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Installing Tensorflow on MacOS downgrade CoastSeg to 1.140 #242

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FlorisCalkoen opened this issue May 6, 2024 · 2 comments
Closed

Installing Tensorflow on MacOS downgrade CoastSeg to 1.140 #242

FlorisCalkoen opened this issue May 6, 2024 · 2 comments

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@FlorisCalkoen
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Ping #openjournals/joss-reviews#6683

I'm not sure if it breaks things downstream, but I thought it's worth sharing. Installing tensorflow on mac (following CoastSeg and Apple guidelines) will downgrade CoastSeg to 1.140.

Click to see install command and result 
❯ mamba install tensorflow

Looking for: ['tensorflow']

conda-forge/osx-arm64                                       Using cache
conda-forge/noarch                                          Using cache

Pinned packages:
  - python 3.10.*


Transaction

  Prefix: /Users/calkoen/mambaforge/envs/coastseg

  Updating specs:

   - tensorflow
   - ca-certificates
   - certifi
   - openssl


  Package                       Version  Build                Channel           Size
──────────────────────────────────────────────────────────────────────────────────────
  Install:
──────────────────────────────────────────────────────────────────────────────────────

  + wrapt                        1.14.1  py310h8e9501a_1      conda-forge       49kB
  + flatbuffers                 23.5.26  h13dd4ca_1           conda-forge        1MB
  + ml_dtypes                     0.2.0  py310h5924a0a_2      conda-forge      669kB
  + gettext-tools                0.22.5  h8fbad5d_2           conda-forge     Cached
  + libasprintf                  0.22.5  h8fbad5d_2           conda-forge     Cached
  + libgettextpo                 0.22.5  h8fbad5d_2           conda-forge     Cached
  + tensorboard-data-server       0.7.0  py310hdd3b5e7_1      conda-forge        3MB
  + libclang                     15.0.7  default_he012953_5   conda-forge      134kB
  + libasprintf-devel            0.22.5  h8fbad5d_2           conda-forge     Cached
  + libgettextpo-devel           0.22.5  h8fbad5d_2           conda-forge     Cached
  + gettext                      0.22.5  h8fbad5d_2           conda-forge     Cached
  + keras                        2.15.0  pyhd8ed1ab_0         conda-forge      900kB
  + absl-py                       2.1.0  pyhd8ed1ab_0         conda-forge      107kB
  + astunparse                    1.6.3  pyhd8ed1ab_0         conda-forge       16kB
  + gast                          0.5.4  pyhd8ed1ab_0         conda-forge       24kB
  + google-pasta                  0.2.0  pyh8c360ce_0         conda-forge       43kB
  + opt_einsum                    3.3.0  pyhc1e730c_2         conda-forge       58kB
  + termcolor                     2.4.0  pyhd8ed1ab_0         conda-forge       13kB
  + python-flatbuffers          24.3.25  pyh59ac667_0         conda-forge       34kB
  + markdown                        3.6  pyhd8ed1ab_0         conda-forge     Cached
  + werkzeug                      3.0.3  pyhd8ed1ab_0         conda-forge      243kB
  + blinker                       1.8.1  pyhd8ed1ab_0         conda-forge       15kB
  + pyjwt                         2.8.0  pyhd8ed1ab_1         conda-forge     Cached
  + oauthlib                      3.2.2  pyhd8ed1ab_0         conda-forge     Cached
  + requests-oauthlib             2.0.0  pyhd8ed1ab_0         conda-forge     Cached
  + google-auth-oauthlib          1.2.0  pyhd8ed1ab_0         conda-forge     Cached
  + tensorboard                  2.15.2  pyhd8ed1ab_0         conda-forge        5MB
  + tensorflow-base              2.15.0  cpu_py310hb663c03_2  conda-forge      134MB
  + tensorflow-estimator         2.15.0  cpu_py310h0d828bf_2  conda-forge      549kB
  + tensorflow                   2.15.0  cpu_py310hed9d77c_2  conda-forge       39kB

  Change:
──────────────────────────────────────────────────────────────────────────────────────

  - libre2-11                2023.09.01  h7b2c953_2           conda-forge     Cached
  + libre2-11                2023.09.01  h741fcf5_1           conda-forge     Cached
  - libtiff                       4.6.0  h07db509_3           conda-forge     Cached
  + libtiff                       4.6.0  ha8a6c65_2           conda-forge     Cached
  - blosc                        1.21.5  h9c252e8_1           conda-forge     Cached
  + blosc                        1.21.5  hc338f07_0           conda-forge     Cached
  - re2                      2023.09.01  h4cba328_2           conda-forge     Cached
  + re2                      2023.09.01  h4cba328_1           conda-forge     Cached
  - imagecodecs                2024.1.1  py310h8137ee9_6      conda-forge     Cached
  + imagecodecs                2024.1.1  py310h7dbe831_2      conda-forge        2MB
  - geotiff                       1.7.1  h6e650f3_16          conda-forge     Cached
  + geotiff                       1.7.1  h7bcba05_15          conda-forge     Cached
  - libspatialite                 5.1.0  h77c30ab_5           conda-forge     Cached
  + libspatialite                 5.1.0  h69abc6b_4           conda-forge     Cached
  - pyproj                        3.6.1  py310h42c19a3_6      conda-forge     Cached
  + pyproj                        3.6.1  py310h486faf3_5      conda-forge      466kB
  - qt-main                      5.15.8  hf679f28_21          conda-forge     Cached
  + qt-main                      5.15.8  h6bf1bb6_19          conda-forge       51MB

  Downgrade:
──────────────────────────────────────────────────────────────────────────────────────

  - libabseil                20240116.2  cxx17_hebf3989_0     conda-forge     Cached
  + libabseil                20230802.1  cxx17_h13dd4ca_0     conda-forge     Cached
  - c-blosc2                     2.14.4  ha57e6be_1           conda-forge     Cached
  + c-blosc2                     2.14.3  ha57e6be_0           conda-forge      240kB
  - cfitsio                       4.4.0  h808cd33_1           conda-forge     Cached
  + cfitsio                       4.3.1  h808cd33_0           conda-forge     Cached
  - libdeflate                     1.20  h93a5062_0           conda-forge     Cached
  + libdeflate                     1.19  hb547adb_0           conda-forge     Cached
  - pcre2                         10.43  h26f9a81_0           conda-forge     Cached
  + pcre2                         10.42  h26f9a81_0           conda-forge     Cached
  - libclang13                   18.1.5  default_h174537c_0   conda-forge     Cached
  + libclang13                   15.0.7  default_h83d0a53_5   conda-forge        6MB
  - mysql-common                  8.3.0  hd1853d3_4           conda-forge     Cached
  + mysql-common                 8.0.33  hf9e6398_6           conda-forge      752kB
  - snappy                        1.2.0  hd04f947_1           conda-forge     Cached
  + snappy                       1.1.10  hd04f947_1           conda-forge       34kB
  - tiledb                       2.22.0  hf0716ca_3           conda-forge     Cached
  + tiledb                       2.18.2  hcd9d348_1           conda-forge        5MB
  - libprotobuf                  4.25.3  hbfab5d5_0           conda-forge     Cached
  + libprotobuf                  4.24.4  h810fc01_0           conda-forge     Cached
  - mysql-libs                    8.3.0  hf036fc4_4           conda-forge     Cached
  + mysql-libs                   8.0.33  he3dca8b_6           conda-forge        2MB
  - protobuf                     4.25.3  py310h1e88e72_0      conda-forge     Cached
  + protobuf                     4.24.4  py310hc08086b_0      conda-forge      307kB
  - proj                          9.4.0  h52fb9d0_1           conda-forge     Cached
  + proj                          9.3.1  h93d94ba_0           conda-forge     Cached
  - libgrpc                      1.62.2  h9c18a4f_0           conda-forge     Cached
  + libgrpc                      1.59.3  h9560976_0           conda-forge     Cached
  - libglib                      2.80.0  hfc324ee_6           conda-forge     Cached
  + libglib                      2.78.4  h1635a5e_0           conda-forge     Cached
  - libgoogle-cloud              2.23.0  hbebe991_1           conda-forge     Cached
  + libgoogle-cloud              2.17.0  hcb82f7c_1           conda-forge      807kB
  - grpcio                       1.62.2  py310hf7687f1_0      conda-forge     Cached
  + grpcio                       1.59.3  py310hf7687f1_0      conda-forge      918kB
  - glib-tools                   2.80.0  hb9a4d99_6           conda-forge     Cached
  + glib-tools                   2.78.4  h1059232_0           conda-forge       97kB
  - poppler                     24.04.0  h42742f0_0           conda-forge     Cached
  + poppler                     23.12.0  hcdd998b_0           conda-forge        1MB
  - libgoogle-cloud-storage      2.23.0  h8a76758_1           conda-forge     Cached
  + libgoogle-cloud-storage      2.17.0  h8a76758_1           conda-forge      513kB
  - glib                         2.80.0  hfc324ee_6           conda-forge     Cached
  + glib                         2.78.4  h1059232_0           conda-forge      487kB
  - libgdal                       3.8.5  h2f7ae65_2           conda-forge     Cached
  + libgdal                       3.8.1  h8e72e65_4           conda-forge        9MB
  - gstreamer                    1.24.3  h430e707_0           conda-forge     Cached
  + gstreamer                    1.22.9  h551c6ff_0           conda-forge        1MB
  - gdal                          3.8.5  py310h7e77ef1_2      conda-forge     Cached
  + gdal                          3.8.1  py310h8d8343e_4      conda-forge        1MB
  - gst-plugins-base             1.24.3  h8a8f8c8_0           conda-forge     Cached
  + gst-plugins-base             1.22.9  h09b4b5e_0           conda-forge        2MB
  - fiona                         1.9.6  py310ha8a040d_0      conda-forge     Cached
  + fiona                         1.9.5  py310h2be8462_2      conda-forge      840kB
  - coastseg                      1.2.4  pyhd8ed1ab_0         conda-forge     Cached
  + coastseg                     1.1.40  pyhd8ed1ab_0         conda-forge       17MB

  Summary:

  Install: 30 packages
  Change: 9 packages
  Downgrade: 27 packages

  Total download: 250MB

──────────────────────────────────────────────────────────────────────────────────────


Confirm changes: [Y/n]
@2320sharon
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Hi @FlorisCalkoen

Thank you for raising this issue. We constantly wrestle with the Tensorflow compatibility issues on Windows. An overwhelming majority of our users use Windows, therefore we have decided to only (for now) support Windows (and Linux, where Tensorflow issues are minimal). We plan on providing Mac support when we can, and in the meantime we are reliant on the community of experimental Mac users. None of the developers have access to a Mac computer.

For now, I'll raise an issue for future support for Mac if the wider community wants to help us build it out and support it.

2320sharon added a commit that referenced this issue May 6, 2024
@2320sharon
Add a mac installation guide to address issue #242
ff627b6
2320sharon added a commit that referenced this issue May 6, 2024
@2320sharon
update the basic install guide to link to the new mac install guide #244
fe2e9b5 
 #242
@dbuscombe-usgs
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Mac was never supported, and JOSS even noted that ahead of review

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@dbuscombe-usgs @FlorisCalkoen @2320sharon