The following is my Metaflow conda environment error when running locally, on OSX, using a S3 datastore. I do not get any environment issues when running remotely on AWS Batch and get a different set of Conda issues when running locally with a local datastore.

metaflow_conda_environment_error_local_execution_s3_datastore.txt

CONDA_CHANNELS=anaconda,conda-forge,maciejkula python3 flows/my_flow.py --environment=conda --datastore=s3 --no-pylint run                                                                                                                                                                                                                                     130 ?
Metaflow 2.2.5 executing MyFlow for user:ghilston
Validating your flow...
    The graph looks good!
cli.py about to create a MetaflowPackage
MetaflowPackage about to init_environment for flow {flow} in environment {environment}
2020-12-11 09:47:33.212 Bootstrapping conda environment...(this could take a few minutes)!
         step <bound method MyFlow.start of <__main__.MyFlow object at 0x7fb8c833ff98>> of type <class 'method'>
                 deco conda<decorated libraries={} python=None disabled=True> of type <class 'metaflow.plugins.conda.conda_step_decorator.CondaStepDecorator'>
         step <bound method MyFlow.get_data of <__main__.MyFlow object at 0x7fb8c833ff98>> of type <class 'method'>
                 deco resources<decorated cpu=4 gpu=0 memory=32768> of type <class 'metaflow.plugins.aws.batch.batch_decorator.ResourcesDecorator'>
                 deco conda<cli libraries={} python=None disabled=None> of type <class 'metaflow.plugins.conda.conda_step_decorator.CondaStepDecorator'>
    Conda ran into an error while setting up environment.:
    Step: get_data, Error: UnsatisfiableError: The following specifications were found to be incompatible with each other:

    Output in format: Requested package -> Available versions

    Package python conflicts for:
    requests==2.24.0 -> python
    boto3==1.14.47 -> jmespath[version='>=0.7.1,<1.0.0'] -> python[version='2.7.|3.5.|3.6.|>=2.7,<2.8.0a0|>=3.5,<3.6.0a0|>=3.7,<3.8.0a0|>=3.6,<3.7.0a0|3.4.|>=3.8,<3.9.0a0|>=3|>=3.9,<3.10.0a0']
    pandas==1.0.0 -> python[version='>=3.6,<3.7.0a0|>=3.7,<3.8.0a0|>=3.8,<3.9.0a0']
    scikit-learn==0.21.2 -> joblib[version='>=0.11'] -> python[version='2.7.|3.5.|3.6.|>=2.7,<2.8.0a0|>=3.6|>=3.5,<3.6.0a0|>=3.8,<3.9.0a0|>=3.9,<3.10.0a0|3.4.']
    boto3==1.14.47 -> python
    python==3.6.3
    click==7.1.2 -> python
    coverage==4.5.4 -> python[version='>=2.7,<2.8.0a0|>=3.6,<3.7.0a0|>=3.7,<3.8.0a0|>=3.8,<3.9.0a0']
    requests==2.24.0 -> certifi[version='>=2017.4.17'] -> python[version='2.7.|3.5.|3.6.|>=2.7,<2.8.0a0|>=3.6,<3.7.0a0|>=3.8,<3.9.0a0|>=3.7,<3.8.0a0|>=3.5,<3.6.0a0|>=3.9,<3.10.0a0|<4.0']
    pandas==1.0.0 -> numpy[version='>=1.14.6,<2.0a0'] -> python[version='2.7.|3.5.|3.6.|>=2.7,<2.8.0a0|>=3.5,<3.6.0a0|>=3.9,<3.10.0a0|>=3']
    scikit-learn==0.21.2 -> python[version='>=3.6,<3.7.0a0|>=3.7,<3.8.0a0']

    Package numpy-base conflicts for:
    pandas==1.0.0 -> numpy[version='>=1.14.6,<2.0a0'] -> numpy-base[version='1.14.6|1.14.6|1.14.6|1.14.6|1.14.6|1.14.6|1.14.6|1.14.6|1.14.6|1.14.6|1.14.6|1.14.6|1.14.6|1.14.6|1.14.6|1.14.6|1.15.0|1.15.0|1.15.0|1.15.0|1.15.0|1.15.0|1.15.0|1.15.0|1.15.1|1.15.1|1.15.1|1.15.1|1.15.1|1.15.1|1.15.1|1.15.1|1.15.1|1.15.1|1.15.1|1.15.1|1.15.2|1.15.2|1.15.2|1.15.2|1.15.2|1.15.2|1.15.2|1.15.2|1.15.2|1.15.2|1.15.2|1.15.2|1.15.2|1.15.2|1.15.3|1.15.3|1.15.3|1.15.3|1.15.3|1.15.3|1.15.4|1.15.4|1.15.4|1.15.4|1.15.4|1.15.4|1.15.4|1.15.4|1.15.4|1.16.0|1.16.0|1.16.0|1.16.0|1.16.0|1.16.0|1.16.0|1.16.0|1.16.0|1.16.0|1.16.0|1.16.0|1.16.1|1.16.1|1.16.1|1.16.1|1.16.1|1.16.1|1.16.1|1.16.1|1.16.1|1.16.1|1.16.1|1.16.1|1.16.2|1.16.2|1.16.2|1.16.2|1.16.2|1.16.2|1.16.3|1.16.3|1.16.3|1.16.3|1.16.3|1.16.3|1.16.4|1.16.4|1.16.4|1.16.4|1.16.4|1.16.4|1.16.5|1.16.5|1.16.5|1.16.5|1.16.5|1.16.5|1.16.6|1.16.6|1.16.6|1.16.6|1.16.6|1.16.6|1.16.6|1.16.6|1.17.2.|1.17.3.|1.17.4.|1.18.1.|1.18.5.|1.19.1|1.19.2|1.19.2|1.19.2|1.19.2|1.19.2|1.19.2|1.19.2|1.19.2|1.16.6|1.16.6|1.17.0|1.17.0',build='py36ha711998_0|py39hd037223_1|py39h7ca7dfd_1|py36hcfb5961_0|py38hcfb5961_0|py38h68fea81_0|py39h3a452eb_0|py36ha711998_4|py35h8a80b8c_4|py36h8a80b8c_4|py27h8a80b8c_4|py38ha711998_4|py36ha711998_5|py36h6575580_5|py27h6575580_5|py37ha711998_5|py37h8a80b8c_0|py27h8a80b8c_0|py37he97cb71_0|py35he97cb71_0|py37h42e5f7b_0|py36h8a80b8c_0|py36h42e5f7b_0|py27h8a80b8c_0|py36ha711998_0|py35ha711998_0|py36h8a80b8c_0|py36ha711998_0|py35ha711998_0|py37ha711998_1|py27h8a80b8c_1|py36h8a80b8c_1|py37ha711998_0|py36ha711998_0|py36h8a80b8c_0|py27h8a80b8c_0|py36h8a80b8c_0|py36ha711998_0|py37h6575580_0|py37h6575580_0|py37ha711998_0|py36ha711998_0|py37h6575580_1|py27h6575580_1|py36h6575580_1|py36ha711998_0|py27h6575580_0|py37h6575580_0|py37h6575580_1|py37ha711998_1|py36h6575580_1|py36ha711998_0|py37h6575580_0|py36ha711998_0|py37h6575580_0|py37ha711998_0|py36h6575580_0|py37h6575580_0|py37ha711998_0|py36ha711998_0|py37h6575580_0|py37ha711998_0|py36ha711998_0|py36h6575580_0|py37h6575580_0|py27ha711998_0|py37hcfb5961_0|py37h68fea81_0|py38hcfb5961_0|py36hcfb5961_0|py38h68fea81_0|py36h68fea81_0|py27h6575580_0|py38ha711998_0|py38h6575580_0|py27h6575580_0|py36h6575580_0|py27ha711998_0|py36h6575580_0|py27h6575580_0|py27ha711998_0|py37ha711998_0|py36ha711998_0|py27h6575580_0|py27ha711998_0|py27h6575580_0|py37ha711998_0|py36h6575580_0|py27ha711998_0|py27ha711998_1|py27h6575580_1|py36ha711998_1|py37ha711998_0|py36h6575580_0|py27ha711998_0|py37ha711998_1|py36ha711998_1|py27ha711998_1|py36h6575580_0|py27h6575580_0|py27ha711998_0|py36h6575580_0|py27h6575580_0|py37ha711998_0|py27ha711998_0|py37h8a80b8c_0|py27h8a80b8c_0|py27ha711998_0|py37h8a80b8c_0|py37h8a80b8c_1|py36ha711998_1|py27ha711998_1|py27h8a80b8c_0|py37ha711998_0|py35h8a80b8c_0|py37h8a80b8c_0|py27ha711998_0|py37ha711998_0|py27ha711998_0|py35h8a80b8c_0|py37h8a80b8c_0|py27h42e5f7b_0|py35h42e5f7b_0|py35h8a80b8c_0|py36he97cb71_0|py36h8a80b8c_0|py27he97cb71_0|py37h6575580_5|py27ha711998_5|py38h6575580_4|py37h8a80b8c_4|py27ha711998_4|py37ha711998_4|py35ha711998_4|py39hde55871_0|py37h68fea81_0|py36h68fea81_0|py37hcfb5961_0|py36h6575580_0']
    spotlight==0.1.5 -> numpy[version='>=1.9'] -> 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    scikit-learn==0.21.2 -> numpy[version='>=1.11.3,<2.0a0'] -> 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    Package setuptools conflicts for:
    scikit-learn==0.21.2 -> joblib[version='>=0.11'] -> setuptools
    python==3.6.3 -> pip -> setuptools

    Package pypy3.6 conflicts for:
    spotlight==0.1.5 -> numpy[version='>=1.9'] -> pypy3.6[version='7.3.0.|7.3.1.|7.3.2.|>=7.3.1|>=7.3.2']
    pandas==1.0.0 -> numpy[version='>=1.14.6,<2.0a0'] -> pypy3.6[version='7.3.0.|7.3.1.|7.3.2.|>=7.3.1|>=7.3.2']
    requests==2.24.0 -> certifi[version='>=2017.4.17'] -> pypy3.6[version='7.3.0.|7.3.1.|7.3.2.|>=7.3.1|>=7.3.2']
    scikit-learn==0.21.2 -> numpy[version='>=1.11.3,<2.0a0'] -> pypy3.6[version='7.3.0.|7.3.1.|7.3.2.|>=7.3.1|>=7.3.2']
    coverage==4.5.4 -> python[version='>=3.6,<3.7.0a0'] -> pypy3.6[version='7.3.0.|7.3.1.|7.3.2.']
    boto3==1.14.47 -> python -> pypy3.6[version='7.3.0.|7.3.1.|7.3.2.|>=7.3.2']
    click==7.1.2 -> python -> pypy3.6[version='7.3.0.|7.3.1.|7.3.2.']

    Package ca-certificates conflicts for:
    click==7.1.2 -> python -> ca-certificates
    coverage==4.5.4 -> python[version='>=2.7,<2.8.0a0'] -> ca-certificates
    requests==2.24.0 -> python -> ca-certificates
    python==3.6.3 -> openssl[version='>=1.0.2m,<1.0.3a'] -> ca-certificates
    boto3==1.14.47 -> python -> ca-certificates
    spotlight==0.1.5 -> python[version='>=2.7,<2.8.0a0'] -> ca-certificates

    Package urllib3 conflicts for:
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    spotlight==0.1.5 -> requests -> urllib3[version='>=1.21.1,<1.22|>=1.21.1,<1.23|>=1.21.1,<1.24|>=1.21.1,<1.25|>=1.21.1,<1.26,!=1.25.0,!=1.25.1']
    requests==2.24.0 -> urllib3[version='>=1.21.1,<1.26,!=1.25.0,!=1.25.1']

    Package libcxxabi conflicts for:
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    pandas==1.0.0 -> libcxx[version='>=4.0.1'] -> libcxxabi[version='4.0.1|8.0.1|8.0.0|8.0.0|8.0.0|8.0.0',build='1|2|0|hcfea43d_1|hebd6815_0|4|3']
    python==3.6.3 -> libcxx[version='>=4.0.1'] -> libcxxabi[version='4.0.1|8.0.1|8.0.0|8.0.0|8.0.0|8.0.0',build='1|2|0|hcfea43d_1|hebd6815_0|4|3']

    Package tzdata conflicts for:
    requests==2.24.0 -> python -> tzdata
    click==7.1.2 -> python -> tzdata
    boto3==1.14.47 -> python -> tzdata

    Package python-dateutil conflicts for:
    boto3==1.14.47 -> botocore[version='>=1.17.47,<1.18.0'] -> python-dateutil[version='>=2.1,<3.0.0']
    pandas==1.0.0 -> python-dateutil[version='>=2.6.1']

    Package numpy conflicts for:
    spotlight==0.1.5 -> h5py -> numpy[version='1.10.|1.11.|1.12.|1.13.|>=1.11.3,<2.0a0|>=1.14.6,<2.0a0|>=1.16.5,<2.0a0|>=1.19.4,<2.0a0|>=1.19.2,<2.0a0|>=1.9.3,<2.0a0|>=1.8|>=1.8,<1.14|>=1.18.5,<2.0a0|>=1.16.6,<2.0a0|>=1.15.1,<2.0a0|>=1.18.1,<2.0a0|>=1.11']
    spotlight==0.1.5 -> numpy[version='>=1.9']