sendero

Data Filtering for Humans

why sendero

"sendero" means footpath in Spanish

demo

http://danieljdufour.com/sendero.js/

install

<script src="https://unpkg.com/sendero"></script>

or

import { get, listPaths } from "sendero";

basic usage

data = {
  "agency": "GSA",
  "measurementType": {
    "method": "modules"
  },
  "version": "2.0.0",
  "releases": [
    {
      "name": "usasearch",
      "description": "System now maintained in open repo https://github.com/GSA/search-gov.",
      "permissions": {
        "licenses": null,
        "usageType": "governmentWideReuse"
      },
      "tags": [
        "GSA"
      ]
    },
    // ...
  }
}

listPaths(data, 'agency');
[
    "agency",
    "measurementType.method",
    "releases.contact.email",
    "releases.description",
    // ...
]

get(data, 'agency');
["GSA"]

// get nested properties using dot syntax
get(data, 'releases.permissions.licenses.name');
["CC0 1.0 Universal", "PD", "agpl-3.0", ... ]

// get nested properties using double underscore syntax
get(data, 'releases__permissions__licenses__name');
["CC0 1.0 Universal", "PD", "agpl-3.0", ... ]

advanced usage

clean

Filter out null, undefined, and empty strings.

// dirty
get(data, "releases.license", { clean: false }));
[ null, 'https://creativecommons.org/publicdomain/zero/1.0', null, null, ... ]

// clean
get(data, "releases.license", { clean: true }));
[ 'https://creativecommons.org/publicdomain/zero/1.0', 'https://github.com/GSA/open.gsa.gov/blob/gh-pages/TERMS.md', ... ]

unique

If you only want unique results returned:

// default
get(data, 'releases.tags');
["GSA", "GSA", "GSA", ...]

// uniques only
get(data, 'releases.tags', { unique: true });
["GSA","gsa","socialmedia", "mobileapps", ...]

sort

If you want your results sorted

get(data, 'releases.tags', { sort: true });
["508", "API", "Bing", "DigitalGovSearch", ...]

separator

By default, sendero tries syntax where the steps are separted by "." or "__". If you'd like to restrict the syntax or use a custom separator:

get(data, 'releases--tags', { sep: '--' });

// accepts releases--tags and releases__tags
get(data, 'releases--tags', { sep: ['--', '__'] });

stringify

// converts numbers to strings
get(data, "releases.laborHours", { stringify: true, unique: true });
["0", "200", "12345" ]

// convert objects to JSON strings
get(data, "releases.permissions", { stringify: true, unique: true });
[
  '{"licenses":null,"usageType":"governmentWideReuse"}',
  '{"licenses":[{"URL":"http://choosealicense.com/licenses/mit/","name":"mit"}],"usageType":"openSource"}',
  '{"licenses":[{"URL":"http://choosealicense.com/licenses/gpl-3.0/","name":"gpl-3.0"}],"usageType":"openSource"}',
  '{"licenses":null,"usageType":"openSource"}',
  // ...
]