When trying to install the benchmark through Docker, the process fails when trying to install the first algorithm
[+] Building 115.5s (8/8) FINISHED docker:default
=> [internal] load build definition from Dockerfile 0.0s
=> => transferring dockerfile: 1.82kB 0.0s
=> WARN: FromAsCasing: 'as' and 'FROM' keywords' casing do not match (li 0.0s
=> [internal] load metadata for docker.io/condaforge/mambaforge:4.11.0-2 0.5s
=> [internal] load .dockerignore 0.0s
=> => transferring context: 2B 0.0s
=> [1/4] FROM docker.io/condaforge/mambaforge:4.11.0-2@sha256:6a79f20170 0.0s
=> [internal] load build context 0.2s
=> => transferring context: 84.04MB 0.2s
=> CACHED [2/4] RUN apt update && apt install -y default-jdk rsy 0.0s
=> [3/4] COPY . . 0.7s
=> ERROR [4/4] RUN bash install.sh 113.9s
------
> [4/4] RUN bash install.sh:
0.501 installing base srbench environment
24.42 Transaction
24.42
24.42 Prefix: /opt/conda/envs/srbench
24.42
24.42 Updating specs:
24.42
24.42 - python
24.42 - scikit-learn
24.42 - pandas
24.42 - numpy
24.42 - jupyter
24.42 - pytest
24.42 - matplotlib
24.42 - sympy
24.42 - ipdb
24.42 - seaborn
24.42 - pyyaml
24.42 - pip
24.42
24.42
24.45 Package Version Build Channel Size
24.45 ────────────────────────────────────────────────────────────────────────────────────────────────────────
24.45 Install:
24.45 ────────────────────────────────────────────────────────────────────────────────────────────────────────
24.45
24.45 + _libgcc_mutex 0.1 conda_forge conda-forge/linux-64 3kB
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24.45 + wcwidth 0.2.13 pyhd8ed1ab_0 conda-forge/noarch 33kB
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24.45 + webencodings 0.5.1 pyhd8ed1ab_2 conda-forge/noarch 16kB
24.45 + websocket-client 1.8.0 pyhd8ed1ab_0 conda-forge/noarch 47kB
24.45 + widgetsnbextension 4.0.13 pyhd8ed1ab_0 conda-forge/noarch 899kB
24.45 + xcb-util 0.4.1 hb711507_2 conda-forge/linux-64 20kB
24.45 + xcb-util-cursor 0.1.5 hb9d3cd8_0 conda-forge/linux-64 20kB
24.45 + xcb-util-image 0.4.0 hb711507_2 conda-forge/linux-64 25kB
24.45 + xcb-util-keysyms 0.4.1 hb711507_0 conda-forge/linux-64 14kB
24.45 + xcb-util-renderutil 0.3.10 hb711507_0 conda-forge/linux-64 17kB
24.45 + xcb-util-wm 0.4.2 hb711507_0 conda-forge/linux-64 52kB
24.45 + xkeyboard-config 2.43 hb9d3cd8_0 conda-forge/linux-64 389kB
24.45 + xorg-libice 1.1.1 hb9d3cd8_1 conda-forge/linux-64 58kB
24.45 + xorg-libsm 1.2.4 he73a12e_1 conda-forge/linux-64 28kB
24.45 + xorg-libx11 1.8.10 h4f16b4b_0 conda-forge/linux-64 838kB
24.45 + xorg-libxau 1.0.11 hb9d3cd8_1 conda-forge/linux-64 15kB
24.45 + xorg-libxcomposite 0.4.6 hb9d3cd8_2 conda-forge/linux-64 14kB
24.45 + xorg-libxcursor 1.2.2 hb9d3cd8_0 conda-forge/linux-64 32kB
24.45 + xorg-libxdamage 1.1.6 hb9d3cd8_0 conda-forge/linux-64 13kB
24.45 + xorg-libxdmcp 1.1.5 hb9d3cd8_0 conda-forge/linux-64 20kB
24.45 + xorg-libxext 1.3.6 hb9d3cd8_0 conda-forge/linux-64 50kB
24.45 + xorg-libxfixes 6.0.1 hb9d3cd8_0 conda-forge/linux-64 20kB
24.45 + xorg-libxi 1.8.2 hb9d3cd8_0 conda-forge/linux-64 47kB
24.45 + xorg-libxrandr 1.5.4 hb9d3cd8_0 conda-forge/linux-64 30kB
24.45 + xorg-libxrender 0.9.11 hb9d3cd8_1 conda-forge/linux-64 38kB
24.45 + xorg-libxtst 1.2.5 hb9d3cd8_3 conda-forge/linux-64 33kB
24.45 + xorg-libxxf86vm 1.1.5 hb9d3cd8_4 conda-forge/linux-64 18kB
24.45 + xorg-xorgproto 2024.1 hb9d3cd8_1 conda-forge/linux-64 565kB
24.45 + xz 5.2.6 h166bdaf_0 conda-forge/linux-64 418kB
24.45 + yaml 0.2.5 h7f98852_2 conda-forge/linux-64 89kB
24.45 + zeromq 4.3.5 h3b0a872_6 conda-forge/linux-64 336kB
24.45 + zipp 3.20.2 pyhd8ed1ab_0 conda-forge/noarch 21kB
24.45 + zlib 1.3.1 hb9d3cd8_2 conda-forge/linux-64 92kB
24.45 + zstandard 0.23.0 py313h80202fe_1 conda-forge/linux-64 424kB
24.45 + zstd 1.5.6 ha6fb4c9_0 conda-forge/linux-64 555kB
24.45
24.45 Summary:
24.45
24.45 Install: 273 packages
24.45
24.45 Total download: 399MB
24.45
24.45 ────────────────────────────────────────────────────────────────────────────────────────────────────────
24.45
65.09
65.09
65.09 Looking for: ['python', 'scikit-learn', 'pandas', 'numpy', 'jupyter', 'pytest', 'matplotlib', 'sympy', 'ipdb', 'seaborn', 'pyyaml', 'pip']
65.09
65.09
65.09 Preparing transaction: ...working... done
66.23 Verifying transaction: ...working... done
70.42 Executing transaction: ...working... done
83.46 Installing pip dependencies: ...working... Ran pip subprocess with arguments:
84.82 ['/opt/conda/envs/srbench/bin/python', '-m', 'pip', 'install', '-U', '-r', '/condaenv.2r8myj5q.requirements.txt']
84.82 Pip subprocess output:
84.82 Collecting pmlb==1.0.1.post3 (from -r /condaenv.2r8myj5q.requirements.txt (line 1))
84.82 Downloading pmlb-1.0.1.post3-py3-none-any.whl.metadata (1.7 kB)
84.82 Collecting pytest-order (from -r /condaenv.2r8myj5q.requirements.txt (line 2))
84.82 Downloading pytest_order-1.3.0-py3-none-any.whl.metadata (7.7 kB)
84.82 Requirement already satisfied: pandas>=1.0.5 in /opt/conda/envs/srbench/lib/python3.13/site-packages (from pmlb==1.0.1.post3->-r /condaenv.2r8myj5q.requirements.txt (line 1)) (2.2.3)
84.82 Requirement already satisfied: requests>=2.24.0 in /opt/conda/envs/srbench/lib/python3.13/site-packages (from pmlb==1.0.1.post3->-r /condaenv.2r8myj5q.requirements.txt (line 1)) (2.32.3)
84.82 Requirement already satisfied: pyyaml>=5.3.1 in /opt/conda/envs/srbench/lib/python3.13/site-packages (from pmlb==1.0.1.post3->-r /condaenv.2r8myj5q.requirements.txt (line 1)) (6.0.2)
84.82 Requirement already satisfied: pytest>=6.2.4 in /opt/conda/envs/srbench/lib/python3.13/site-packages (from pytest-order->-r /condaenv.2r8myj5q.requirements.txt (line 2)) (8.3.3)
84.82 Requirement already satisfied: numpy>=1.26.0 in /opt/conda/envs/srbench/lib/python3.13/site-packages (from pandas>=1.0.5->pmlb==1.0.1.post3->-r /condaenv.2r8myj5q.requirements.txt (line 1)) (2.1.2)
84.82 Requirement already satisfied: python-dateutil>=2.8.2 in /opt/conda/envs/srbench/lib/python3.13/site-packages (from pandas>=1.0.5->pmlb==1.0.1.post3->-r /condaenv.2r8myj5q.requirements.txt (line 1)) (2.9.0)
84.82 Requirement already satisfied: pytz>=2020.1 in /opt/conda/envs/srbench/lib/python3.13/site-packages (from pandas>=1.0.5->pmlb==1.0.1.post3->-r /condaenv.2r8myj5q.requirements.txt (line 1)) (2024.1)
84.82 Requirement already satisfied: tzdata>=2022.7 in /opt/conda/envs/srbench/lib/python3.13/site-packages (from pandas>=1.0.5->pmlb==1.0.1.post3->-r /condaenv.2r8myj5q.requirements.txt (line 1)) (2024.2)
84.82 Requirement already satisfied: iniconfig in /opt/conda/envs/srbench/lib/python3.13/site-packages (from pytest>=6.2.4->pytest-order->-r /condaenv.2r8myj5q.requirements.txt (line 2)) (2.0.0)
84.82 Requirement already satisfied: packaging in /opt/conda/envs/srbench/lib/python3.13/site-packages (from pytest>=6.2.4->pytest-order->-r /condaenv.2r8myj5q.requirements.txt (line 2)) (24.1)
84.82 Requirement already satisfied: pluggy<2,>=1.5 in /opt/conda/envs/srbench/lib/python3.13/site-packages (from pytest>=6.2.4->pytest-order->-r /condaenv.2r8myj5q.requirements.txt (line 2)) (1.5.0)
84.82 Requirement already satisfied: charset-normalizer<4,>=2 in /opt/conda/envs/srbench/lib/python3.13/site-packages (from requests>=2.24.0->pmlb==1.0.1.post3->-r /condaenv.2r8myj5q.requirements.txt (line 1)) (3.4.0)
84.82 Requirement already satisfied: idna<4,>=2.5 in /opt/conda/envs/srbench/lib/python3.13/site-packages (from requests>=2.24.0->pmlb==1.0.1.post3->-r /condaenv.2r8myj5q.requirements.txt (line 1)) (3.10)
84.82 Requirement already satisfied: urllib3<3,>=1.21.1 in /opt/conda/envs/srbench/lib/python3.13/site-packages (from requests>=2.24.0->pmlb==1.0.1.post3->-r /condaenv.2r8myj5q.requirements.txt (line 1)) (2.2.3)
84.82 Requirement already satisfied: certifi>=2017.4.17 in /opt/conda/envs/srbench/lib/python3.13/site-packages (from requests>=2.24.0->pmlb==1.0.1.post3->-r /condaenv.2r8myj5q.requirements.txt (line 1)) (2024.8.30)
84.82 Requirement already satisfied: six>=1.5 in /opt/conda/envs/srbench/lib/python3.13/site-packages (from python-dateutil>=2.8.2->pandas>=1.0.5->pmlb==1.0.1.post3->-r /condaenv.2r8myj5q.requirements.txt (line 1)) (1.16.0)
84.82 Downloading pmlb-1.0.1.post3-py3-none-any.whl (19 kB)
84.82 Downloading pytest_order-1.3.0-py3-none-any.whl (14 kB)
84.82 Installing collected packages: pytest-order, pmlb
84.82 Successfully installed pmlb-1.0.1.post3 pytest-order-1.3.0
84.82
84.82 done
84.82 #
84.82 # To activate this environment, use
84.82 #
84.82 # $ conda activate srbench
84.82 #
84.82 # To deactivate an active environment, use
84.82 #
84.82 # $ conda deactivate
84.82
85.40 no change /opt/conda/condabin/conda
85.40 no change /opt/conda/bin/conda
85.40 no change /opt/conda/bin/conda-env
85.40 no change /opt/conda/bin/activate
85.40 no change /opt/conda/bin/deactivate
85.40 no change /opt/conda/etc/profile.d/conda.sh
85.40 no change /opt/conda/etc/fish/conf.d/conda.fish
85.40 no change /opt/conda/shell/condabin/Conda.psm1
85.40 no change /opt/conda/shell/condabin/conda-hook.ps1
85.40 no change /opt/conda/lib/python3.9/site-packages/xontrib/conda.xsh
85.40 no change /opt/conda/etc/profile.d/conda.csh
85.40 modified /root/.bashrc
85.40
85.40 ==> For changes to take effect, close and re-open your current shell. <==
85.40
85.42 ////////////////////////////////////////
85.42 installing these SR methods:
85.42 afp bingo e2et eplex eql feat ffx geneticengine gpgomea gplearn gpzgd itea operon ps-tree pysr qlattice rils-rols tir
85.42 ////////////////////////////////////////
85.42 vvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvv
85.42 .................... Installing afp ...
85.43 build_clone_base_env: yes
85.43 ........................................
85.43 Cloning base environment
85.43 ........................................
87.84 Source: /opt/conda/envs/srbench
87.84 Destination: /opt/conda/envs/srbench-afp
87.84 Packages: 273
87.84 Files: 39
87.84 Preparing transaction: ...working... done
88.96 Verifying transaction: ...working... done
93.20 Executing transaction: ...working... done
106.1 #
106.1 # To activate this environment, use
106.1 #
106.1 # $ conda activate srbench-afp
106.1 #
106.1 # To deactivate an active environment, use
106.1 #
106.1 # $ conda deactivate
106.1
106.3 Update alg env from environment.yml
106.3 ........................................
106.5 conda-forge/linux-64 Using cache
106.5 conda-forge/noarch Using cache
112.8
112.8
112.8 Looking for: ['python=3', 'eigen=3.3.7', 'boost=1.74.0', 'scikit-learn', 'pandas=1.1', 'pip']
112.8
112.8
112.8 Encountered problems while solving:
112.8 - nothing provides _python_rc needed by python-3.13.0rc1-h3b4618f_0_cp313t
112.8
------
Dockerfile:45
--------------------
43 | SHELL ["/bin/bash", "-c"]
44 | COPY . .
45 | >>> RUN bash install.sh
46 |
--------------------
ERROR: failed to solve: process "/bin/bash -c bash install.sh" did not complete successfully: exit code: 1
For some reason it looks like it's trying to pull from a release candidate version of Python, breaking the entire thing in the process.
I've tried running
conda clean --all --yes
conda config --set channel_priority strict
to no avail. I've also tried manually updating some dependencies, both in the base_environment.yml and the specific environment.yml, but every time I fix something, I end up breaking something else.
It would seem that the fix is simpler than I imagine, yet any combination I try doesn't work.
When trying to install the benchmark through Docker, the process fails when trying to install the first algorithm
For some reason it looks like it's trying to pull from a release candidate version of Python, breaking the entire thing in the process.
I've tried running
to no avail. I've also tried manually updating some dependencies, both in the
base_environment.ymland the specificenvironment.yml, but every time I fix something, I end up breaking something else.It would seem that the fix is simpler than I imagine, yet any combination I try doesn't work.