summaryrefslogtreecommitdiff
path: root/android/view/textclassifier/TextClassification.java
blob: 2779aa2db93a7c0bab7931f8bd540774f9d77148 (plain)
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
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
/*
 * Copyright (C) 2017 The Android Open Source Project
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *      http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

package android.view.textclassifier;

import android.annotation.FloatRange;
import android.annotation.IntRange;
import android.annotation.NonNull;
import android.annotation.Nullable;
import android.content.Context;
import android.content.Intent;
import android.graphics.drawable.Drawable;
import android.os.LocaleList;
import android.view.View.OnClickListener;
import android.view.textclassifier.TextClassifier.EntityType;

import com.android.internal.util.Preconditions;

import java.util.ArrayList;
import java.util.List;

/**
 * Information for generating a widget to handle classified text.
 *
 * <p>A TextClassification object contains icons, labels, onClickListeners and intents that may
 * be used to build a widget that can be used to act on classified text.
 *
 * <p>e.g. building a view that, when clicked, shares the classified text with the preferred app:
 *
 * <pre>{@code
 *   // Called preferably outside the UiThread.
 *   TextClassification classification = textClassifier.classifyText(allText, 10, 25, null);
 *
 *   // Called on the UiThread.
 *   Button button = new Button(context);
 *   button.setCompoundDrawablesWithIntrinsicBounds(classification.getIcon(), null, null, null);
 *   button.setText(classification.getLabel());
 *   button.setOnClickListener(classification.getOnClickListener());
 * }</pre>
 *
 * <p>e.g. starting an action mode with menu items that can handle the classified text:
 *
 * <pre>{@code
 *   // Called preferably outside the UiThread.
 *   final TextClassification classification = textClassifier.classifyText(allText, 10, 25, null);
 *
 *   // Called on the UiThread.
 *   view.startActionMode(new ActionMode.Callback() {
 *
 *       public boolean onCreateActionMode(ActionMode mode, Menu menu) {
 *           for (int i = 0; i < classification.getActionCount(); i++) {
 *               if (thisAppHasPermissionToInvokeIntent(classification.getIntent(i))) {
 *                   menu.add(Menu.NONE, i, 20, classification.getLabel(i))
 *                      .setIcon(classification.getIcon(i))
 *                      .setIntent(classification.getIntent(i));
 *               }
 *           }
 *           return true;
 *       }
 *
 *       public boolean onActionItemClicked(ActionMode mode, MenuItem item) {
 *           context.startActivity(item.getIntent());
 *           return true;
 *       }
 *
 *       ...
 *   });
 * }</pre>
 *
 */
public final class TextClassification {

    /**
     * @hide
     */
    static final TextClassification EMPTY = new TextClassification.Builder().build();

    @NonNull private final String mText;
    @NonNull private final List<Drawable> mIcons;
    @NonNull private final List<String> mLabels;
    @NonNull private final List<Intent> mIntents;
    @NonNull private final List<OnClickListener> mOnClickListeners;
    @NonNull private final EntityConfidence<String> mEntityConfidence;
    @NonNull private final List<String> mEntities;
    private int mLogType;
    @NonNull private final String mVersionInfo;

    private TextClassification(
            @Nullable String text,
            @NonNull List<Drawable> icons,
            @NonNull List<String> labels,
            @NonNull List<Intent> intents,
            @NonNull List<OnClickListener> onClickListeners,
            @NonNull EntityConfidence<String> entityConfidence,
            int logType,
            @NonNull String versionInfo) {
        Preconditions.checkArgument(labels.size() == intents.size());
        Preconditions.checkArgument(icons.size() == intents.size());
        Preconditions.checkArgument(onClickListeners.size() == intents.size());
        mText = text;
        mIcons = icons;
        mLabels = labels;
        mIntents = intents;
        mOnClickListeners = onClickListeners;
        mEntityConfidence = new EntityConfidence<>(entityConfidence);
        mEntities = mEntityConfidence.getEntities();
        mLogType = logType;
        mVersionInfo = versionInfo;
    }

    /**
     * Gets the classified text.
     */
    @Nullable
    public String getText() {
        return mText;
    }

    /**
     * Returns the number of entities found in the classified text.
     */
    @IntRange(from = 0)
    public int getEntityCount() {
        return mEntities.size();
    }

    /**
     * Returns the entity at the specified index. Entities are ordered from high confidence
     * to low confidence.
     *
     * @throws IndexOutOfBoundsException if the specified index is out of range.
     * @see #getEntityCount() for the number of entities available.
     */
    @NonNull
    public @EntityType String getEntity(int index) {
        return mEntities.get(index);
    }

    /**
     * Returns the confidence score for the specified entity. The value ranges from
     * 0 (low confidence) to 1 (high confidence). 0 indicates that the entity was not found for the
     * classified text.
     */
    @FloatRange(from = 0.0, to = 1.0)
    public float getConfidenceScore(@EntityType String entity) {
        return mEntityConfidence.getConfidenceScore(entity);
    }

    /**
     * Returns the number of actions that are available to act on the classified text.
     * @see #getIntent(int)
     * @see #getLabel(int)
     * @see #getIcon(int)
     * @see #getOnClickListener(int)
     */
    @IntRange(from = 0)
    public int getActionCount() {
        return mIntents.size();
    }

    /**
     * Returns one of the icons that maybe rendered on a widget used to act on the classified text.
     * @param index Index of the action to get the icon for.
     * @throws IndexOutOfBoundsException if the specified index is out of range.
     * @see #getActionCount() for the number of entities available.
     * @see #getIntent(int)
     * @see #getLabel(int)
     * @see #getOnClickListener(int)
     */
    @Nullable
    public Drawable getIcon(int index) {
        return mIcons.get(index);
    }

    /**
     * Returns an icon for the default intent that may be rendered on a widget used to act on the
     * classified text.
     */
    @Nullable
    public Drawable getIcon() {
        return mIcons.isEmpty() ? null : mIcons.get(0);
    }

    /**
     * Returns one of the labels that may be rendered on a widget used to act on the classified
     * text.
     * @param index Index of the action to get the label for.
     * @throws IndexOutOfBoundsException if the specified index is out of range.
     * @see #getActionCount()
     * @see #getIntent(int)
     * @see #getIcon(int)
     * @see #getOnClickListener(int)
     */
    @Nullable
    public CharSequence getLabel(int index) {
        return mLabels.get(index);
    }

    /**
     * Returns a label for the default intent that may be rendered on a widget used to act on the
     * classified text.
     */
    @Nullable
    public CharSequence getLabel() {
        return mLabels.isEmpty() ? null : mLabels.get(0);
    }

    /**
     * Returns one of the intents that may be fired to act on the classified text.
     * @param index Index of the action to get the intent for.
     * @throws IndexOutOfBoundsException if the specified index is out of range.
     * @see #getActionCount()
     * @see #getLabel(int)
     * @see #getIcon(int)
     * @see #getOnClickListener(int)
     */
    @Nullable
    public Intent getIntent(int index) {
        return mIntents.get(index);
    }

    /**
     * Returns the default intent that may be fired to act on the classified text.
     */
    @Nullable
    public Intent getIntent() {
        return mIntents.isEmpty() ? null : mIntents.get(0);
    }

    /**
     * Returns one of the OnClickListeners that may be triggered to act on the classified text.
     * @param index Index of the action to get the click listener for.
     * @throws IndexOutOfBoundsException if the specified index is out of range.
     * @see #getActionCount()
     * @see #getIntent(int)
     * @see #getLabel(int)
     * @see #getIcon(int)
     */
    @Nullable
    public OnClickListener getOnClickListener(int index) {
        return mOnClickListeners.get(index);
    }

    /**
     * Returns the default OnClickListener that may be triggered to act on the classified text.
     */
    @Nullable
    public OnClickListener getOnClickListener() {
        return mOnClickListeners.isEmpty() ? null : mOnClickListeners.get(0);
    }

    /**
     * Returns the MetricsLogger subtype for the action that is performed for this result.
     * @hide
     */
    public int getLogType() {
        return mLogType;
    }

    /**
     * Returns information about the classifier model used to generate this TextClassification.
     * @hide
     */
    @NonNull
    public String getVersionInfo() {
        return mVersionInfo;
    }

    @Override
    public String toString() {
        return String.format("TextClassification {"
                        + "text=%s, entities=%s, labels=%s, intents=%s}",
                mText, mEntityConfidence, mLabels, mIntents);
    }

    /**
     * Creates an OnClickListener that starts an activity with the specified intent.
     *
     * @throws IllegalArgumentException if context or intent is null
     * @hide
     */
    @NonNull
    public static OnClickListener createStartActivityOnClickListener(
            @NonNull final Context context, @NonNull final Intent intent) {
        Preconditions.checkArgument(context != null);
        Preconditions.checkArgument(intent != null);
        return v -> context.startActivity(intent);
    }

    /**
     * Builder for building {@link TextClassification} objects.
     */
    public static final class Builder {

        @NonNull private String mText;
        @NonNull private final List<Drawable> mIcons = new ArrayList<>();
        @NonNull private final List<String> mLabels = new ArrayList<>();
        @NonNull private final List<Intent> mIntents = new ArrayList<>();
        @NonNull private final List<OnClickListener> mOnClickListeners = new ArrayList<>();
        @NonNull private final EntityConfidence<String> mEntityConfidence =
                new EntityConfidence<>();
        private int mLogType;
        @NonNull private String mVersionInfo = "";

        /**
         * Sets the classified text.
         */
        public Builder setText(@Nullable String text) {
            mText = text;
            return this;
        }

        /**
         * Sets an entity type for the classification result and assigns a confidence score.
         *
         * @param confidenceScore a value from 0 (low confidence) to 1 (high confidence).
         *      0 implies the entity does not exist for the classified text.
         *      Values greater than 1 are clamped to 1.
         */
        public Builder setEntityType(
                @NonNull @EntityType String type,
                @FloatRange(from = 0.0, to = 1.0) float confidenceScore) {
            mEntityConfidence.setEntityType(type, confidenceScore);
            return this;
        }

        /**
         * Adds an action that may be performed on the classified text. The label and icon are used
         * for rendering of widgets that offer the intent. Actions should be added in order of
         * priority and the first one will be treated as the default.
         */
        public Builder addAction(
                Intent intent, @Nullable String label, @Nullable Drawable icon,
                @Nullable OnClickListener onClickListener) {
            mIntents.add(intent);
            mLabels.add(label);
            mIcons.add(icon);
            mOnClickListeners.add(onClickListener);
            return this;
        }

        /**
         * Removes all actions.
         */
        public Builder clearActions() {
            mIntents.clear();
            mOnClickListeners.clear();
            mLabels.clear();
            mIcons.clear();
            return this;
        }

        /**
         * Sets the icon for the default action that may be rendered on a widget used to act on the
         * classified text.
         */
        public Builder setIcon(@Nullable Drawable icon) {
            ensureDefaultActionAvailable();
            mIcons.set(0, icon);
            return this;
        }

        /**
         * Sets the label for the default action that may be rendered on a widget used to act on the
         * classified text.
         */
        public Builder setLabel(@Nullable String label) {
            ensureDefaultActionAvailable();
            mLabels.set(0, label);
            return this;
        }

        /**
         * Sets the intent for the default action that may be fired to act on the classified text.
         */
        public Builder setIntent(@Nullable Intent intent) {
            ensureDefaultActionAvailable();
            mIntents.set(0, intent);
            return this;
        }

        /**
         * Sets the MetricsLogger subtype for the action that is performed for this result.
         * @hide
         */
        public Builder setLogType(int type) {
            mLogType = type;
            return this;
        }

        /**
         * Sets the OnClickListener for the default action that may be triggered to act on the
         * classified text.
         */
        public Builder setOnClickListener(@Nullable OnClickListener onClickListener) {
            ensureDefaultActionAvailable();
            mOnClickListeners.set(0, onClickListener);
            return this;
        }

        /**
         * Sets information about the classifier model used to generate this TextClassification.
         * @hide
         */
        Builder setVersionInfo(@NonNull String versionInfo) {
            mVersionInfo = Preconditions.checkNotNull(versionInfo);
            return this;
        }

        /**
         * Ensures that we have at we have storage for the default action.
         */
        private void ensureDefaultActionAvailable() {
            if (mIntents.isEmpty()) mIntents.add(null);
            if (mLabels.isEmpty()) mLabels.add(null);
            if (mIcons.isEmpty()) mIcons.add(null);
            if (mOnClickListeners.isEmpty()) mOnClickListeners.add(null);
        }

        /**
         * Builds and returns a {@link TextClassification} object.
         */
        public TextClassification build() {
            return new TextClassification(
                    mText, mIcons, mLabels, mIntents, mOnClickListeners, mEntityConfidence,
                    mLogType, mVersionInfo);
        }
    }

    /**
     * TextClassification optional input parameters.
     */
    public static final class Options {

        private LocaleList mDefaultLocales;

        /**
         * @param defaultLocales ordered list of locale preferences that may be used to disambiguate
         *      the provided text. If no locale preferences exist, set this to null or an empty
         *      locale list.
         */
        public Options setDefaultLocales(@Nullable LocaleList defaultLocales) {
            mDefaultLocales = defaultLocales;
            return this;
        }

        /**
         * @return ordered list of locale preferences that can be used to disambiguate
         *      the provided text.
         */
        @Nullable
        public LocaleList getDefaultLocales() {
            return mDefaultLocales;
        }
    }
}