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Development","sub_category":"Data Catalogs and Interfaces","monthly_downloads":0,"total_dependent_repos":0,"total_dependent_packages":0,"readme":"# Listing of open-source for climate and energy applications\n\nTLDR; if you're just looking for the search engine, you will find it here: https://oss4climate.apps.pierrevf.com/ .\n\n**WARNING: the project is in active development and still an initial stage, therefore the structure may change without prior notice. If you depend on the code as a dependency to your application, please ensure to pin the specific commits in all your usages.**\n\n\n## What is the vision of this project, is it just yet another listing?\n\nThe vision is that this project should provide a list of open-source software for energy and climate applications, which also provides insight on the following aspects, which are key to the success of open-source usage:\n\n- maintenance\n- security\n- tech stack\n- context data (who uses it, maintains it, ...)\n\n\nAll of this should be provided in a way that makes it easy to search and interface to (e.g. with a structured machine-readable registry).\n\nHowever, in the current stage it is indeed not providing all of these features yet. Help is appreciated to get there (see [open issues](https://github.com/Pierre-VF/oss4climate/issues)).\n\n## Do you just want to carry out a search for open-source matching your needs?\n\nTo carry out a search without installing anything, you can just use the **web-app** here: https://oss4climate.apps.pierrevf.com/\n\n## What is the license of the code and the data?\n\nThe license differs between the source code and the listings data. Please make sure to check the [license file](LICENSE) for all details.\n\nThe underlying listing data comes from a variety of repositories, some of which have a creative common licence. **That means that while you are free to reuse and adapt the software, there are restrictions on the usage of the listings data below.**\n\n\n## Where is the data coming from?\n\nInput to the discovery process are given in the files in the **indexes** folder (you are welcome to add your own contribution):\n\n- the listings scraped are listed in **[listings.json](indexes/listings.json)** (if you are interested in project listings, you should check all URLs in this file)\n- repositories found in the listings and added manually are found in **[repositories.toml](indexes/repositories.toml)**\n- the associated scrapers in the folder **\"src/oss4climate/src/parsers\"**\n\n\nThe following projects are credited as major contributors to the underlying dataset:\n\n- [OpenSustain.tech](https://opensustain.tech/) (who kindly licensed their dataset under *Creative Commons Attribution 4.0 International*)\n\n- Other listings found in [listings.json](indexes/listings.json)\n\n\nData from the repositories themselves is fetched directly from the hosting platforms. The platforms currently supported are given in the table below.\n\n| Platform  | Identified in discovery | Data scraped        |\n|-----------|-------------------------|---------------------|\n| Gitlab    | Yes                     | Yes                 |\n| Gihub     | Yes                     | Yes                 |\n| Bitbucket | Yes                     | Not yet             |\n| Codeberg  | Yes                     | Not yet             |\n\n\n\n## Development and contribution\n\n### Installation\n\nInstallation\n\nThe installation is straightforward if you are used to Python.\n\n\nYou have 2 options:\n\n1. Simple installation:\n    Create a virtual environment with Python 3.12 (the code is not tested for previous versions). Then install the package:\n    \u003e pip install .\n\n2. Development-oriented installation (with Poetry), which only works on Unix systems. Run the makefile command:\n    \u003e make install\n\nIt is highly recommended to operate with a Github token (which you can create [here](https://github.com/settings/tokens/new))\nin order to avoid being blocked by Github's rate limit on the API. The same consideration applies to Gitlab (token generation [here](https://gitlab.com/-/user_settings/personal_access_tokens)). These are much lower for unauthenticated accounts.\n\nMake sure to generate this token with permissions to access public repositories.\n\nThe token can be imported by generating a *.env* file in the root of your repository with the following content:\n\n```bash\n# This is your token generated here: https://github.com/settings/tokens/new\nGITHUB_API_TOKEN=\"...[add your token here]...\"\n# This is your token generated here: https://gitlab.com/-/user_settings/personal_access_tokens\nGITLAB_ACCESS_TOKEN=\"...[add your token here]...\"\n\n# For app operation, a key to refresh the data (to avoid undesirable refreshing)\nDATA_REFRESH_KEY=\"...[add a random key here]...\"\n\n# You can adjust the position of the cache database here (leave to default if you don't need adjustment)\nSQLITE_DB=\".data/db.sqlite\"\n\n# If you want to enable publication of the data to FTP, you can also set these variables\nEXPORT_FTP_URL=\"\"\nEXPORT_FTP_USER=\"\"\nEXPORT_FTP_PASSWORD=\"\"\n```\n\n### Running the code\n\nOnce you have completed the steps above, you can run the following commands (only valid on Unix systems):\n\nTypical use-cases:\n\n- To download the dataset:\n    \u003e make download_data\n- To search in CLI mode (note that this is a very basic CLI):\n    \u003e make search\n\n\nAdvanced use-cases (to regenerate listings - avoid unless necessary, as this very resource intensive)\n\n- To generate an output dataset:\n    \u003e make generate_listing\n- To add new resources:\n    \u003e make add\n- To refresh the list of targets to be scraped:\n    \u003e make discover\n- To export the datasets to FTP (using the credentials from the environment):\n    \u003e make publish\n\nNote: the indexing is heavy and involves a series of web (and API) calls. A caching mechanism is therefore added in the implementation of the requests (with a simple SQLite database). This means that you might potentially end with a large file stored locally on your disk (currently under 500 Mb).\n\n## Need new features or found a bug?\n\nPlease open an issue on the repository [here](https://github.com/Pierre-VF/oss4climate/issues).\n\nIf you have a use-case that you would like to develop based upon this, or need new features, please get in touch with [PierreVF Consulting](https://www.pierrevf.com/) for support.\n","funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["transform","optimizers","measurements","report","composibility","standardization","interpreter","tokenizer","control","animal"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/307420","html_url":"https://ost.ecosyste.ms/projects/307420"}