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Issue 2041413004: Add an AutofillProfileComparator class. (Closed) Base URL: https://chromium.googlesource.com/chromium/src.git@master
Patch Set: rebase Created 4 years, 6 months ago
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1 // Copyright 2016 The Chromium Authors. All rights reserved.
2 // Use of this source code is governed by a BSD-style license that can be
3 // found in the LICENSE file.
4
5 #include "components/autofill/core/browser/autofill_profile_comparator.h"
6
7 #include <algorithm>
8 #include <vector>
9
10 #include "base/i18n/char_iterator.h"
11 #include "base/strings/string_split.h"
12 #include "base/strings/string_util.h"
13 #include "base/strings/utf_string_conversion_utils.h"
14 #include "base/strings/utf_string_conversions.h"
15 #include "components/autofill/core/browser/autofill_data_util.h"
16 #include "third_party/libphonenumber/phonenumber_api.h"
17
18 namespace autofill {
19 namespace {
20
21 const base::char16 kSpace[] = {L' ', L'\0'};
22
23 } // namespace
24
25 AutofillProfileComparator::AutofillProfileComparator(
26 const base::StringPiece& app_locale)
27 : app_locale_(app_locale.data(), app_locale.size()) {
28 // Use ICU transliteration to remove diacritics and fold case.
29 // See http://userguide.icu-project.org/transforms/general
30 UErrorCode status = U_ZERO_ERROR;
31 std::unique_ptr<icu::Transliterator> transliterator(
32 icu::Transliterator::createInstance(
33 "NFD; [:Nonspacing Mark:] Remove; Lower; NFC", UTRANS_FORWARD,
34 status));
35 if (U_FAILURE(status) || transliterator == nullptr) {
36 // TODO(rogerm): Add a histogram to count how often this happens.
37 LOG(ERROR) << "Failed to create ICU Transliterator: "
38 << u_errorName(status);
39 }
40
41 transliterator_ = std::move(transliterator);
42 }
43
44 AutofillProfileComparator::~AutofillProfileComparator() {}
45
46 base::string16 AutofillProfileComparator::NormalizeForComparison(
47 base::StringPiece16 text,
48 AutofillProfileComparator::WhitespaceSpec whitespace_spec) const {
49 // This algorithm is not designed to be perfect, we could get arbitrarily
50 // fancy here trying to canonicalize address lines. Instead, this is designed
51 // to handle common cases for all types of data (addresses and names) without
52 // the need of domain-specific logic.
53 //
54 // 1. Convert punctuation to spaces and normalize all whitespace to spaces.
55 // This will convert "Mid-Island Plz." -> "Mid Island Plz " (the trailing
56 // space will be trimmed off outside of the end of the loop).
57 //
58 // 2. Collapse consecutive punctuation/whitespace characters to a single
59 // space. We pretend the string has already started with whitespace in
60 // order to trim leading spaces.
61 //
62 // 3. Remove diacritics (accents and other non-spacing marks) and perform
63 // case folding to lower-case.
64 base::string16 result;
65 result.reserve(text.length());
66 bool previous_was_whitespace = (whitespace_spec == RETAIN_WHITESPACE);
67 for (base::i18n::UTF16CharIterator iter(text.data(), text.length());
68 !iter.end(); iter.Advance()) {
69 switch (u_charType(iter.get())) {
70 // Punctuation
71 case U_DASH_PUNCTUATION:
72 case U_START_PUNCTUATION:
73 case U_END_PUNCTUATION:
74 case U_CONNECTOR_PUNCTUATION:
75 case U_OTHER_PUNCTUATION:
76 // Whitespace
77 case U_CONTROL_CHAR: // To escape the '\n' character.
78 case U_SPACE_SEPARATOR:
79 case U_LINE_SEPARATOR:
80 case U_PARAGRAPH_SEPARATOR:
81 if (!previous_was_whitespace && whitespace_spec == RETAIN_WHITESPACE) {
82 result.push_back(' ');
83 previous_was_whitespace = true;
84 }
85 break;
86
87 default:
88 previous_was_whitespace = false;
89 base::WriteUnicodeCharacter(iter.get(), &result);
90 break;
91 }
92 }
93
94 // Trim off trailing whitespace if we left one.
95 if (previous_was_whitespace && !result.empty())
96 result.resize(result.size() - 1);
97
98 if (transliterator_ == nullptr)
99 return result;
100
101 icu::UnicodeString value = icu::UnicodeString(result.data(), result.length());
102 transliterator_->transliterate(value);
103 return base::string16(value.getBuffer(), value.length());
104 }
105
106 bool AutofillProfileComparator::AreMergeable(const AutofillProfile& p1,
107 const AutofillProfile& p2) const {
108 // Sorted in order to relative expense of the tests to fail early and cheaply
109 // if possible.
110 return HaveMergeableEmailAddresses(p1, p2) &&
111 HaveMergeableCompanyNames(p1, p2) &&
112 HaveMergeablePhoneNumbers(p1, p2) && HaveMergeableNames(p1, p2) &&
113 HaveMergeableAddresses(p1, p2);
114 }
115
116 // static
117 std::set<base::StringPiece16> AutofillProfileComparator::UniqueTokens(
118 base::StringPiece16 s) {
119 std::vector<base::StringPiece16> tokens = base::SplitStringPiece(
120 s, kSpace, base::TRIM_WHITESPACE, base::SPLIT_WANT_NONEMPTY);
121 return std::set<base::StringPiece16>(tokens.begin(), tokens.end());
122 }
123
124 // static
125 bool AutofillProfileComparator::HaveSameTokens(base::StringPiece16 s1,
126 base::StringPiece16 s2) {
127 std::set<base::StringPiece16> t1 = UniqueTokens(s1);
128 std::set<base::StringPiece16> t2 = UniqueTokens(s2);
129
130 // Note: std::include() expects the items in each range to be in sorted order,
131 // hence the use of std::set<> instead of std::unordered_set<>.
132 return std::includes(t1.begin(), t1.end(), t2.begin(), t2.end()) ||
133 std::includes(t2.begin(), t2.end(), t1.begin(), t1.end());
134 }
135
136 // static
137 std::set<base::string16> AutofillProfileComparator::GetNameVariants(
138 const base::string16& name) {
139 const size_t kMaxSupportedNameParts = 8;
140
141 std::vector<base::string16> name_parts = base::SplitString(
142 name, kSpace, base::TRIM_WHITESPACE, base::SPLIT_WANT_NONEMPTY);
143
144 // Limit the number of parts we support (to constrain memory usage);
145 if (name_parts.size() > kMaxSupportedNameParts)
146 return {name};
147
148 // Start with the empty string as a variant.
149 std::set<base::string16> variants = {base::EmptyString16()};
150
151 // For each name part, add a variant of all the already existing variants that
152 // appends this name part and one that appends the initial of this name part.
153 // Duplicates will be discarded when they're added to the variants set.
154 for (const base::string16& part : name_parts) {
155 if (part.empty())
156 continue;
157 std::vector<base::string16> new_variants;
158 for (const base::string16& variant : variants) {
159 new_variants.push_back(base::CollapseWhitespace(
160 base::JoinString({variant, part}, kSpace), true));
161 new_variants.push_back(base::CollapseWhitespace(
162 base::JoinString({variant, part.substr(0, 1)}, kSpace), true));
163 }
164 variants.insert(new_variants.begin(), new_variants.end());
165 }
166 return variants;
167 }
168
169 bool AutofillProfileComparator::IsNameVariantOf(
170 const base::string16& full_name_1,
171 const base::string16& full_name_2) const {
172 data_util::NameParts name_1_parts = data_util::SplitName(full_name_1);
173 // Build the variants of full_name_1`s given and middle names, and hang on
174 // to its family name.
175 const std::set<base::string16> given_name_variants =
176 GetNameVariants(name_1_parts.given);
177 const std::set<base::string16> middle_name_variants =
178 GetNameVariants(name_1_parts.middle);
179 const base::string16& family_name = name_1_parts.family;
sebsg 2016/06/10 15:12:13 Hum, I'm really on the fence on whether I would wa
Roger McFarlane (Chromium) 2016/06/10 16:19:44 Done.
180
181 // Iterate over all full name variants of profile 2 and see if any of them
182 // match the full name from profile 1.
183 for (const base::string16& given_name : given_name_variants) {
184 for (const base::string16& middle_name : middle_name_variants) {
185 base::string16 candidate = base::CollapseWhitespace(
186 base::JoinString({given_name, middle_name, family_name}, kSpace),
187 true);
188 if (candidate == full_name_2)
189 return true;
190 }
191 }
192
193 // There was not match found.
194 return false;
195 }
196
197 bool AutofillProfileComparator::HaveMergeableNames(
198 const AutofillProfile& p1,
199 const AutofillProfile& p2) const {
200 base::string16 full_name_1 =
201 NormalizeForComparison(p1.GetInfo(AutofillType(NAME_FULL), app_locale_));
202 base::string16 full_name_2 =
203 NormalizeForComparison(p2.GetInfo(AutofillType(NAME_FULL), app_locale_));
204
205 // Is it reasonable to merge the names from p1 and p2.
206 return full_name_1.empty() || full_name_2.empty() ||
207 (full_name_1 == full_name_2) ||
208 IsNameVariantOf(full_name_1, full_name_2) ||
209 IsNameVariantOf(full_name_2, full_name_1);
210 }
211
212 bool AutofillProfileComparator::HaveMergeableEmailAddresses(
213 const AutofillProfile& p1,
214 const AutofillProfile& p2) const {
215 const base::string16& email_1 =
216 p1.GetInfo(AutofillType(EMAIL_ADDRESS), app_locale_);
217 const base::string16& email_2 =
218 p2.GetInfo(AutofillType(EMAIL_ADDRESS), app_locale_);
219 return email_1.empty() || email_2.empty() ||
220 case_insensitive_compare_.StringsEqual(email_1, email_2);
221 }
222
223 bool AutofillProfileComparator::HaveMergeableCompanyNames(
224 const AutofillProfile& p1,
225 const AutofillProfile& p2) const {
226 const base::string16& company_name_1 = NormalizeForComparison(
227 p1.GetInfo(AutofillType(COMPANY_NAME), app_locale_));
228 const base::string16& company_name_2 = NormalizeForComparison(
229 p2.GetInfo(AutofillType(COMPANY_NAME), app_locale_));
230 return company_name_1.empty() || company_name_2.empty() ||
231 HaveSameTokens(company_name_1, company_name_2);
232 }
233
234 bool AutofillProfileComparator::HaveMergeablePhoneNumbers(
235 const AutofillProfile& p1,
236 const AutofillProfile& p2) const {
237 // We work with the raw phone numbers to avoid losing any helpful information
238 // as we parse.
239 const base::string16& raw_phone_1 = p1.GetRawInfo(PHONE_HOME_WHOLE_NUMBER);
240 const base::string16& raw_phone_2 = p2.GetRawInfo(PHONE_HOME_WHOLE_NUMBER);
241
242 // Are the two phone numbers trivially mergeable?
243 if (raw_phone_1.empty() || raw_phone_2.empty() ||
244 raw_phone_1 == raw_phone_2) {
245 return true;
246 }
247
248 // TODO(rogerm): Modify ::autofill::i18n::PhoneNumbersMatch to support
249 // SHORT_NSN_MATCH and just call that instead of accessing the underlying
250 // utility library directly?
251
252 // The phone number util library needs the numbers in utf8.
253 const std::string phone_1 = base::UTF16ToUTF8(raw_phone_1);
254 const std::string phone_2 = base::UTF16ToUTF8(raw_phone_2);
255
256 // Parse and compare the phone numbers.
257 using ::i18n::phonenumbers::PhoneNumberUtil;
258 PhoneNumberUtil* phone_util = PhoneNumberUtil::GetInstance();
259 switch (phone_util->IsNumberMatchWithTwoStrings(phone_1, phone_2)) {
260 case PhoneNumberUtil::INVALID_NUMBER:
261 case PhoneNumberUtil::NO_MATCH:
262 return false;
263 case PhoneNumberUtil::SHORT_NSN_MATCH:
264 case PhoneNumberUtil::NSN_MATCH:
265 case PhoneNumberUtil::EXACT_MATCH:
266 return true;
267 }
268
269 NOTREACHED();
270 return false;
271 }
272
273 bool AutofillProfileComparator::HaveMergeableAddresses(
274 const AutofillProfile& p1,
275 const AutofillProfile& p2) const {
276 // If the address are not in the same country, then they're not the same. If
277 // one of the address countries is unknown/invalid the comparison continues.
278 const base::string16& country1 = p1.GetInfo(
279 AutofillType(HTML_TYPE_COUNTRY_CODE, HTML_MODE_NONE), app_locale_);
280 const base::string16& country2 = p2.GetInfo(
281 AutofillType(HTML_TYPE_COUNTRY_CODE, HTML_MODE_NONE), app_locale_);
282 if (!country1.empty() && !country2.empty() &&
283 !case_insensitive_compare_.StringsEqual(country1, country2)) {
284 return false;
285 }
286
287 // TODO(rogerm): Lookup the normalization rules for the (common) country of
288 // the address. The rules should be applied post NormalizeForComparison to
289 // the state, city, and address bag of words comparisons.
290
291 // Zip
292 // ----
293 // If the addresses are definitely not in the same zip/area code then we're
294 // done. Otherwise,the comparison continues.
295 const base::string16& zip1 = NormalizeForComparison(
296 p1.GetInfo(AutofillType(ADDRESS_HOME_ZIP), app_locale_),
297 DISCARD_WHITESPACE);
298 const base::string16& zip2 = NormalizeForComparison(
299 p2.GetInfo(AutofillType(ADDRESS_HOME_ZIP), app_locale_),
300 DISCARD_WHITESPACE);
301 if (!zip1.empty() && !zip2.empty() &&
302 zip1.find(zip2) == base::string16::npos &&
303 zip2.find(zip1) == base::string16::npos) {
304 return false;
305 }
306
307 // State
308 // ------
309 // Heuristic: If the match is between non-empty zip codes then we can infer
310 // that the two state strings are intended to have the same meaning. This
311 // handles the cases where we have invalid or poorly formed data in one of the
312 // state values (like "Select one", or "CA - California"). Otherwise, we
313 // actually have to check if the states map to the the same set of tokens.
314 const base::string16& state1 = NormalizeForComparison(
315 p1.GetInfo(AutofillType(ADDRESS_HOME_STATE), app_locale_));
316 const base::string16& state2 = NormalizeForComparison(
317 p2.GetInfo(AutofillType(ADDRESS_HOME_STATE), app_locale_));
318 if ((zip1.empty() || zip2.empty()) && !HaveSameTokens(state1, state2)) {
319 return false;
320 }
321
322 // City
323 // ------
324 // Heuristic: If the match is between non-empty zip codes then we can infer
325 // that the two city strings are intended to have the same meaning. This
326 // handles the cases where we have a city vs one of its suburbs. Otherwise, we
327 // actually have to check if the cities map to the the same set of tokens.
328 const base::string16& city1 = NormalizeForComparison(
329 p1.GetInfo(AutofillType(ADDRESS_HOME_CITY), app_locale_));
330 const base::string16& city2 = NormalizeForComparison(
331 p2.GetInfo(AutofillType(ADDRESS_HOME_CITY), app_locale_));
332 if ((zip1.empty() || zip2.empty()) && !HaveSameTokens(city1, city2)) {
333 return false;
334 }
335
336 // Address
337 // --------
338 // Heuristic: Use bag of words comparison on the post-normalized addresses.
339 const base::string16& address1 = NormalizeForComparison(
340 p1.GetInfo(AutofillType(ADDRESS_HOME_STREET_ADDRESS), app_locale_));
341 const base::string16& address2 = NormalizeForComparison(
342 p2.GetInfo(AutofillType(ADDRESS_HOME_STREET_ADDRESS), app_locale_));
343 if (!HaveSameTokens(address1, address2)) {
344 return false;
345 }
346
347 return true;
348 }
349
350 } // namespace autofill
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