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34 changes: 34 additions & 0 deletions doc/multiple_loading.md
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Multiple data loader
====================
Metadata file
-------------
```json
{
"files": ["file1", "file2"]
}
```
Name convention
---------------
Every file contain N records. The records are continuously numbered form 0. The name of file is first_record_ID/N.

For example:
```
filename ID range
0.csv <0, N - 1>
1.csv <N, 2N - 1>
2.csv <2N, 3N - 1>
...
```
```csv
ID,x,y,accident_index,timestamp,accident_severity,road_type,speed_limit
0,127.59738453,85.12878333,201243R249122,1356994800,2,6,30
1,128.43117867,85.63623004,2012460222555,1356995160,3,6,60
2,127.8970816,85.90564471,2012471300002,1356995340,2,3,30
3,127.9295808,85.04589612,201201TB01286,1356995520,2,6,30
4,126.33486436,82.66046783,201206N068460,1356996600,3,6,30
5,128.03807716,85.07476281,201201KF69105,1356996600,3,6,30
6,127.78275271,85.23497257,201201VK30371,1356996780,3,3,30
7,126.86014507,82.51395481,2012130000038,1356996900,3,6,30
8,128.06074311,85.06769119,201201JI40714,1356997500,3,6,30
9,126.94752924,83.52010252,201230D002704,1356998160,2,6,30
```
13 changes: 13 additions & 0 deletions src/experimental/ClassicDataLoader.js
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/**
* Classic data loader
* @param {string} datafile csv file with data
* @param callback call back function
* @constructor
*/
WGL.experimental.ClassicDataLoader = function (datafile, callback) {
this.load = function(){
d3.csv(datafile, function (err, data) {
callback(data);
});
};
};
22 changes: 22 additions & 0 deletions src/experimental/MultipleDataLoader.js
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/**
* Data loader for multiple files
* @param {string} metafile metadata file
* @param callback call back function, one parameter for data
* @constructor
*/
WGL.experimental.MultipleDataLoader = function (metafile, callback) {
this.load = function(){
let patha = metafile.split("/");
let path = metafile.replace(patha[patha.length - 1], "");

d3.json(metafile, function (err, config) {
let q = queue();
config.files.forEach(function (data, i) {
q.defer(d3.csv, path+config.files[i]);
});
q.awaitAll(function (err, datas) {
callback(datas.flat());
});
});
};
};