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// Copyright 2013 The Chromium Authors. All rights reserved.
// Use of this source code is governed by a BSD-style license that can be
// found in the LICENSE file.
#include "components/autofill/core/browser/autofill_metrics.h"
#include "base/logging.h"
#include "base/metrics/histogram.h"
#include "base/metrics/sparse_histogram.h"
#include "base/time/time.h"
#include "components/autofill/core/browser/autofill_type.h"
#include "components/autofill/core/browser/form_structure.h"
#include "components/autofill/core/common/form_data.h"
namespace autofill {
namespace {
enum FieldTypeGroupForMetrics {
GROUP_AMBIGUOUS = 0,
GROUP_NAME,
GROUP_COMPANY,
GROUP_ADDRESS_LINE_1,
GROUP_ADDRESS_LINE_2,
GROUP_ADDRESS_CITY,
GROUP_ADDRESS_STATE,
GROUP_ADDRESS_ZIP,
GROUP_ADDRESS_COUNTRY,
GROUP_PHONE,
GROUP_FAX, // Deprecated.
GROUP_EMAIL,
GROUP_CREDIT_CARD_NAME,
GROUP_CREDIT_CARD_NUMBER,
GROUP_CREDIT_CARD_DATE,
GROUP_CREDIT_CARD_TYPE,
GROUP_PASSWORD,
GROUP_ADDRESS_LINE_3,
NUM_FIELD_TYPE_GROUPS_FOR_METRICS
};
} // namespace
// First, translates |field_type| to the corresponding logical |group| from
// |FieldTypeGroupForMetrics|. Then, interpolates this with the given |metric|,
// which should be in the range [0, |num_possible_metrics|).
// Returns the interpolated index.
//
// The interpolation maps the pair (|group|, |metric|) to a single index, so
// that all the indicies for a given group are adjacent. In particular, with
// the groups {AMBIGUOUS, NAME, ...} combining with the metrics {UNKNOWN, MATCH,
// MISMATCH}, we create this set of mapped indices:
// {
// AMBIGUOUS+UNKNOWN,
// AMBIGUOUS+MATCH,
// AMBIGUOUS+MISMATCH,
// NAME+UNKNOWN,
// NAME+MATCH,
// NAME+MISMATCH,
// ...
// }.
//
// Clients must ensure that |field_type| is one of the types Chrome supports
// natively, e.g. |field_type| must not be a billng address.
// NOTE: This is defined outside of the anonymous namespace so that it can be
// accessed from the unit test file. It is not exposed in the header file,
// however, because it is not intended for consumption outside of the metrics
// implementation.
int GetFieldTypeGroupMetric(ServerFieldType field_type,
AutofillMetrics::FieldTypeQualityMetric metric) {
DCHECK_LT(metric, AutofillMetrics::NUM_FIELD_TYPE_QUALITY_METRICS);
FieldTypeGroupForMetrics group = GROUP_AMBIGUOUS;
switch (AutofillType(field_type).group()) {
case NO_GROUP:
group = GROUP_AMBIGUOUS;
break;
case NAME:
case NAME_BILLING:
group = GROUP_NAME;
break;
case COMPANY:
group = GROUP_COMPANY;
break;
case ADDRESS_HOME:
case ADDRESS_BILLING:
switch (AutofillType(field_type).GetStorableType()) {
case ADDRESS_HOME_LINE1:
group = GROUP_ADDRESS_LINE_1;
break;
case ADDRESS_HOME_LINE2:
group = GROUP_ADDRESS_LINE_2;
break;
case ADDRESS_HOME_LINE3:
group = GROUP_ADDRESS_LINE_3;
break;
case ADDRESS_HOME_CITY:
group = GROUP_ADDRESS_CITY;
break;
case ADDRESS_HOME_STATE:
group = GROUP_ADDRESS_STATE;
break;
case ADDRESS_HOME_ZIP:
group = GROUP_ADDRESS_ZIP;
break;
case ADDRESS_HOME_COUNTRY:
group = GROUP_ADDRESS_COUNTRY;
break;
default:
NOTREACHED();
group = GROUP_AMBIGUOUS;
break;
}
break;
case EMAIL:
group = GROUP_EMAIL;
break;
case PHONE_HOME:
case PHONE_BILLING:
group = GROUP_PHONE;
break;
case CREDIT_CARD:
switch (field_type) {
case CREDIT_CARD_NAME:
group = GROUP_CREDIT_CARD_NAME;
break;
case CREDIT_CARD_NUMBER:
group = GROUP_CREDIT_CARD_NUMBER;
break;
case CREDIT_CARD_TYPE:
group = GROUP_CREDIT_CARD_TYPE;
break;
case CREDIT_CARD_EXP_MONTH:
case CREDIT_CARD_EXP_2_DIGIT_YEAR:
case CREDIT_CARD_EXP_4_DIGIT_YEAR:
case CREDIT_CARD_EXP_DATE_2_DIGIT_YEAR:
case CREDIT_CARD_EXP_DATE_4_DIGIT_YEAR:
group = GROUP_CREDIT_CARD_DATE;
break;
default:
NOTREACHED();
group = GROUP_AMBIGUOUS;
break;
}
break;
case PASSWORD_FIELD:
group = GROUP_PASSWORD;
break;
case TRANSACTION:
NOTREACHED();
break;
}
// Interpolate the |metric| with the |group|, so that all metrics for a given
// |group| are adjacent.
return (group * AutofillMetrics::NUM_FIELD_TYPE_QUALITY_METRICS) + metric;
}
namespace {
std::string WalletApiMetricToString(
AutofillMetrics::WalletApiCallMetric metric) {
switch (metric) {
case AutofillMetrics::ACCEPT_LEGAL_DOCUMENTS:
return "AcceptLegalDocuments";
case AutofillMetrics::AUTHENTICATE_INSTRUMENT:
return "AuthenticateInstrument";
case AutofillMetrics::GET_FULL_WALLET:
return "GetFullWallet";
case AutofillMetrics::GET_WALLET_ITEMS:
return "GetWalletItems";
case AutofillMetrics::SAVE_TO_WALLET:
return "SaveToWallet";
case AutofillMetrics::UNKNOWN_API_CALL:
case AutofillMetrics::NUM_WALLET_API_CALLS:
NOTREACHED();
return "UnknownApiCall";
}
NOTREACHED();
return "UnknownApiCall";
}
// A version of the UMA_HISTOGRAM_ENUMERATION macro that allows the |name|
// to vary over the program's runtime.
void LogUMAHistogramEnumeration(const std::string& name,
int sample,
int boundary_value) {
DCHECK_LT(sample, boundary_value);
// Note: This leaks memory, which is expected behavior.
base::HistogramBase* histogram =
base::LinearHistogram::FactoryGet(
name,
1,
boundary_value,
boundary_value + 1,
base::HistogramBase::kUmaTargetedHistogramFlag);
histogram->Add(sample);
}
// A version of the UMA_HISTOGRAM_TIMES macro that allows the |name|
// to vary over the program's runtime.
void LogUMAHistogramTimes(const std::string& name,
const base::TimeDelta& duration) {
// Note: This leaks memory, which is expected behavior.
base::HistogramBase* histogram =
base::Histogram::FactoryTimeGet(
name,
base::TimeDelta::FromMilliseconds(1),
base::TimeDelta::FromSeconds(10),
50,
base::HistogramBase::kUmaTargetedHistogramFlag);
histogram->AddTime(duration);
}
// A version of the UMA_HISTOGRAM_LONG_TIMES macro that allows the |name|
// to vary over the program's runtime.
void LogUMAHistogramLongTimes(const std::string& name,
const base::TimeDelta& duration) {
// Note: This leaks memory, which is expected behavior.
base::HistogramBase* histogram =
base::Histogram::FactoryTimeGet(
name,
base::TimeDelta::FromMilliseconds(1),
base::TimeDelta::FromHours(1),
50,
base::HistogramBase::kUmaTargetedHistogramFlag);
histogram->AddTime(duration);
}
// Logs a type quality metric. The primary histogram name is constructed based
// on |base_name|. The field-specific histogram name also factors in the
// |field_type|. Logs a sample of |metric|, which should be in the range
// [0, |num_possible_metrics|).
void LogTypeQualityMetric(const std::string& base_name,
AutofillMetrics::FieldTypeQualityMetric metric,
ServerFieldType field_type) {
DCHECK_LT(metric, AutofillMetrics::NUM_FIELD_TYPE_QUALITY_METRICS);
LogUMAHistogramEnumeration(base_name, metric,
AutofillMetrics::NUM_FIELD_TYPE_QUALITY_METRICS);
int field_type_group_metric = GetFieldTypeGroupMetric(field_type, metric);
int num_field_type_group_metrics =
AutofillMetrics::NUM_FIELD_TYPE_QUALITY_METRICS *
NUM_FIELD_TYPE_GROUPS_FOR_METRICS;
LogUMAHistogramEnumeration(base_name + ".ByFieldType",
field_type_group_metric,
num_field_type_group_metrics);
}
} // namespace
// static
void AutofillMetrics::LogCreditCardInfoBarMetric(InfoBarMetric metric) {
DCHECK_LT(metric, NUM_INFO_BAR_METRICS);
UMA_HISTOGRAM_ENUMERATION("Autofill.CreditCardInfoBar", metric,
NUM_INFO_BAR_METRICS);
}
// static
void AutofillMetrics::LogScanCreditCardPromptMetric(
ScanCreditCardPromptMetric metric) {
DCHECK_LT(metric, NUM_SCAN_CREDIT_CARD_PROMPT_METRICS);
UMA_HISTOGRAM_ENUMERATION("Autofill.ScanCreditCardPrompt", metric,
NUM_SCAN_CREDIT_CARD_PROMPT_METRICS);
}
// static
void AutofillMetrics::LogDialogDismissalState(DialogDismissalState state) {
UMA_HISTOGRAM_ENUMERATION("RequestAutocomplete.DismissalState",
state, NUM_DIALOG_DISMISSAL_STATES);
}
// static
void AutofillMetrics::LogDialogInitialUserState(
DialogInitialUserStateMetric user_type) {
UMA_HISTOGRAM_ENUMERATION("RequestAutocomplete.InitialUserState",
user_type, NUM_DIALOG_INITIAL_USER_STATE_METRICS);
}
// static
void AutofillMetrics::LogDialogLatencyToShow(const base::TimeDelta& duration) {
LogUMAHistogramTimes("RequestAutocomplete.UiLatencyToShow", duration);
}
// static
void AutofillMetrics::LogDialogPopupEvent(DialogPopupEvent event) {
UMA_HISTOGRAM_ENUMERATION("RequestAutocomplete.PopupInDialog",
event, NUM_DIALOG_POPUP_EVENTS);
}
// static
void AutofillMetrics::LogDialogSecurityMetric(DialogSecurityMetric metric) {
UMA_HISTOGRAM_ENUMERATION("RequestAutocomplete.Security",
metric, NUM_DIALOG_SECURITY_METRICS);
}
// static
void AutofillMetrics::LogDialogUiDuration(
const base::TimeDelta& duration,
DialogDismissalAction dismissal_action) {
std::string suffix;
switch (dismissal_action) {
case DIALOG_ACCEPTED:
suffix = "Submit";
break;
case DIALOG_CANCELED:
suffix = "Cancel";
break;
}
LogUMAHistogramLongTimes("RequestAutocomplete.UiDuration", duration);
LogUMAHistogramLongTimes("RequestAutocomplete.UiDuration." + suffix,
duration);
}
// static
void AutofillMetrics::LogDialogUiEvent(DialogUiEvent event) {
UMA_HISTOGRAM_ENUMERATION("RequestAutocomplete.UiEvents", event,
NUM_DIALOG_UI_EVENTS);
}
// static
void AutofillMetrics::LogWalletErrorMetric(WalletErrorMetric metric) {
UMA_HISTOGRAM_ENUMERATION("RequestAutocomplete.WalletErrors", metric,
NUM_WALLET_ERROR_METRICS);
}
// static
void AutofillMetrics::LogWalletApiCallDuration(
WalletApiCallMetric metric,
const base::TimeDelta& duration) {
LogUMAHistogramTimes("Wallet.ApiCallDuration." +
WalletApiMetricToString(metric), duration);
}
// static
void AutofillMetrics::LogWalletMalformedResponseMetric(
WalletApiCallMetric metric) {
UMA_HISTOGRAM_ENUMERATION("Wallet.MalformedResponse", metric,
NUM_WALLET_API_CALLS);
}
// static
void AutofillMetrics::LogWalletRequiredActionMetric(
WalletRequiredActionMetric required_action) {
UMA_HISTOGRAM_ENUMERATION("RequestAutocomplete.WalletRequiredActions",
required_action, NUM_WALLET_REQUIRED_ACTIONS);
}
// static
void AutofillMetrics::LogWalletResponseCode(int response_code) {
UMA_HISTOGRAM_SPARSE_SLOWLY("Wallet.ResponseCode", response_code);
}
// static
void AutofillMetrics::LogDeveloperEngagementMetric(
DeveloperEngagementMetric metric) {
DCHECK_LT(metric, NUM_DEVELOPER_ENGAGEMENT_METRICS);
UMA_HISTOGRAM_ENUMERATION("Autofill.DeveloperEngagement", metric,
NUM_DEVELOPER_ENGAGEMENT_METRICS);
}
// static
void AutofillMetrics::LogHeuristicTypePrediction(FieldTypeQualityMetric metric,
ServerFieldType field_type) {
LogTypeQualityMetric("Autofill.Quality.HeuristicType", metric, field_type);
}
// static
void AutofillMetrics::LogOverallTypePrediction(FieldTypeQualityMetric metric,
ServerFieldType field_type) {
LogTypeQualityMetric("Autofill.Quality.PredictedType", metric, field_type);
}
// static
void AutofillMetrics::LogServerTypePrediction(FieldTypeQualityMetric metric,
ServerFieldType field_type) {
LogTypeQualityMetric("Autofill.Quality.ServerType", metric, field_type);
}
// static
void AutofillMetrics::LogServerQueryMetric(ServerQueryMetric metric) {
DCHECK_LT(metric, NUM_SERVER_QUERY_METRICS);
UMA_HISTOGRAM_ENUMERATION("Autofill.ServerQueryResponse", metric,
NUM_SERVER_QUERY_METRICS);
}
// static
void AutofillMetrics::LogUserHappinessMetric(UserHappinessMetric metric) {
DCHECK_LT(metric, NUM_USER_HAPPINESS_METRICS);
UMA_HISTOGRAM_ENUMERATION("Autofill.UserHappiness", metric,
NUM_USER_HAPPINESS_METRICS);
}
// static
void AutofillMetrics::LogFormFillDurationFromLoadWithAutofill(
const base::TimeDelta& duration) {
UMA_HISTOGRAM_CUSTOM_TIMES("Autofill.FillDuration.FromLoad.WithAutofill",
duration,
base::TimeDelta::FromMilliseconds(100),
base::TimeDelta::FromMinutes(10),
50);
}
// static
void AutofillMetrics::LogFormFillDurationFromLoadWithoutAutofill(
const base::TimeDelta& duration) {
UMA_HISTOGRAM_CUSTOM_TIMES("Autofill.FillDuration.FromLoad.WithoutAutofill",
duration,
base::TimeDelta::FromMilliseconds(100),
base::TimeDelta::FromMinutes(10),
50);
}
// static
void AutofillMetrics::LogFormFillDurationFromInteractionWithAutofill(
const base::TimeDelta& duration) {
UMA_HISTOGRAM_CUSTOM_TIMES(
"Autofill.FillDuration.FromInteraction.WithAutofill",
duration,
base::TimeDelta::FromMilliseconds(100),
base::TimeDelta::FromMinutes(10),
50);
}
// static
void AutofillMetrics::LogFormFillDurationFromInteractionWithoutAutofill(
const base::TimeDelta& duration) {
UMA_HISTOGRAM_CUSTOM_TIMES(
"Autofill.FillDuration.FromInteraction.WithoutAutofill",
duration,
base::TimeDelta::FromMilliseconds(100),
base::TimeDelta::FromMinutes(10),
50);
}
// static
void AutofillMetrics::LogIsAutofillEnabledAtStartup(bool enabled) {
UMA_HISTOGRAM_BOOLEAN("Autofill.IsEnabled.Startup", enabled);
}
// static
void AutofillMetrics::LogIsAutofillEnabledAtPageLoad(bool enabled) {
UMA_HISTOGRAM_BOOLEAN("Autofill.IsEnabled.PageLoad", enabled);
}
// static
void AutofillMetrics::LogStoredProfileCount(size_t num_profiles) {
UMA_HISTOGRAM_COUNTS("Autofill.StoredProfileCount", num_profiles);
}
// static
void AutofillMetrics::LogAddressSuggestionsCount(size_t num_suggestions) {
UMA_HISTOGRAM_COUNTS("Autofill.AddressSuggestionsCount", num_suggestions);
}
} // namespace autofill
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