// Copyright (c) 2012 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/browser/form_structure.h" #include #include "base/basictypes.h" #include "base/command_line.h" #include "base/logging.h" #include "base/memory/scoped_ptr.h" #include "base/sha1.h" #include "base/string_util.h" #include "base/stringprintf.h" #include "base/strings/string_number_conversions.h" #include "base/time.h" #include "base/utf_string_conversions.h" #include "components/autofill/browser/autocheckout_page_meta_data.h" #include "components/autofill/browser/autofill_metrics.h" #include "components/autofill/browser/autofill_type.h" #include "components/autofill/browser/autofill_xml_parser.h" #include "components/autofill/browser/field_types.h" #include "components/autofill/browser/form_field.h" #include "components/autofill/common/autofill_constants.h" #include "components/autofill/common/form_data.h" #include "components/autofill/common/form_data_predictions.h" #include "components/autofill/common/form_field_data.h" #include "components/autofill/common/form_field_data_predictions.h" #include "third_party/libjingle/source/talk/xmllite/xmlelement.h" namespace autofill { namespace { const char kFormMethodPost[] = "post"; // XML elements and attributes. const char kAttributeAcceptedFeatures[] = "accepts"; const char kAttributeAutofillUsed[] = "autofillused"; const char kAttributeAutofillType[] = "autofilltype"; const char kAttributeClientVersion[] = "clientversion"; const char kAttributeDataPresent[] = "datapresent"; const char kAttributeFieldID[] = "fieldid"; const char kAttributeFieldType[] = "fieldtype"; const char kAttributeFormSignature[] = "formsignature"; const char kAttributeName[] = "name"; const char kAttributeSignature[] = "signature"; const char kAttributeUrlprefixSignature[] = "urlprefixsignature"; const char kAcceptedFeaturesExperiment[] = "e"; // e=experiments const char kAcceptedFeaturesAutocheckoutExperiment[] = "a,e"; // a=autocheckout const char kClientVersion[] = "6.1.1715.1442/en (GGLL)"; const char kXMLDeclaration[] = ""; const char kXMLElementAutofillQuery[] = "autofillquery"; const char kXMLElementAutofillUpload[] = "autofillupload"; const char kXMLElementFieldAssignments[] = "fieldassignments"; const char kXMLElementField[] = "field"; const char kXMLElementFields[] = "fields"; const char kXMLElementForm[] = "form"; const char kBillingSection[] = "billing"; const char kShippingSection[] = "shipping"; // 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 FieldTypeSet& 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 bit_field(kNumBytes, 0); for (FieldTypeSet::const_iterator field_type = available_field_types.begin(); field_type != available_field_types.end(); ++field_type) { // 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; } // Helper for |EncodeFormRequest()| that creates XmlElements for the given field // in upload xml, and also add them to the parent XmlElement. void EncodeFieldForUpload(const AutofillField& field, buzz::XmlElement* parent) { // Don't upload checkable fields. if (field.is_checkable) return; FieldTypeSet types = field.possible_types(); // |types| could be empty in unit-tests only. for (FieldTypeSet::iterator field_type = types.begin(); field_type != types.end(); ++field_type) { buzz::XmlElement *field_element = new buzz::XmlElement( buzz::QName(kXMLElementField)); field_element->SetAttr(buzz::QName(kAttributeSignature), field.FieldSignature()); field_element->SetAttr(buzz::QName(kAttributeAutofillType), base::IntToString(*field_type)); parent->AddElement(field_element); } } // Helper for |EncodeFormRequest()| that creates XmlElement for the given field // in query xml, and also add it to the parent XmlElement. void EncodeFieldForQuery(const AutofillField& field, buzz::XmlElement* parent) { buzz::XmlElement *field_element = new buzz::XmlElement( buzz::QName(kXMLElementField)); field_element->SetAttr(buzz::QName(kAttributeSignature), field.FieldSignature()); parent->AddElement(field_element); } // Helper for |EncodeFormRequest()| that creates XmlElements for the given field // in field assignments xml, and also add them to the parent XmlElement. void EncodeFieldForFieldAssignments(const AutofillField& field, buzz::XmlElement* parent) { FieldTypeSet types = field.possible_types(); for (FieldTypeSet::iterator field_type = types.begin(); field_type != types.end(); ++field_type) { buzz::XmlElement *field_element = new buzz::XmlElement( buzz::QName(kXMLElementFields)); field_element->SetAttr(buzz::QName(kAttributeFieldID), field.FieldSignature()); field_element->SetAttr(buzz::QName(kAttributeFieldType), base::IntToString(*field_type)); field_element->SetAttr(buzz::QName(kAttributeName), UTF16ToUTF8(field.name)); parent->AddElement(field_element); } } // 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, AutofillFieldType 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 == EMAIL_ADDRESS || (field_type >= PHONE_HOME_NUMBER && field_type <= PHONE_HOME_WHOLE_NUMBER); } // 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 >= PHONE_HOME_NUMBER && field_type <= PHONE_HOME_WHOLE_NUMBER; } return false; } // Returns the Chrome Autofill-supported field type corresponding to the given // |autocomplete_type|, 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 AutofillFieldType FieldTypeFromAutocompleteType( const std::string& autocomplete_type, const AutofillField& field) { if (autocomplete_type == "name") return NAME_FULL; if (autocomplete_type == "given-name") return NAME_FIRST; if (autocomplete_type == "additional-name") { if (field.max_length == 1) return NAME_MIDDLE_INITIAL; else return NAME_MIDDLE; } if (autocomplete_type == "family-name") return NAME_LAST; if (autocomplete_type == "honorific-suffix") return NAME_SUFFIX; if (autocomplete_type == "organization") return COMPANY_NAME; if (autocomplete_type == "street-address" || autocomplete_type == "address-line1") return ADDRESS_HOME_LINE1; if (autocomplete_type == "address-line2") return ADDRESS_HOME_LINE2; if (autocomplete_type == "locality") return ADDRESS_HOME_CITY; if (autocomplete_type == "region") return ADDRESS_HOME_STATE; if (autocomplete_type == "country") return ADDRESS_HOME_COUNTRY; if (autocomplete_type == "postal-code") return ADDRESS_HOME_ZIP; if (autocomplete_type == "cc-name") return CREDIT_CARD_NAME; if (autocomplete_type == "cc-number") return CREDIT_CARD_NUMBER; if (autocomplete_type == "cc-exp") { if (field.max_length == 5) return CREDIT_CARD_EXP_DATE_2_DIGIT_YEAR; else return CREDIT_CARD_EXP_DATE_4_DIGIT_YEAR; } if (autocomplete_type == "cc-exp-month") return CREDIT_CARD_EXP_MONTH; if (autocomplete_type == "cc-exp-year") { if (field.max_length == 2) return CREDIT_CARD_EXP_2_DIGIT_YEAR; else return CREDIT_CARD_EXP_4_DIGIT_YEAR; } if (autocomplete_type == "cc-csc") return CREDIT_CARD_VERIFICATION_CODE; if (autocomplete_type == "cc-type") return CREDIT_CARD_TYPE; if (autocomplete_type == "tel") return PHONE_HOME_WHOLE_NUMBER; if (autocomplete_type == "tel-country-code") return PHONE_HOME_COUNTRY_CODE; if (autocomplete_type == "tel-national") return PHONE_HOME_CITY_AND_NUMBER; if (autocomplete_type == "tel-area-code") return PHONE_HOME_CITY_CODE; if (autocomplete_type == "tel-local") return PHONE_HOME_NUMBER; if (autocomplete_type == "tel-local-prefix") return PHONE_HOME_NUMBER; if (autocomplete_type == "tel-local-suffix") return PHONE_HOME_NUMBER; if (autocomplete_type == "email") return EMAIL_ADDRESS; return UNKNOWN_TYPE; } } // namespace FormStructure::FormStructure(const FormData& form, const std::string& autocheckout_url_prefix) : form_name_(form.name), source_url_(form.origin), target_url_(form.action), autofill_count_(0), active_field_count_(0), upload_required_(USE_UPLOAD_RATES), server_experiment_id_("no server response"), has_author_specified_types_(false), autocheckout_url_prefix_(autocheckout_url_prefix), filled_by_autocheckout_(false) { // Copy the form fields. std::map unique_names; for (std::vector::const_iterator field = form.fields.begin(); field != form.fields.end(); field++) { if (!ShouldSkipField(*field)) { // Add all supported form fields (including with empty names) to the // signature. This is a requirement for Autofill servers. form_signature_field_names_.append("&"); form_signature_field_names_.append(UTF16ToUTF8(field->name)); ++active_field_count_; } // 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. if (!unique_names.count(field->name)) unique_names[field->name] = 1; else ++unique_names[field->name]; base::string16 unique_name = field->name + ASCIIToUTF16("_") + base::IntToString16(unique_names[field->name]); fields_.push_back(new AutofillField(*field, unique_name)); } std::string method = UTF16ToUTF8(form.method); if (StringToLowerASCII(method) == kFormMethodPost) { method_ = POST; } else { // Either the method is 'get', or we don't know. In this case we default // to GET. method_ = GET; } } FormStructure::~FormStructure() {} void FormStructure::DetermineHeuristicTypes( const AutofillMetrics& metric_logger) { // First, try to detect field types based on each field's |autocomplete| // attribute value. If there is at least one form field that specifies an // autocomplete type hint, don't try to apply other heuristics to match fields // in this form. bool has_author_specified_sections; ParseFieldTypesFromAutocompleteAttributes(&has_author_specified_types_, &has_author_specified_sections); if (!has_author_specified_types_) { FieldTypeMap field_type_map; FormField::ParseFormFields(fields_.get(), &field_type_map); for (size_t index = 0; index < field_count(); index++) { AutofillField* field = fields_[index]; FieldTypeMap::iterator iter = field_type_map.find(field->unique_name()); if (iter != field_type_map.end()) field->set_heuristic_type(iter->second); } } UpdateAutofillCount(); IdentifySections(has_author_specified_sections); if (IsAutofillable(true)) { metric_logger.LogDeveloperEngagementMetric( AutofillMetrics::FILLABLE_FORM_PARSED); if (has_author_specified_types_) { metric_logger.LogDeveloperEngagementMetric( AutofillMetrics::FILLABLE_FORM_CONTAINS_TYPE_HINTS); } } } bool FormStructure::EncodeUploadRequest( const FieldTypeSet& available_field_types, bool form_was_autofilled, std::string* encoded_xml) const { DCHECK(ShouldBeCrowdsourced()); // Verify that |available_field_types| agrees with the possible field types we // are uploading. for (std::vector::const_iterator field = begin(); field != end(); ++field) { for (FieldTypeSet::const_iterator type = (*field)->possible_types().begin(); type != (*field)->possible_types().end(); ++type) { DCHECK(*type == UNKNOWN_TYPE || *type == EMPTY_TYPE || available_field_types.count(*type)); } } // Set up the element and its attributes. buzz::XmlElement autofill_request_xml( (buzz::QName(kXMLElementAutofillUpload))); autofill_request_xml.SetAttr(buzz::QName(kAttributeClientVersion), kClientVersion); autofill_request_xml.SetAttr(buzz::QName(kAttributeFormSignature), FormSignature()); autofill_request_xml.SetAttr(buzz::QName(kAttributeAutofillUsed), form_was_autofilled ? "true" : "false"); autofill_request_xml.SetAttr(buzz::QName(kAttributeDataPresent), EncodeFieldTypes(available_field_types).c_str()); if (!EncodeFormRequest(FormStructure::UPLOAD, &autofill_request_xml)) return false; // Malformed form, skip it. // Obtain the XML structure as a string. *encoded_xml = kXMLDeclaration; *encoded_xml += autofill_request_xml.Str().c_str(); // To enable this logging, run with the flag --vmodule="form_structure=2". VLOG(2) << "\n" << *encoded_xml; return true; } bool FormStructure::EncodeFieldAssignments( const FieldTypeSet& available_field_types, std::string* encoded_xml) const { DCHECK(ShouldBeCrowdsourced()); // Set up the element and its attributes. buzz::XmlElement autofill_request_xml( (buzz::QName(kXMLElementFieldAssignments))); autofill_request_xml.SetAttr(buzz::QName(kAttributeFormSignature), FormSignature()); if (!EncodeFormRequest(FormStructure::FIELD_ASSIGNMENTS, &autofill_request_xml)) return false; // Malformed form, skip it. // Obtain the XML structure as a string. *encoded_xml = kXMLDeclaration; *encoded_xml += autofill_request_xml.Str().c_str(); return true; } // static bool FormStructure::EncodeQueryRequest( const std::vector& forms, std::vector* encoded_signatures, std::string* encoded_xml) { DCHECK(encoded_signatures); DCHECK(encoded_xml); encoded_xml->clear(); encoded_signatures->clear(); encoded_signatures->reserve(forms.size()); // Set up the element and attributes. buzz::XmlElement autofill_request_xml( (buzz::QName(kXMLElementAutofillQuery))); autofill_request_xml.SetAttr(buzz::QName(kAttributeClientVersion), kClientVersion); // autocheckout_url_prefix tells the Autofill server where the forms in the // request came from, and the the Autofill server checks internal status and // decide to enable Autocheckout or not and may return Autocheckout related // data in the response accordingly. // There is no page/frame level object associated with FormStructure that // we could extract URL prefix from. But, all the forms should come from the // same frame, so they should have the same Autocheckout URL prefix. Thus we // use URL prefix from the first form with Autocheckout enabled. std::string autocheckout_url_prefix; // 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 processed_forms; for (ScopedVector::const_iterator it = forms.begin(); it != forms.end(); ++it) { std::string signature((*it)->FormSignature()); if (processed_forms.find(signature) != processed_forms.end()) continue; processed_forms.insert(signature); scoped_ptr encompassing_xml_element( new buzz::XmlElement(buzz::QName(kXMLElementForm))); encompassing_xml_element->SetAttr(buzz::QName(kAttributeSignature), signature); if (!(*it)->EncodeFormRequest(FormStructure::QUERY, encompassing_xml_element.get())) continue; // Malformed form, skip it. if ((*it)->IsAutocheckoutEnabled()) { if (autocheckout_url_prefix.empty()) { autocheckout_url_prefix = (*it)->autocheckout_url_prefix_; } else { // Making sure all the forms in the request has the same url_prefix. DCHECK_EQ(autocheckout_url_prefix, (*it)->autocheckout_url_prefix_); } } autofill_request_xml.AddElement(encompassing_xml_element.release()); encoded_signatures->push_back(signature); } if (!encoded_signatures->size()) return false; if (autocheckout_url_prefix.empty()) { autofill_request_xml.SetAttr(buzz::QName(kAttributeAcceptedFeatures), kAcceptedFeaturesExperiment); } else { autofill_request_xml.SetAttr(buzz::QName(kAttributeAcceptedFeatures), kAcceptedFeaturesAutocheckoutExperiment); autofill_request_xml.SetAttr(buzz::QName(kAttributeUrlprefixSignature), Hash64Bit(autocheckout_url_prefix)); } // Obtain the XML structure as a string. *encoded_xml = kXMLDeclaration; *encoded_xml += autofill_request_xml.Str().c_str(); return true; } // static void FormStructure::ParseQueryResponse( const std::string& response_xml, const std::vector& forms, autofill::AutocheckoutPageMetaData* page_meta_data, const AutofillMetrics& metric_logger) { metric_logger.LogServerQueryMetric(AutofillMetrics::QUERY_RESPONSE_RECEIVED); // Parse the field types from the server response to the query. std::vector field_infos; UploadRequired upload_required; std::string experiment_id; AutofillQueryXmlParser parse_handler(&field_infos, &upload_required, &experiment_id, page_meta_data); buzz::XmlParser parser(&parse_handler); parser.Parse(response_xml.c_str(), response_xml.length(), true); if (!parse_handler.succeeded()) return; metric_logger.LogServerQueryMetric(AutofillMetrics::QUERY_RESPONSE_PARSED); metric_logger.LogServerExperimentIdForQuery(experiment_id); bool heuristics_detected_fillable_field = false; bool query_response_overrode_heuristics = false; // Copy the field types into the actual form. std::vector::iterator current_info = field_infos.begin(); for (std::vector::const_iterator iter = forms.begin(); iter != forms.end(); ++iter) { FormStructure* form = *iter; form->upload_required_ = upload_required; form->server_experiment_id_ = experiment_id; for (std::vector::iterator field = form->fields_.begin(); field != form->fields_.end(); ++field) { 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_info == field_infos.end()) break; // UNKNOWN_TYPE is reserved for use by the client. DCHECK_NE(current_info->field_type, UNKNOWN_TYPE); AutofillFieldType heuristic_type = (*field)->type(); if (heuristic_type != UNKNOWN_TYPE) heuristics_detected_fillable_field = true; (*field)->set_server_type(current_info->field_type); if (heuristic_type != (*field)->type()) query_response_overrode_heuristics = true; // Copy default value into the field if available. if (!current_info->default_value.empty()) (*field)->set_default_value(current_info->default_value); ++current_info; } 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; } metric_logger.LogServerQueryMetric(metric); } // static void FormStructure::GetFieldTypePredictions( const std::vector& form_structures, std::vector* forms) { forms->clear(); forms->reserve(form_structures.size()); for (size_t i = 0; i < form_structures.size(); ++i) { FormStructure* form_structure = form_structures[i]; FormDataPredictions form; form.data.name = form_structure->form_name_; form.data.method = ASCIIToUTF16((form_structure->method_ == POST) ? "POST" : "GET"); form.data.origin = form_structure->source_url_; form.data.action = form_structure->target_url_; form.signature = form_structure->FormSignature(); form.experiment_id = form_structure->server_experiment_id_; for (std::vector::const_iterator field = form_structure->fields_.begin(); field != form_structure->fields_.end(); ++field) { form.data.fields.push_back(FormFieldData(**field)); FormFieldDataPredictions annotated_field; annotated_field.signature = (*field)->FieldSignature(); annotated_field.heuristic_type = AutofillType::FieldTypeToString((*field)->heuristic_type()); annotated_field.server_type = AutofillType::FieldTypeToString((*field)->server_type()); annotated_field.overall_type = AutofillType::FieldTypeToString((*field)->type()); form.fields.push_back(annotated_field); } forms->push_back(form); } } std::string FormStructure::FormSignature() const { std::string scheme(target_url_.scheme()); std::string host(target_url_.host()); // If target host or scheme is empty, set scheme and host of source url. // This is done to match the Toolbar's behavior. if (scheme.empty() || host.empty()) { scheme = source_url_.scheme(); host = source_url_.host(); } std::string form_string = scheme + "://" + host + "&" + UTF16ToUTF8(form_name_) + form_signature_field_names_; return Hash64Bit(form_string); } bool FormStructure::IsAutocheckoutEnabled() const { return !autocheckout_url_prefix_.empty(); } bool FormStructure::ShouldSkipField(const FormFieldData& field) const { return (field.is_checkable || field.form_control_type == "password") && !IsAutocheckoutEnabled(); } size_t FormStructure::RequiredFillableFields() const { return IsAutocheckoutEnabled() ? 0 : kRequiredAutofillFields; } bool FormStructure::IsAutofillable(bool require_method_post) const { if (autofill_count() < RequiredFillableFields()) return false; return ShouldBeParsed(require_method_post); } void FormStructure::UpdateAutofillCount() { autofill_count_ = 0; for (std::vector::const_iterator iter = begin(); iter != end(); ++iter) { AutofillField* field = *iter; if (field && field->IsFieldFillable()) ++autofill_count_; } } bool FormStructure::ShouldBeParsed(bool require_method_post) const { if (active_field_count() < RequiredFillableFields()) 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() == "/search") return false; if (!IsAutocheckoutEnabled()) { // Make sure there is at least one text field when Autocheckout is // not enabled. bool has_text_field = false; for (std::vector::const_iterator it = begin(); it != end() && !has_text_field; ++it) { has_text_field |= (*it)->form_control_type != "select-one"; } if (!has_text_field) return false; } return !require_method_post || (method_ == POST); } bool FormStructure::ShouldBeCrowdsourced() const { // Allow all forms in Autocheckout flow to be crowdsourced. return (!has_author_specified_types_ && ShouldBeParsed(true)) || IsAutocheckoutEnabled(); } void FormStructure::UpdateFromCache(const FormStructure& cached_form) { // Map from field signatures to cached fields. std::map cached_fields; for (size_t i = 0; i < cached_form.field_count(); ++i) { const AutofillField* field = cached_form.field(i); cached_fields[field->FieldSignature()] = field; } for (std::vector::const_iterator iter = begin(); iter != end(); ++iter) { AutofillField* field = *iter; std::map::const_iterator cached_field = cached_fields.find(field->FieldSignature()); 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(); } field->set_heuristic_type(cached_field->second->heuristic_type()); field->set_server_type(cached_field->second->server_type()); } } UpdateAutofillCount(); filled_by_autocheckout_ = cached_form.filled_by_autocheckout(); server_experiment_id_ = cached_form.server_experiment_id(); // 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_field_names_ = cached_form.form_signature_field_names_; } void FormStructure::LogQualityMetrics( const AutofillMetrics& metric_logger, const base::TimeTicks& load_time, const base::TimeTicks& interaction_time, const base::TimeTicks& submission_time) const { std::string experiment_id = server_experiment_id(); metric_logger.LogServerExperimentIdForUpload(experiment_id); size_t num_detected_field_types = 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 AutofillField* field = this->field(i); metric_logger.LogQualityMetric(AutofillMetrics::FIELD_SUBMITTED, experiment_id); // 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 FieldTypeSet& 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. FieldTypeSet collapsed_field_types; for (FieldTypeSet::const_iterator it = field_types.begin(); it != field_types.end(); ++it) { // 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::GetEquivalentFieldType(*it)); } // Capture the field's type, if it is unambiguous. AutofillFieldType field_type = UNKNOWN_TYPE; if (collapsed_field_types.size() == 1) field_type = *collapsed_field_types.begin(); AutofillFieldType heuristic_type = field->heuristic_type(); AutofillFieldType server_type = field->server_type(); AutofillFieldType predicted_type = field->type(); // Log heuristic, server, and overall type quality metrics, independently of // whether the field was autofilled. if (heuristic_type == UNKNOWN_TYPE) { metric_logger.LogHeuristicTypePrediction(AutofillMetrics::TYPE_UNKNOWN, field_type, experiment_id); } else if (field_types.count(heuristic_type)) { metric_logger.LogHeuristicTypePrediction(AutofillMetrics::TYPE_MATCH, field_type, experiment_id); } else { metric_logger.LogHeuristicTypePrediction(AutofillMetrics::TYPE_MISMATCH, field_type, experiment_id); } if (server_type == NO_SERVER_DATA) { metric_logger.LogServerTypePrediction(AutofillMetrics::TYPE_UNKNOWN, field_type, experiment_id); } else if (field_types.count(server_type)) { metric_logger.LogServerTypePrediction(AutofillMetrics::TYPE_MATCH, field_type, experiment_id); } else { metric_logger.LogServerTypePrediction(AutofillMetrics::TYPE_MISMATCH, field_type, experiment_id); } if (predicted_type == UNKNOWN_TYPE) { metric_logger.LogOverallTypePrediction(AutofillMetrics::TYPE_UNKNOWN, field_type, experiment_id); } else if (field_types.count(predicted_type)) { metric_logger.LogOverallTypePrediction(AutofillMetrics::TYPE_MATCH, field_type, experiment_id); } else { metric_logger.LogOverallTypePrediction(AutofillMetrics::TYPE_MISMATCH, field_type, experiment_id); } // TODO(isherman): menu for states in some countries, and a // freeform 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; previous_type = current_type; 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(); } seen_types.insert(current_type); (*field)->set_section(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 (std::vector::iterator field = fields_.begin(); field != fields_.end(); ++field) { AutofillType::FieldTypeGroup field_type_group = AutofillType((*field)->type()).group(); if (field_type_group == AutofillType::CREDIT_CARD) (*field)->set_section((*field)->section() + "-cc"); else (*field)->set_section((*field)->section() + "-default"); } } } // namespace autofill