/
filter.js
134 lines (108 loc) · 4.61 KB
/
filter.js
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
//filter.js a wrapper for crossfilter to work with carve. requires crossfilter
var filter = (function() {
return function() {
'use strict';
if (window.crossfilter === undefined) {
console.error("crossfilter.js is not detected")
return;
}
var cf_obj,
all,
filter = {},
group = {};
var crossfilter = window.crossfilter;
//class values that should be sorted to the bottom of a list.
var NA = ['NA','N/A'],
Other = ['OTHER'],
//trueV = ['TRUE','T'], //only added for readability
falseV = ['FALSE','F'];
function classSort(a,b) {
var A = String(a).toUpperCase(),
B = String(b).toUpperCase();
if ( !!~NA.indexOf(A) ) return 1;
else if ( !!~NA.indexOf(B) ) return -1;
else if ( !!~Other.indexOf(A) ) return 1;
else if ( !!~Other.indexOf(B) ) return -1;
else if ( !!~falseV.indexOf(A) ) return 1;
else if ( !!~falseV.indexOf(B) ) return -1;
return A >= B;
}
function sortOnAttr(key) {
return function(a,b) {
var A = a[key],
B = b[key];
return classSort(A,B);
};
}
//crossfilter unfortunately kicks out an attribute with the name "key"
var sortKey = sortOnAttr('key');
var Filter = function(data) {
cf_obj = crossfilter(data);
all = cf_obj.groupAll();
return Filter;
};
Filter.currentSize = function() {
return cf_obj.size();
};
Filter.totalSize = function() {
return all.value();
};
Filter.columns = function() {
return Object.keys(filter);
};
Filter.has = function(label) {
if ( filter[ label ] === undefined ) return false;
return true;
};
Filter.addColumn = function( label , property ) { //property is optional
if ( arguments.length < 2 ) property = label;
if (Filter.has(label)) return Filter;
filter[label] = cf_obj.dimension( function (d) { return d[property]; });
return Filter;
};
Filter.addGroup = function( label , property ) { //property is optional
if ( arguments.length < 2 ) property = label;
if ( !Filter.has( label ) ) Filter.addColumn(label, property);
if ( group[label] !== undefined ) return Filter;
group[label] = filter[label].group().reduceCount();
return Filter;
};
Filter.filterColumn = function( label , range ) {
if ( !Filter.has(label) ) Filter.addColumn( label );
if ( range.length != 2 || !(_.all(range,_.isNumber)) ) {
// a set of categorical values
filter[label].filterFunction( function (val) { return _.contains(range, val ); } );
} else {
// a low, high pair
filter[label].filterRange( _.map([range[0], range[1]], parseFloat) );
}
return Filter;
};
Filter.resetFilter = function ( label ) {
filter[label].filter(null);
return Filter;
};
Filter.getGroupEntries = function( label, sorted) {
if ( group[label] === undefined ) return [];
sorted = ( sorted === undefined ) ? true : sorted;
if ( sorted ) return group[label].top( Infinity ).sort(sortKey);
return group[label].top( Infinity ).sort(sortKey);
};
Filter.getGroupLabels = function( label, sorted) {
if ( group[label] === undefined ) return [];
sorted = ( sorted === undefined ) ? true : sorted;
if ( sorted ) return _.pluck( group[label].top( Infinity ), 'key' ).sort(classSort);
return _.pluck( group[label].top( Infinity ), 'key' );
};
Filter.getNormalizedGroupEntries = function(label, sorted) {
var entries = Filter.getGroupEntries.apply(this, arguments);
if ( entries.length === 0 ) { return []; }
};
Filter.getRows = function( label, num ) {
if (arguments.length < 2) num = Infinity;
if (arguments.length < 1) label = Object.keys(filter)[0];
return filter[label].top(num);
};
return Filter;
};
})();