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for NPM packaging of SOCcerNET","maintainers":[{"name":"danielruss","email":"danruss00@netscape.net"}],"readme":"\n![SOCcerNET](./soccernetLogo1.svg) \n\nSOCcerNET is an occupational autocoding classifier build on huggingface text emedding \nmodel. \n\n## Using SOCcerNET in your application\n\n### import SOCcerNET via NPM\n```\nnpm install @danielruss/soccernet\n```\n\n### importing SOCcerNET via CDN\n```\n<script>\nimport * as soccerNet from \"https://cdn.jsdelivr.net/npm/@danielruss/soccernet@latest/+esm\"\n</script>\n```\n\n### Running SOCcerNET\nIn order to run SOCcerNET, you first must configure the version.  Under the hood, SOCcerNET is SOCcer v3, so to configure with version 3.0.0.\n```\nlet config = soccerNet.configureSOCcerNet(\"3.0.0\");\n```\n\nSince this is the only available version, it is the default and can be left out.\n```\nlet config = soccerNet.configureSOCcerNet();\n```\n\nAfter configuration, the job descriptions can be coded.  SOCcerNET expect an input object that looks like:\n```\n{\n    JobTitle: plumber,\n    JobTask: fix leaks in homes\n    soc 1980: 645\n}\n```\n\nThe results are an array where each entries is a job description.  Since there is only 1 job in the example there is only one job in the results. An id will be added because in this example one is not given. \n\n```\n<script>\nimport * as soccerNet from \"https://cdn.jsdelivr.net/npm/@danielruss/soccernet@latest/+esm\"\n\nconst inputObject = {\n    JobTitle: \"plumber\",\n    JobTask: \"fix leaks in homes\",\n    soc1980: \"645\"\n}\n\nlet config = await soccerNet.configureSOCcerNet();\nlet results = await soccerNet.runSOCcerPipeline(inputObject,config)\n</script>\n```\n\nIf you are interested in running this in the developers panel, you can use dynamic imports.  Keep in mind that the first time you run this the embedding model is downloaded and cached.  This will take some time.  After that, it will be almost instantaneous.\n```\nconst soccerNet=await import(\"https://cdn.jsdelivr.net/npm/@danielruss/soccernet@latest/+esm\")\n\nconst inputObject = {\n    JobTitle: \"plumber\",\n    JobTask: \"fix leaks in homes\",\n    soc1980: \"645\"\n}\n\nlet config = await soccerNet.configureSOCcerNet();\nlet results = await soccerNet.runSOCcerPipeline(inputObject,config)\n```\n\n\nThe results are:\n```\n[{\n    Id: \"row-1\"\n    JobTask: \"fix leaks in homes\"\n    JobTitle: \"plumber\"\n    score:[0.9806628823280334,0.012618162669241428,0.007014638744294643,0.006607372779399157,0.006477011367678642,0.005545503459870815,0.002995521994307637,0.001819823868572712,0.001284098019823432,0.0007829691166989505]\n    soc1980: \"645\",\n    soc2010: [\"47-2152\",\"47-2061\",\"47-1011\",\"49-9099\",\"47-3015\",\"49-9071\",\"47-4099\",\"47-2031\",\"37-2012\",\"37-2011\"],\n    title:[\"Plumbers, Pipefitters, and Steamfitters\",\"Construction Laborers\",\"First-Line Supervisors of Construction Trades and Extraction Workers\",\"Installation, Maintenance, and Repair Workers, All Other\", \"Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters\",\"Maintenance and Repair Workers, General\",\"Construction and Related Workers, All Other\",\"Carpenters\",\"Maids and Housekeeping Cleaners\",\"Janitors and Cleaners, Except Maids and Housekeeping Cleaners\"]\n}]\n```\n\nTake a look at  provide [a more complicated file upload/download version with progress]( https://danielruss.github.io/soccernet_example/) here is the [html](https://github.com/danielruss/soccernet_example/blob/main/index.html) and the [javascript](https://github.com/danielruss/soccernet_example/blob/main/browser.js) that drives it.\n\n","readmeFilename":"README.md"}