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1 // Copyright 2013 The Chromium Authors. All rights reserved. | 1 // Copyright 2013 The Chromium Authors. All rights reserved. |
2 // Use of this source code is governed by a BSD-style license that can be | 2 // Use of this source code is governed by a BSD-style license that can be |
3 // found in the LICENSE file. | 3 // found in the LICENSE file. |
4 | 4 |
5 #include "components/autofill/core/browser/autofill_metrics.h" | 5 #include "components/autofill/core/browser/autofill_metrics.h" |
6 | 6 |
7 #include "base/logging.h" | 7 #include "base/logging.h" |
8 #include "base/metrics/histogram.h" | 8 #include "base/metrics/histogram.h" |
9 #include "base/metrics/sparse_histogram.h" | 9 #include "base/metrics/sparse_histogram.h" |
10 #include "base/time/time.h" | 10 #include "base/time/time.h" |
11 #include "components/autofill/core/browser/autofill_type.h" | 11 #include "components/autofill/core/browser/autofill_type.h" |
12 #include "components/autofill/core/browser/form_structure.h" | 12 #include "components/autofill/core/browser/form_structure.h" |
13 #include "components/autofill/core/common/form_data.h" | 13 #include "components/autofill/core/common/form_data.h" |
14 | 14 |
15 namespace autofill { | 15 namespace autofill { |
16 | 16 |
17 namespace { | 17 namespace { |
18 | 18 |
19 enum FieldTypeGroupForMetrics { | 19 enum FieldTypeGroupForMetrics { |
20 AMBIGUOUS = 0, | 20 GROUP_AMBIGUOUS = 0, |
21 NAME, | 21 GROUP_NAME, |
22 COMPANY, | 22 GROUP_COMPANY, |
23 ADDRESS_LINE_1, | 23 GROUP_ADDRESS_LINE_1, |
24 ADDRESS_LINE_2, | 24 GROUP_ADDRESS_LINE_2, |
25 ADDRESS_CITY, | 25 GROUP_ADDRESS_CITY, |
26 ADDRESS_STATE, | 26 GROUP_ADDRESS_STATE, |
27 ADDRESS_ZIP, | 27 GROUP_ADDRESS_ZIP, |
28 ADDRESS_COUNTRY, | 28 GROUP_ADDRESS_COUNTRY, |
29 PHONE, | 29 GROUP_PHONE, |
30 FAX, // Deprecated. | 30 GROUP_FAX, // Deprecated. |
31 EMAIL, | 31 GROUP_EMAIL, |
32 CREDIT_CARD_NAME, | 32 GROUP_CREDIT_CARD_NAME, |
33 CREDIT_CARD_NUMBER, | 33 GROUP_CREDIT_CARD_NUMBER, |
34 CREDIT_CARD_DATE, | 34 GROUP_CREDIT_CARD_DATE, |
35 CREDIT_CARD_TYPE, | 35 GROUP_CREDIT_CARD_TYPE, |
36 PASSWORD, | 36 GROUP_PASSWORD, |
37 ADDRESS_LINE_3, | 37 GROUP_ADDRESS_LINE_3, |
38 NUM_FIELD_TYPE_GROUPS_FOR_METRICS | 38 NUM_FIELD_TYPE_GROUPS_FOR_METRICS |
39 }; | 39 }; |
40 | 40 |
| 41 } // namespace |
| 42 |
41 // First, translates |field_type| to the corresponding logical |group| from | 43 // First, translates |field_type| to the corresponding logical |group| from |
42 // |FieldTypeGroupForMetrics|. Then, interpolates this with the given |metric|, | 44 // |FieldTypeGroupForMetrics|. Then, interpolates this with the given |metric|, |
43 // which should be in the range [0, |num_possible_metrics|). | 45 // which should be in the range [0, |num_possible_metrics|). |
44 // Returns the interpolated index. | 46 // Returns the interpolated index. |
45 // | 47 // |
46 // The interpolation maps the pair (|group|, |metric|) to a single index, so | 48 // The interpolation maps the pair (|group|, |metric|) to a single index, so |
47 // that all the indicies for a given group are adjacent. In particular, with | 49 // that all the indicies for a given group are adjacent. In particular, with |
48 // the groups {AMBIGUOUS, NAME, ...} combining with the metrics {UNKNOWN, MATCH, | 50 // the groups {AMBIGUOUS, NAME, ...} combining with the metrics {UNKNOWN, MATCH, |
49 // MISMATCH}, we create this set of mapped indices: | 51 // MISMATCH}, we create this set of mapped indices: |
50 // { | 52 // { |
51 // AMBIGUOUS+UNKNOWN, | 53 // AMBIGUOUS+UNKNOWN, |
52 // AMBIGUOUS+MATCH, | 54 // AMBIGUOUS+MATCH, |
53 // AMBIGUOUS+MISMATCH, | 55 // AMBIGUOUS+MISMATCH, |
54 // NAME+UNKNOWN, | 56 // NAME+UNKNOWN, |
55 // NAME+MATCH, | 57 // NAME+MATCH, |
56 // NAME+MISMATCH, | 58 // NAME+MISMATCH, |
57 // ... | 59 // ... |
58 // }. | 60 // }. |
59 // | 61 // |
60 // Clients must ensure that |field_type| is one of the types Chrome supports | 62 // Clients must ensure that |field_type| is one of the types Chrome supports |
61 // natively, e.g. |field_type| must not be a billng address. | 63 // natively, e.g. |field_type| must not be a billng address. |
62 int GetFieldTypeGroupMetric(const ServerFieldType field_type, | 64 // NOTE: This is defined outside of the anonymous namespace so that it can be |
63 const int metric, | 65 // accessed from the unit test file. It is not exposed in the header file, |
64 const int num_possible_metrics) { | 66 // however, because it is not intended for consumption outside of the metrics |
65 DCHECK_LT(metric, num_possible_metrics); | 67 // implementation. |
| 68 int GetFieldTypeGroupMetric(ServerFieldType field_type, |
| 69 AutofillMetrics::FieldTypeQualityMetric metric) { |
| 70 DCHECK_LT(metric, AutofillMetrics::NUM_FIELD_TYPE_QUALITY_METRICS); |
66 | 71 |
67 FieldTypeGroupForMetrics group = AMBIGUOUS; | 72 FieldTypeGroupForMetrics group = GROUP_AMBIGUOUS; |
68 switch (AutofillType(field_type).group()) { | 73 switch (AutofillType(field_type).group()) { |
69 case ::autofill::NO_GROUP: | 74 case NO_GROUP: |
70 group = AMBIGUOUS; | 75 group = GROUP_AMBIGUOUS; |
71 break; | 76 break; |
72 | 77 |
73 case ::autofill::NAME: | 78 case NAME: |
74 case ::autofill::NAME_BILLING: | 79 case NAME_BILLING: |
75 group = NAME; | 80 group = GROUP_NAME; |
76 break; | 81 break; |
77 | 82 |
78 case ::autofill::COMPANY: | 83 case COMPANY: |
79 group = COMPANY; | 84 group = GROUP_COMPANY; |
80 break; | 85 break; |
81 | 86 |
82 case ::autofill::ADDRESS_HOME: | 87 case ADDRESS_HOME: |
83 case ::autofill::ADDRESS_BILLING: | 88 case ADDRESS_BILLING: |
84 switch (AutofillType(field_type).GetStorableType()) { | 89 switch (AutofillType(field_type).GetStorableType()) { |
85 case ADDRESS_HOME_LINE1: | 90 case ADDRESS_HOME_LINE1: |
86 group = ADDRESS_LINE_1; | 91 group = GROUP_ADDRESS_LINE_1; |
87 break; | 92 break; |
88 case ADDRESS_HOME_LINE2: | 93 case ADDRESS_HOME_LINE2: |
89 group = ADDRESS_LINE_2; | 94 group = GROUP_ADDRESS_LINE_2; |
90 break; | 95 break; |
91 case ADDRESS_HOME_LINE3: | 96 case ADDRESS_HOME_LINE3: |
92 group = ADDRESS_LINE_3; | 97 group = GROUP_ADDRESS_LINE_3; |
93 break; | 98 break; |
94 case ADDRESS_HOME_CITY: | 99 case ADDRESS_HOME_CITY: |
95 group = ADDRESS_CITY; | 100 group = GROUP_ADDRESS_CITY; |
96 break; | 101 break; |
97 case ADDRESS_HOME_STATE: | 102 case ADDRESS_HOME_STATE: |
98 group = ADDRESS_STATE; | 103 group = GROUP_ADDRESS_STATE; |
99 break; | 104 break; |
100 case ADDRESS_HOME_ZIP: | 105 case ADDRESS_HOME_ZIP: |
101 group = ADDRESS_ZIP; | 106 group = GROUP_ADDRESS_ZIP; |
102 break; | 107 break; |
103 case ADDRESS_HOME_COUNTRY: | 108 case ADDRESS_HOME_COUNTRY: |
104 group = ADDRESS_COUNTRY; | 109 group = GROUP_ADDRESS_COUNTRY; |
105 break; | 110 break; |
106 default: | 111 default: |
107 NOTREACHED(); | 112 NOTREACHED(); |
108 group = AMBIGUOUS; | 113 group = GROUP_AMBIGUOUS; |
109 break; | 114 break; |
110 } | 115 } |
111 break; | 116 break; |
112 | 117 |
113 case ::autofill::EMAIL: | 118 case EMAIL: |
114 group = EMAIL; | 119 group = GROUP_EMAIL; |
115 break; | 120 break; |
116 | 121 |
117 case ::autofill::PHONE_HOME: | 122 case PHONE_HOME: |
118 case ::autofill::PHONE_BILLING: | 123 case PHONE_BILLING: |
119 group = PHONE; | 124 group = GROUP_PHONE; |
120 break; | 125 break; |
121 | 126 |
122 case ::autofill::CREDIT_CARD: | 127 case CREDIT_CARD: |
123 switch (field_type) { | 128 switch (field_type) { |
124 case ::autofill::CREDIT_CARD_NAME: | 129 case CREDIT_CARD_NAME: |
125 group = CREDIT_CARD_NAME; | 130 group = GROUP_CREDIT_CARD_NAME; |
126 break; | 131 break; |
127 case ::autofill::CREDIT_CARD_NUMBER: | 132 case CREDIT_CARD_NUMBER: |
128 group = CREDIT_CARD_NUMBER; | 133 group = GROUP_CREDIT_CARD_NUMBER; |
129 break; | 134 break; |
130 case ::autofill::CREDIT_CARD_TYPE: | 135 case CREDIT_CARD_TYPE: |
131 group = CREDIT_CARD_TYPE; | 136 group = GROUP_CREDIT_CARD_TYPE; |
132 break; | 137 break; |
133 case ::autofill::CREDIT_CARD_EXP_MONTH: | 138 case CREDIT_CARD_EXP_MONTH: |
134 case ::autofill::CREDIT_CARD_EXP_2_DIGIT_YEAR: | 139 case CREDIT_CARD_EXP_2_DIGIT_YEAR: |
135 case ::autofill::CREDIT_CARD_EXP_4_DIGIT_YEAR: | 140 case CREDIT_CARD_EXP_4_DIGIT_YEAR: |
136 case ::autofill::CREDIT_CARD_EXP_DATE_2_DIGIT_YEAR: | 141 case CREDIT_CARD_EXP_DATE_2_DIGIT_YEAR: |
137 case ::autofill::CREDIT_CARD_EXP_DATE_4_DIGIT_YEAR: | 142 case CREDIT_CARD_EXP_DATE_4_DIGIT_YEAR: |
138 group = CREDIT_CARD_DATE; | 143 group = GROUP_CREDIT_CARD_DATE; |
139 break; | 144 break; |
140 default: | 145 default: |
141 NOTREACHED(); | 146 NOTREACHED(); |
142 group = AMBIGUOUS; | 147 group = GROUP_AMBIGUOUS; |
143 break; | 148 break; |
144 } | 149 } |
145 break; | 150 break; |
146 | 151 |
147 case ::autofill::PASSWORD_FIELD: | 152 case PASSWORD_FIELD: |
148 group = PASSWORD; | 153 group = GROUP_PASSWORD; |
149 break; | 154 break; |
150 | 155 |
151 case ::autofill::TRANSACTION: | 156 case TRANSACTION: |
152 NOTREACHED(); | 157 NOTREACHED(); |
153 break; | 158 break; |
154 } | 159 } |
155 | 160 |
156 // Interpolate the |metric| with the |group|, so that all metrics for a given | 161 // Interpolate the |metric| with the |group|, so that all metrics for a given |
157 // |group| are adjacent. | 162 // |group| are adjacent. |
158 return (group * num_possible_metrics) + metric; | 163 return (group * AutofillMetrics::NUM_FIELD_TYPE_QUALITY_METRICS) + metric; |
159 } | 164 } |
160 | 165 |
| 166 namespace { |
| 167 |
161 std::string WalletApiMetricToString( | 168 std::string WalletApiMetricToString( |
162 AutofillMetrics::WalletApiCallMetric metric) { | 169 AutofillMetrics::WalletApiCallMetric metric) { |
163 switch (metric) { | 170 switch (metric) { |
164 case AutofillMetrics::ACCEPT_LEGAL_DOCUMENTS: | 171 case AutofillMetrics::ACCEPT_LEGAL_DOCUMENTS: |
165 return "AcceptLegalDocuments"; | 172 return "AcceptLegalDocuments"; |
166 case AutofillMetrics::AUTHENTICATE_INSTRUMENT: | 173 case AutofillMetrics::AUTHENTICATE_INSTRUMENT: |
167 return "AuthenticateInstrument"; | 174 return "AuthenticateInstrument"; |
168 case AutofillMetrics::GET_FULL_WALLET: | 175 case AutofillMetrics::GET_FULL_WALLET: |
169 return "GetFullWallet"; | 176 return "GetFullWallet"; |
170 case AutofillMetrics::GET_WALLET_ITEMS: | 177 case AutofillMetrics::GET_WALLET_ITEMS: |
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227 50, | 234 50, |
228 base::HistogramBase::kUmaTargetedHistogramFlag); | 235 base::HistogramBase::kUmaTargetedHistogramFlag); |
229 histogram->AddTime(duration); | 236 histogram->AddTime(duration); |
230 } | 237 } |
231 | 238 |
232 // Logs a type quality metric. The primary histogram name is constructed based | 239 // Logs a type quality metric. The primary histogram name is constructed based |
233 // on |base_name|. The field-specific histogram name also factors in the | 240 // on |base_name|. The field-specific histogram name also factors in the |
234 // |field_type|. Logs a sample of |metric|, which should be in the range | 241 // |field_type|. Logs a sample of |metric|, which should be in the range |
235 // [0, |num_possible_metrics|). | 242 // [0, |num_possible_metrics|). |
236 void LogTypeQualityMetric(const std::string& base_name, | 243 void LogTypeQualityMetric(const std::string& base_name, |
237 const int metric, | 244 AutofillMetrics::FieldTypeQualityMetric metric, |
238 const int num_possible_metrics, | 245 ServerFieldType field_type) { |
239 const ServerFieldType field_type) { | 246 DCHECK_LT(metric, AutofillMetrics::NUM_FIELD_TYPE_QUALITY_METRICS); |
240 DCHECK_LT(metric, num_possible_metrics); | |
241 | 247 |
242 std::string histogram_name = base_name; | 248 LogUMAHistogramEnumeration(base_name, metric, |
243 LogUMAHistogramEnumeration(histogram_name, metric, num_possible_metrics); | 249 AutofillMetrics::NUM_FIELD_TYPE_QUALITY_METRICS); |
244 | 250 |
245 std::string sub_histogram_name = base_name + ".ByFieldType"; | 251 int field_type_group_metric = GetFieldTypeGroupMetric(field_type, metric); |
246 const int field_type_group_metric = | 252 int num_field_type_group_metrics = |
247 GetFieldTypeGroupMetric(field_type, metric, num_possible_metrics); | 253 AutofillMetrics::NUM_FIELD_TYPE_QUALITY_METRICS * |
248 const int num_field_type_group_metrics = | 254 NUM_FIELD_TYPE_GROUPS_FOR_METRICS; |
249 num_possible_metrics * NUM_FIELD_TYPE_GROUPS_FOR_METRICS; | 255 LogUMAHistogramEnumeration(base_name + ".ByFieldType", |
250 LogUMAHistogramEnumeration(sub_histogram_name, | |
251 field_type_group_metric, | 256 field_type_group_metric, |
252 num_field_type_group_metrics); | 257 num_field_type_group_metrics); |
253 } | 258 } |
254 | 259 |
255 } // namespace | 260 } // namespace |
256 | 261 |
257 AutofillMetrics::AutofillMetrics() { | 262 AutofillMetrics::AutofillMetrics() { |
258 } | 263 } |
259 | 264 |
260 AutofillMetrics::~AutofillMetrics() { | 265 AutofillMetrics::~AutofillMetrics() { |
261 } | 266 } |
262 | 267 |
263 void AutofillMetrics::LogCreditCardInfoBarMetric(InfoBarMetric metric) const { | 268 void AutofillMetrics::LogCreditCardInfoBarMetric(InfoBarMetric metric) const { |
264 DCHECK_LT(metric, NUM_INFO_BAR_METRICS); | 269 DCHECK_LT(metric, NUM_INFO_BAR_METRICS); |
265 | |
266 UMA_HISTOGRAM_ENUMERATION("Autofill.CreditCardInfoBar", metric, | 270 UMA_HISTOGRAM_ENUMERATION("Autofill.CreditCardInfoBar", metric, |
267 NUM_INFO_BAR_METRICS); | 271 NUM_INFO_BAR_METRICS); |
268 } | 272 } |
269 | 273 |
270 void AutofillMetrics::LogDialogDismissalState( | 274 void AutofillMetrics::LogDialogDismissalState( |
271 DialogDismissalState state) const { | 275 DialogDismissalState state) const { |
272 UMA_HISTOGRAM_ENUMERATION("RequestAutocomplete.DismissalState", | 276 UMA_HISTOGRAM_ENUMERATION("RequestAutocomplete.DismissalState", |
273 state, NUM_DIALOG_DISMISSAL_STATES); | 277 state, NUM_DIALOG_DISMISSAL_STATES); |
274 } | 278 } |
275 | 279 |
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343 required_action, NUM_WALLET_REQUIRED_ACTIONS); | 347 required_action, NUM_WALLET_REQUIRED_ACTIONS); |
344 } | 348 } |
345 | 349 |
346 void AutofillMetrics::LogWalletResponseCode(int response_code) const { | 350 void AutofillMetrics::LogWalletResponseCode(int response_code) const { |
347 UMA_HISTOGRAM_SPARSE_SLOWLY("Wallet.ResponseCode", response_code); | 351 UMA_HISTOGRAM_SPARSE_SLOWLY("Wallet.ResponseCode", response_code); |
348 } | 352 } |
349 | 353 |
350 void AutofillMetrics::LogDeveloperEngagementMetric( | 354 void AutofillMetrics::LogDeveloperEngagementMetric( |
351 DeveloperEngagementMetric metric) const { | 355 DeveloperEngagementMetric metric) const { |
352 DCHECK_LT(metric, NUM_DEVELOPER_ENGAGEMENT_METRICS); | 356 DCHECK_LT(metric, NUM_DEVELOPER_ENGAGEMENT_METRICS); |
353 | |
354 UMA_HISTOGRAM_ENUMERATION("Autofill.DeveloperEngagement", metric, | 357 UMA_HISTOGRAM_ENUMERATION("Autofill.DeveloperEngagement", metric, |
355 NUM_DEVELOPER_ENGAGEMENT_METRICS); | 358 NUM_DEVELOPER_ENGAGEMENT_METRICS); |
356 } | 359 } |
357 | 360 |
358 void AutofillMetrics::LogHeuristicTypePrediction( | 361 void AutofillMetrics::LogHeuristicTypePrediction( |
359 FieldTypeQualityMetric metric, | 362 FieldTypeQualityMetric metric, |
360 ServerFieldType field_type) const { | 363 ServerFieldType field_type) const { |
361 LogTypeQualityMetric("Autofill.Quality.HeuristicType", | 364 LogTypeQualityMetric("Autofill.Quality.HeuristicType", metric, field_type); |
362 metric, NUM_FIELD_TYPE_QUALITY_METRICS, field_type); | |
363 } | 365 } |
364 | 366 |
365 void AutofillMetrics::LogOverallTypePrediction( | 367 void AutofillMetrics::LogOverallTypePrediction( |
366 FieldTypeQualityMetric metric, | 368 FieldTypeQualityMetric metric, |
367 ServerFieldType field_type) const { | 369 ServerFieldType field_type) const { |
368 LogTypeQualityMetric("Autofill.Quality.PredictedType", | 370 LogTypeQualityMetric("Autofill.Quality.PredictedType", metric, field_type); |
369 metric, NUM_FIELD_TYPE_QUALITY_METRICS, field_type); | |
370 } | 371 } |
371 | 372 |
372 void AutofillMetrics::LogServerTypePrediction( | 373 void AutofillMetrics::LogServerTypePrediction( |
373 FieldTypeQualityMetric metric, | 374 FieldTypeQualityMetric metric, |
374 ServerFieldType field_type) const { | 375 ServerFieldType field_type) const { |
375 LogTypeQualityMetric("Autofill.Quality.ServerType", | 376 LogTypeQualityMetric("Autofill.Quality.ServerType", metric, field_type); |
376 metric, NUM_FIELD_TYPE_QUALITY_METRICS, field_type); | |
377 } | 377 } |
378 | 378 |
379 void AutofillMetrics::LogServerQueryMetric(ServerQueryMetric metric) const { | 379 void AutofillMetrics::LogServerQueryMetric(ServerQueryMetric metric) const { |
380 DCHECK_LT(metric, NUM_SERVER_QUERY_METRICS); | 380 DCHECK_LT(metric, NUM_SERVER_QUERY_METRICS); |
381 | |
382 UMA_HISTOGRAM_ENUMERATION("Autofill.ServerQueryResponse", metric, | 381 UMA_HISTOGRAM_ENUMERATION("Autofill.ServerQueryResponse", metric, |
383 NUM_SERVER_QUERY_METRICS); | 382 NUM_SERVER_QUERY_METRICS); |
384 } | 383 } |
385 | 384 |
386 void AutofillMetrics::LogUserHappinessMetric(UserHappinessMetric metric) const { | 385 void AutofillMetrics::LogUserHappinessMetric(UserHappinessMetric metric) const { |
387 DCHECK_LT(metric, NUM_USER_HAPPINESS_METRICS); | 386 DCHECK_LT(metric, NUM_USER_HAPPINESS_METRICS); |
388 | |
389 UMA_HISTOGRAM_ENUMERATION("Autofill.UserHappiness", metric, | 387 UMA_HISTOGRAM_ENUMERATION("Autofill.UserHappiness", metric, |
390 NUM_USER_HAPPINESS_METRICS); | 388 NUM_USER_HAPPINESS_METRICS); |
391 } | 389 } |
392 | 390 |
393 void AutofillMetrics::LogFormFillDurationFromLoadWithAutofill( | 391 void AutofillMetrics::LogFormFillDurationFromLoadWithAutofill( |
394 const base::TimeDelta& duration) const { | 392 const base::TimeDelta& duration) const { |
395 UMA_HISTOGRAM_CUSTOM_TIMES("Autofill.FillDuration.FromLoad.WithAutofill", | 393 UMA_HISTOGRAM_CUSTOM_TIMES("Autofill.FillDuration.FromLoad.WithAutofill", |
396 duration, | 394 duration, |
397 base::TimeDelta::FromMilliseconds(100), | 395 base::TimeDelta::FromMilliseconds(100), |
398 base::TimeDelta::FromMinutes(10), | 396 base::TimeDelta::FromMinutes(10), |
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438 | 436 |
439 void AutofillMetrics::LogStoredProfileCount(size_t num_profiles) const { | 437 void AutofillMetrics::LogStoredProfileCount(size_t num_profiles) const { |
440 UMA_HISTOGRAM_COUNTS("Autofill.StoredProfileCount", num_profiles); | 438 UMA_HISTOGRAM_COUNTS("Autofill.StoredProfileCount", num_profiles); |
441 } | 439 } |
442 | 440 |
443 void AutofillMetrics::LogAddressSuggestionsCount(size_t num_suggestions) const { | 441 void AutofillMetrics::LogAddressSuggestionsCount(size_t num_suggestions) const { |
444 UMA_HISTOGRAM_COUNTS("Autofill.AddressSuggestionsCount", num_suggestions); | 442 UMA_HISTOGRAM_COUNTS("Autofill.AddressSuggestionsCount", num_suggestions); |
445 } | 443 } |
446 | 444 |
447 } // namespace autofill | 445 } // namespace autofill |
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