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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/form_structure.h"
#include <stdint.h>
#include <algorithm>
#include <map>
#include <utility>
#include "base/command_line.h"
#include "base/i18n/case_conversion.h"
#include "base/logging.h"
#include "base/memory/ptr_util.h"
#include "base/metrics/field_trial.h"
#include "base/sha1.h"
#include "base/strings/string_number_conversions.h"
#include "base/strings/string_split.h"
#include "base/strings/string_util.h"
#include "base/strings/stringprintf.h"
#include "base/strings/utf_string_conversions.h"
#include "base/time/time.h"
#include "components/autofill/core/browser/autofill_metrics.h"
#include "components/autofill/core/browser/autofill_type.h"
#include "components/autofill/core/browser/field_candidates.h"
#include "components/autofill/core/browser/field_types.h"
#include "components/autofill/core/browser/form_field.h"
#include "components/autofill/core/common/autofill_constants.h"
#include "components/autofill/core/common/autofill_util.h"
#include "components/autofill/core/common/form_data.h"
#include "components/autofill/core/common/form_data_predictions.h"
#include "components/autofill/core/common/form_field_data.h"
#include "components/autofill/core/common/form_field_data_predictions.h"
#include "components/autofill/core/common/signatures_util.h"
#include "components/rappor/public/rappor_utils.h"
#include "components/rappor/rappor_service_impl.h"
namespace autofill {
namespace {
const char kClientVersion[] = "6.1.1715.1442/en (GGLL)";
const char kBillingMode[] = "billing";
const char kShippingMode[] = "shipping";
// A form is considered to have a high prediction mismatch rate if the number of
// mismatches exceeds this threshold.
const int kNumberOfMismatchesThreshold = 3;
// Only removing common name prefixes if we have a minimum number of fields and
// a minimum prefix length. These values are chosen to avoid cases such as two
// fields with "address1" and "address2" and be effective against web frameworks
// which prepend prefixes such as "ctl01$ctl00$MainContentRegion$" on all
// fields.
const int kCommonNamePrefixRemovalFieldThreshold = 3;
const int kMinCommonNamePrefixLength = 16;
// Helper for |EncodeUploadRequest()| that creates a bit field corresponding to
// |available_field_types| and returns the hex representation as a string.
std::string EncodeFieldTypes(const ServerFieldTypeSet& available_field_types) {
// There are |MAX_VALID_FIELD_TYPE| different field types and 8 bits per byte,
// so we need ceil(MAX_VALID_FIELD_TYPE / 8) bytes to encode the bit field.
const size_t kNumBytes = (MAX_VALID_FIELD_TYPE + 0x7) / 8;
// Pack the types in |available_field_types| into |bit_field|.
std::vector<uint8_t> bit_field(kNumBytes, 0);
for (const auto& field_type : available_field_types) {
// Set the appropriate bit in the field. The bit we set is the one
// |field_type| % 8 from the left of the byte.
const size_t byte = field_type / 8;
const size_t bit = 0x80 >> (field_type % 8);
DCHECK(byte < bit_field.size());
bit_field[byte] |= bit;
}
// Discard any trailing zeroes.
// If there are no available types, we return the empty string.
size_t data_end = bit_field.size();
for (; data_end > 0 && !bit_field[data_end - 1]; --data_end) {
}
// Print all meaningfull bytes into a string.
std::string data_presence;
data_presence.reserve(data_end * 2 + 1);
for (size_t i = 0; i < data_end; ++i) {
base::StringAppendF(&data_presence, "%02x", bit_field[i]);
}
return data_presence;
}
// Returns |true| iff the |token| is a type hint for a contact field, as
// specified in the implementation section of http://is.gd/whatwg_autocomplete
// Note that "fax" and "pager" are intentionally ignored, as Chrome does not
// support filling either type of information.
bool IsContactTypeHint(const std::string& token) {
return token == "home" || token == "work" || token == "mobile";
}
// Returns |true| iff the |token| is a type hint appropriate for a field of the
// given |field_type|, as specified in the implementation section of
// http://is.gd/whatwg_autocomplete
bool ContactTypeHintMatchesFieldType(const std::string& token,
HtmlFieldType field_type) {
// The "home" and "work" type hints are only appropriate for email and phone
// number field types.
if (token == "home" || token == "work") {
return field_type == HTML_TYPE_EMAIL ||
(field_type >= HTML_TYPE_TEL &&
field_type <= HTML_TYPE_TEL_LOCAL_SUFFIX);
}
// The "mobile" type hint is only appropriate for phone number field types.
// Note that "fax" and "pager" are intentionally ignored, as Chrome does not
// support filling either type of information.
if (token == "mobile") {
return field_type >= HTML_TYPE_TEL &&
field_type <= HTML_TYPE_TEL_LOCAL_SUFFIX;
}
return false;
}
// Returns the Chrome Autofill-supported field type corresponding to the given
// |autocomplete_attribute_value|, if there is one, in the context of the given
// |field|. Chrome Autofill supports a subset of the field types listed at
// http://is.gd/whatwg_autocomplete
HtmlFieldType FieldTypeFromAutocompleteAttributeValue(
const std::string& autocomplete_attribute_value,
const AutofillField& field) {
if (autocomplete_attribute_value == "")
return HTML_TYPE_UNSPECIFIED;
if (autocomplete_attribute_value == "name")
return HTML_TYPE_NAME;
if (autocomplete_attribute_value == "given-name")
return HTML_TYPE_GIVEN_NAME;
if (autocomplete_attribute_value == "additional-name") {
if (field.max_length == 1)
return HTML_TYPE_ADDITIONAL_NAME_INITIAL;
else
return HTML_TYPE_ADDITIONAL_NAME;
}
if (autocomplete_attribute_value == "family-name")
return HTML_TYPE_FAMILY_NAME;
if (autocomplete_attribute_value == "organization")
return HTML_TYPE_ORGANIZATION;
if (autocomplete_attribute_value == "street-address")
return HTML_TYPE_STREET_ADDRESS;
if (autocomplete_attribute_value == "address-line1")
return HTML_TYPE_ADDRESS_LINE1;
if (autocomplete_attribute_value == "address-line2")
return HTML_TYPE_ADDRESS_LINE2;
if (autocomplete_attribute_value == "address-line3")
return HTML_TYPE_ADDRESS_LINE3;
// TODO(estade): remove support for "locality" and "region".
if (autocomplete_attribute_value == "locality")
return HTML_TYPE_ADDRESS_LEVEL2;
if (autocomplete_attribute_value == "region")
return HTML_TYPE_ADDRESS_LEVEL1;
if (autocomplete_attribute_value == "address-level1")
return HTML_TYPE_ADDRESS_LEVEL1;
if (autocomplete_attribute_value == "address-level2")
return HTML_TYPE_ADDRESS_LEVEL2;
if (autocomplete_attribute_value == "address-level3")
return HTML_TYPE_ADDRESS_LEVEL3;
if (autocomplete_attribute_value == "country")
return HTML_TYPE_COUNTRY_CODE;
if (autocomplete_attribute_value == "country-name")
return HTML_TYPE_COUNTRY_NAME;
if (autocomplete_attribute_value == "postal-code")
return HTML_TYPE_POSTAL_CODE;
// content_switches.h isn't accessible from here, hence we have
// to copy the string literal. This should be removed soon anyway.
if (autocomplete_attribute_value == "address" &&
base::CommandLine::ForCurrentProcess()->HasSwitch(
"enable-experimental-web-platform-features")) {
return HTML_TYPE_FULL_ADDRESS;
}
if (autocomplete_attribute_value == "cc-name")
return HTML_TYPE_CREDIT_CARD_NAME_FULL;
if (autocomplete_attribute_value == "cc-given-name")
return HTML_TYPE_CREDIT_CARD_NAME_FIRST;
if (autocomplete_attribute_value == "cc-family-name")
return HTML_TYPE_CREDIT_CARD_NAME_LAST;
if (autocomplete_attribute_value == "cc-number")
return HTML_TYPE_CREDIT_CARD_NUMBER;
if (autocomplete_attribute_value == "cc-exp") {
if (field.max_length == 5)
return HTML_TYPE_CREDIT_CARD_EXP_DATE_2_DIGIT_YEAR;
else if (field.max_length == 7)
return HTML_TYPE_CREDIT_CARD_EXP_DATE_4_DIGIT_YEAR;
else
return HTML_TYPE_CREDIT_CARD_EXP;
}
if (autocomplete_attribute_value == "cc-exp-month")
return HTML_TYPE_CREDIT_CARD_EXP_MONTH;
if (autocomplete_attribute_value == "cc-exp-year") {
if (field.max_length == 2)
return HTML_TYPE_CREDIT_CARD_EXP_2_DIGIT_YEAR;
else if (field.max_length == 4)
return HTML_TYPE_CREDIT_CARD_EXP_4_DIGIT_YEAR;
else
return HTML_TYPE_CREDIT_CARD_EXP_YEAR;
}
if (autocomplete_attribute_value == "cc-csc")
return HTML_TYPE_CREDIT_CARD_VERIFICATION_CODE;
if (autocomplete_attribute_value == "cc-type")
return HTML_TYPE_CREDIT_CARD_TYPE;
if (autocomplete_attribute_value == "transaction-amount")
return HTML_TYPE_TRANSACTION_AMOUNT;
if (autocomplete_attribute_value == "transaction-currency")
return HTML_TYPE_TRANSACTION_CURRENCY;
if (autocomplete_attribute_value == "tel")
return HTML_TYPE_TEL;
if (autocomplete_attribute_value == "tel-country-code")
return HTML_TYPE_TEL_COUNTRY_CODE;
if (autocomplete_attribute_value == "tel-national")
return HTML_TYPE_TEL_NATIONAL;
if (autocomplete_attribute_value == "tel-area-code")
return HTML_TYPE_TEL_AREA_CODE;
if (autocomplete_attribute_value == "tel-local")
return HTML_TYPE_TEL_LOCAL;
if (autocomplete_attribute_value == "tel-local-prefix")
return HTML_TYPE_TEL_LOCAL_PREFIX;
if (autocomplete_attribute_value == "tel-local-suffix")
return HTML_TYPE_TEL_LOCAL_SUFFIX;
if (autocomplete_attribute_value == "tel-extension")
return HTML_TYPE_TEL_EXTENSION;
if (autocomplete_attribute_value == "email")
return HTML_TYPE_EMAIL;
return HTML_TYPE_UNRECOGNIZED;
}
std::ostream& operator<<(
std::ostream& out,
const autofill::AutofillQueryResponseContents& response) {
out << "upload_required: " << response.upload_required();
for (const auto& field : response.field()) {
out << "\nautofill_type: " << field.autofill_type();
}
return out;
}
bool IsCreditCardExpirationType(ServerFieldType type) {
return type == CREDIT_CARD_EXP_MONTH ||
type == CREDIT_CARD_EXP_2_DIGIT_YEAR ||
type == CREDIT_CARD_EXP_4_DIGIT_YEAR ||
type == CREDIT_CARD_EXP_DATE_2_DIGIT_YEAR ||
type == CREDIT_CARD_EXP_DATE_4_DIGIT_YEAR;
}
} // namespace
FormStructure::FormStructure(const FormData& form)
: form_name_(form.name),
source_url_(form.origin),
target_url_(form.action),
autofill_count_(0),
active_field_count_(0),
upload_required_(USE_UPLOAD_RATES),
has_author_specified_types_(false),
has_author_specified_sections_(false),
was_parsed_for_autocomplete_attributes_(false),
has_password_field_(false),
is_form_tag_(form.is_form_tag),
is_formless_checkout_(form.is_formless_checkout),
all_fields_are_passwords_(true) {
// Copy the form fields.
std::map<base::string16, size_t> unique_names;
for (const FormFieldData& field : form.fields) {
if (!ShouldSkipField(field))
++active_field_count_;
if (field.form_control_type == "password")
has_password_field_ = true;
else
all_fields_are_passwords_ = false;
// Generate a unique name for this field by appending a counter to the name.
// Make sure to prepend the counter with a non-numeric digit so that we are
// guaranteed to avoid collisions.
base::string16 unique_name =
field.name + base::ASCIIToUTF16("_") +
base::SizeTToString16(++unique_names[field.name]);
fields_.push_back(base::MakeUnique<AutofillField>(field, unique_name));
}
form_signature_ = autofill::CalculateFormSignature(form);
// Do further processing on the fields, as needed.
ProcessExtractedFields();
}
FormStructure::~FormStructure() {}
void FormStructure::DetermineHeuristicTypes() {
const auto determine_heuristic_types_start_time = base::TimeTicks::Now();
// First, try to detect field types based on each field's |autocomplete|
// attribute value.
if (!was_parsed_for_autocomplete_attributes_)
ParseFieldTypesFromAutocompleteAttributes();
// Then if there are enough active fields, and if we are dealing with either a
// proper <form> or a <form>-less checkout, run the heuristics and server
// prediction routines.
if (active_field_count() >= kRequiredFieldsForPredictionRoutines &&
(is_form_tag_ || is_formless_checkout_)) {
const FieldCandidatesMap field_type_map =
FormField::ParseFormFields(fields_, is_form_tag_);
for (const auto& field : fields_) {
const auto iter = field_type_map.find(field->unique_name());
if (iter != field_type_map.end())
field->set_heuristic_type(iter->second.BestHeuristicType());
}
}
UpdateAutofillCount();
IdentifySections(has_author_specified_sections_);
if (IsAutofillable()) {
AutofillMetrics::LogDeveloperEngagementMetric(
AutofillMetrics::FILLABLE_FORM_PARSED);
if (has_author_specified_types_) {
AutofillMetrics::LogDeveloperEngagementMetric(
AutofillMetrics::FILLABLE_FORM_CONTAINS_TYPE_HINTS);
}
}
AutofillMetrics::LogDetermineHeuristicTypesTiming(
base::TimeTicks::Now() - determine_heuristic_types_start_time);
}
bool FormStructure::EncodeUploadRequest(
const ServerFieldTypeSet& available_field_types,
bool form_was_autofilled,
const std::string& login_form_signature,
bool observed_submission,
AutofillUploadContents* upload) const {
DCHECK(ShouldBeCrowdsourced());
// Verify that |available_field_types| agrees with the possible field types we
// are uploading.
for (const auto& field : *this) {
for (const auto& type : field->possible_types()) {
DCHECK(type == UNKNOWN_TYPE || type == EMPTY_TYPE ||
available_field_types.count(type));
}
}
upload->set_submission(observed_submission);
upload->set_client_version(kClientVersion);
upload->set_form_signature(form_signature());
upload->set_autofill_used(form_was_autofilled);
upload->set_data_present(EncodeFieldTypes(available_field_types));
if (IsAutofillFieldMetadataEnabled()) {
upload->set_action_signature(StrToHash64Bit(target_url_.host()));
if (!form_name().empty())
upload->set_form_name(base::UTF16ToUTF8(form_name()));
}
if (!login_form_signature.empty()) {
uint64_t login_sig;
if (base::StringToUint64(login_form_signature, &login_sig))
upload->set_login_form_signature(login_sig);
}
if (IsMalformed())
return false; // Malformed form, skip it.
EncodeFormForUpload(upload);
return true;
}
// static
bool FormStructure::EncodeQueryRequest(
const std::vector<FormStructure*>& forms,
std::vector<std::string>* encoded_signatures,
AutofillQueryContents* query) {
DCHECK(encoded_signatures);
encoded_signatures->clear();
encoded_signatures->reserve(forms.size());
query->set_client_version(kClientVersion);
// Some badly formatted web sites repeat forms - detect that and encode only
// one form as returned data would be the same for all the repeated forms.
std::set<std::string> processed_forms;
for (const auto* form : forms) {
std::string signature(form->FormSignatureAsStr());
if (processed_forms.find(signature) != processed_forms.end())
continue;
processed_forms.insert(signature);
if (form->IsMalformed())
continue;
form->EncodeFormForQuery(query->add_form());
encoded_signatures->push_back(signature);
}
return !encoded_signatures->empty();
}
// static
void FormStructure::ParseQueryResponse(
std::string payload,
const std::vector<FormStructure*>& forms,
rappor::RapporServiceImpl* rappor_service) {
AutofillMetrics::LogServerQueryMetric(
AutofillMetrics::QUERY_RESPONSE_RECEIVED);
// Parse the response.
AutofillQueryResponseContents response;
if (!response.ParseFromString(payload))
return;
VLOG(1) << "Autofill query response was successfully parsed:\n" << response;
AutofillMetrics::LogServerQueryMetric(AutofillMetrics::QUERY_RESPONSE_PARSED);
bool heuristics_detected_fillable_field = false;
bool query_response_overrode_heuristics = false;
// Copy the field types into the actual form.
auto current_field = response.field().begin();
for (FormStructure* form : forms) {
form->upload_required_ =
response.upload_required() ? UPLOAD_REQUIRED : UPLOAD_NOT_REQUIRED;
bool query_response_has_no_server_data = true;
for (auto& field : form->fields_) {
if (form->ShouldSkipField(*field))
continue;
// In some cases *successful* response does not return all the fields.
// Quit the update of the types then.
if (current_field == response.field().end())
break;
ServerFieldType field_type =
static_cast<ServerFieldType>(current_field->autofill_type());
query_response_has_no_server_data &= field_type == NO_SERVER_DATA;
// UNKNOWN_TYPE is reserved for use by the client.
DCHECK_NE(field_type, UNKNOWN_TYPE);
ServerFieldType heuristic_type = field->heuristic_type();
if (heuristic_type != UNKNOWN_TYPE)
heuristics_detected_fillable_field = true;
field->set_server_type(field_type);
if (heuristic_type != field->Type().GetStorableType())
query_response_overrode_heuristics = true;
++current_field;
}
AutofillMetrics::LogServerResponseHasDataForForm(
!query_response_has_no_server_data);
if (query_response_has_no_server_data && form->source_url().is_valid()) {
rappor::SampleDomainAndRegistryFromGURL(
rappor_service, "Autofill.QueryResponseHasNoServerDataForForm",
form->source_url());
}
form->UpdateAutofillCount();
form->IdentifySections(false);
}
AutofillMetrics::ServerQueryMetric metric;
if (query_response_overrode_heuristics) {
if (heuristics_detected_fillable_field) {
metric = AutofillMetrics::QUERY_RESPONSE_OVERRODE_LOCAL_HEURISTICS;
} else {
metric = AutofillMetrics::QUERY_RESPONSE_WITH_NO_LOCAL_HEURISTICS;
}
} else {
metric = AutofillMetrics::QUERY_RESPONSE_MATCHED_LOCAL_HEURISTICS;
}
AutofillMetrics::LogServerQueryMetric(metric);
}
// static
std::vector<FormDataPredictions> FormStructure::GetFieldTypePredictions(
const std::vector<FormStructure*>& form_structures) {
std::vector<FormDataPredictions> forms;
forms.reserve(form_structures.size());
for (const FormStructure* form_structure : form_structures) {
FormDataPredictions form;
form.data.name = form_structure->form_name_;
form.data.origin = form_structure->source_url_;
form.data.action = form_structure->target_url_;
form.data.is_form_tag = form_structure->is_form_tag_;
form.signature = form_structure->FormSignatureAsStr();
for (const auto& field : form_structure->fields_) {
form.data.fields.push_back(FormFieldData(*field));
FormFieldDataPredictions annotated_field;
annotated_field.signature = field->FieldSignatureAsStr();
annotated_field.heuristic_type =
AutofillType(field->heuristic_type()).ToString();
annotated_field.server_type =
AutofillType(field->server_type()).ToString();
annotated_field.overall_type = field->Type().ToString();
annotated_field.parseable_name =
base::UTF16ToUTF8(field->parseable_name());
form.fields.push_back(annotated_field);
}
forms.push_back(form);
}
return forms;
}
// static
bool FormStructure::IsAutofillFieldMetadataEnabled() {
const std::string group_name =
base::FieldTrialList::FindFullName("AutofillFieldMetadata");
return base::StartsWith(group_name, "Enabled", base::CompareCase::SENSITIVE);
}
std::string FormStructure::FormSignatureAsStr() const {
return base::Uint64ToString(form_signature());
}
bool FormStructure::IsAutofillable() const {
if (autofill_count() < kRequiredFieldsForPredictionRoutines)
return false;
return ShouldBeParsed();
}
bool FormStructure::IsCompleteCreditCardForm() const {
bool found_cc_number = false;
bool found_cc_expiration = false;
for (const auto& field : fields_) {
ServerFieldType type = field->Type().GetStorableType();
if (!found_cc_expiration && IsCreditCardExpirationType(type)) {
found_cc_expiration = true;
} else if (!found_cc_number && type == CREDIT_CARD_NUMBER) {
found_cc_number = true;
}
if (found_cc_expiration && found_cc_number)
return true;
}
return false;
}
void FormStructure::UpdateAutofillCount() {
autofill_count_ = 0;
for (const auto& field : *this) {
if (field && field->IsFieldFillable())
++autofill_count_;
}
}
bool FormStructure::ShouldBeParsed() const {
if (active_field_count() < kRequiredFieldsForPredictionRoutines &&
(!all_fields_are_passwords() ||
active_field_count() < kRequiredFieldsForFormsWithOnlyPasswordFields) &&
!has_author_specified_types_) {
return false;
}
// Rule out http(s)://*/search?...
// e.g. http://www.google.com/search?q=...
// http://search.yahoo.com/search?p=...
if (target_url_.path_piece() == "/search")
return false;
bool has_text_field = false;
for (const auto& it : *this) {
has_text_field |= it->form_control_type != "select-one";
}
return has_text_field;
}
bool FormStructure::ShouldBeCrowdsourced() const {
return (has_password_field_ ||
active_field_count() >= kRequiredFieldsForPredictionRoutines) &&
ShouldBeParsed();
}
void FormStructure::UpdateFromCache(const FormStructure& cached_form) {
// Map from field signatures to cached fields.
std::map<std::string, const AutofillField*> cached_fields;
for (size_t i = 0; i < cached_form.field_count(); ++i) {
const auto& field = cached_form.field(i);
cached_fields[field->FieldSignatureAsStr()] = field;
}
for (auto& field : *this) {
std::map<std::string, const AutofillField*>::const_iterator cached_field =
cached_fields.find(field->FieldSignatureAsStr());
if (cached_field != cached_fields.end()) {
if (field->form_control_type != "select-one" &&
field->value == cached_field->second->value) {
// From the perspective of learning user data, text fields containing
// default values are equivalent to empty fields.
field->value = base::string16();
}
// Transfer attributes of the cached AutofillField to the newly created
// AutofillField.
field->set_heuristic_type(cached_field->second->heuristic_type());
field->set_server_type(cached_field->second->server_type());
field->SetHtmlType(cached_field->second->html_type(),
cached_field->second->html_mode());
field->set_previously_autofilled(
cached_field->second->previously_autofilled());
field->set_section(cached_field->second->section());
}
}
UpdateAutofillCount();
// The form signature should match between query and upload requests to the
// server. On many websites, form elements are dynamically added, removed, or
// rearranged via JavaScript between page load and form submission, so we
// copy over the |form_signature_field_names_| corresponding to the query
// request.
DCHECK_EQ(cached_form.form_name_, form_name_);
DCHECK_EQ(cached_form.source_url_, source_url_);
DCHECK_EQ(cached_form.target_url_, target_url_);
form_signature_ = cached_form.form_signature_;
}
void FormStructure::LogQualityMetrics(const base::TimeTicks& load_time,
const base::TimeTicks& interaction_time,
const base::TimeTicks& submission_time,
rappor::RapporServiceImpl* rappor_service,
bool did_show_suggestions,
bool observed_submission) const {
size_t num_detected_field_types = 0;
size_t num_server_mismatches = 0;
size_t num_heuristic_mismatches = 0;
size_t num_edited_autofilled_fields = 0;
bool did_autofill_all_possible_fields = true;
bool did_autofill_some_possible_fields = false;
for (size_t i = 0; i < field_count(); ++i) {
const auto& field = this->field(i);
// No further logging for password fields. Those are primarily related to a
// different feature code path, and so make more sense to track outside of
// this metric.
if (field->form_control_type == "password")
continue;
// We count fields that were autofilled but later modified, regardless of
// whether the data now in the field is recognized.
if (field->previously_autofilled())
num_edited_autofilled_fields++;
// No further logging for empty fields nor for fields where the entered data
// does not appear to already exist in the user's stored Autofill data.
const ServerFieldTypeSet& field_types = field->possible_types();
DCHECK(!field_types.empty());
if (field_types.count(EMPTY_TYPE) || field_types.count(UNKNOWN_TYPE))
continue;
++num_detected_field_types;
if (field->is_autofilled)
did_autofill_some_possible_fields = true;
else
did_autofill_all_possible_fields = false;
// Collapse field types that Chrome treats as identical, e.g. home and
// billing address fields.
ServerFieldTypeSet collapsed_field_types;
for (const auto& it : field_types) {
// Since we currently only support US phone numbers, the (city code + main
// digits) number is almost always identical to the whole phone number.
// TODO(isherman): Improve this logic once we add support for
// international numbers.
if (it == PHONE_HOME_CITY_AND_NUMBER)
collapsed_field_types.insert(PHONE_HOME_WHOLE_NUMBER);
else
collapsed_field_types.insert(AutofillType(it).GetStorableType());
}
// Capture the field's type, if it is unambiguous.
ServerFieldType field_type = UNKNOWN_TYPE;
if (collapsed_field_types.size() == 1)
field_type = *collapsed_field_types.begin();
ServerFieldType heuristic_type =
AutofillType(field->heuristic_type()).GetStorableType();
ServerFieldType server_type =
AutofillType(field->server_type()).GetStorableType();
ServerFieldType predicted_type = field->Type().GetStorableType();
// Log heuristic, server, and overall type quality metrics, independently of
// whether the field was autofilled.
const AutofillMetrics::QualityMetricType metric_type =
observed_submission ? AutofillMetrics::TYPE_SUBMISSION
: AutofillMetrics::TYPE_NO_SUBMISSION;
if (heuristic_type == UNKNOWN_TYPE) {
AutofillMetrics::LogHeuristicTypePrediction(AutofillMetrics::TYPE_UNKNOWN,
field_type, metric_type);
} else if (field_types.count(heuristic_type)) {
AutofillMetrics::LogHeuristicTypePrediction(AutofillMetrics::TYPE_MATCH,
field_type, metric_type);
} else {
++num_heuristic_mismatches;
AutofillMetrics::LogHeuristicTypePrediction(
AutofillMetrics::TYPE_MISMATCH, field_type, metric_type);
}
if (server_type == NO_SERVER_DATA) {
AutofillMetrics::LogServerTypePrediction(AutofillMetrics::TYPE_UNKNOWN,
field_type, metric_type);
} else if (field_types.count(server_type)) {
AutofillMetrics::LogServerTypePrediction(AutofillMetrics::TYPE_MATCH,
field_type, metric_type);
} else {
++num_server_mismatches;
AutofillMetrics::LogServerTypePrediction(AutofillMetrics::TYPE_MISMATCH,
field_type, metric_type);
}
if (predicted_type == UNKNOWN_TYPE) {
AutofillMetrics::LogOverallTypePrediction(AutofillMetrics::TYPE_UNKNOWN,
field_type, metric_type);
} else if (field_types.count(predicted_type)) {
AutofillMetrics::LogOverallTypePrediction(AutofillMetrics::TYPE_MATCH,
field_type, metric_type);
} else {
AutofillMetrics::LogOverallTypePrediction(AutofillMetrics::TYPE_MISMATCH,
field_type, metric_type);
}
}
AutofillMetrics::LogNumberOfEditedAutofilledFields(
num_edited_autofilled_fields, observed_submission);
// We log "submission" and duration metrics if we are here after observing a
// submission event.
if (observed_submission) {
if (num_detected_field_types < kRequiredFieldsForPredictionRoutines) {
AutofillMetrics::LogAutofillFormSubmittedState(
AutofillMetrics::NON_FILLABLE_FORM_OR_NEW_DATA);
} else {
if (did_autofill_all_possible_fields) {
AutofillMetrics::LogAutofillFormSubmittedState(
AutofillMetrics::FILLABLE_FORM_AUTOFILLED_ALL);
} else if (did_autofill_some_possible_fields) {
AutofillMetrics::LogAutofillFormSubmittedState(
AutofillMetrics::FILLABLE_FORM_AUTOFILLED_SOME);
} else if (!did_show_suggestions) {
AutofillMetrics::LogAutofillFormSubmittedState(
AutofillMetrics::
FILLABLE_FORM_AUTOFILLED_NONE_DID_NOT_SHOW_SUGGESTIONS);
} else {
AutofillMetrics::LogAutofillFormSubmittedState(
AutofillMetrics::
FILLABLE_FORM_AUTOFILLED_NONE_DID_SHOW_SUGGESTIONS);
}
// Log some RAPPOR metrics for problematic cases.
if (num_server_mismatches >= kNumberOfMismatchesThreshold) {
rappor::SampleDomainAndRegistryFromGURL(
rappor_service, "Autofill.HighNumberOfServerMismatches",
source_url_);
}
if (num_heuristic_mismatches >= kNumberOfMismatchesThreshold) {
rappor::SampleDomainAndRegistryFromGURL(
rappor_service, "Autofill.HighNumberOfHeuristicMismatches",
source_url_);
}
// Unlike the other times, the |submission_time| should always be
// available.
DCHECK(!submission_time.is_null());
// The |load_time| might be unset, in the case that the form was
// dynamically
// added to the DOM.
if (!load_time.is_null()) {
// Submission should always chronologically follow form load.
DCHECK(submission_time > load_time);
base::TimeDelta elapsed = submission_time - load_time;
if (did_autofill_some_possible_fields)
AutofillMetrics::LogFormFillDurationFromLoadWithAutofill(elapsed);
else
AutofillMetrics::LogFormFillDurationFromLoadWithoutAutofill(elapsed);
}
// The |interaction_time| might be unset, in the case that the user
// submitted a blank form.
if (!interaction_time.is_null()) {
// Submission should always chronologically follow interaction.
DCHECK(submission_time > interaction_time);
base::TimeDelta elapsed = submission_time - interaction_time;
if (did_autofill_some_possible_fields) {
AutofillMetrics::LogFormFillDurationFromInteractionWithAutofill(
elapsed);
} else {
AutofillMetrics::LogFormFillDurationFromInteractionWithoutAutofill(
elapsed);
}
}
}
}
}
void FormStructure::LogQualityMetricsBasedOnAutocomplete() const {
for (const auto& field : fields_) {
if (field->html_type() != HTML_TYPE_UNSPECIFIED &&
field->html_type() != HTML_TYPE_UNRECOGNIZED) {
// The type inferred by the autocomplete attribute.
AutofillType type(field->html_type(), field->html_mode());
ServerFieldType actual_field_type = type.GetStorableType();
const AutofillMetrics::QualityMetricType metric_type =
AutofillMetrics::TYPE_AUTOCOMPLETE_BASED;
// Log the quality of our heuristics predictions.
if (field->heuristic_type() == UNKNOWN_TYPE) {
AutofillMetrics::LogHeuristicTypePrediction(
AutofillMetrics::TYPE_UNKNOWN, actual_field_type, metric_type);
} else if (field->heuristic_type() == actual_field_type) {
AutofillMetrics::LogHeuristicTypePrediction(
AutofillMetrics::TYPE_MATCH, actual_field_type, metric_type);
} else {
AutofillMetrics::LogHeuristicTypePrediction(
AutofillMetrics::TYPE_MISMATCH, actual_field_type, metric_type);
}
// Log the quality of our server predictions.
if (field->server_type() == NO_SERVER_DATA) {
AutofillMetrics::LogServerTypePrediction(
AutofillMetrics::TYPE_UNKNOWN, actual_field_type, metric_type);
} else if (field->server_type() == actual_field_type) {
AutofillMetrics::LogServerTypePrediction(
AutofillMetrics::TYPE_MATCH, actual_field_type, metric_type);
} else {
AutofillMetrics::LogServerTypePrediction(
AutofillMetrics::TYPE_MISMATCH, actual_field_type, metric_type);
}
}
}
}
void FormStructure::ParseFieldTypesFromAutocompleteAttributes() {
const std::string kDefaultSection = "-default";
has_author_specified_types_ = false;
has_author_specified_sections_ = false;
for (const auto& field : fields_) {
// To prevent potential section name collisions, add a default suffix for
// other fields. Without this, 'autocomplete' attribute values
// "section--shipping street-address" and "shipping street-address" would be
// parsed identically, given the section handling code below. We do this
// before any validation so that fields with invalid attributes still end up
// in the default section. These default section names will be overridden
// by subsequent heuristic parsing steps if there are no author-specified
// section names.
field->set_section(kDefaultSection);
std::vector<std::string> tokens =
LowercaseAndTokenizeAttributeString(field->autocomplete_attribute);
// The autocomplete attribute is overloaded: it can specify either a field
// type hint or whether autocomplete should be enabled at all. Ignore the
// latter type of attribute value.
if (tokens.empty() ||
(tokens.size() == 1 && (tokens[0] == "on" || tokens[0] == "off"))) {
continue;
}
// Any other value, even it is invalid, is considered to be a type hint.
// This allows a website's author to specify an attribute like
// autocomplete="other" on a field to disable all Autofill heuristics for
// the form.
has_author_specified_types_ = true;
// The final token must be the field type.
// If it is not one of the known types, abort.
DCHECK(!tokens.empty());
// Per the spec, the tokens are parsed in reverse order.
std::string field_type_token = tokens.back();
tokens.pop_back();
HtmlFieldType field_type =
FieldTypeFromAutocompleteAttributeValue(field_type_token, *field);
if (field_type == HTML_TYPE_UNSPECIFIED)
continue;
// The preceding token, if any, may be a type hint.
if (!tokens.empty() && IsContactTypeHint(tokens.back())) {
// If it is, it must match the field type; otherwise, abort.
// Note that an invalid token invalidates the entire attribute value, even
// if the other tokens are valid.
if (!ContactTypeHintMatchesFieldType(tokens.back(), field_type))
continue;
// Chrome Autofill ignores these type hints.
tokens.pop_back();
}
// The preceding token, if any, may be a fixed string that is either
// "shipping" or "billing". Chrome Autofill treats these as implicit
// section name suffixes.
DCHECK_EQ(kDefaultSection, field->section());
std::string section = field->section();
HtmlFieldMode mode = HTML_MODE_NONE;
if (!tokens.empty()) {
if (tokens.back() == kShippingMode)
mode = HTML_MODE_SHIPPING;
else if (tokens.back() == kBillingMode)
mode = HTML_MODE_BILLING;
}
if (mode != HTML_MODE_NONE) {
section = "-" + tokens.back();
tokens.pop_back();
}
// The preceding token, if any, may be a named section.
const std::string kSectionPrefix = "section-";
if (!tokens.empty() && base::StartsWith(tokens.back(), kSectionPrefix,
base::CompareCase::SENSITIVE)) {
// Prepend this section name to the suffix set in the preceding block.
section = tokens.back().substr(kSectionPrefix.size()) + section;
tokens.pop_back();
}
// No other tokens are allowed. If there are any remaining, abort.
if (!tokens.empty())
continue;
if (section != kDefaultSection) {
has_author_specified_sections_ = true;
field->set_section(section);
}
// No errors encountered while parsing!
// Update the |field|'s type based on what was parsed from the attribute.
field->SetHtmlType(field_type, mode);
}
was_parsed_for_autocomplete_attributes_ = true;
}
bool FormStructure::FillFields(
const std::vector<ServerFieldType>& types,
const InputFieldComparator& matches,
const base::Callback<base::string16(const AutofillType&)>& get_info,
const std::string& address_language_code,
const std::string& app_locale) {
bool filled_something = false;
for (size_t i = 0; i < field_count(); ++i) {
for (size_t j = 0; j < types.size(); ++j) {
if (matches.Run(types[j], *field(i))) {
AutofillField::FillFormField(*field(i), get_info.Run(field(i)->Type()),
address_language_code, app_locale,
field(i));
filled_something = true;
break;
}
}
}
return filled_something;
}
std::set<base::string16> FormStructure::PossibleValues(ServerFieldType type) {
std::set<base::string16> values;
AutofillType target_type(type);
for (const auto& field : fields_) {
if (field->Type().GetStorableType() != target_type.GetStorableType() ||
field->Type().group() != target_type.group()) {
continue;
}
// No option values; anything goes.
if (field->option_values.empty()) {
values.clear();
break;
}
for (const base::string16& val : field->option_values) {
if (!val.empty())
values.insert(base::i18n::ToUpper(val));
}
for (const base::string16& content : field->option_contents) {
if (!content.empty())
values.insert(base::i18n::ToUpper(content));
}
}
return values;
}
base::string16 FormStructure::GetUniqueValue(HtmlFieldType type) const {
base::string16 value;
for (const auto& field : fields_) {
if (field->html_type() != type)
continue;
// More than one value found; abort rather than choosing one arbitrarily.
if (!value.empty() && !field->value.empty()) {
value.clear();
break;
}
value = field->value;
}
return value;
}
const AutofillField* FormStructure::field(size_t index) const {
if (index >= fields_.size()) {
NOTREACHED();
return NULL;
}
return fields_[index].get();
}
AutofillField* FormStructure::field(size_t index) {
return const_cast<AutofillField*>(
static_cast<const FormStructure*>(this)->field(index));
}
size_t FormStructure::field_count() const {
return fields_.size();
}
size_t FormStructure::active_field_count() const {
return active_field_count_;
}
FormData FormStructure::ToFormData() const {
FormData data;
data.name = form_name_;
data.origin = source_url_;
data.action = target_url_;
for (size_t i = 0; i < fields_.size(); ++i) {
data.fields.push_back(FormFieldData(*fields_[i]));
}
return data;
}
bool FormStructure::operator==(const FormData& form) const {
// TODO(jhawkins): Is this enough to differentiate a form?
if (form_name_ == form.name && source_url_ == form.origin &&
target_url_ == form.action) {
return true;
}
// TODO(jhawkins): Compare field names, IDs and labels once we have labels
// set up.
return false;
}
bool FormStructure::operator!=(const FormData& form) const {
return !operator==(form);
}
void FormStructure::EncodeFormForQuery(
AutofillQueryContents::Form* query_form) const {
DCHECK(!IsMalformed());
query_form->set_signature(form_signature());
for (const auto& field : fields_) {
if (ShouldSkipField(*field))
continue;
AutofillQueryContents::Form::Field* added_field = query_form->add_field();
added_field->set_signature(field->GetFieldSignature());
if (IsAutofillFieldMetadataEnabled()) {
added_field->set_type(field->form_control_type);
if (!field->name.empty())
added_field->set_name(base::UTF16ToUTF8(field->name));
}
}
}
void FormStructure::EncodeFormForUpload(AutofillUploadContents* upload) const {
DCHECK(!IsMalformed());
for (const auto& field : fields_) {
// Don't upload checkable fields.
if (IsCheckable(field->check_status))
continue;
const ServerFieldTypeSet& types = field->possible_types();
for (const auto& field_type : types) {
// Add the same field elements as the query and a few more below.
if (ShouldSkipField(*field))
continue;
AutofillUploadContents::Field* added_field = upload->add_field();
added_field->set_autofill_type(field_type);
if (field->generation_type())
added_field->set_generation_type(field->generation_type());
if (field->form_classifier_outcome()) {
added_field->set_form_classifier_outcome(
field->form_classifier_outcome());
}
added_field->set_signature(field->GetFieldSignature());
if (IsAutofillFieldMetadataEnabled()) {
added_field->set_type(field->form_control_type);
if (!field->name.empty())
added_field->set_name(base::UTF16ToUTF8(field->name));
if (!field->autocomplete_attribute.empty())
added_field->set_autocomplete(field->autocomplete_attribute);
if (!field->css_classes.empty())
added_field->set_css_classes(base::UTF16ToUTF8(field->css_classes));
if (field->properties_mask)
added_field->set_properties_mask(field->properties_mask);
}
}
}
}
bool FormStructure::IsMalformed() const {
if (!field_count()) // Nothing to add.
return true;
// Some badly formatted web sites repeat fields - limit number of fields to
// 48, which is far larger than any valid form and proto still fits into 2K.
// Do not send requests for forms with more than this many fields, as they are
// near certainly not valid/auto-fillable.
const size_t kMaxFieldsOnTheForm = 48;
if (field_count() > kMaxFieldsOnTheForm)
return true;
return false;
}
void FormStructure::IdentifySections(bool has_author_specified_sections) {
if (fields_.empty())
return;
if (!has_author_specified_sections) {
// Name sections after the first field in the section.
base::string16 current_section = fields_.front()->unique_name();
// Keep track of the types we've seen in this section.
std::set<ServerFieldType> seen_types;
ServerFieldType previous_type = UNKNOWN_TYPE;
for (const auto& field : fields_) {
const ServerFieldType current_type = field->Type().GetStorableType();
bool already_saw_current_type = seen_types.count(current_type) > 0;
// Forms often ask for multiple phone numbers -- e.g. both a daytime and
// evening phone number. Our phone number detection is also generally a
// little off. Hence, ignore this field type as a signal here.
if (AutofillType(current_type).group() == PHONE_HOME)
already_saw_current_type = false;
// Ignore non-focusable field and presentation role fields while inferring
// boundaries between sections.
bool ignored_field = !field->is_focusable ||
field->role == FormFieldData::ROLE_ATTRIBUTE_PRESENTATION;
if (ignored_field)
already_saw_current_type = false;
// Some forms have adjacent fields of the same type. Two common examples:
// * Forms with two email fields, where the second is meant to "confirm"
// the first.
// * Forms with a <select> menu for states in some countries, and a
// freeform <input> field for states in other countries. (Usually,
// only one of these two will be visible for any given choice of
// country.)
// Generally, adjacent fields of the same type belong in the same logical
// section.
if (current_type == previous_type)
already_saw_current_type = false;
if (current_type != UNKNOWN_TYPE && already_saw_current_type) {
// We reached the end of a section, so start a new section.
seen_types.clear();
current_section = field->unique_name();
}
// Only consider a type "seen" if it was not ignored. Some forms have
// sections for different locales, only one of which is enabled at a
// time. Each section may duplicate some information (e.g. postal code)
// and we don't want that to cause section splits.
// Also only set |previous_type| when the field was not ignored. This
// prevents ignored fields from breaking up fields that are otherwise
// adjacent.
if (!ignored_field) {
seen_types.insert(current_type);
previous_type = current_type;
}
field->set_section(base::UTF16ToUTF8(current_section));
}
}
// Ensure that credit card and address fields are in separate sections.
// This simplifies the section-aware logic in autofill_manager.cc.
for (const auto& field : fields_) {
FieldTypeGroup field_type_group = field->Type().group();
if (field_type_group == CREDIT_CARD)
field->set_section(field->section() + "-cc");
else
field->set_section(field->section() + "-default");
}
}
bool FormStructure::ShouldSkipField(const FormFieldData& field) const {
return IsCheckable(field.check_status);
}
void FormStructure::ProcessExtractedFields() {
// Update the field name parsed by heuristics if several criteria are met.
// Several fields must be present in the form.
if (field_count() < kCommonNamePrefixRemovalFieldThreshold)
return;
// Find the longest common prefix within all the field names.
std::vector<base::string16> names;
names.reserve(field_count());
for (const auto& field : *this)
names.push_back(field->name);
const base::string16 longest_prefix = FindLongestCommonPrefix(names);
if (longest_prefix.size() < kMinCommonNamePrefixLength)
return;
// The name without the prefix will be used for heuristics parsing.
for (auto& field : *this) {
if (field->name.size() > longest_prefix.size()) {
field->set_parseable_name(
field->name.substr(longest_prefix.size(), field->name.size()));
}
}
}
// static
base::string16 FormStructure::FindLongestCommonPrefix(
const std::vector<base::string16>& strings) {
if (strings.empty())
return base::string16();
std::vector<base::string16> filtered_strings;
// Any strings less than kMinCommonNamePrefixLength are neither modified
// nor considered when processing for a common prefix.
std::copy_if(
strings.begin(), strings.end(), std::back_inserter(filtered_strings),
[](base::string16 s) { return s.size() >= kMinCommonNamePrefixLength; });
if (filtered_strings.empty())
return base::string16();
// Go through each character of the first string until there is a mismatch at
// the same position in any other string. Adapted from http://goo.gl/YGukMM.
for (size_t prefix_len = 0; prefix_len < filtered_strings[0].size();
prefix_len++) {
for (size_t i = 1; i < filtered_strings.size(); i++) {
if (prefix_len >= filtered_strings[i].size() ||
filtered_strings[i].at(prefix_len) !=
filtered_strings[0].at(prefix_len)) {
// Mismatch found.
return filtered_strings[i].substr(0, prefix_len);
}
}
}
return filtered_strings[0];
}
} // namespace autofill
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