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Side by Side Diff: charted/lib/charts/data_transformers/transpose_transformer.dart

Issue 1400473008: Roll Observatory packages and add a roll script (Closed) Base URL: git@github.com:dart-lang/observatory_pub_packages.git@master
Patch Set: Created 5 years, 2 months ago
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1 /*
2 * Copyright 2014 Google Inc. All rights reserved.
3 *
4 * Use of this source code is governed by a BSD-style
5 * license that can be found in the LICENSE file or at
6 * https://developers.google.com/open-source/licenses/bsd
7 */
8
9 part of charted.charts;
10
11 /**
12 * Transforms the ChartData by transposing the columns and rows. A label column
13 * index in the original data will need to be specified (default to 0), all
14 * values in the specified label column will be used as the label for the
15 * transformed data, all the labels in the original Chart data columns will be
16 * populated in the label column as values of that column.
17 *
18 * All values in the data except for the data in the label column must have the
19 * same type; All columns except for the label column must have the same
20 * formatter if a formatter exist for columns.
21 */
22 class TransposeTransformer extends ChangeNotifier
23 implements ChartDataTransform, ChartData {
24 final SubscriptionsDisposer _dataSubscriptions = new SubscriptionsDisposer();
25 ObservableList<ChartColumnSpec> columns = new ObservableList();
26 ObservableList<Iterable> rows = new ObservableList();
27
28 // If specified, this values of this column in the input chart data will be
29 // used as labels of the transposed column label. Defaults to first column.
30 int _labelColumn;
31 ChartData _data;
32
33 TransposeTransformer([this._labelColumn = 0]);
34
35 /**
36 * Transforms the input data with the specified label column in the
37 * constructor. If the ChartData is Observable, changes fired by the input
38 * data will trigger transform to be performed again to update the output rows
39 * and columns.
40 */
41 ChartData transform(ChartData data) {
42 _data = data;
43 _registerListeners();
44 _transform();
45 return this;
46 }
47
48 /** Registers listeners if input ChartData is Observable. */
49 _registerListeners() {
50 _dataSubscriptions.dispose();
51
52 if(_data is Observable) {
53 var observable = (_data as Observable);
54 _dataSubscriptions.add(observable.changes.listen((records) {
55 _transform();
56
57 // NOTE: Currently we're only passing the first change because the chart
58 // area just draw with the updated data. When we add partial update
59 // to chart area, we'll need to handle this better.
60 notifyChange(records.first);
61 }));
62 }
63 }
64
65 /**
66 * Performs the transpose transform with _data. This is called on transform
67 * and on changes if ChartData is Observable.
68 */
69 _transform() {
70 // Assert all columns are of the same type and formatter, excluding the
71 // label column.
72 var type;
73 var formatter;
74 for (var i = 0; i < _data.columns.length; i++) {
75 if (i != _labelColumn) {
76 if (type == null) {
77 type = _data.columns.elementAt(i).type;
78 } else {
79 assert(type == _data.columns.elementAt(i).type);
80 }
81 if (formatter == null) {
82 formatter = _data.columns.elementAt(i).formatter;
83 } else {
84 assert(formatter == _data.columns.elementAt(i).formatter);
85 }
86 }
87 }
88
89 columns.clear();
90 rows.clear();
91 rows.addAll(new List<Iterable>.generate(_data.columns.length - 1, (i) => []) );
92
93 // Populate the transposed rows' data, excluding the label column, visit
94 // each value in the original data once.
95 var columnLabels = [];
96 for (var row in _data.rows) {
97 for (var i = 0; i < row.length; i++) {
98 var columnOffset = (i < _labelColumn) ? 0 : 1;
99 if (i != _labelColumn) {
100 (rows.elementAt(i - columnOffset) as List).add(row.elementAt(i));
101 } else {
102 columnLabels.add(row.elementAt(i));
103 }
104 }
105 }
106
107 // Transpose the ColumnSpec's label into the column where the original
108 // column that is used as the new label.
109 for (var i = 0; i < rows.length; i++) {
110 var columnOffset = (i < _labelColumn) ? 0 : 1;
111 (rows.elementAt(i) as List).insert(_labelColumn,
112 _data.columns.elementAt(i + columnOffset).label);
113
114 }
115
116 // Construct new ColumnSpaces base on the label column.
117 for (var label in columnLabels) {
118 columns.add(new ChartColumnSpec(type: type, label: label,
119 formatter: formatter));
120 }
121 columns.insert(_labelColumn,
122 new ChartColumnSpec(type: ChartColumnSpec.TYPE_STRING, label:
123 _data.columns.elementAt(_labelColumn).label));
124 }
125 }
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