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Javascript 時間自然語言模組 (fork 中文強化版)

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Chrono 中文強化版

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Fork 自 Chrono Node,並加強中文語句的處理部分,為氣象機器人使用的 Javascript 時間自然語言模組。This is forked from Chrono Node, and enhances Chinese NLP. Used by Weather Bot TW.

A natural language date parser in Javascript, designed for extracting date information from any given text.

支援語法 Support:

  • 這禮拜六
  • 昨天晚上
  • 今天 14:00
  • 今天晚上到後天凌晨
  • 五天後
  • Today, Tomorrow, Yesterday, Last Friday, etc
  • 17 August 2013 - 19 August 2013
  • This Friday from 13:00 - 16.00
  • 5 days ago
  • 2 weeks from now
  • Sat Aug 17 2013 18:40:39 GMT+0900 (JST)
  • 2014-11-30T08:15:30-05:30

Install

NPM (Maintain by us. 本專案維護)

Just run:

npm i chrono-node-zh

And start using chrono:

var chrono = require('chrono-node-zh');
chrono.parseDate('An appointment on Sep 12-13'); 

Bower (NOT maintain by us 本專案不支援)

Prefer bower? You can do that, too:

Just run:

$ bower install chrono

And use:

<script src="bower_components/chrono/chrono.min.js"></script>
<script>chrono.parseDate('An appointment on Sep 12-13')</script>

Other Options

Doing something else? No worries. Try these:

Platform Installation
CDN Via jsDelivr:
<script src="https://cdn.jsdelivr.net/npm/chrono-node@VERSION/chrono.min.js"></script>
Rails Install from Rails Assets by adding this to your Gemfile:
gem 'rails-assets-chrono', source: 'https://rails-assets.org'
Swift Try using the community-made chrono-swift wrapper.

Browserify

Chrono's modules are linked and packaged using Browserify on src/chrono.js. By default, chrono.js file exports chrono object as a window global.

$ browserify src/chrono.js --s chrono -o chrono.js

Usage

Simply pass a string to function chrono.parseDate or chrono.parse.

var chrono = require('chrono-node-zh');

chrono.parseDate('An appointment on Sep 12-13');
// Fri Sep 12 2014 12:00:00 GMT-0500 (CDT)

chrono.parse('An appointment on Sep 12-13');
/* [ { index: 18,
    text: 'Sep 12-13',
    tags: { ENMonthNameMiddleEndianParser: true },
    start:
     { knownValues: [Object],
       impliedValues: [Object] },
    end:
     { knownValues: [Object],
       impliedValues: [Object] } } ] */

Reference Date

Today's "Friday" is different from last month's "Friday". The meaning of the referenced dates depends on when they are mentioned. Chrono lets you define a reference date using chrono.parse(text, ref) and chrono.parseDate(text, ref).

chrono.parseDate('Friday', new Date(2012, 7, 23)); 
// Fri Aug 24 2012 12:00:00 GMT+0700 (ICT)

chrono.parseDate('Friday', new Date(2012, 7, 1)); 
// Fri Aug 03 2012 12:00:00 GMT+0700 (ICT)

Parsing Options

  • forwardDate (boolean) to assume the results should happen after the reference date (forward into the future)
var referenceDate = new Date(2012, 7, 25);
// Sat Aug 25 2012 00:00:00 GMT+0900 -- The reference date was Saturday

chrono.parseDate('Friday', referenceDate);
// Fri Aug 24 2012 12:00:00 GMT+0900 (JST) -- The day before was Friday

chrono.parseDate('Friday', referenceDate, { forwardDate: true });
// Fri Aug 31 2012 12:00:00 GMT+0900 (JST) -- The following Friday
  • timezones (Map) to override Chrono's default timezone abbriviation mapping. The value should be the timezone offset in minutes (between -720 to 720).
chrono.parse('Friday at 2 pm IST', refDate, { 'IST': 330 })[0].start.get('timezoneOffset');
// 330 (IST – India Standard Time +0530)

chrono.parse('Friday at 2 pm IST', refDate, { 'IST': 60 })[0].start.get('timezoneOffset');
// 60 (IST - Irish Standard Time +0100)

Detailed Parsed Results

The function chrono.parse returns detailed parsing results as objects of class chrono.ParsedResult.

var results = chrono.parse('I have an appointment tomorrow from 10 to 11 AM');

results[0].index;  // 15
results[0].text;   // 'tomorrow from 10 to 11 AM'
results[0].ref;    // Sat Dec 13 2014 21:50:14 GMT-0600 (CST)

results[0].start.date();  // Sun Dec 14 2014 10:00:00 GMT-0600 (CST)
results[0].end.date();    // Sun Dec 14 2014 11:00:00 GMT-0600 (CST)

ParsedResult

  • start The parsed date components as a ParsedComponents object
  • end Similar to start but can be null.
  • index The location within the input text of this result
  • text The text this result that appears in the input
  • ref The reference date of this result

ParsedComponents

A group of found date and time components (year, month, hour, etc). ParsedComponents objects consist of knownValues and impliedValues.

  • assign(component, value) Set known value to the component
  • imply(component, value) Set implied value to the component
  • get(component) Get known or implied value for the component
  • isCertain(component) return true if the value of the component is known.
  • date() Create a javascript Date
// Remove the timezone offset of a parsed date and then create the Date object
var results = new chrono.parse('2016-03-08T01:16:07+02:00'); // Create new ParsedResult Object
results[0].start.assign('timezoneOffset', 0); // Change value in ParsedComponents Object 'start'

var d = results[0].start.date(); // Create a Date object
d.toString(); // 'Tue Mar 08 2016 01:16:07 GMT+0000 (GMT)'

Strict vs Casual

Chrono comes with strict mode that parse only formal date patterns.

// 'strict' mode
chrono.strict.parseDate('Today');       // null
chrono.strict.parseDate('Friday');      // null
chrono.strict.parseDate('2016-07-01');  // Fri Jul 01 2016 12:00:00 ...
chrono.strict.parseDate('Jul 01 2016'); // Fri Jul 01 2016 12:00:00 ...

// 'casual' mode (default) 
chrono.parseDate('Today');              // Thu Jun 30 2016 12:00:00 ...
chrono.casual.parseDate('Friday');      // Fri Jul 01 2016 12:00:00 ...
chrono.casual.parseDate('Jul 01 2016'); // Fri Jul 01 2016 12:00:00 ...
chrono.casual.parseDate('Friday');      // Fri Jul 01 2016 12:00:00 ...

Choosing Locale

By default, Chrono is configurated to parse different date formats from muliple languages out-off-box. However, by using predefined locale options, you can increase parsing accuracy.

Handling different date format for UK / US is a good example.

// default English (US)
chrono.parseDate('6/10/2018');    // Sun Jun 10 2018 12:00:00 ...
chrono.en.parseDate('6/10/2018'); // Sun Jun 10 2018 12:00:00 ...

// UK English or German
chrono.en_GB.parseDate('6/10/2018'); // Sat Oct 06 2018 12:00:00 ...
chrono.de.parseDate('6/10/2018');    // Sat Oct 06 2018 12:00:00 ...

Current supported locale options are: en, en_GB, de, es, fr, ja

Customize Chrono

Chrono’s extraction pipeline are mainly separated into 'parse' and ‘refine’ phases. During parsing, ‘parsers’ (Parser) are used to extract patterns from the input text. The parsed results (ParsedResult) are the combined, sorted, then refine using ‘refiners’ (Refiner). In the refining phase, the results can be combined, filtered-out, or attached with additional information.

Parser

Parser is a module for low-level pattern-based parsing. Ideally, each parser should be designed to handle a single specific date format. User can add new type of parsers for supporting new date formats or languages.

var christmasParser = new chrono.Parser();

// Provide search pattern
christmasParser.pattern = function () { return /Christmas/i; };

// This function will be called when matched pattern is found
christmasParser.extract = function(text, ref, match, opt) {

    // Return a parsed result, that is 25 December
    return new chrono.ParsedResult({
        ref: ref,
        text: match[0],
        index: match.index,
        start: {
            day: 25,
            month: 12,
        }
    });
};

// Create a new custom Chrono. The initial pipeline 'option' can also be specified as 
// - new chrono.Chrono(exports.options.strictOption())
// - new chrono.Chrono(exports.options.casualOption())
var custom = new chrono.Chrono();
custom.parsers.push(christmasParser);

custom.parseDate("I'll arrive at 2.30AM on Christmas night");
// Wed Dec 25 2013 02:30:00 GMT+0900 (JST)

To create a custom parser, override pattern and extract methods on an object of class chrono.Parser.

  • The pattern method must return RegExp object of searching pattern.
  • The extract method will be called with the match object when the pattern is found. This function must create and return a result (or null to skip).

Refiner

Refiner is a higher level module for improving or manipulating the results. User can add a new type of refiner to customize Chrono's results or to add some custom logic to Chrono.

var guessPMRefiner = new chrono.Refiner();
guessPMRefiner.refine = function(text, results, opt) {
    // If there is no AM/PM (meridiem) specified, 
    //  let all time between 1:00 - 4:00 be PM (13.00 - 16.00)
    results.forEach(function (result) {
        if (!result.start.isCertain('meridiem') &&
            result.start.get('hour') >= 1 && result.start.get('hour') < 4) {

            result.start.assign('meridiem', 1);
            result.start.assign('hour', result.start.get('hour') + 12);
        }
    });
    return results;
};

// Create a new custom Chrono. The initial pipeline 'option' can also be specified as 
// - new chrono.Chrono(exports.options.strictOption())
// - new chrono.Chrono(exports.options.casualOption())
var custom = new chrono.Chrono();
custom.refiners.push(guessPMRefiner);

// This will be parsed as PM.
// > Tue Dec 16 2014 14:30:00 GMT-0600 (CST) 
custom.parseDate("This is at 2.30");

// Unless the 'AM' part is specified
// > Tue Dec 16 2014 02:30:00 GMT-0600 (CST)
custom.parseDate("This is at 2.30 AM");

In the example, a custom refiner is created for assigning PM to parsing results with ambiguous meridiem. The refine method of the refiner class will be called with parsing results (from parsers or other previous refiners). The method must return an array of the new results (which, in this case, we modified those results in place).

Development Guides 開發指南

This guide explains how to setup chrono project for prospective contributors.

# Clone and install library
$ git clone https://github.com/weather-bot/chrono.git
$ cd chrono
$ npm install

Parsing date from text is complicated. Sometimes, a small change can have effects on unexpected places. So, Chrono is a heavily tested library. Commits that break a test shouldn't be allowed in any condition.

Chrono's unit testing is based-on Jest.

# Run the test
$ npm run test

# Run the test in watch mode
$ npm run watch

Chrono's source files is in src directory. The built bundle (chrono.js and chrono.min.js) can be built by Browserify on src/chrono.js using the following command

$ npm run make

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