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Issue 1543633003: Added anonymization patterns for URLs and email addresses (Closed) Base URL: https://chromium.googlesource.com/chromium/src.git@bug-567870-introduce-anonymizer
Patch Set: Clarification Created 4 years, 11 months ago
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1 // Copyright 2015 The Chromium Authors. All rights reserved. 1 // Copyright 2015 The Chromium Authors. All rights reserved.
2 // Use of this source code is governed by a BSD-style license that can be 2 // Use of this source code is governed by a BSD-style license that can be
3 // found in the LICENSE file. 3 // found in the LICENSE file.
4 4
5 #include "components/feedback/anonymizer_tool.h" 5 #include "components/feedback/anonymizer_tool.h"
6 6
7 #include <base/strings/string_number_conversions.h> 7 #include <utility>
8 #include <base/strings/string_util.h> 8
9 #include <base/strings/stringprintf.h> 9 #include "base/strings/string_number_conversions.h"
10 #include "base/strings/string_util.h"
11 #include "base/strings/stringprintf.h"
10 12
11 #include "third_party/re2/src/re2/re2.h" 13 #include "third_party/re2/src/re2/re2.h"
12 14
13 using re2::RE2; 15 using re2::RE2;
14 16
15 namespace feedback { 17 namespace feedback {
16 18
17 namespace { 19 namespace {
18 20
19 // The |kCustomPatterns| array defines patterns to match and anonymize. Each 21 // The |kCustomPatternsWithContext| array defines patterns to match and
20 // pattern needs to define three capturing parentheses groups: 22 // anonymize. Each pattern needs to define three capturing parentheses groups:
21 // 23 //
22 // - a group for the pattern before the identifier to be anonymized; 24 // - a group for the pattern before the identifier to be anonymized;
23 // - a group for the identifier to be anonymized; 25 // - a group for the identifier to be anonymized;
24 // - a group for the pattern after the identifier to be anonymized. 26 // - a group for the pattern after the identifier to be anonymized.
25 // 27 //
28 // The first and the last capture group are the origin of the "WithContext"
29 // suffix in the name of this constant.
30 //
26 // Every matched identifier (in the context of the whole pattern) is anonymized 31 // Every matched identifier (in the context of the whole pattern) is anonymized
27 // by replacing it with an incremental instance identifier. Every different 32 // by replacing it with an incremental instance identifier. Every different
28 // pattern defines a separate instance identifier space. See the unit test for 33 // pattern defines a separate instance identifier space. See the unit test for
29 // AnonymizerTool::AnonymizeCustomPattern for pattern anonymization examples. 34 // AnonymizerTool::AnonymizeCustomPattern for pattern anonymization examples.
30 // 35 //
31 // Useful regular expression syntax: 36 // Useful regular expression syntax:
32 // 37 //
33 // +? is a non-greedy (lazy) +. 38 // +? is a non-greedy (lazy) +.
34 // \b matches a word boundary. 39 // \b matches a word boundary.
35 // (?i) turns on case insensitivy for the remainder of the regex. 40 // (?i) turns on case insensitivy for the remainder of the regex.
36 // (?-s) turns off "dot matches newline" for the remainder of the regex. 41 // (?-s) turns off "dot matches newline" for the remainder of the regex.
37 // (?:regex) denotes non-capturing parentheses group. 42 // (?:regex) denotes non-capturing parentheses group.
38 const char* kCustomPatterns[] = { 43 const char* kCustomPatternsWithContext[] = {
39 "(\\bCell ID: ')([0-9a-fA-F]+)(')", // ModemManager 44 "(\\bCell ID: ')([0-9a-fA-F]+)(')", // ModemManager
40 "(\\bLocation area code: ')([0-9a-fA-F]+)(')", // ModemManager 45 "(\\bLocation area code: ')([0-9a-fA-F]+)(')", // ModemManager
41 "(?i-s)(\\bssid[= ]')(.+)(')", // wpa_supplicant 46 "(?i-s)(\\bssid[= ]')(.+)(')", // wpa_supplicant
42 "(?-s)(\\bSSID - hexdump\\(len=[0-9]+\\): )(.+)()", // wpa_supplicant 47 "(?-s)(\\bSSID - hexdump\\(len=[0-9]+\\): )(.+)()", // wpa_supplicant
43 "(?-s)(\\[SSID=)(.+?)(\\])", // shill 48 "(?-s)(\\[SSID=)(.+?)(\\])", // shill
44 }; 49 };
45 50
51 // Helper macro: Non capturing group
52 #define NCG(x) "(?:" x ")"
53 // Helper macro: Optional non capturing group
54 #define OPT_NCG(x) NCG(x) "?"
55
56 //////////////////////////////////////////////////////////////////////////
57 // Patterns for URLs, or better IRIs, based on RFC 3987 with an artificial
58 // limitation on the scheme to increase precision. Otherwise anything
59 // like "ID:" would be considered an IRI.
60
61 #define UNRESERVED "[-a-z0-9._~]"
62 #define RESERVED NGC(GEN_DELIMS "|" SUB_DELIMS)
63 #define SUB_DELIMS "[!$&'()*+,;=]"
64 #define GEN_DELIMS "[:/?#[\\]@]"
65
66 #define DIGIT "[0-9]"
67 #define HEXDIG "[0-9a-f]"
68
69 #define PCT_ENCODED "%" HEXDIG HEXDIG
70
71 #define DEC_OCTET NCG("[0-9]|[1-9][0-9]|1[0-9][0-9]|2[0-4][0-9]|25[0-9]")
72
73 #define IPV4ADDRESS DEC_OCTET "\\." DEC_OCTET "\\." DEC_OCTET "\\." DEC_OCTET
74
75 #define H16 NCG(HEXDIG) "{1,4}"
76 #define LS32 NCG(H16 ":" H16 "|" IPV4ADDRESS)
77
78 #define IPV6ADDRESS NCG( \
79 NCG(H16 ":") "{6}" LS32 "|" \
80 "::" NCG(H16 ":") "{5}" LS32 "|" \
81 OPT_NCG( H16) "::" NCG(H16 ":") "{4}" LS32 "|" \
82 OPT_NCG( NCG(H16 ":") "{0,1}" H16) "::" NCG(H16 ":") "{3}" LS32 "|" \
83 OPT_NCG( NCG(H16 ":") "{0,2}" H16) "::" NCG(H16 ":") "{2}" LS32 "|" \
84 OPT_NCG( NCG(H16 ":") "{0,3}" H16) "::" NCG(H16 ":") LS32 "|" \
85 OPT_NCG( NCG(H16 ":") "{0,4}" H16) "::" LS32 "|" \
86 OPT_NCG( NCG(H16 ":") "{0,5}" H16) "::" H16 "|" \
87 OPT_NCG( NCG(H16 ":") "{0,6}" H16) "::")
88
89 #define IPVFUTURE \
90 "v" HEXDIG \
91 "+" \
92 "\\." NCG(UNRESERVED "|" SUB_DELIMS \
93 "|" \
94 ":") "+"
95
96 #define IP_LITERAL "\\[" NCG(IPV6ADDRESS "|" IPVFUTURE) "\\]"
97
98 #define PORT DIGIT "*"
99
100 // This is a diversion of RFC 3987
101 #define SCHEME NCG("http|https|ftp|chrome|chrome-extension|android")
102
103 #define IPRIVATE \
104 "[" \
105 "\\x{E000}-\\x{F8FF}" \
106 "\\x{F0000}-\\x{FFFFD}" \
107 "\\x{100000}-\\x{10FFFD}" \
108 "]"
109
110 #define UCSCHAR \
111 "[" "\\x{A0}-\\x{D7FF}" "\\x{F900}-\\x{FDCF}" "\\x{FDF0}-\\x{FFEF}" \
112 "\\x{10000}-\\x{1FFFD}" "\\x{20000}-\\x{2FFFD}" "\\x{30000}-\\x{3FFFD}" \
113 "\\x{40000}-\\x{4FFFD}" "\\x{50000}-\\x{5FFFD}" "\\x{60000}-\\x{6FFFD}" \
114 "\\x{70000}-\\x{7FFFD}" "\\x{80000}-\\x{8FFFD}" "\\x{90000}-\\x{9FFFD}" \
115 "\\x{A0000}-\\x{AFFFD}" "\\x{B0000}-\\x{BFFFD}" "\\x{C0000}-\\x{CFFFD}" \
116 "\\x{D0000}-\\x{DFFFD}" "\\x{E1000}-\\x{EFFFD}" "]"
117
118 #define IUNRESERVED NCG("[-a-z0-9._~]" "|" UCSCHAR)
119
120 #define IPCHAR NCG(IUNRESERVED "|" PCT_ENCODED "|" SUB_DELIMS "|" "[:@]")
121 #define IFRAGMENT NCG(IPCHAR "|" "[/?]") "*"
122 #define IQUERY NCG(IPCHAR "|" IPRIVATE "|" "[/?]") "*"
123
124 #define ISEGMENT IPCHAR "*"
125 #define ISEGMENT_NZ IPCHAR "+"
126 #define ISEGMENT_NZ_NC \
127 NCG(IUNRESERVED "|" PCT_ENCODED "|" SUB_DELIMS \
128 "|" "@") "+"
129
130 #define IPATH_EMPTY ""
131 #define IPATH_ROOTLESS ISEGMENT_NZ NCG("/" ISEGMENT) "*"
132 #define IPATH_NOSCHEME ISEGMENT_NZ_NC NCG("/" ISEGMENT) "*"
133 #define IPATH_ABSOLUTE "/" OPT_NCG(ISEGMENT_NZ NCG("/" ISEGMENT) "*")
134 #define IPATH_ABEMPTY NCG("/" ISEGMENT) "*"
135
136 #define IPATH NCG(IPATH_ABEMPTY "|" IPATH_ABSOLUTE "|" IPATH_NOSCHEME "|" \
137 IPATH_ROOTLESS "|" IPATH_EMPTY)
138
139 #define IREG_NAME NCG(IUNRESERVED "|" PCT_ENCODED "|" SUB_DELIMS) "*"
140
141 #define IHOST NCG(IP_LITERAL "|" IPV4ADDRESS "|" IREG_NAME)
142 #define IUSERINFO NCG(IUNRESERVED "|" PCT_ENCODED "|" SUB_DELIMS "|" ":") "*"
143 #define IAUTHORITY OPT_NCG(IUSERINFO "@") IHOST OPT_NCG(":" PORT)
144
145 #define IRELATIVE_PART NCG("//" IAUTHORITY IPATH_ABEMPTY "|" IPATH_ABSOLUTE \
146 "|" IPATH_NOSCHEME "|" IPATH_EMPTY)
147
148 #define IRELATIVE_REF IRELATIVE_PART OPT_NCG("?" IQUERY) OPT_NCG("#" IFRAGMENT)
149
150 // RFC 3987 requires IPATH_EMPTY here but it is omitted so that statements
151 // that end with "Android:" for example are not considered a URL.
152 #define IHIER_PART NCG("//" IAUTHORITY IPATH_ABEMPTY "|" IPATH_ABSOLUTE \
153 "|" IPATH_ROOTLESS)
154
155 #define ABSOLUTE_IRI SCHEME ":" IHIER_PART OPT_NCG("?" IQUERY)
156
157 #define IRI SCHEME ":" IHIER_PART OPT_NCG("\\?" IQUERY) OPT_NCG("#" IFRAGMENT)
158
159 #define IRI_REFERENCE NCG(IRI "|" IRELATIVE_REF)
160
161 // TODO(battre): Use http://tools.ietf.org/html/rfc5322 to represent email
162 // addresses. Capture names as well ("First Lastname" <foo@bar.com>).
163
164 // The |kCustomPatternWithoutContext| array defines further patterns to match
165 // and anonymize. Each pattern consists of a single capturing group.
166 CustomPatternWithoutContext kCustomPatternsWithoutContext[] = {
167 {"URL", "(?i)(" IRI ")"},
168 // Email Addresses need to come after URLs because they can be part
169 // of a query parameter.
170 {"email", "(?i)([0-9a-z._%+-]+@[a-z0-9.-]+\\.[a-z]{2,6})"},
171 // IP filter rules need to come after URLs so that they don't disturb the
172 // URL pattern in case the IP address is part of a URL.
173 {"IPv4", "(?i)(" IPV4ADDRESS ")"},
174 {"IPv6", "(?i)(" IPV6ADDRESS ")"},
175 };
176
177 // Like RE2's FindAndConsume, searches for the first occurrence of |pattern| in
178 // |input| and consumes the bytes until the end of the pattern matching. Unlike
179 // FindAndConsume, the bytes skipped before the match of |pattern| are stored
180 // in |skipped_input|.
181 // Example: input = "aaabbb", pattern = "(b+)" leads to skipped_input = "aaa"
182 // and args[0] = "bbb".
183 bool FindAndConsumeAndGetSkippedN(re2::StringPiece* input,
184 const re2::RE2& pattern,
185 re2::StringPiece* skipped_input,
186 re2::StringPiece* args[],
187 int argc) {
188 re2::StringPiece old_input = *input;
189
190 re2::RE2::Arg a0(argc > 0 ? args[0] : nullptr);
191 re2::RE2::Arg a1(argc > 1 ? args[1] : nullptr);
192 re2::RE2::Arg a2(argc > 2 ? args[2] : nullptr);
193 const re2::RE2::Arg* const wrapped_args[] = {&a0, &a1, &a2};
194 CHECK_LE(argc, 3);
195
196 if (skipped_input)
197 *skipped_input = *input;
vasilii 2016/01/11 11:58:32 This worsens my concern. Now if |args| is empty th
battre 2016/01/11 12:33:08 Done.
198
199 bool result = re2::RE2::FindAndConsumeN(input, pattern, wrapped_args, argc);
200
201 if (skipped_input && result && argc > 0) {
202 size_t bytes_skipped = args[0]->data() - old_input.data();
203 *skipped_input = re2::StringPiece(old_input.data(), bytes_skipped);
204 }
205 return result;
206 }
207
208 // All |match_groups| need to be of type re2::StringPiece*.
209 template <typename... Arg>
210 bool FindAndConsumeAndGetSkipped(re2::StringPiece* input,
211 const re2::RE2& pattern,
212 re2::StringPiece* skipped_input,
213 Arg*... match_groups) {
214 re2::StringPiece* args[] = {match_groups...};
215 return FindAndConsumeAndGetSkippedN(input, pattern, skipped_input, args,
216 arraysize(args));
217 }
218
46 } // namespace 219 } // namespace
47 220
48 AnonymizerTool::AnonymizerTool() 221 AnonymizerTool::AnonymizerTool()
49 : custom_patterns_(arraysize(kCustomPatterns)) {} 222 : custom_patterns_with_context_(arraysize(kCustomPatternsWithContext)),
223 custom_patterns_without_context_(
224 arraysize(kCustomPatternsWithoutContext)) {}
50 225
51 AnonymizerTool::~AnonymizerTool() {} 226 AnonymizerTool::~AnonymizerTool() {}
52 227
53 std::string AnonymizerTool::Anonymize(const std::string& input) { 228 std::string AnonymizerTool::Anonymize(const std::string& input) {
54 std::string anonymized = AnonymizeMACAddresses(input); 229 std::string anonymized = AnonymizeMACAddresses(input);
55 anonymized = AnonymizeCustomPatterns(std::move(anonymized)); 230 anonymized = AnonymizeCustomPatterns(std::move(anonymized));
56 return anonymized; 231 return anonymized;
57 } 232 }
58 233
234 RE2* AnonymizerTool::GetRegExp(const std::string& pattern) {
235 if (regexp_cache_.find(pattern) == regexp_cache_.end()) {
236 RE2::Options options;
237 // set_multiline of pcre is not supported by RE2, yet.
238 options.set_dot_nl(true); // Dot matches a new line.
239 scoped_ptr<RE2> re = make_scoped_ptr(new RE2(pattern, options));
240 DCHECK_EQ(re2::RE2::NoError, re->error_code())
241 << "Failed to parse:\n" << pattern << "\n" << re->error();
242 regexp_cache_[pattern] = std::move(re);
243 }
244 return regexp_cache_[pattern].get();
245 }
246
59 std::string AnonymizerTool::AnonymizeMACAddresses(const std::string& input) { 247 std::string AnonymizerTool::AnonymizeMACAddresses(const std::string& input) {
60 // This regular expression finds the next MAC address. It splits the data into 248 // This regular expression finds the next MAC address. It splits the data into
61 // a section preceding the MAC address, an OUI (Organizationally Unique 249 // an OUI (Organizationally Unique Identifier) part and a NIC (Network
62 // Identifier) part and a NIC (Network Interface Controller) specific part. 250 // Interface Controller) specific part.
63 251
64 RE2::Options options; 252 RE2* mac_re = GetRegExp(
65 // set_multiline of pcre is not supported by RE2, yet. 253 "([0-9a-fA-F][0-9a-fA-F]:"
66 options.set_dot_nl(true); // Dot matches a new line.
67 RE2 mac_re(
68 "(.*?)("
69 "[0-9a-fA-F][0-9a-fA-F]:"
70 "[0-9a-fA-F][0-9a-fA-F]:" 254 "[0-9a-fA-F][0-9a-fA-F]:"
71 "[0-9a-fA-F][0-9a-fA-F]):(" 255 "[0-9a-fA-F][0-9a-fA-F]):("
72 "[0-9a-fA-F][0-9a-fA-F]:" 256 "[0-9a-fA-F][0-9a-fA-F]:"
73 "[0-9a-fA-F][0-9a-fA-F]:" 257 "[0-9a-fA-F][0-9a-fA-F]:"
74 "[0-9a-fA-F][0-9a-fA-F])", 258 "[0-9a-fA-F][0-9a-fA-F])");
75 options);
76 259
77 std::string result; 260 std::string result;
78 result.reserve(input.size()); 261 result.reserve(input.size());
79 262
80 // Keep consuming, building up a result string as we go. 263 // Keep consuming, building up a result string as we go.
81 re2::StringPiece text(input); 264 re2::StringPiece text(input);
82 std::string pre_mac, oui, nic; 265 re2::StringPiece skipped;
83 while (re2::RE2::Consume(&text, mac_re, RE2::Arg(&pre_mac), RE2::Arg(&oui), 266 re2::StringPiece pre_mac, oui, nic;
84 RE2::Arg(&nic))) { 267 while (FindAndConsumeAndGetSkipped(&text, *mac_re, &skipped, &oui, &nic)) {
85 // Look up the MAC address in the hash. 268 // Look up the MAC address in the hash.
86 oui = base::ToLowerASCII(oui); 269 std::string oui_string = base::ToLowerASCII(oui.as_string());
87 nic = base::ToLowerASCII(nic); 270 std::string nic_string = base::ToLowerASCII(nic.as_string());
88 std::string mac = oui + ":" + nic; 271 std::string mac = oui_string + ":" + nic_string;
89 std::string replacement_mac = mac_addresses_[mac]; 272 std::string replacement_mac = mac_addresses_[mac];
90 if (replacement_mac.empty()) { 273 if (replacement_mac.empty()) {
91 // If not found, build up a replacement MAC address by generating a new 274 // If not found, build up a replacement MAC address by generating a new
92 // NIC part. 275 // NIC part.
93 int mac_id = mac_addresses_.size(); 276 int mac_id = mac_addresses_.size();
94 replacement_mac = base::StringPrintf( 277 replacement_mac = base::StringPrintf(
95 "%s:%02x:%02x:%02x", oui.c_str(), (mac_id & 0x00ff0000) >> 16, 278 "%s:%02x:%02x:%02x", oui_string.c_str(), (mac_id & 0x00ff0000) >> 16,
96 (mac_id & 0x0000ff00) >> 8, (mac_id & 0x000000ff)); 279 (mac_id & 0x0000ff00) >> 8, (mac_id & 0x000000ff));
97 mac_addresses_[mac] = replacement_mac; 280 mac_addresses_[mac] = replacement_mac;
98 } 281 }
99 282
100 result += pre_mac; 283 skipped.AppendToString(&result);
101 result += replacement_mac; 284 result += replacement_mac;
102 } 285 }
103 286
104 text.AppendToString(&result); 287 text.AppendToString(&result);
105 return result; 288 return result;
106 } 289 }
107 290
108 std::string AnonymizerTool::AnonymizeCustomPatterns(std::string input) { 291 std::string AnonymizerTool::AnonymizeCustomPatterns(std::string input) {
109 for (size_t i = 0; i < arraysize(kCustomPatterns); i++) { 292 for (size_t i = 0; i < arraysize(kCustomPatternsWithContext); i++) {
110 input = 293 input =
111 AnonymizeCustomPattern(input, kCustomPatterns[i], &custom_patterns_[i]); 294 AnonymizeCustomPatternWithContext(input, kCustomPatternsWithContext[i],
295 &custom_patterns_with_context_[i]);
296 }
297 for (size_t i = 0; i < arraysize(kCustomPatternsWithoutContext); i++) {
298 input = AnonymizeCustomPatternWithoutContext(
299 input, kCustomPatternsWithoutContext[i],
300 &custom_patterns_without_context_[i]);
112 } 301 }
113 return input; 302 return input;
114 } 303 }
115 304
116 // static 305 std::string AnonymizerTool::AnonymizeCustomPatternWithContext(
117 std::string AnonymizerTool::AnonymizeCustomPattern(
118 const std::string& input, 306 const std::string& input,
119 const std::string& pattern, 307 const std::string& pattern,
120 std::map<std::string, std::string>* identifier_space) { 308 std::map<std::string, std::string>* identifier_space) {
121 RE2::Options options; 309 RE2* re = GetRegExp(pattern);
122 // set_multiline of pcre is not supported by RE2, yet. 310 DCHECK_EQ(3, re->NumberOfCapturingGroups());
123 options.set_dot_nl(true); // Dot matches a new line.
124 RE2 re("(.*?)" + pattern, options);
125 DCHECK_EQ(4, re.NumberOfCapturingGroups());
126 311
127 std::string result; 312 std::string result;
128 result.reserve(input.size()); 313 result.reserve(input.size());
129 314
130 // Keep consuming, building up a result string as we go. 315 // Keep consuming, building up a result string as we go.
131 re2::StringPiece text(input); 316 re2::StringPiece text(input);
132 std::string pre_match, pre_matched_id, matched_id, post_matched_id; 317 re2::StringPiece skipped;
133 while (RE2::Consume(&text, re, RE2::Arg(&pre_match), 318 re2::StringPiece pre_match, pre_matched_id, matched_id, post_matched_id;
134 RE2::Arg(&pre_matched_id), RE2::Arg(&matched_id), 319 while (FindAndConsumeAndGetSkipped(&text, *re, &skipped, &pre_matched_id,
135 RE2::Arg(&post_matched_id))) { 320 &matched_id, &post_matched_id)) {
136 std::string replacement_id = (*identifier_space)[matched_id]; 321 std::string matched_id_as_string = matched_id.as_string();
322 std::string replacement_id = (*identifier_space)[matched_id_as_string];
137 if (replacement_id.empty()) { 323 if (replacement_id.empty()) {
138 replacement_id = base::IntToString(identifier_space->size()); 324 replacement_id = base::IntToString(identifier_space->size());
139 (*identifier_space)[matched_id] = replacement_id; 325 (*identifier_space)[matched_id_as_string] = replacement_id;
140 } 326 }
141 327
142 result += pre_match; 328 skipped.AppendToString(&result);
143 result += pre_matched_id; 329 pre_matched_id.AppendToString(&result);
144 result += replacement_id; 330 result += replacement_id;
145 result += post_matched_id; 331 post_matched_id.AppendToString(&result);
146 } 332 }
147 text.AppendToString(&result); 333 text.AppendToString(&result);
148 return result; 334 return result;
335 }
336
337 std::string AnonymizerTool::AnonymizeCustomPatternWithoutContext(
338 const std::string& input,
339 const CustomPatternWithoutContext& pattern,
340 std::map<std::string, std::string>* identifier_space) {
341 RE2* re = GetRegExp(pattern.pattern);
342 DCHECK_EQ(1, re->NumberOfCapturingGroups());
343
344 std::string result;
345 result.reserve(input.size());
346
347 // Keep consuming, building up a result string as we go.
348 re2::StringPiece text(input);
349 re2::StringPiece skipped;
350 re2::StringPiece matched_id;
351 while (FindAndConsumeAndGetSkipped(&text, *re, &skipped, &matched_id)) {
352 std::string matched_id_as_string = matched_id.as_string();
353 std::string replacement_id = (*identifier_space)[matched_id_as_string];
354 if (replacement_id.empty()) {
355 // The weird Uint64toString trick is because Windows does not like to deal
356 // with %zu and a size_t in printf, nor does it support %llu.
357 replacement_id = base::StringPrintf(
358 "<%s: %s>", pattern.alias,
359 base::Uint64ToString(identifier_space->size()).c_str());
360 (*identifier_space)[matched_id_as_string] = replacement_id;
361 }
362
363 skipped.AppendToString(&result);
364 result += replacement_id;
365 }
366 text.AppendToString(&result);
367 return result;
149 } 368 }
150 369
151 } // namespace feedback 370 } // namespace feedback
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