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    "info": {
        "author": "Justin Kitzes",
        "author_email": "justin.kitzes@pitt.edu",
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        "classifiers": [
            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7"
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        "description": "Opensoundscape\n---\n\n### Installation\n\nWe recommend you run Opensoundscape into a Python 3.7 virtual environment. If\nyou don't already have Python installed you can use [the Anaconda\ndistribution](https://www.anaconda.com/distribution/#download-section). Simply\nselect your platform (Windows, macOS, or Linux) and download a Python 3.7\n64-bit installer. You will also need to run a MongoDB server which is used to\nstore data for Opensoundscape. The documentation for this process is available\n[here](https://docs.mongodb.com/manual/installation/#mongodb-community-edition).\nThe documentation also explains how to start the service on various platforms.\n\nNow, you can get Opensoundscape via\n[PyPI](https://pypi.org/project/opensoundscape/0.3.0.1).  I will show the\n`conda` commands below, but we use `virtualenvwrapper` internally.\n\n1. Create the environment and install Opensoundscape: `conda create --name\n   opensoundscape python=3.7 opensoundscape=0.3.0.1`\n2. Activate the environment: `conda activate opensoundscape`\n3. Check if everything worked: `opensoundscape -h`\n4. Deactivate the environment when finished: `conda deactivate`\n\n### Singularity Container\n\nCurrently, Singularity is only working on Linux. The developers recently showed\na development version which works on\n[macOS](https://www.linkedin.com/feed/update/urn:li:activity:6505987087735623680/).\nYou can pull our container from\n[here](https://cloud.sylabs.io/library/_container/5c7d4c0f5cf3490001ca7987).\n\n1. Get the container: `singularity pull\n   library://barrymoo/default/opensoundscape:0.3.0.1`\n2. Check if Opensoundscape can run: `singularity run --app opensoundscape\n   opensoundscape_0.3.0.1.sif -h`\n3. Check if MongoDB can run: `singularity run --app mongodb\n   opensoundscape_0.3.0.1.sif -h`\n\n### Quick Start Guide\n\nGoing to run through a quick example of running Opensoundscape. First, we need\nsome data\n\n- The [CLO-43SD-AUDIO](https://datadryad.org/resource/doi:10.5061/dryad.j2t92)\n  dataset:\n\n```\ncd ~/Downloads\nwget https://datadryad.org/bitstream/handle/10255/dryad.111783/CLO-43SD-AUDIO.tar.gz\ntar -xzf CLO-43SD-AUDIO.tar.gz\nrm CLO-43SD-AUDIO.tar.gz\n```\n\n- Download our training & prediction split of a subset of the CLO-43SD dataset:\n\n```\ncd ~/Downloads/CLO-43SD-AUDIO/\nwget https://raw.github.com/rhine3/opso-support/master/clo-43sd-train-small.csv\nwget https://raw.github.com/rhine3/opso-support/master/clo-43sd-predict-small.csv\n```\n\n- Make a new directory to run Opensoundscape in, using `~/clo-43sd` below\n\n```\ncd ~/clo-43sd\nwget https://raw.github.com/rhine3/opso-support/master/opso-test-small.ini\n```\n\n- Edit the `.ini` to reflect the absolute path of your `Downloads` folder, e.g.\n  with `vim`: `vim opso-test-small.ini`\n- Start the MongoDB daemon in another terminal: `mongod --config\n  /usr/local/etc/mongod.conf`\n- Run Opensoundscape:\n\n```\nopensoundscape init -i opso-test-small.ini\nopensoundscape spect_gen -i opso-test-small.ini > spect-gen-output-small.txt\nopensoundscape model_fit -i opso-test-small.ini > model-fit-output-small.txt\nopensoundscape predict -i opso-test-small.ini > predict-output-small.txt\n```\n\n### Contributions\n\nContributions are highly encouraged! Our development workflow is a combination\nof `virtualenvwrapper` and `poetry`. \n\n- Get [poetry](https://poetry.eustace.io/docs/#installation)\n- Get\n  [virtualenvwrapper](https://virtualenvwrapper.readthedocs.io/en/latest/install.html)\n- Link `poetry` and `virtualenvwrapper`, add something like the following to\n  your `~/.bashrc` (don't forget to source it!)\n\n```\n# virtualenvwrapper + poetry\nexport WORKON_HOME=~/.cache/pypoetry/virtualenvs\nsource /usr/bin/virtualenvwrapper_lazy.sh\n```\n\n- Fork the github repository, and clone it\n    - We use `black` pre-commit hooks for formatting\n- Build the virtual environment for opensoundscape: `poetry install`\n- Activate your opensoundscape environment: `workon opensoundscape-py3.7`\n- Check Opensoundscape runs: `opensoundscape -h`\n- To go back to your system's Python: `deactivate`\n- Running the tests: `poetry run pytest tests`\n",
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        "license": "MIT",
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