiff=1.7.1
+  - gettext=0.21.1
+  - gflags=2.2.2
+  - giflib=5.2.1
+  - gitdb=4.0.11
+  - gitpython=3.1.40
+  - glib=2.78.3
+  - glib-tools=2.78.3
+  - glog=0.6.0
+  - glpk=5.0
+  - gmp=6.3.0
+  - graphite2=1.3.13
+  - graphviz=9.0.0
+  - gst-plugins-base=1.22.8
+  - gstreamer=1.22.8
+  - gtk2=2.24.33
+  - gts=0.7.6
+  - gurobi=11.0.0
+  - harfbuzz=8.3.0
+  - hdf4=4.2.15
+  - hdf5=1.14.3
+  - humanfriendly=10.0
+  - icu=73.2
+  - idna=3.6
+  - importlib-metadata=7.0.1
+  - importlib_metadata=7.0.1
+  - importlib_resources=6.1.1
+  - iniconfig=2.0.0
+  - ipopt=3.14.13
+  - ipykernel=6.28.0
+  - ipython=8.19.0
+  - ipywidgets=8.1.1
+  - isoduration=20.11.0
+  - jedi=0.19.1
+  - jinja2=3.1.2
+  - joblib=1.3.2
+  - json-c=0.17
+  - json5=0.9.14
+  - jsonpointer=2.4
+  - jsonschema=4.20.0
+  - jsonschema-specifications=2023.12.1
+  - jsonschema-with-format-nongpl=4.20.0
+  - jupyter=1.0.0
+  - jupyter-lsp=2.2.1
+  - jupyter_client=8.6.0
+  - jupyter_console=6.6.3
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+  - krb5=1.21.2
+  - lame=3.100
+  - lcms2=2.16
+  - ld_impl_linux-64=2.40
+  - lerc=4.0.0
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+  - libaec=1.1.2
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+  - libarrow-dataset=14.0.2
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+  - libcrc32c=1.1.2
+  - libcups=2.3.3
+  - libcurl=8.5.0
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+  - libev=4.33
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+  - libexpat=2.5.0
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+  - libgoogle-cloud=2.12.0
+  - libgpg-error=1.47
+  - libgrpc=1.59.3
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+  - libogg=1.3.4
+  - libopenblas=0.3.25
+  - libopus=1.3.1
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+  - libpng=1.6.39
+  - libpq=16.1
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+  - libre2-11=2023.06.02
+  - librsvg=2.56.3
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+  - libsndfile=1.2.2
+  - libsodium=1.0.18
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+  - libspral=2023.08.02
+  - libsqlite=3.44.2
+  - libssh2=1.11.0
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+  - libsystemd0=255
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+  - libuuid=2.38.1
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+  - libwebp=1.3.2
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+  - mpg123=1.32.3
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+  - pysocks=1.7.1
+  - pytables=3.9.2
+  - pytest=7.4.4
+  - python=3.11.7
+  - python-dateutil=2.8.2
+  - python-fastjsonschema=2.19.1
+  - python-json-logger=2.0.7
+  - python-tzdata=2023.4
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+  - webcolors=1.13
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+  - xorg-recordproto=1.14.2
+  - xorg-renderproto=0.11.1
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+  - xorg-xf86vidmodeproto=2.3.1
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+  - zipp=3.17.0
+  - zlib=1.2.13
+  - zlib-ng=2.0.7
+  - zstd=1.5.5
+  - pip:
+      - highspy==1.5.3
+      - tsam==2.3.1