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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 * AggregationItem is created by [AggregationModel] to make access to facts | |
13 * observable. Users must use AggregationItem.isValid before trying to access | |
14 * the aggregations. | |
15 */ | |
16 abstract class AggregationItem extends ChangeNotifier { | |
17 /** | |
18 * List of dimension fields in effect | |
19 */ | |
20 List<String> dimensions; | |
21 | |
22 /** | |
23 * Check if this entity is valid. | |
24 * Currently the only case where an entity becomes invalid | |
25 * is when a groupBy is called on the model. | |
26 */ | |
27 bool get isValid; | |
28 | |
29 /** | |
30 * Fetch the fact from AggregationModel and return it | |
31 * Currently takes keys in the form of "sum(spend)", where sum is | |
32 * the aggregation type and spend is fact's field name. | |
33 * | |
34 * Currently, "sum", "count", "min", "max", "avg", "valid" and "avgOfValid" | |
35 * are supported as the operators. | |
36 */ | |
37 | |
38 operator[](String key); | |
39 | |
40 /** | |
41 * Check if we support a given key. | |
42 */ | |
43 bool containsKey(String key); | |
44 | |
45 /** | |
46 * List of valid field names for this entity. | |
47 * It's the combined list of accessors for individual items, items in | |
48 * the next dimension and all possible facts defined on the view. | |
49 */ | |
50 Iterable<String> get fieldNames; | |
51 } | |
52 | |
53 /* | |
54 * Implementation of AggregationItem | |
55 * Instances of _AggregationItemImpl are created only by AggregationModel | |
56 */ | |
57 class _AggregationItemImpl extends ChangeNotifier implements AggregationItem { | |
58 static final List<String> derivedAggregationTypes = ['count', 'avg']; | |
59 | |
60 AggregationModel model; | |
61 List<String> dimensions; | |
62 | |
63 String _key; | |
64 | |
65 int _factsOffset; | |
66 | |
67 /* | |
68 * Currently entities are created only when they have valid aggregations | |
69 */ | |
70 _AggregationItemImpl(this.model, this.dimensions, this._key) { | |
71 if (model == null) { | |
72 throw new ArgumentError('Model cannot be null'); | |
73 } | |
74 if (_key == null) { | |
75 _key = ''; | |
76 } | |
77 | |
78 // facts + list of items + list of children (drilldown) | |
79 _factsOffset = model._dimToAggrMap[_key]; | |
80 } | |
81 | |
82 /** | |
83 * _dimToAggrMap got updated on the model, update ourselves accordingly | |
84 */ | |
85 void update() { | |
86 _factsOffset = model._dimToAggrMap[_key]; | |
87 } | |
88 | |
89 /* | |
90 * Mark this entity as invalid. | |
91 */ | |
92 void clear() { | |
93 _factsOffset = null; | |
94 } | |
95 | |
96 bool get isValid => _factsOffset != null; | |
97 | |
98 dynamic operator[](String key) { | |
99 if (!isValid) { | |
100 throw new StateError('Entity is not valid anymore'); | |
101 } | |
102 | |
103 int argPos = key.indexOf('('); | |
104 if (argPos == -1) { | |
105 return _nonAggregationMember(key); | |
106 } | |
107 | |
108 String aggrFunc = key.substring(0, argPos); | |
109 int aggrFuncIndex = model.computedAggregationTypes.indexOf(aggrFunc); | |
110 if (aggrFuncIndex == -1 && !derivedAggregationTypes.contains(aggrFunc)) { | |
111 throw new ArgumentError('Unknown aggregation method: ${aggrFunc}'); | |
112 } | |
113 | |
114 String factName = key.substring(argPos + 1, key.lastIndexOf(')')); | |
115 int factIndex = model._factFields.indexOf(factName); | |
116 | |
117 // Try parsing int if every element in factFields is int. | |
118 if (model._factFields.every((e) => e is int)) { | |
119 factIndex = model._factFields.indexOf(int.parse(factName, | |
120 onError: (e) { | |
121 throw new ArgumentError('Type of factFields are int but factName' + | |
122 'contains non int value'); | |
123 })); | |
124 } | |
125 if (factIndex == -1) { | |
126 throw new ArgumentError('Model not configured for ${factName}'); | |
127 } | |
128 | |
129 int offset = _factsOffset + factIndex * model._aggregationTypesCount; | |
130 // No items for the corresponding fact, so return null. | |
131 if (aggrFunc != 'count' && aggrFunc != 'avg' && | |
132 model._aggregations[offset + model._offsetCnt].toInt() == 0) { | |
133 return null; | |
134 } | |
135 | |
136 if (aggrFuncIndex != -1) { | |
137 return model._aggregations[offset + aggrFuncIndex]; | |
138 } else if (aggrFunc == 'count') { | |
139 return model._aggregations[_factsOffset + | |
140 model._offsetFilteredCount].toInt(); | |
141 } else if (aggrFunc == 'avg') { | |
142 return model._aggregations[offset + model._offsetSum] / | |
143 model._aggregations[_factsOffset + model._offsetFilteredCount]. | |
144 toInt(); | |
145 } else if (aggrFunc == 'avgOfValid') { | |
146 return model._aggregations[offset + model._offsetSum] / | |
147 model._aggregations[offset + model._offsetCnt].toInt(); | |
148 } | |
149 return null; | |
150 } | |
151 | |
152 dynamic _nonAggregationMember(String key) { | |
153 if (key == 'items') { | |
154 return new _AggregationItemsIterator(model, dimensions, _key); | |
155 } | |
156 if (key == 'aggregations') { | |
157 return _lowerAggregations(); | |
158 } | |
159 return null; | |
160 } | |
161 | |
162 List<AggregationItem> _lowerAggregations() { | |
163 List<AggregationItem> aggregations = new List<AggregationItem>(); | |
164 if (dimensions.length == model._dimFields.length) { | |
165 return aggregations; | |
166 } | |
167 | |
168 var lowerDimensionField = model._dimFields[dimensions.length]; | |
169 List lowerVals = model.valuesForDimension(lowerDimensionField); | |
170 | |
171 lowerVals.forEach((name) { | |
172 List lowerDims = new List.from(dimensions)..add(name); | |
173 AggregationItem entity = model.facts(lowerDims); | |
174 if (entity != null) { | |
175 aggregations.add(entity); | |
176 } | |
177 }); | |
178 | |
179 return aggregations; | |
180 } | |
181 | |
182 bool containsKey(String key) => fieldNames.contains(key); | |
183 | |
184 Iterable<String> get fieldNames { | |
185 if (!isValid) { | |
186 throw new StateError('Entity is not valid anymore'); | |
187 } | |
188 | |
189 if (model._itemFieldNamesCache == null) { | |
190 List<String> cache = new List<String>.from(['items', 'children']); | |
191 model._factFields.forEach((var name) { | |
192 AggregationModel.supportedAggregationTypes.forEach((String aggrType) { | |
193 cache.add('${aggrType}(${name})'); | |
194 }); | |
195 }); | |
196 model._itemFieldNamesCache = cache; | |
197 } | |
198 return model._itemFieldNamesCache; | |
199 } | |
200 | |
201 /* | |
202 * TODO(prsd): Implementation of [Observable] | |
203 */ | |
204 Stream<List<ChangeRecord>> get changes { | |
205 throw new UnimplementedError(); | |
206 } | |
207 } | |
208 | |
209 class _AggregationItemsIterator implements Iterator { | |
210 final AggregationModel model; | |
211 List<String> dimensions; | |
212 String key; | |
213 | |
214 int _current; | |
215 int _counter = 0; | |
216 | |
217 int _start; | |
218 int _count; | |
219 int _endOfRows; | |
220 | |
221 _AggregationItemsIterator(this.model, List<String> this.dimensions, | |
222 String this.key) { | |
223 int offset = model._dimToAggrMap[key]; | |
224 if (offset != null) { | |
225 int factsEndOffset = offset + | |
226 model._factFields.length * model._aggregationTypesCount; | |
227 _start = model._aggregations[factsEndOffset].toInt(); | |
228 _count = model._aggregations[factsEndOffset + 1].toInt(); | |
229 _endOfRows = model._rows.length; | |
230 } | |
231 } | |
232 | |
233 bool moveNext() { | |
234 if (_current == null) { | |
235 _current = _start; | |
236 } else { | |
237 ++_current; | |
238 } | |
239 | |
240 if (++_counter > _count) { | |
241 return false; | |
242 } | |
243 | |
244 /* | |
245 * If model had a filter applied, then check if _current points to a | |
246 * filtered-in row, else skip till we find one. | |
247 * Also, make sure (even if something else went wrong) we don't go | |
248 * beyond the number of items in the model. | |
249 */ | |
250 if (this.model._filterResults != null) { | |
251 while ((this.model._filterResults[_current ~/ AggregationModel.SMI_BITS] & | |
252 (1 << _current % AggregationModel.SMI_BITS)) == 0 && | |
253 _current <= _endOfRows) { | |
254 ++_current; | |
255 } | |
256 } | |
257 return (_current < _endOfRows); | |
258 } | |
259 | |
260 get current { | |
261 if (_current == null || _counter > _count) { | |
262 return null; | |
263 } | |
264 return model._rows[model._sorted[_current]]; | |
265 } | |
266 } | |
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