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https://github.com/ggml-org/llama.cpp.git
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common
: add partial regex support (#12808)
* move string_find_partial_stop & string_ends_with to common * add common_regex (supports partial matches) Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> * Update common/regex-partial.cpp Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> * Update common/regex-partial.cpp Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> * Update common/regex-partial.h Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> * partial regex: add missing iterator end checks * string utils: use string_views * direct throw to avoid ggml.h include * regex-partial: replace missed ggml_asserts --------- Co-authored-by: ochafik <ochafik@google.com> Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
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@ -144,6 +144,7 @@ endif()
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llama_build_and_test(test-log.cpp)
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llama_build_and_test(test-chat-template.cpp)
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llama_build_and_test(test-regex-partial.cpp)
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# this fails on windows (github hosted runner) due to curl DLL not found (exit code 0xc0000135)
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if (NOT WIN32)
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288
tests/test-regex-partial.cpp
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288
tests/test-regex-partial.cpp
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@ -0,0 +1,288 @@
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// Tests common_regex (esp. its partial final matches support).
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#include "common.h"
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#include "regex-partial.h"
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#include <sstream>
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#include <iostream>
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#include <optional>
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template <class T> static void assert_equals(const T & expected, const T & actual) {
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if (expected != actual) {
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std::cerr << "Expected: " << expected << std::endl;
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std::cerr << " Actual: " << actual << std::endl;
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std::cerr << std::flush;
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throw std::runtime_error("Test failed");
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}
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}
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struct test_case {
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std::string pattern;
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struct input_output {
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std::string input;
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common_regex_match output;
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};
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std::vector<input_output> inputs_outputs;
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};
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static std::string common_regex_match_type_name(common_regex_match_type type) {
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switch (type) {
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case COMMON_REGEX_MATCH_TYPE_NONE:
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return "COMMON_REGEX_MATCH_TYPE_NONE";
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case COMMON_REGEX_MATCH_TYPE_PARTIAL:
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return "COMMON_REGEX_MATCH_TYPE_PARTIAL";
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case COMMON_REGEX_MATCH_TYPE_FULL:
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return "COMMON_REGEX_MATCH_TYPE_FULL";
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}
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return "?";
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}
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static void test_regex() {
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printf("[%s]\n", __func__);
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auto test = [](const test_case & test_case) {
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common_regex cr(test_case.pattern);
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std::cout << "Testing pattern: /" << test_case.pattern << "/\n";
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// std::cout << " partial rev: " << cr.reversed_partial_pattern.str() << '\n';
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for (const auto & input_output : test_case.inputs_outputs) {
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std::cout << " Input: " << input_output.input << '\n';
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auto m = cr.search(input_output.input, 0);
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if (m != input_output.output) {
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auto match_to_str = [&](const std::optional<common_regex_match> & m) {
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std::ostringstream ss;
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if (m->type == COMMON_REGEX_MATCH_TYPE_NONE) {
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ss << "<no match>";
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} else {
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GGML_ASSERT(!input_output.output.groups.empty());
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std::vector<std::string> parts;
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for (const auto & g : m->groups) {
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parts.push_back("{" + std::to_string(g.begin) + ", " + std::to_string(g.end) + "}");
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}
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ss << "{" << common_regex_match_type_name(m->type) << ", {" << string_join(parts, ", ") << "}}";
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}
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return ss.str();
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};
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std::cout << " Expected: " << match_to_str(input_output.output) << '\n';
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std::cout << " Got: " << match_to_str(m) << '\n';
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std::cout << " Inverted pattern: /" << regex_to_reversed_partial_regex(test_case.pattern) << "/\n";
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throw std::runtime_error("Test failed");
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}
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}
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};
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test({
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"a",
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{
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{"a", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 1}}}},
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{"b", {COMMON_REGEX_MATCH_TYPE_NONE, {}}},
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{"ab", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 1}}}},
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{"ba", {COMMON_REGEX_MATCH_TYPE_FULL, {{1, 2}}}},
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}
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});
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test({
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"abcd",
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{
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{"abcd", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 4}}}},
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{"abcde", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 4}}}},
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{"abc", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 3}}}},
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{"ab", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 2}}}},
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{"a", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 1}}}},
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{"d", {}},
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{"bcd", {}},
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{"cde", {}},
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{"cd", {}},
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{"yeah ab", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{5, 7}}}},
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{"abbie", {}},
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{"", {}},
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}
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});
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test({
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".*?ab",
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{
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{"ab", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 2}}}},
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{"abc", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 2}}}},
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{"dab", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 3}}}},
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{"dabc", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 3}}}},
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{"da", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 2}}}},
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{"d", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 1}}}},
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}
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});
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test({
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"a.*?b",
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{
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{"ab", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 2}}}},
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{"abc", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 2}}}},
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{"a b", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 3}}}},
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{"a", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 1}}}},
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{"argh", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 4}}}},
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{"d", {}},
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{"b", {}},
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}
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});
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test({
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"ab(?:cd){2,4}ef",
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{
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// {"ab", {COMMON_REGEX_MATCH_TYPE_PARTIAL, 0, {}}},
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{"ab", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 2}}}},
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{"abcd", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 4}}}},
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{"abcde", {}},
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{"abcdef", {}},
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{"abcdcd", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 6}}}},
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{"abcdcde", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 7}}}},
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{"abcdcdef", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 8}}}},
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{"abcdcdcdcdef", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 12}}}},
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{"abcdcdcdcdcdef", {}},
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{"abcde", {}},
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{"yea", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{2, 3}}}},
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}
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});
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test({
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"a(?:rte| pure )fact",
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{
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{"a", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 1}}}},
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{"art", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 3}}}},
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{"artefa", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 6}}}},
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{"fact", {}},
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{"an arte", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{3, 7}}}},
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{"artefact", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 8}}}},
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{"an artefact", {COMMON_REGEX_MATCH_TYPE_FULL, {{3, 11}}}},
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{"a pure", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 6}}}},
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{"a pure fact", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 11}}}},
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{"it's a pure fact", {COMMON_REGEX_MATCH_TYPE_FULL, {{5, 16}}}},
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{"" , {}},
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{"pure", {}},
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{"pure fact", {}},
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}
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});
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test({
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"abc",
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{
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{" abcc", {COMMON_REGEX_MATCH_TYPE_FULL, {{1, 4}}}},
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{"ab", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 2}}}},
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{"abc", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 3}}}},
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{" ab", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{1, 3}}}},
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{"a", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 1}}}},
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{"b", {}},
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{"c", {}},
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{"", {}},
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}
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});
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test({
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"(?:abc)?\\s*def",
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{
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{"ab", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 2}}}},
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{"abc", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 3}}}},
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{"abc ", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 4}}}},
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{"abc d", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 5}}}},
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{"abc de", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 6}}}},
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{"abc def", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 7}}}},
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{"abc defg", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 7}}}},
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{"abc defgh", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 7}}}},
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{"abcde", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 5}}}},
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{"abcdefgh", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 6}}}},
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{" d", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 2}}}},
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{"def", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 3}}}},
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}
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});
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test({
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"a+b",
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{
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{"aaab", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 4}}}},
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{"aaa", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 3}}}},
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{"ab", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 2}}}},
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}
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});
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test({
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"(?:"
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"(```(?:xml|json)?\\n\\s*)?" // match 1 (block_start)
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"(" // match 2 (open_tag)
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"<tool_call>"
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"|<function_call>"
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"|<tool>"
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"|<tools>"
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"|<response>"
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"|<json>"
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"|<xml>"
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"|<JSON>"
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")?"
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"(\\s*\\{\\s*\"name\"\\s*:)" // match 3 (named tool call)
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")"
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"|<function=([^>]+)>" // match 4 (function name)
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"|<function name=\"([^\"]+)\">", // match 5 (function name again)
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{
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{"{\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 8}, {54, 54}, {54, 54}, {0, 8}, {54, 54}, {54, 54}}}},
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{"<tool_call> {\"name", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 18}}}},
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{"<tool_call>{\"name", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 17}}}},
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{"Let's call something\n<tool_call>{\"name", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{21, 38}}}},
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{"Ok then<tool_call>{\"name", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{7, 24}}}},
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{"{\"name", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{0, 6}}}},
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{"Ok then{\"name", {COMMON_REGEX_MATCH_TYPE_PARTIAL, {{7, 13}}}},
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{"<tool_call> {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 20}, {66, 66}, {0, 11}, {11, 20}, {66, 66}, {66, 66}}}},
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{"<function_call> {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 24}, {70, 70}, {0, 15}, {15, 24}, {70, 70}, {70, 70}}}},
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{"<function name=\"special_function\"> {\"name\": \"special_function\", \"arguments\": {\"arg1\": 1}}", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 34}, {89, 89}, {89, 89}, {89, 89}, {89, 89}, {16, 32}}}},
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{"<function=all>", {COMMON_REGEX_MATCH_TYPE_FULL, {{0, 14}, {14, 14}, {14, 14}, {14, 14}, {10, 13}, {14, 14}}}},
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}
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});
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}
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static void test_regex_to_reversed_partial_regex() {
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printf("[%s]\n", __func__);
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assert_equals<std::string>(
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"((?:(?:c)?b)?a)[\\s\\S]*",
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regex_to_reversed_partial_regex("abc"));
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assert_equals<std::string>(
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"(a+)[\\s\\S]*",
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regex_to_reversed_partial_regex("a+"));
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assert_equals<std::string>(
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"(a*)[\\s\\S]*",
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regex_to_reversed_partial_regex("a*"));
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assert_equals<std::string>(
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"(a?)[\\s\\S]*",
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regex_to_reversed_partial_regex("a?"));
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assert_equals<std::string>(
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"([a-z])[\\s\\S]*",
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regex_to_reversed_partial_regex("[a-z]"));
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assert_equals<std::string>(
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"((?:\\w+)?[a-z])[\\s\\S]*",
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regex_to_reversed_partial_regex("[a-z]\\w+"));
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assert_equals<std::string>(
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"((?:a|b))[\\s\\S]*",
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regex_to_reversed_partial_regex("(?:a|b)"));
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assert_equals<std::string>(
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"((?:(?:(?:d)?c)?b)?a)[\\s\\S]*",
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regex_to_reversed_partial_regex("abcd"));
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assert_equals<std::string>(
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"((?:b)?a*)[\\s\\S]*", // TODO: ((?:b)?a*+).* ??
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regex_to_reversed_partial_regex("a*b"));
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assert_equals<std::string>(
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"((?:(?:b)?a)?.*)[\\s\\S]*",
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regex_to_reversed_partial_regex(".*?ab"));
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assert_equals<std::string>(
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"((?:(?:b)?.*)?a)[\\s\\S]*",
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regex_to_reversed_partial_regex("a.*?b"));
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assert_equals<std::string>(
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"((?:(?:d)?(?:(?:c)?b))?a)[\\s\\S]*",
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regex_to_reversed_partial_regex("a(bc)d"));
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assert_equals<std::string>(
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"((?:(?:(?:c)?b|(?:e)?d))?a)[\\s\\S]*",
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regex_to_reversed_partial_regex("a(bc|de)"));
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assert_equals<std::string>(
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"((?:(?:(?:(?:(?:c)?b?)?b?)?b)?b)?a)[\\s\\S]*",
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regex_to_reversed_partial_regex("ab{2,4}c"));
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}
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int main() {
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test_regex_to_reversed_partial_regex();
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test_regex();
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std::cout << "All tests passed.\n";
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}
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