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secondmind-labs / trieste

A Bayesian optimization toolbox built on TensorFlow
Apache License 2.0
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Cannot install trieste from pypi on MacOS #729

Closed johnamcleod closed 1 year ago

johnamcleod commented 1 year ago

Describe the bug pip install trieste fails on MacOS

To reproduce Steps to reproduce the behaviour:

$ pip install trieste
Collecting trieste
  Downloading trieste-1.1.2-py3-none-any.whl (246 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 246.6/246.6 kB 3.4 MB/s eta 0:00:00
  Downloading trieste-1.1.1-py3-none-any.whl (246 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 246.5/246.5 kB 10.5 MB/s eta 0:00:00
  Downloading trieste-1.1.0-py3-none-any.whl (246 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 246.5/246.5 kB 10.5 MB/s eta 0:00:00
  Downloading trieste-1.0.0-py3-none-any.whl (240 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 240.4/240.4 kB 16.6 MB/s eta 0:00:00
  Using cached trieste-0.13.3-py3-none-any.whl (233 kB)
  Using cached trieste-0.13.2-py3-none-any.whl (218 kB)
  Using cached trieste-0.13.1-py3-none-any.whl (220 kB)
Collecting dill==0.3.4
  Using cached dill-0.3.4-py2.py3-none-any.whl (86 kB)
Collecting gpflow==2.5.2
  Using cached gpflow-2.5.2-py3-none-any.whl (383 kB)
Collecting trieste
  Using cached trieste-0.13.0-py3-none-any.whl (215 kB)
  Using cached trieste-0.12.0-py3-none-any.whl (208 kB)
  Using cached trieste-0.11.3-py3-none-any.whl (196 kB)
  Using cached trieste-0.11.2-py3-none-any.whl (196 kB)
  Using cached trieste-0.11.1-py3-none-any.whl (195 kB)
  Using cached trieste-0.11.0-py3-none-any.whl (195 kB)
  Using cached trieste-0.10.0-py3-none-any.whl (168 kB)
  Using cached trieste-0.9.1-py3-none-any.whl (139 kB)
  Using cached trieste-0.9.0-py3-none-any.whl (136 kB)
  Using cached trieste-0.8.0-py3-none-any.whl (150 kB)
  Using cached trieste-0.7.0-py3-none-any.whl (110 kB)
  Using cached trieste-0.6.1-py3-none-any.whl (77 kB)
  Using cached trieste-0.6.0-py3-none-any.whl (77 kB)
  Using cached trieste-0.5.1-py3-none-any.whl (63 kB)
Collecting gpflow==2.2.*
  Using cached gpflow-2.2.1-py3-none-any.whl (271 kB)
Collecting numpy
  Downloading numpy-1.24.3-cp39-cp39-macosx_11_0_arm64.whl (13.9 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 13.9/13.9 MB 16.5 MB/s eta 0:00:00
Collecting trieste
  Using cached trieste-0.5.0-py3-none-any.whl (63 kB)
Collecting gpflow==2.1.*
  Using cached gpflow-2.1.5-py3-none-any.whl (260 kB)
Collecting trieste
  Using cached trieste-0.4.0-py3-none-any.whl (43 kB)
  Using cached trieste-0.3.1-py3-none-any.whl (38 kB)
  Using cached trieste-0.3.0-py3-none-any.whl (38 kB)
  Using cached trieste-0.2.0-py3-none-any.whl (35 kB)
ERROR: Cannot install trieste==0.10.0, trieste==0.11.0, trieste==0.11.1, trieste==0.11.2, trieste==0.11.3, trieste==0.12.0, trieste==0.13.0, trieste==0.13.1, trieste==0.13.2, trieste==0.13.3, trieste==0.2.0, trieste==0.3.0, trieste==0.3.1, trieste==0.4.0, trieste==0.5.0, trieste==0.5.1, trieste==0.6.0, trieste==0.6.1, trieste==0.7.0, trieste==0.8.0, trieste==0.9.0, trieste==0.9.1, trieste==1.0.0, trieste==1.1.0, trieste==1.1.1 and trieste==1.1.2 because these package versions have conflicting dependencies.

The conflict is caused by:
    trieste 1.1.2 depends on tensorflow>=2.5
    trieste 1.1.1 depends on tensorflow>=2.5
    trieste 1.1.0 depends on tensorflow>=2.5
    trieste 1.0.0 depends on tensorflow>=2.5
    trieste 0.13.3 depends on tensorflow>=2.5
    trieste 0.13.2 depends on tensorflow>=2.4
    trieste 0.13.1 depends on tensorflow>=2.4
    trieste 0.13.0 depends on tensorflow>=2.4
    trieste 0.12.0 depends on tensorflow>=2.4
    trieste 0.11.3 depends on tensorflow>=2.4
    trieste 0.11.2 depends on tensorflow>=2.4
    trieste 0.11.1 depends on tensorflow>=2.4
    trieste 0.11.0 depends on tensorflow>=2.4
    trieste 0.10.0 depends on tensorflow>=2.4
    trieste 0.9.1 depends on tensorflow>=2.4
    trieste 0.9.0 depends on tensorflow>=2.4
    trieste 0.8.0 depends on tensorflow>=2.4
    trieste 0.7.0 depends on tensorflow>=2.4
    trieste 0.6.1 depends on tensorflow>=2.4
    trieste 0.6.0 depends on tensorflow>=2.4
    trieste 0.5.1 depends on tensorflow!=2.2.0, !=2.3.0 and >=2.1
    trieste 0.5.0 depends on tensorflow!=2.2.0, !=2.3.0 and >=2.1
    trieste 0.4.0 depends on tensorflow!=2.2.0, !=2.3.0 and >=2.1
    trieste 0.3.1 depends on tensorflow!=2.2.0, !=2.3.0 and >=2.1
    trieste 0.3.0 depends on tensorflow!=2.2.0, !=2.3.0 and >=2.1
    trieste 0.2.0 depends on tensorflow!=2.2.0, !=2.3.0 and >=2.1

To fix this you could try to:
1. loosen the range of package versions you've specified
2. remove package versions to allow pip attempt to solve the dependency conflict

ERROR: ResolutionImpossible: for help visit https://pip.pypa.io/en/latest/topics/dependency-resolution/#dealing-with-dependency-conflicts

Expected behaviour It should be possible to install trieste from pypi on MacOS

System information

johnamcleod commented 1 year ago

GPFlux has updated the third party dependencies list to conditionally install tensorflow-macos based on the setuptools platform and architecture flags. It would be useful to have a similar modification to the third party dependencies of trieste.