wehub-resource-sync
418 lines
24 KiB
Markdown
418 lines
24 KiB
Markdown
<div align="center">
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<img src="https://cloud.githubusercontent.com/assets/399657/23590290/ede73772-01aa-11e7-8915-181ef21027bc.png" />
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<div>date-parsing plugin for <a href="https://github.com/spencermountain/compromise/">compromise</a></div>
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<!-- npm version -->
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<a href="https://npmjs.org/package/compromise-dates">
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<img src="https://img.shields.io/npm/v/compromise-dates.svg?style=flat-square" />
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</a>
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<!-- file size -->
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<a href="https://unpkg.com/compromise-dates/builds/compromise-dates.min.js">
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<img src="https://badge-size.herokuapp.com/spencermountain/compromise/master/plugins/dates/builds/compromise-dates.min.js" />
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</a>
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<div align="center">
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<code>npm install compromise-dates</code>
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</div>
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</div>
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<!-- spacer -->
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<img height="30px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>
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This library is an earnest attempt to get date information out of text, in a clear way -
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<div >
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<img height="25px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>- including all informal text formats, and folksy shorthands.
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</div>
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<!-- spacer -->
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<img height="15px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>
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```js
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import nlp from 'compromise'
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import datePlugin from 'compromise-dates'
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nlp.plugin(datePlugin)
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let doc = nlp('the second monday of february')
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doc.dates().get()[0]
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/*
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{ start: '2021-02-08T00:00:00.000Z', end: '2021-02-08T23:59:59.999Z'}
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*/
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```
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<img height="10px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>
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<img height="15px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>
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<div align="center">
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<img height="50px" src="https://user-images.githubusercontent.com/399657/68221632-b9094000-ffb7-11e9-99e0-b48edd6cdf8a.png"/>
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</div>
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<div align="left">
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<img height="30px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>• <b><i>Tokenization</i></b> and <b><i>disambiguation</i></b> with compromise</i>.
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</div>
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<div align="left">
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<img height="30px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>• <b><i>Timezone</i></b> and <b><i>DST</i></b> reckoning with <a href="https://github.com/spencermountain/spacetime">spacetime <sup>[1]</sup></a>
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</div>
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<div align="left">
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<img height="30px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>• <b><i>Number-parsing</i></b> with <i><a href="https://github.com/spencermountain/compromise/tree/master/plugins/numbers">compromise-numbers <sup>[1]</sup></a></i>
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</div>
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<div align="left">
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<img height="30px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>• <b><i>Timezone reconciliation</i></b> with <a href="https://github.com/spencermountain/spacetime-informal">spacetime-informal <sup>[1]</sup></a>
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</div>
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<img height="55px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>
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<img src="https://user-images.githubusercontent.com/399657/109049133-e5156c80-76a5-11eb-9690-e8af1e3764b1.png" />
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<img height="35px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>
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<div align="center">
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<h2><a href="http://compromise.cool/dates/">Demo</a></h2>
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</div>
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<img height="15px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>
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### _Things it does well:_
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| `explicit-dates` | <sup>_description_</sup> | `Start` | `End` |
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| ----------------------------------- | :-----------------------------------: | ---------------: | ---------------: |
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| _march 2nd_ | | March 2, 12:00am | March 2, 11:59pm |
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| _2 march_ | | '' | '' |
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| _tues march 2_ | | '' | '' |
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| _march the second_ | <sup>_natural-language number_</sup> | '' | '' |
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| _on the 2nd_ | <sup>_implicit months_</sup> | '' | '' |
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| _tuesday the 2nd_ | <sup>_date-reckoning_</sup> | '' | '' |
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| <br/>**`numeric-dates:`** | |
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| _2020/03/02_ | <sup>_iso formats_</sup> | '' | '' |
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| _2020-03-02_ | | '' | '' |
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| _03-02-2020_ | <sup>_british formats_</sup> | '' | '' |
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| _03/02_ | | '' | '' |
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| _2020.08.13_ | <sup>_alt-ISO_</sup> | '' | '' |
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| <br/>**`named-dates:`** | |
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| _today_ | | - | - |
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| _tomorrow_ | | '' | '' |
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| _christmas eve_ | <sup>_calendar-holidays_</sup> | Dec 24, 12:00am | Dec 24, 11:59pm |
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| _easter_ | <sup>_astronomical holidays_</sup> | -depends- | - |
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| _q1_ | | Jan 1, 12:00am | Mar 31, 11:59pm |
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| <br/>**`times:`** | |
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| _2pm_ | | '' | '' |
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| _2:12pm_ | | '' | '' |
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| _2:12_ | | '' | '' |
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| _02:12:00_ | <sup>_weird iso-times_</sup> | '' | '' |
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| _two oclock_ | <sup>_written formats_</sup> | '' | '' |
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| _before 1_ | | '' | '' |
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| _noon_ | | '' | '' |
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| _at night_ | <sup>_informal daytimes_</sup> | '' | '' |
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| _in the morning_ | | '' | '' |
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| _tomorrow evening_ | | '' | '' |
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| <br/>**`timezones:`** | |
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| _eastern time_ | <sup>_informal zone support_</sup> | '' | '' |
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| _est_ | <sup>_TZ shorthands_</sup> | '' | '' |
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| _peru time_ | | '' | '' |
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| _..in beirut_ | <sup>_by location_</sup> | '' | '' |
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| _GMT+9_ | <sup>_by UTC/GMT offset_</sup> | '' | '' |
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| _-4h_ | '' | '' | '' |
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| _Canada/Eastern_ | <sup>_IANA codes_</sup> | '' | '' |
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| <br/>**`relative durations:`** | |
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| _this march_ | | '' | '' |
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| _this week_ | | '' | '' |
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| _this sunday_ | | '' | '' |
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| _next april_ | | '' | '' |
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| _this past year_ | | '' | '' |
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| _second week of march_ | | '' | '' |
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| _last weekend of march_ | | '' | '' |
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| _last spring_ | | '' | '' |
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| _the saturday after next_ | | '' | '' |
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| <br/>**`punted dates:`** | |
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| _in seven weeks_ | <sup>_now+duration_</sup> | '' | '' |
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| _two days after june 6th_ | <sup>_date+duration_</sup> | '' | '' |
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| _2 weeks from now_ | | '' | '' |
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| _2 weeks after june_ | | '' | '' |
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| _2 years, 4 months, and 5 days ago_ | <sup>_complex durations_</sup> | '' | '' |
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| _a week and a half before_ | <sup>_written-out numbers_</sup> | '' | '' |
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| _a week friday_ | <sup>_idiom format_</sup> | '' | '' |
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| <br/>**`start/end:`** | |
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| _end of the week_ | <sup>_up-against the ending_</sup> | '' | '' |
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| _start of next year_ | <sup>_lean-toward starting_</sup> | '' | '' |
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| _middle of q2 last year_ | <sup>_rough-center calculation_</sup> | '' | '' |
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| <br/>**`date-ranges:`** | |
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| _between june and july_ | <sup>_explicit ranges_</sup> | '' | '' |
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| _from today to next haloween_ | | '' | '' |
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| _aug 1 - aug 31_ | <sup>_dash-ranges_</sup> | '' | '' |
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| _22-23 February_ | | '' | '' |
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| _today to next friday_ | | '' | '' |
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| _during june_ | | '' | '' |
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| _aug to june 1999_ | <sup>_shared range info_</sup> | '' | '' |
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| _before [2019]_ | <sup>_up-to a date_</sup> | '' | '' |
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| _by march_ | | '' | '' |
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| _after february_ | <sup>_date-to-infinity_</sup> | '' | '' |
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| <br/>**`repeating-intervals:`** | |
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| _any wednesday_ | <sup>_n-repeating dates_</sup> | |
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| _any day in June_ | <sup>_repeating-date in range_</sup> | June 1 ... | .. June 30 |
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| _any wednesday this week_ | | '' | '' |
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| _weekends in July_ | <sup>_more-complex interval_</sup> | '' | '' |
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| _every weekday until February_ | <sup>_interval until date_</sup> | '' | '' |
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<!-- spacer -->
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<img height="30px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>
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### _Things it does awkwardly:_
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| _`hmmm,`_ | <sup>_description_</sup> | `Start` | `End` |
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| ------------------------ | :--------------------------------------------: | :-----: | :---: |
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| _middle of 2019/June_ | tries to find the sorta-center | June 15 | '' |
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| _good friday 2025_ | tries to reckon astronomically-set holidays | '' | '' |
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| _Oct 22 1975 2am in PST_ | historical DST changes (assumes current dates) | '' | '' |
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<!-- spacer -->
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<img height="30px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>
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### _Things it doesn't do:_
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| _😓,_ | <sup>_description_</sup> | `Start` | `End` |
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| ------------------------------------------- | :----------------------: | :-----: | :---: |
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| _not this Saturday, but the Saturday after_ | self-reference logic | '' | '' |
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| _3 years ago tomorrow_ | folksy short-hand | '' | '' |
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| _2100_ | military time formats | '' | '' |
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| _may 97_ | 'bare' 2-digit years | '' | '' |
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<img height="30px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>
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<div align="center">
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<img height="50px" src="https://user-images.githubusercontent.com/399657/68221814-05ed1680-ffb8-11e9-8b6b-c7528d163871.png"/>
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</div>
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## API
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- **[.dates()](https://observablehq.com/@spencermountain/compromise-dates)** - find dates like `June 8th` or `03/03/18`
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- **[.dates().get()](https://observablehq.com/@spencermountain/compromise-dates)** - simple start/end json result
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- **[.dates().json()](https://observablehq.com/@spencermountain/compromise-dates)** - overloaded output with date metadata
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- **[.dates().format('')](https://observablehq.com/@spencermountain/compromise-dates)** - convert the dates to specific formats
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- **[.dates().isBefore(iso)](https://observablehq.com/@spencermountain/compromise-dates)** - return only dates occuring before given date
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- **[.dates().isAfter(iso)](https://observablehq.com/@spencermountain/compromise-dates)** - return only dates occuring after given date
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- **[.dates().isSame(unit, iso)](https://observablehq.com/@spencermountain/compromise-dates)** - return only dates within a given year, month, date
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- **[.durations()](https://observablehq.com/@spencermountain/compromise-dates)** - `2 weeks` or `5mins`
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- **[.durations().get()](https://observablehq.com/@spencermountain/compromise-dates)** - return simple json for duration
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- **[.durations().json()](https://observablehq.com/@spencermountain/compromise-dates)** - overloaded output with duration metadata
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- **[.times()](https://observablehq.com/@spencermountain/compromise-dates)** - `4:30pm` or `half past five`
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- **[.durations().get()](https://observablehq.com/@spencermountain/compromise-dates)** - return simple json for times
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- **[.times().json()](https://observablehq.com/@spencermountain/compromise-dates)** - overloaded output with time metadata
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<img height="50px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>
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### Configuration:
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`.dates()` accepts an optional object, that lets you set the context for the date parsing.
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```js
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const context = {
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timezone: 'Canada/Eastern', //the default timezone is 'ETC/UTC'
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today: '2020-02-20', //the implicit, or reference day/year
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punt: { weeks: 2 }, // the implied duration to use for 'after june 2nd'
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dayStart: '8:00am',
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dayEnd: '5:30pm',
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dmy : false //assume british-format dates, when unclear
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}
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nlp('in two days').dates(context).get()
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/*
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[{ start: '2020-02-22T08:00:00.000+5:00', end: '2020-02-22T17:30:00.000+5:00' }]
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*/
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```
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<img height="50px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>
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## _Opinions_:
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### _Start of week:_
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By default, weeks start on a Monday, and _'next week'_ will run from Monday morning to Sunday night.
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This can be configued in spacetime, but right now we are not passing-through this config.
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### _Implied durations:_
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_'after October'_ returns a range starting **Nov 1st**, and ending **2-weeks** after, by default.
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This can be configured by setting `punt` param in the context object:
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```js
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doc.dates({ punt: { month: 1 } })
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```
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### _Future bias:_
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_'May 7th'_ will prefer a May 7th in the future.
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The parser will return a past-date though, in the current-month:
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```js
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// from march 2nd
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nlp('feb 30th').dates({ today: '2021-02-01' }).get()
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```
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### _This/Next/Last:_
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named-weeks or months eg _'this/next/last week'_ are mostly straight-forward.
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#### _This monday_
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A bare 'monday' will always refer to itself, or the upcoming monday.
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- Saying _'this monday'_ on monday, is itself.
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- Saying _'this monday'_ on tuesday , is next week.
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Likewise, _'this june'_ in June, is itself. _'this june'_ in any other month, is the nearest June in the future.
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Future versions of this library could look at sentence-tense to help disambiguate these dates - _'i paid on monday'_ vs _'i will pay on monday'_.
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#### _Last monday_
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If it's Tuesday, _'last monday'_ will not mean yesterday.
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- Saying _'last monday'_ on a tuesday will be -1 week.
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- Saying _'a week ago monday'_ will also work.
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- Saying _'this past monday'_ will return yesterday.
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For reference, **Wit.ai** & **chronic** libraries both return yesterday. **Natty** and **SugarJs** returns -1 week, like we do.
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_'last X'_ can be less than 7 days backward, if it crosses a week starting-point:
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- Saying _'last friday'_ on a monday will be only a few days back.
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#### _Next Friday_
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If it's Tuesday, _'next wednesday'_ will not be tomorrow. It will be a week after tomorrow.
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- Saying _'next wednesday'_ on a tuesday, will be +1 week.
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- Saying _'a week wednesday'_ will also be +1 week.
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- Saying _'this coming wednesday'_ will be tomorrow.
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For reference, **Wit.ai**, **chronic**, and **Natty** libraries all return tomorrow. **SugarJs** returns +1 week, like we do.
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### _Nth Week:_
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The first week of a month, or a year is the first week _with a thursday in it_. This is a weird, but widely-held standard. I believe it's a military formalism. It cannot be (easily) configued. This means that the start-date for _first week of January_ may be a Monday in December, etc.
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As expected, _first monday of January_ will always be in January.
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### _British/American ambiguity:_
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by default, we use the same interpretation of dates as javascript does - we assume `01/02/2020` is Jan 2nd, (US-version) but allow `13/01/2020` to be Jan 13th (UK-version).
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if you want to co-erce an interpretation of `02/03/1999`, you can set it with the `dmy:true` option:
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```js
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nlp('02/03/1999').dates().get() //February 3
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nlp('02/03/1999').dates({dmy:true}).get() // March 2
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```
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ISO dates, (like `1999-03-02`) are unaffected by the change.
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### _Seasons:_
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By default, _'this summer'_ will return **June 1 - Sept 1**, which is northern hemisphere ISO.
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Configuring the default hemisphere should be possible in the future.
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### _Day times:_
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There are some hardcoded times for _'lunch time'_ and others, but mainly, a day begins at `12:00am` and ends at `11:59pm` - the last millisecond of the day.
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### _Invalid dates:_
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compromise will tag anything that looks like a date, but not validate the dates until they are parsed.
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- _'january 34th 2020'_ will return **Jan 31 2020**.
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- _'tomorrow at 2:62pm'_ will return just return 'tomorrow'.
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- _'6th week of february_ will return the 2nd week of march.
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- Setting an hour that's skipped, or repeated by a DST change will return the closest valid time to the DST change.
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### _Inclusive/exclusive ranges:_
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_'between january and march'_ will include all of march. This is usually pretty-ambiguous normally.
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### _Date greediness:_
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This library makes no assumptions about the input text, and is careful to avoid false-positive dates.
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If you know your text is a date, you can crank-up the date-tagger with a [compromise-plugin](https://observablehq.com/@spencermountain/compromise-plugins), like so:
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```js
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nlp.extend(function (Doc, world) {
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// ambiguous words
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world.addWords({
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weds: 'WeekDay',
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wed: 'WeekDay',
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sat: 'WeekDay',
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sun: 'WeekDay',
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})
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world.postProcess(doc => {
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// tag '2nd quarter' as a date
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doc.match('#Ordinal quarter').tag('#Date')
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// tag '2/2' as a date (not a fraction)
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doc.match('/[0-9]{1,2}/[0-9]{1,2}/').tag('#Date')
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})
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})
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```
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### _Misc:_
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- _'thursday the 16th'_ - will set to the 16th, even if it's not thursday
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- _'in a few hours/years'_ - in 2 hours/years
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- _'jan 5th 2008 to Jan 6th the following year'_ - date-range explicit references
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- assume _'half past 5'_ is 5pm
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<!-- spacer -->
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<div align="center">
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<img height="40px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>
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<hr/>
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</div>
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<div align="center">
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<img height="50px" src="https://user-images.githubusercontent.com/399657/68221632-b9094000-ffb7-11e9-99e0-b48edd6cdf8a.png"/>
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</div>
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### _About:_
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<!-- spacer -->
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<img height="10px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>
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<div align="left">
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<img height="30px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>1 - <b>Regular-expressions</b> are too-brittle to parse dates.
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</div>
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<div align="left">
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<img height="30px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>2 - <b>Neural-nets</b> are too-wonky to parse dates.
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</div>
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<div align="left">
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<img height="30px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>3 - A <b>corporation</b>, or <b>startup</b> is the wrong place to build a universal date-parser.
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</div>
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<!-- spacer -->
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<img height="40px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>
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Parsing <ins>_dates_</ins>, <ins>_times_</ins>, <ins>_durations_</ins>, and <ins>_intervals_</ins> from natural language can be a solved-problem.
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A rule-based, community open-source library - _one based on simple NLP_ - is the best way to build a natural language date parser - commercial, or otherwise - for the frontend, or the backend.
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The _[match-syntax](https://observablehq.com/@spencermountain/compromise-match-syntax)_ is effective and easy, _javascript_ is prevailing, and the more people who contribute, the better.
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<img height="40px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>
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### See also
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- [Duckling](https://duckling.wit.ai/) - by wit.ai (facebook)
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- [Sugarjs/dates](https://sugarjs.com/dates/) - by Andrew Plummer (js)
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- [Chronic](https://github.com/mojombo/chronic) - by Tom Preston-Werner (Ruby)
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- [SUTime](https://nlp.stanford.edu/software/sutime.shtml) - by Angel Chang, Christopher Manning (Java)
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- [Natty](http://natty.joestelmach.com/) - by Joe Stelmach (Java)
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- [rrule](https://github.com/jakubroztocil/rrule) - repeating date-interval handler (js)
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- [ParseDateTime](https://pypi.org/project/parsedatetime/) by Mike Taylor (Python)
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<div align="center">
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<img height="40px" src="https://user-images.githubusercontent.com/399657/68221862-17ceb980-ffb8-11e9-87d4-7b30b6488f16.png"/>
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</div>
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compromise-date is sponsored by <a href="https://www.simform.com/"><img src="https://user-images.githubusercontent.com/399657/107404468-4f3de700-6ad4-11eb-9d60-7a90625b57d6.png" width="150px"/></a>
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**MIT** licenced
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