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[Question]: Install on mac M2? #134

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transition-bio-1 opened this issue Jul 19, 2023 · 5 comments
Closed

[Question]: Install on mac M2? #134

transition-bio-1 opened this issue Jul 19, 2023 · 5 comments
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question Further information is requested

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@transition-bio-1
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Hi Francisco,

I'm relatively inexperienced in bioinformatics and maybe there is an easy workaround that I'm missing, but I am struggling to figure out if this workflow can be run on a mac M2 machine. At the very least concoct v1.1.0 is not available for osx-64 (only 0.4.2) and I'm not sure about other dependencies. Do you have any suggestions for how to set up metaGEM on a mac? The workflow itself looks excellent and I would love to try it out.

Best,
~s.

@transition-bio-1 transition-bio-1 added the question Further information is requested label Jul 19, 2023
@franciscozorrilla
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Hi Sasha,

Great that you are getting hands on experience with bioinfo tools, happy to help!

The short answer is: no ❌

The long answer is: metaGEM was developed for usage on linux-based high performance computer clusters, considering that personal computers (mac or windows) do not have the computational resources to efficiently store and analyze real metagenomics datasets. Even if you could set up metaGEM on your macbook, you would have a very hard time with many steps in the workflow, e.g. short read assembly which typically requires multiple cores and significant RAM. So while it should be possible to install dependencies and set up metaGEM on a macbook, this would be of very limited use. Instead, I would suggest you get access to your institution's high performance computer cluster, where you should be able to set up metaGEM ✅

See also issues #16 and #122 for more info on this topic.
You may also be interested in this google colab notebook that sets up metaGEM and runs assembly on a toy set of samples.

Best wishes and good luck!
Francisco

@transition-bio-1
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transition-bio-1 commented Jul 20, 2023 via email

@franciscozorrilla
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Its true, I also think that for certain tasks/datasets there could be situations where it would be nice to run some analysis with metaGEM on a macbook (#123). Its not at the top of my priority list but will try to get to this soon 💎

@franciscozorrilla
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Was curious about this so looked into it earlier than expected.

There is good news and bad news: as a temporary workaround you can follow the instructions from the manual setup to install dependencies from yml files.

Unfortunately, gtdbtk is not available on osx due to the fact that a key dependency pplacer is only available for linux architectures. In any case, gtdbtk is far too computationally intensive to run on a macbook, even with M1/M2. Also, as you already identified CONCOCT v1.1.0 is not avaiable for osx so you would have to settle for the earlier v0.4.2 for now.

First create a modified version of the metaGEM_env.yml file, with relaxed versioning for CONCOCT and gtdbtk removed:

name: metagem
channels:
  - conda-forge
  - bioconda
  - defaults
dependencies:
  - bedtools>=2.29.2
  - bwa>=0.7.17
  - concoct
  - diamond>=2.0.6
  - fastp>=0.20.1
  - maxbin2>=2.2.7
  - megahit>=1.2.9
  - metabat2>=2.15
  - r-base>=3.5.1
  - r-gridextra>=2.2.1
  - r-tidyverse
  - r-tidytext
  - samtools>=1.9
  - snakemake>=5.10.0,<5.31.1

Then use mamba to set up the dependencies:

$ mamba env create --prefix ./envs/metagem -f metaGEM_env.yml
pkgs/main/osx-64         [====================] (00m:00s) No change
bioconda/osx-64          [====================] (00m:00s) No change
pkgs/r/noarch            [====================] (00m:00s) No change
bioconda/noarch          [====================] (00m:00s) No change
pkgs/r/osx-64            [====================] (00m:00s) No change
pkgs/main/noarch         [====================] (00m:00s) No change
conda-forge/noarch       [====================] (00m:03s) Done
conda-forge/osx-64       [====================] (00m:08s) Done


Looking for: ["bedtools[version='>=2.29.2']", "bwa[version='>=0.7.17']", 'concoct', "diamond[version='>=2.0.6']", "fastp[version='>=0.20.1']", "maxbin2[version='>=2.2.7']", "megahit[version='>=1.2.9']", "metabat2[version='>=2.15']", "r-base[version='>=3.5.1']", "r-gridextra[version='>=2.2.1']", 'r-tidyverse', 'r-tidytext', "samtools[version='>=1.9']", "snakemake[version='>=5.10.0,<5.31.1']"]


Transaction

  Prefix: /Users/fzorrilla/Documents/metagem/envs/metagem

  Updating specs:

   - bedtools[version='>=2.29.2']
   - bwa[version='>=0.7.17']
   - concoct
   - diamond[version='>=2.0.6']
   - fastp[version='>=0.20.1']
   - maxbin2[version='>=2.2.7']
   - megahit[version='>=1.2.9']
   - metabat2[version='>=2.15']
   - r-base[version='>=3.5.1']
   - r-gridextra[version='>=2.2.1']
   - r-tidyverse
   - r-tidytext
   - samtools[version='>=1.9']
   - snakemake[version='>=5.10.0,<5.31.1']


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

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  + xorg-renderproto                     0.11.1  h0d85af4_1002            conda-forge/osx-64      Cached
  + xorg-xextproto                        7.3.0  hb7f2c08_1003            conda-forge/osx-64       30 KB
  + xorg-xproto                          7.0.31  h35c211d_1007            conda-forge/osx-64      Cached
  + xz                                    5.2.6  h775f41a_0               conda-forge/osx-64      233 KB
  + yaml                                  0.2.5  h0d85af4_2               conda-forge/osx-64       82 KB
  + yarl                                  1.6.3  py36hfa26744_2           conda-forge/osx-64      Cached
  + zipp                                  3.6.0  pyhd8ed1ab_0             conda-forge/noarch      Cached
  + zlib                                 1.2.13  h8a1eda9_5               conda-forge/osx-64       89 KB
  + zstd                                  1.5.2  h829000d_7               conda-forge/osx-64      396 KB

  Summary:

  Install: 419 packages

  Total download: 484 MB

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

Transaction

  Prefix: /Users/fzorrilla/Documents/metagem/envs/metagem

  Updating specs:

   - bedtools[version='>=2.29.2']
   - bwa[version='>=0.7.17']
   - concoct
   - diamond[version='>=2.0.6']
   - fastp[version='>=0.20.1']
   - maxbin2[version='>=2.2.7']
   - megahit[version='>=1.2.9']
   - metabat2[version='>=2.15']
   - r-base[version='>=3.5.1']
   - r-gridextra[version='>=2.2.1']
   - r-tidyverse
   - r-tidytext
   - samtools[version='>=1.9']
   - snakemake[version='>=5.10.0,<5.31.1']


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

  + _r-mutex                              1.0.1  anacondar_1              conda-forge/noarch      Cached
  + aioeasywebdav                         2.4.0  py36h79c6626_1001        conda-forge/osx-64      Cached
  + aiohttp                         3.7.4.post0  py36hfa26744_0           conda-forge/osx-64      Cached
  + alabaster                            0.7.13  pyhd8ed1ab_0             conda-forge/noarch       18 KB
  + amply                                 0.1.6  pyhd8ed1ab_0             conda-forge/noarch       21 KB
  + appdirs                               1.4.4  pyh9f0ad1d_0             conda-forge/noarch      Cached
  + async-timeout                         3.0.1  py_1000                  conda-forge/noarch      Cached
  + attrs                                22.2.0  pyh71513ae_0             conda-forge/noarch       53 KB
  + babel                                2.11.0  pyhd8ed1ab_0             conda-forge/noarch        7 MB
  + backports                               1.0  pyhd8ed1ab_3             conda-forge/noarch        6 KB
  + backports.functools_lru_cache         1.6.5  pyhd8ed1ab_0             conda-forge/noarch       11 KB
  + bcrypt                                3.2.0  py36hfa26744_1           conda-forge/osx-64      Cached
  + bedtools                             2.31.0  h6372da2_2               bioconda/osx-64         768 KB
  + biopython                              1.79  py36hfa26744_0           conda-forge/osx-64      Cached
  + blas                                    1.1  openblas                 conda-forge/osx-64      Cached
  + blast                                2.14.0  pl5321h91c44f7_2         bioconda/osx-64         232 MB
  + boto3                               1.21.32  pyhd8ed1ab_0             conda-forge/noarch       71 KB
  + botocore                            1.24.32  pyhd3eb1b0_0             pkgs/main/noarch          4 MB
  + bowtie2                               2.5.1  py36hde6f128_1           bioconda/osx-64           1 MB
  + brotlipy                              0.7.0  py36hfa26744_1001        conda-forge/osx-64      Cached
  + bwa                                  0.7.17  h45fc8d7_11              bioconda/osx-64         222 KB
  + bwidget                              1.9.14  h694c41f_1               conda-forge/osx-64      Cached
  + bzip2                                 1.0.8  h0d85af4_4               conda-forge/osx-64      Cached
  + c-ares                               1.19.1  h0dc2134_0               conda-forge/osx-64      101 KB
  + ca-certificates                    2023.5.7  h8857fd0_0               conda-forge/osx-64      145 KB
  + cachetools                            5.0.0  pyhd8ed1ab_0             conda-forge/noarch       12 KB
  + cairo                                1.16.0  h0ab9d94_1001            conda-forge/osx-64        1 MB
  + cctools_osx-64                      973.0.1  hcc6d90d_13              conda-forge/osx-64        1 MB
  + certifi                           2021.5.30  py36h79c6626_0           conda-forge/osx-64      Cached
  + cffi                                 1.14.4  py36h1b827b8_0           conda-forge/osx-64      Cached
  + chardet                               4.0.0  py36h79c6626_1           conda-forge/osx-64      Cached
  + charset-normalizer                    2.1.1  pyhd8ed1ab_0             conda-forge/noarch       36 KB
  + clang                                14.0.6  h694c41f_1               conda-forge/osx-64      130 KB
  + clang-14                             14.0.6  default_hdb78580_1       conda-forge/osx-64     1005 KB
  + clang_osx-64                         14.0.6  h3113cd8_6               conda-forge/osx-64       20 KB
  + clangxx                              14.0.6  default_hdb78580_1       conda-forge/osx-64      130 KB
  + clangxx_osx-64                       14.0.6  h6f97653_6               conda-forge/osx-64       19 KB
  + coincbc                              2.10.3  h7a5a08d_3               conda-forge/osx-64      Cached
  + colorama                              0.4.5  pyhd8ed1ab_0             conda-forge/noarch       18 KB
  + compiler-rt                          14.0.6  h613da45_0               conda-forge/osx-64       83 KB
  + compiler-rt_osx-64                   14.0.6  hab78ec2_0               conda-forge/noarch       15 MB
  + concoct                               0.4.1  py36hd1ccf6d_0           bioconda/osx-64         Cached
  + configargparse                        1.5.5  pyhd8ed1ab_0             conda-forge/noarch       40 KB
  + cryptography                         35.0.0  py36ha6a00b0_0           conda-forge/osx-64      Cached
  + curl                                 7.68.0  h8754def_0               conda-forge/osx-64      Cached
  + cycler                               0.11.0  pyhd8ed1ab_0             conda-forge/noarch      Cached
  + cython                              0.29.24  py36hefe7e0e_0           conda-forge/osx-64      Cached
  + datrie                                0.8.2  py36hfa26744_2           conda-forge/osx-64      Cached
  + decorator                             5.1.1  pyhd8ed1ab_0             conda-forge/noarch       12 KB
  + defusedxml                            0.7.1  pyhd8ed1ab_0             conda-forge/noarch       23 KB
  + diamond                               2.1.8  h94ec1f5_0               bioconda/osx-64           3 MB
  + docutils                             0.17.1  py36h79c6626_0           conda-forge/osx-64      Cached
  + dropbox                             11.36.2  pyhd8ed1ab_0             conda-forge/noarch      956 KB
  + entrez-direct                          16.2  h193322a_1               bioconda/osx-64           7 MB
  + fastp                                0.23.4  h5712c04_2               bioconda/osx-64         237 KB
  + fftw                                  3.3.8  mpi_mpich_h6e18f22_1009  conda-forge/osx-64        5 MB
  + filechunkio                             1.8  py_2                     conda-forge/noarch      Cached
  + fontconfig                           2.13.1  h1027ab8_1000            conda-forge/osx-64      Cached
  + fraggenescan                           1.31  h2413b67_6               bioconda/osx-64           1 MB
  + freetype                             2.12.1  h3f81eb7_1               conda-forge/osx-64      586 KB
  + ftputil                               5.0.4  pyhd8ed1ab_0             conda-forge/noarch       42 KB
  + gdk-pixbuf                          2.36.12  h306395f_1005            conda-forge/osx-64      565 KB
  + gettext                              0.21.1  h8a4c099_0               conda-forge/osx-64        4 MB
  + gfortran_osx-64                       4.8.5  h22b1bf0_8               conda-forge/osx-64      Cached
  + ghostscript                          9.54.0  h96cf925_2               conda-forge/osx-64       56 MB
  + giflib                                5.1.7  h01d97ff_1               conda-forge/osx-64      Cached
  + gitdb                                4.0.10  pyhd8ed1ab_0             conda-forge/noarch       50 KB
  + gitpython                            3.1.18  pyhd8ed1ab_0             conda-forge/noarch      Cached
  + glib                                 2.66.3  h519c658_0               conda-forge/osx-64      491 KB
  + gobject-introspection                1.66.1  py36h251bb5a_3           conda-forge/osx-64        1 MB
  + google-api-core                       2.8.0  pyhd8ed1ab_1             conda-forge/noarch       70 KB
  + google-api-python-client             2.52.0  pyhd8ed1ab_0             conda-forge/noarch        5 MB
  + google-auth                          2.22.0  pyh1a96a4e_0             conda-forge/noarch      100 KB
  + google-auth-httplib2                  0.1.0  pyhd8ed1ab_1             conda-forge/noarch       13 KB
  + google-cloud-core                     2.3.1  pyhd8ed1ab_0             conda-forge/noarch       27 KB
  + google-cloud-storage                 2.10.0  pyh1a96a4e_0             conda-forge/noarch       81 KB
  + google-crc32c                         1.1.2  py36h25ea633_0           conda-forge/osx-64      Cached
  + google-resumable-media                2.3.3  pyhd8ed1ab_0             conda-forge/noarch       42 KB
  + googleapis-common-protos             1.53.0  py36h79c6626_0           conda-forge/osx-64      Cached
  + graphite2                            1.3.13  h2e338ed_1001            conda-forge/osx-64      Cached
  + graphviz                             2.42.3  h98dfb87_0               conda-forge/osx-64      Cached
  + grpcio                               1.38.1  py36h8d587b5_0           conda-forge/osx-64      Cached
  + gsl                                   2.2.1  blas_openblash47a8a8e_5  conda-forge/osx-64      Cached
  + harfbuzz                              2.4.0  h92b87b8_1               conda-forge/osx-64        1 MB
  + hmmer                                 3.3.2  h7133b54_4               bioconda/osx-64          15 MB
  + htslib                               1.10.2  h862b14c_0               bioconda/osx-64           1 MB
  + httplib2                             0.22.0  pyhd8ed1ab_0             conda-forge/noarch       93 KB
  + icu                                    58.2  h0a44026_1000            conda-forge/osx-64      Cached
  + idba                                  1.1.3  1                        bioconda/osx-64         Cached
  + idna                                    3.4  pyhd8ed1ab_0             conda-forge/noarch       55 KB
  + idna_ssl                              1.1.0  pyhd8ed1ab_1002          conda-forge/noarch      Cached
  + imagemagick                        7.0.8_54  pl526h65d2115_0          conda-forge/osx-64        2 MB
  + imagesize                             1.4.1  pyhd8ed1ab_0             conda-forge/noarch       10 KB
  + importlib-metadata                    4.8.1  py36h79c6626_0           conda-forge/osx-64      Cached
  + ipython_genutils                      0.2.0  py_1                     conda-forge/noarch      Cached
  + isa-l                                2.30.0  h0d85af4_4               conda-forge/osx-64      174 KB
  + jbig                                    2.1  h0d85af4_2003            conda-forge/osx-64      Cached
  + jinja2                                3.0.3  pyhd8ed1ab_0             conda-forge/noarch      Cached
  + jmespath                             0.10.0  pyh9f0ad1d_0             conda-forge/noarch      Cached
  + joblib                                1.3.0  pyhd8ed1ab_0             conda-forge/noarch      216 KB
  + jpeg                                     9e  hb7f2c08_3               conda-forge/osx-64      226 KB
  + jsonschema                            4.1.2  pyhd8ed1ab_0             conda-forge/noarch      Cached
  + jupyter_core                          4.8.1  py36h79c6626_0           conda-forge/osx-64      Cached
  + kiwisolver                            1.3.1  py36hc61eee1_1           conda-forge/osx-64      Cached
  + krb5                                 1.16.4  h1752a42_0               conda-forge/osx-64      Cached
  + lcms2                                  2.11  h11f7e16_1               conda-forge/osx-64      Cached
  + ld64_osx-64                             609  hfd63004_13              conda-forge/osx-64        1 MB
  + libblas                               3.9.0  15_osx64_openblas        conda-forge/osx-64       12 KB
  + libcblas                              3.9.0  15_osx64_openblas        conda-forge/osx-64       12 KB
  + libclang-cpp14                       14.0.6  default_hdb78580_1       conda-forge/osx-64       11 MB
  + libcrc32c                             1.1.2  he49afe7_0               conda-forge/osx-64      Cached
  + libcroco                             0.6.13  hc484408_0               conda-forge/osx-64      115 KB
  + libcurl                              7.68.0  h709d2b2_0               conda-forge/osx-64      Cached
  + libcxx                               16.0.6  hd57cbcb_0               conda-forge/osx-64        1 MB
  + libdeflate                             1.18  hac1461d_0               conda-forge/osx-64       65 KB
  + libedit                        3.1.20191231  h0678c8f_2               conda-forge/osx-64      103 KB
  + libffi                                3.2.1  hb1e8313_1007            conda-forge/osx-64      Cached
  + libgcc                                4.8.5  hdbeacc1_10              conda-forge/osx-64      Cached
  + libgfortran                           3.0.1  0                        conda-forge/osx-64      Cached
  + libglib                              2.66.3  h2575888_0               conda-forge/osx-64        3 MB
  + libiconv                               1.17  hac89ed1_0               conda-forge/osx-64        1 MB
  + libidn2                               2.3.4  hb7f2c08_0               conda-forge/osx-64      170 KB
  + liblapack                             3.9.0  15_osx64_openblas        conda-forge/osx-64       12 KB
  + libllvm14                            14.0.6  hc8e404f_3               conda-forge/osx-64       21 MB
  + libopenblas                          0.3.20  h9a5756b_0               pkgs/main/osx-64          5 MB
  + libpng                               1.6.39  ha978bb4_0               conda-forge/osx-64      265 KB
  + libprotobuf                          3.18.0  hcf210ce_1               conda-forge/osx-64      Cached
  + librsvg                             2.44.14  h423af4f_0               conda-forge/osx-64        2 MB
  + libsodium                            1.0.18  hbcb3906_1               conda-forge/osx-64      Cached
  + libssh2                              1.10.0  h7535e13_3               conda-forge/osx-64      222 KB
  + libtiff                               4.1.0  h2ef1027_2               pkgs/main/osx-64        425 KB
  + libunistring                         0.9.10  h0d85af4_0               conda-forge/osx-64        1 MB
  + libwebp                               1.0.2  h20df551_3               conda-forge/osx-64      Cached
  + libxcb                                 1.15  hb7f2c08_0               conda-forge/osx-64      306 KB
  + libxml2                               2.9.9  hd80cff7_2               conda-forge/osx-64      Cached
  + libzlib                              1.2.13  h8a1eda9_5               conda-forge/osx-64       58 KB
  + llvm-openmp                          16.0.6  hff08bdf_0               conda-forge/osx-64      289 KB
  + llvm-tools                           14.0.6  hc8e404f_3               conda-forge/osx-64       11 MB
  + make                                    4.3  h22f3db7_1               conda-forge/osx-64      Cached
  + markupsafe                            2.0.1  py36hfa26744_0           conda-forge/osx-64      Cached
  + matplotlib-base                       3.3.4  py36h4ea959b_0           conda-forge/osx-64      Cached
  + maxbin2                               2.2.7  h589c0e0_3               bioconda/osx-64         Cached
  + megahit                               1.2.9  h2ed8fcc_1               bioconda/osx-64           2 MB
  + metabat2                               2.15  h72337ff_1               bioconda/osx-64           1 MB
  + mpi                                     1.0  mpich                    conda-forge/osx-64        4 KB
  + mpich                                 3.2.1  ha90c164_1014            conda-forge/osx-64        4 MB
  + multidict                             5.2.0  py36hfa26744_0           conda-forge/osx-64      Cached
  + nbformat                              5.1.3  pyhd8ed1ab_0             conda-forge/noarch      Cached
  + ncbi-vdb                             2.11.0  h589c0e0_1               bioconda/osx-64           8 MB
  + ncurses                                 6.2  h2e338ed_4               conda-forge/osx-64      881 KB
  + networkx                                2.7  pyhd8ed1ab_0             conda-forge/noarch        2 MB
  + nose                                  1.3.7  py_1006                  conda-forge/noarch      Cached
  + numpy                                1.19.5  py36h08b5fde_2           conda-forge/osx-64      Cached
  + oauth2client                          4.1.3  py_0                     conda-forge/noarch      Cached
  + olefile                                0.46  pyh9f0ad1d_1             conda-forge/noarch      Cached
  + openblas                             0.2.20  8                        conda-forge/osx-64      Cached
  + openjpeg                              2.3.1  h6cbf5cd_3               conda-forge/osx-64      Cached
  + openssl                              1.1.1u  h8a1eda9_0               conda-forge/osx-64        2 MB
  + packaging                              21.3  pyhd8ed1ab_0             conda-forge/noarch      Cached
  + pandas                                1.1.5  py36h2be6da3_0           conda-forge/osx-64      Cached
  + pandoc                                3.1.3  h9d075a6_0               conda-forge/osx-64       15 MB
  + pango                               1.40.14  h0da9b22_1005            conda-forge/osx-64      518 KB
  + paramiko                             2.12.0  pyhd8ed1ab_0             conda-forge/noarch      141 KB
  + pcre                                   8.45  he49afe7_0               conda-forge/osx-64      Cached
  + perl                                 5.26.2  hbcb3906_1008            conda-forge/osx-64      Cached
  + perl-archive-tar                       2.32  pl526_0                  bioconda/osx-64          31 KB
  + perl-base                              2.23  pl526_1                  bioconda/osx-64         Cached
  + perl-business-isbn                    3.004  pl526_0                  bioconda/osx-64         Cached
  + perl-business-isbn-data        20140910.003  pl526_0                  bioconda/osx-64         Cached
  + perl-carp                              1.38  pl526_3                  bioconda/osx-64         Cached
  + perl-common-sense                      3.74  pl526_2                  bioconda/osx-64          15 KB
  + perl-compress-raw-bzip2               2.087  pl526h6de7cb9_0          bioconda/osx-64          47 KB
  + perl-compress-raw-zlib                2.087  pl526h770b8ee_0          bioconda/osx-64         Cached
  + perl-constant                          1.33  pl526_1                  bioconda/osx-64         Cached
  + perl-data-dumper                      2.173  pl526_0                  bioconda/osx-64         Cached
  + perl-digest-hmac                       1.03  pl526_3                  bioconda/osx-64         Cached
  + perl-digest-md5                        2.55  pl526_0                  bioconda/osx-64         Cached
  + perl-encode                            2.88  pl526_1                  bioconda/osx-64         Cached
  + perl-encode-locale                     1.05  pl526_6                  bioconda/osx-64         Cached
  + perl-exporter                          5.72  pl526_1                  bioconda/osx-64         Cached
  + perl-exporter-tiny                 1.002001  pl526_0                  bioconda/osx-64          23 KB
  + perl-extutils-makemaker                7.36  pl526_1                  bioconda/osx-64         Cached
  + perl-file-listing                      6.04  pl526_1                  bioconda/osx-64         Cached
  + perl-html-parser                       3.72  pl526h04f5b5a_5          bioconda/osx-64         Cached
  + perl-html-tagset                       3.20  pl526_3                  bioconda/osx-64         Cached
  + perl-http-cookies                      6.04  pl526_0                  bioconda/osx-64         Cached
  + perl-http-daemon                       6.01  pl526_1                  bioconda/osx-64         Cached
  + perl-http-date                         6.02  pl526_3                  bioconda/osx-64         Cached
  + perl-http-message                      6.18  pl526_0                  bioconda/osx-64         Cached
  + perl-http-negotiate                    6.01  pl526_3                  bioconda/osx-64         Cached
  + perl-io-compress                      2.087  pl526h6de7cb9_0          bioconda/osx-64          81 KB
  + perl-io-html                          1.001  pl526_2                  bioconda/osx-64         Cached
  + perl-io-socket-ssl                    2.066  pl526_0                  bioconda/osx-64         Cached
  + perl-io-zlib                           1.10  pl526_2                  bioconda/osx-64           9 KB
  + perl-json                              4.02  pl526_0                  bioconda/osx-64          52 KB
  + perl-json-xs                           2.34  pl526h04f5b5a_3          bioconda/osx-64          61 KB
  + perl-libwww-perl                       6.39  pl526_0                  bioconda/noarch         Cached
  + perl-list-moreutils                   0.428  pl526_1                  bioconda/osx-64          28 KB
  + perl-list-moreutils-xs                0.428  pl526_0                  bioconda/osx-64          40 KB
  + perl-lwp-mediatypes                    6.04  pl526_0                  bioconda/osx-64         Cached
  + perl-lwp-simple                        6.15  pl526h470a237_4          bioconda/osx-64         Cached
  + perl-mime-base64                       3.15  pl526_1                  bioconda/osx-64         Cached
  + perl-net-http                          6.19  pl526_0                  bioconda/noarch         Cached
  + perl-net-ssleay                        1.88  pl526hb1dc21d_0          bioconda/osx-64         Cached
  + perl-ntlm                              1.09  pl526_4                  bioconda/osx-64         Cached
  + perl-parent                           0.236  pl526_1                  bioconda/osx-64         Cached
  + perl-pathtools                         3.75  pl526h1de35cc_1          bioconda/osx-64          39 KB
  + perl-scalar-list-utils                 1.52  pl526h01d97ff_0          bioconda/osx-64          35 KB
  + perl-storable                          3.15  pl526h1de35cc_0          bioconda/osx-64         Cached
  + perl-time-local                        1.28  pl526_1                  bioconda/osx-64         Cached
  + perl-try-tiny                          0.30  pl526_1                  bioconda/osx-64         Cached
  + perl-types-serialiser                   1.0  pl526_2                  bioconda/osx-64          10 KB
  + perl-uri                               1.76  pl526_0                  bioconda/osx-64         Cached
  + perl-www-robotrules                    6.02  pl526_3                  bioconda/osx-64         Cached
  + perl-xsloader                          0.24  pl526_0                  bioconda/osx-64         Cached
  + pillow                                8.1.0  py36hc04f27d_1           conda-forge/osx-64      Cached
  + pip                                  21.3.1  pyhd8ed1ab_0             conda-forge/noarch      Cached
  + pixman                               0.38.0  h01d97ff_1003            conda-forge/osx-64      611 KB
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  + pycparser                              2.21  pyhd8ed1ab_0             conda-forge/noarch      Cached
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  + pygraphviz                              1.6  py36h55e09c2_1           conda-forge/osx-64      Cached
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  + pyparsing                             3.1.0  pyhd8ed1ab_0             conda-forge/noarch       87 KB
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  + python-irodsclient                    1.1.8  pyhd8ed1ab_0             conda-forge/noarch      152 KB
  + python_abi                              3.6  2_cp36m                  conda-forge/osx-64      Cached
  + pytz                                 2023.3  pyhd8ed1ab_0             conda-forge/noarch      182 KB
  + pyu2f                                 0.1.5  pyhd8ed1ab_0             conda-forge/noarch      Cached
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  + r-askpass                               1.1  r35h17f1fa6_1            conda-forge/osx-64      Cached
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  + r-base64enc                           0.1_3  r35h17f1fa6_1003         conda-forge/osx-64      Cached
  + r-bitops                              1.0_6  r35h17f1fa6_1003         conda-forge/osx-64      Cached
  + r-broom                               0.5.6  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-callr                               3.4.3  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-catools                          1.17.1.4  r35hc5da6b9_0            conda-forge/osx-64      Cached
  + r-cellranger                          1.1.0  r35h6115d3f_1002         conda-forge/noarch      Cached
  + r-cli                                 2.0.2  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-clipr                               0.7.0  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-colorspace                          1.4_1  r35h17f1fa6_1            conda-forge/osx-64      Cached
  + r-crayon                              1.3.4  r35h6115d3f_1002         conda-forge/noarch      Cached
  + r-curl                                  4.3  r35h17f1fa6_0            conda-forge/osx-64      Cached
  + r-dbi                                 1.1.0  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-dbplyr                              1.4.3  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-desc                                1.2.0  r35h6115d3f_1002         conda-forge/noarch      Cached
  + r-digest                             0.6.25  r35hc5da6b9_1            conda-forge/osx-64      Cached
  + r-dplyr                               0.8.5  r35hc5da6b9_0            conda-forge/osx-64      Cached
  + r-ellipsis                            0.3.0  r35h17f1fa6_0            conda-forge/osx-64      Cached
  + r-evaluate                             0.14  r35h6115d3f_1            conda-forge/noarch      Cached
  + r-fansi                               0.4.1  r35h17f1fa6_0            conda-forge/osx-64      Cached
  + r-farver                              2.0.3  r35hc5da6b9_0            conda-forge/osx-64      Cached
  + r-forcats                             0.5.0  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-fs                                  1.4.1  r35hc5da6b9_0            conda-forge/osx-64      Cached
  + r-gdata                              2.18.0  r35h6115d3f_1002         conda-forge/noarch      Cached
  + r-generics                            0.0.2  r35h6115d3f_1002         conda-forge/noarch      Cached
  + r-ggplot2                             3.3.0  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-gh                                  1.1.0  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-git2r                              0.26.1  r35h8d49edc_1            conda-forge/osx-64      Cached
  + r-glue                                1.4.0  r35h17f1fa6_0            conda-forge/osx-64      Cached
  + r-gplots                              3.0.3  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-gridextra                             2.3  r35h6115d3f_1002         conda-forge/noarch      Cached
  + r-gtable                              0.3.0  r35h6115d3f_2            conda-forge/noarch      Cached
  + r-gtools                              3.8.2  r35h17f1fa6_0            conda-forge/osx-64      Cached
  + r-haven                               2.2.0  r35hee97c7f_0            conda-forge/osx-64      Cached
  + r-highr                                 0.8  r35h6115d3f_1            conda-forge/noarch      Cached
  + r-hms                                 0.5.3  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-htmltools                           0.4.0  r35hc5da6b9_0            conda-forge/osx-64      Cached
  + r-httr                                1.4.1  r35h6115d3f_1            conda-forge/noarch      Cached
  + r-hunspell                              3.0  r35hf99fc2c_1001         conda-forge/osx-64      Cached
  + r-ini                                 0.3.1  r35h6115d3f_1002         conda-forge/noarch      Cached
  + r-isoband                             0.2.1  r35hc5da6b9_0            conda-forge/osx-64      Cached
  + r-isocodes                       2020.03.16  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-janeaustenr                         0.1.5  r35h6115d3f_1002         conda-forge/noarch      Cached
  + r-jsonlite                            1.6.1  r35h17f1fa6_0            conda-forge/osx-64      Cached
  + r-kernsmooth                        2.23_15  r35haf69682_1004         conda-forge/osx-64      Cached
  + r-knitr                                1.28  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-labeling                              0.3  r35h6115d3f_1002         conda-forge/noarch      Cached
  + r-lattice                           0.20_41  r35h17f1fa6_1            conda-forge/osx-64      Cached
  + r-lifecycle                           0.2.0  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-lubridate                           1.7.8  r35hc5da6b9_0            conda-forge/osx-64      Cached
  + r-magrittr                              1.5  r35h6115d3f_1002         conda-forge/noarch      Cached
  + r-markdown                              1.1  r35h17f1fa6_0            conda-forge/osx-64      Cached
  + r-mass                             7.3_51.6  r35h17f1fa6_1            conda-forge/osx-64      Cached
  + r-matrix                             1.2_18  r35h26f5615_2            conda-forge/osx-64      Cached
  + r-mgcv                               1.8_31  r35h26f5615_0            conda-forge/osx-64      Cached
  + r-mime                                  0.9  r35h17f1fa6_0            conda-forge/osx-64      Cached
  + r-modelr                              0.1.7  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-munsell                             0.5.0  r35h6115d3f_1002         conda-forge/noarch      Cached
  + r-nlme                              3.1_141  r35haf69682_1            conda-forge/osx-64      Cached
  + r-openssl                             1.4.1  r35h9d0ceee_0            conda-forge/osx-64      Cached
  + r-pillar                              1.4.3  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-pkgbuild                            1.0.7  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-pkgconfig                           2.0.3  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-pkgload                             1.0.2  r35hc5da6b9_1001         conda-forge/osx-64      Cached
  + r-plogr                               0.2.0  r35h6115d3f_1002         conda-forge/noarch      Cached
  + r-plyr                                1.8.6  r35hc5da6b9_0            conda-forge/osx-64      Cached
  + r-praise                              1.0.0  r35h6115d3f_1003         conda-forge/noarch      Cached
  + r-prettyunits                         1.1.1  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-processx                            3.4.2  r35h17f1fa6_0            conda-forge/osx-64      Cached
  + r-progress                            1.2.2  r35h6115d3f_1            conda-forge/noarch      Cached
  + r-ps                                  1.3.2  r35h17f1fa6_0            conda-forge/osx-64      Cached
  + r-purrr                               0.3.4  r35h17f1fa6_0            conda-forge/osx-64      Cached
  + r-r6                                  2.4.1  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-rcolorbrewer                        1.1_2  r35h6115d3f_1002         conda-forge/noarch      Cached
  + r-rcpp                              1.0.4.6  r35hc5da6b9_0            conda-forge/osx-64      Cached
  + r-readr                               1.3.1  r35hf99fc2c_1002         conda-forge/osx-64      Cached
  + r-readxl                              1.3.1  r35hee97c7f_3            conda-forge/osx-64      Cached
  + r-rematch                             1.0.1  r35h6115d3f_1002         conda-forge/noarch      Cached
  + r-rematch2                            2.1.2  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-reprex                              0.3.0  r35h6115d3f_1            conda-forge/noarch      Cached
  + r-reshape2                            1.4.4  r35hc5da6b9_0            conda-forge/osx-64      Cached
  + r-rlang                               0.4.5  r35h17f1fa6_2            conda-forge/osx-64      Cached
  + r-rmarkdown                            1.10  r351hf348343_0           pkgs/r/osx-64             2 MB
  + r-rprojroot                           1.3_2  r35h6115d3f_1002         conda-forge/noarch      Cached
  + r-rstudioapi                           0.11  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-rvest                               0.3.5  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-scales                              1.1.0  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-selectr                             0.4_2  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-snowballc                           0.7.0  r35h17f1fa6_0            conda-forge/osx-64      Cached
  + r-stopwords                             2.0  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-stringi                             1.4.3  r35hf99fc2c_2            conda-forge/osx-64      Cached
  + r-stringr                             1.4.0  r35h6115d3f_1            conda-forge/noarch      Cached
  + r-sys                                   3.3  r35h17f1fa6_0            conda-forge/osx-64      Cached
  + r-testthat                            2.3.2  r35hc5da6b9_0            conda-forge/osx-64      Cached
  + r-tibble                              3.0.1  r35h17f1fa6_0            conda-forge/osx-64      Cached
  + r-tidyr                               1.0.2  r35hc5da6b9_0            conda-forge/osx-64      Cached
  + r-tidyselect                          1.0.0  r35h6115d3f_0            conda-forge/osx-64      Cached
  + r-tidytext                            0.2.4  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-tidyverse                           1.3.0  r35h6115d3f_1            conda-forge/noarch      Cached
  + r-tinytex                              0.22  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-tokenizers                          0.2.1  r35hf99fc2c_1001         conda-forge/osx-64      Cached
  + r-usethis                             1.6.1  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-utf8                                1.1.4  r35h17f1fa6_1002         conda-forge/osx-64      Cached
  + r-vctrs                               0.2.4  r35h17f1fa6_0            conda-forge/osx-64      Cached
  + r-viridislite                         0.3.0  r35h6115d3f_1002         conda-forge/noarch      Cached
  + r-whisker                               0.4  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-withr                               2.2.0  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-xfun                                 0.13  r35h6115d3f_0            conda-forge/noarch      Cached
  + r-xml2                                1.3.2  r35hc5da6b9_0            conda-forge/osx-64      Cached
  + r-yaml                                2.2.1  r35h17f1fa6_0            conda-forge/osx-64      Cached
  + r-zeallot                             0.1.0  r35h6115d3f_1001         conda-forge/noarch      Cached
  + ratelimiter                           1.2.0  pyhd8ed1ab_1003          conda-forge/noarch       13 KB
  + readline                                7.0  hcfe32e1_1001            conda-forge/osx-64      Cached
  + requests                             2.28.1  pyhd8ed1ab_0             conda-forge/noarch       53 KB
  + rsa                                     4.9  pyhd8ed1ab_0             conda-forge/noarch       29 KB
  + s3transfer                            0.5.2  pyhd8ed1ab_0             conda-forge/noarch       55 KB
  + samtools                               1.10  hf7e01e7_3               bioconda/osx-64         341 KB
  + scikit-learn                         0.24.2  py36h979b75d_1           conda-forge/osx-64      Cached
  + scipy                                 1.5.2  py36hadf427e_0           pkgs/main/osx-64        Cached
  + setuptools                           58.0.4  py36h79c6626_2           conda-forge/osx-64      Cached
  + sigtool                               0.1.3  h57ddcff_0               conda-forge/osx-64      209 KB
  + six                                  1.16.0  pyh6c4a22f_0             conda-forge/noarch      Cached
  + slacker                              0.14.0  py_0                     conda-forge/noarch      Cached
  + smmap                                 3.0.5  pyh44b312d_0             conda-forge/noarch      Cached
  + snakemake                            5.31.0  0                        bioconda/noarch           7 KB
  + snakemake-minimal                    5.31.0  py_0                     bioconda/noarch         188 KB
  + snowballstemmer                       2.2.0  pyhd8ed1ab_0             conda-forge/noarch      Cached
  + sphinx                                5.1.1  pyh6c4a22f_0             conda-forge/noarch        2 MB
  + sphinx_rtd_theme                      1.2.2  pyha770c72_0             conda-forge/noarch        2 MB
  + sphinxcontrib-applehelp               1.0.4  pyhd8ed1ab_0             conda-forge/noarch       29 KB
  + sphinxcontrib-devhelp                 1.0.2  py_0                     conda-forge/noarch      Cached
  + sphinxcontrib-htmlhelp                2.0.1  pyhd8ed1ab_0             conda-forge/noarch       32 KB
  + sphinxcontrib-jquery                    4.1  pyhd8ed1ab_0             conda-forge/noarch      110 KB
  + sphinxcontrib-jsmath                  1.0.1  py_0                     conda-forge/noarch      Cached
  + sphinxcontrib-qthelp                  1.0.3  py_0                     conda-forge/noarch      Cached
  + sphinxcontrib-serializinghtml         1.1.5  pyhd8ed1ab_2             conda-forge/noarch       27 KB
  + sqlite                               3.28.0  h9721f7c_0               conda-forge/osx-64      Cached
  + stone                                 3.3.1  pyhd8ed1ab_0             conda-forge/noarch      146 KB
  + tapi                              1100.0.11  h9ce4665_0               conda-forge/osx-64      Cached
  + tar                                    1.34  hcb2f6ea_1               conda-forge/osx-64      434 KB
  + tbb                                2021.9.0  hb8565cd_0               conda-forge/osx-64      155 KB
  + threadpoolctl                         3.1.0  pyh8a188c0_0             conda-forge/noarch       18 KB
  + tk                                   8.6.12  h5dbffcc_0               conda-forge/osx-64        3 MB
  + tktable                                2.10  h49f0cf7_3               conda-forge/osx-64      Cached
  + toposort                                1.7  pyhd8ed1ab_0             conda-forge/noarch      Cached
  + tornado                                 6.1  py36hfa26744_1           conda-forge/osx-64      Cached
  + traitlets                             4.3.3  pyhd8ed1ab_2             conda-forge/noarch      Cached
  + typing-extensions                     4.1.1  hd8ed1ab_0               conda-forge/noarch        8 KB
  + typing_extensions                     4.1.1  pyha770c72_0             conda-forge/noarch       29 KB
  + uritemplate                           4.1.1  pyhd8ed1ab_0             conda-forge/noarch      Cached
  + urllib3                             1.26.15  pyhd8ed1ab_0             conda-forge/noarch      110 KB
  + wcwidth                               0.2.6  pyhd8ed1ab_0             conda-forge/noarch       28 KB
  + wget                                 1.20.3  h52ee1ee_1               conda-forge/osx-64      828 KB
  + wheel                                0.37.1  pyhd8ed1ab_0             conda-forge/noarch       31 KB
  + wrapt                                1.13.1  py36hfa26744_0           conda-forge/osx-64      Cached
  + xorg-kbproto                          1.0.7  h35c211d_1002            conda-forge/osx-64      Cached
  + xorg-libice                          1.0.10  h0d85af4_0               conda-forge/osx-64      Cached
  + xorg-libsm                            1.2.3  h0d85af4_1000            conda-forge/osx-64      Cached
  + xorg-libx11                           1.8.6  hbd0b022_0               conda-forge/osx-64      762 KB
  + xorg-libxau                          1.0.11  h0dc2134_0               conda-forge/osx-64       13 KB
  + xorg-libxdmcp                         1.1.3  h35c211d_0               conda-forge/osx-64      Cached
  + xorg-libxext                          1.3.4  hb7f2c08_2               conda-forge/osx-64       42 KB
  + xorg-libxrender                      0.9.11  h0dc2134_0               conda-forge/osx-64       28 KB
  + xorg-libxt                            1.3.0  h0dc2134_0               conda-forge/osx-64      194 KB
  + xorg-renderproto                     0.11.1  h0d85af4_1002            conda-forge/osx-64      Cached
  + xorg-xextproto                        7.3.0  hb7f2c08_1003            conda-forge/osx-64       30 KB
  + xorg-xproto                          7.0.31  h35c211d_1007            conda-forge/osx-64      Cached
  + xz                                    5.2.6  h775f41a_0               conda-forge/osx-64      233 KB
  + yaml                                  0.2.5  h0d85af4_2               conda-forge/osx-64       82 KB
  + yarl                                  1.6.3  py36hfa26744_2           conda-forge/osx-64      Cached
  + zipp                                  3.6.0  pyhd8ed1ab_0             conda-forge/noarch      Cached
  + zlib                                 1.2.13  h8a1eda9_5               conda-forge/osx-64       89 KB
  + zstd                                  1.5.2  h829000d_7               conda-forge/osx-64      396 KB

  Summary:

  Install: 419 packages

  Total download: 484 MB

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

Finished xorg-libxau                          (00m:00s)              13 KB    110 KB/s
Finished libzlib                              (00m:00s)              58 KB    331 KB/s
Finished xz                                   (00m:00s)             233 KB      1 MB/s
Finished jpeg                                 (00m:00s)             226 KB      1 MB/s
Finished libdeflate                           (00m:00s)              65 KB    233 KB/s
Finished pixman                               (00m:00s)             611 KB      2 MB/s
Finished libedit                              (00m:00s)             103 KB    280 KB/s
Finished ncurses                              (00m:00s)             881 KB      2 MB/s
Finished tbb                                  (00m:00s)             155 KB    379 KB/s
Finished libunistring                         (00m:00s)               1 MB      3 MB/s
Finished libxcb                               (00m:00s)             306 KB    612 KB/s
Finished tar                                  (00m:00s)             434 KB    709 KB/s
Finished sigtool                              (00m:00s)             209 KB    324 KB/s
Finished xorg-libxext                         (00m:00s)              42 KB     52 KB/s
Finished ld64_osx-64                          (00m:00s)               1 MB    989 KB/s
Finished clangxx                              (00m:00s)             130 KB    120 KB/s
Finished backports                            (00m:00s)               6 KB      5 KB/s
Finished attrs                                (00m:00s)              53 KB     43 KB/s
Finished xorg-libx11                          (00m:00s)             762 KB    602 KB/s
Finished sphinxcontrib-serializinghtml        (00m:00s)              27 KB     21 KB/s
Finished imagesize                            (00m:00s)              10 KB      7 KB/s
Finished threadpoolctl                        (00m:00s)              18 KB     13 KB/s
Finished configargparse                       (00m:00s)              40 KB     28 KB/s
Finished cachetools                           (00m:00s)              12 KB      8 KB/s
Finished rsa                                  (00m:00s)              29 KB     19 KB/s
Finished pygments                             (00m:00s)             805 KB    490 KB/s
Finished perl-scalar-list-utils               (00m:00s)              35 KB     21 KB/s
Finished perl-io-zlib                         (00m:00s)               9 KB      5 KB/s
Finished pandoc                               (00m:01s)              15 MB      8 MB/s
Finished libclang-cpp14                       (00m:01s)              11 MB      5 MB/s
Finished perl-types-serialiser                (00m:00s)              10 KB      5 KB/s
Finished bedtools                             (00m:00s)             768 KB    326 KB/s
Finished htslib                               (00m:00s)               1 MB    618 KB/s
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#
# To activate this environment, use
#
#     $ conda activate /Users/fzorrilla/Documents/metagem/envs/metagem
#
# To deactivate an active environment, use
#
#     $ conda deactivate

As for the metawrap env, you can refer to their own installation details , and there is also some documentation in the above-linked metaGEM manual setup wiki. This should work:

mamba create -y -n metawrap-env python=2.7
conda activate metawrap-env

conda config --add channels defaults
conda config --add channels conda-forge
conda config --add channels bioconda
conda config --add channels ursky

mamba install biopython blas=2.5 blast=2.6.0 bmtagger bowtie2 bwa checkm-genome fastqc kraken=1.1 kraken=2.0 krona=2.7 matplotlib maxbin2 megahit metabat2 pandas prokka quast r-ggplot2 r-recommended salmon samtools=1.9 seaborn spades trim-galore

Hope this helps!

@transition-bio-1
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Amazing! Will give this a shot over the weekend. Thank you so much for being so responsive.

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