#ifdef NDEBUG #undef NDEBUG #endif #define LLAMA_API_INTERNAL #include "ggml.h" #include "llama.h" #include "grammar-parser.h" #include "unicode.h" #include #include static void test_simple_grammar() { // Test case for a simple grammar const std::string grammar_str = R"""(root ::= expr expr ::= term ("+" term)* term ::= number number ::= [0-9]+)"""; grammar_parser::parse_state parsed_grammar = grammar_parser::parse(grammar_str.c_str()); // Ensure we parsed correctly assert(!parsed_grammar.rules.empty()); // Ensure we have a root node assert(!(parsed_grammar.symbol_ids.find("root") == parsed_grammar.symbol_ids.end())); std::vector grammar_rules(parsed_grammar.c_rules()); llama_grammar* grammar = llama_grammar_init( grammar_rules.data(), grammar_rules.size(), parsed_grammar.symbol_ids.at("root")); std::string input = "123+456"; auto decoded = decode_utf8(input, {}); const auto & code_points = decoded.first; for (auto it = code_points.begin(), end = code_points.end() - 1; it != end; ++it) { auto prev_stacks = grammar->stacks; grammar->stacks = llama_grammar_accept(grammar->rules, grammar->stacks, *it); assert(!grammar->stacks.empty()); } bool completed_grammar = false; for (const auto & stack : grammar->stacks) { if (stack.empty()) { completed_grammar = true; break; } } assert(completed_grammar); // Clean up allocated memory llama_grammar_free(grammar); } static void test_complex_grammar() { // Test case for a more complex grammar, with both failure strings and success strings const std::string grammar_str = R"""(root ::= expression expression ::= term ws (("+"|"-") ws term)* term ::= factor ws (("*"|"/") ws factor)* factor ::= number | variable | "(" expression ")" | function-call number ::= [0-9]+ variable ::= [a-zA-Z_][a-zA-Z0-9_]* function-call ::= variable ws "(" (expression ("," ws expression)*)? ")" ws ::= [ \t\n\r]?)"""; grammar_parser::parse_state parsed_grammar = grammar_parser::parse(grammar_str.c_str()); // Ensure we parsed correctly assert(!parsed_grammar.rules.empty()); // Ensure we have a root node assert(!(parsed_grammar.symbol_ids.find("root") == parsed_grammar.symbol_ids.end())); std::vector grammar_rules(parsed_grammar.c_rules()); llama_grammar* grammar = llama_grammar_init( grammar_rules.data(), grammar_rules.size(), parsed_grammar.symbol_ids.at("root")); // Save the original grammar stacks so that we can reset after every new string we want to test auto original_stacks = grammar->stacks; // Test a few strings std::vector test_strings_pass = { "42", "1*2*3*4*5", "x", "x+10", "x1+y2", "(a+b)*(c-d)", "func()", "func(x,y+2)", "a*(b+c)-d/e", "f(g(x),h(y,z))", "x + 10", "x1 + y2", "(a + b) * (c - d)", "func()", "func(x, y + 2)", "a * (b + c) - d / e", "f(g(x), h(y, z))", "123+456", "123*456*789-123/456+789*123", "123+456*789-123/456+789*123-456/789+123*456-789/123+456*789-123/456+789*123-456" }; std::vector test_strings_fail = { "+", "/ 3x", "x + + y", "a * / b", "func(,)", "func(x y)", "(a + b", "x + y)", "a + b * (c - d", "42 +", "x +", "x + 10 +", "(a + b) * (c - d", "func(", "func(x, y + 2", "a * (b + c) - d /", "f(g(x), h(y, z)", "123+456*789-123/456+789*123-456/789+123*456-789/123+456*789-123/456+789*123-456/", }; // Passing strings for (const auto & test_string : test_strings_pass) { auto decoded = decode_utf8(test_string, {}); const auto & code_points = decoded.first; int pos = 0; for (auto it = code_points.begin(), end = code_points.end() - 1; it != end; ++it) { ++pos; auto prev_stacks = grammar->stacks; grammar->stacks = llama_grammar_accept(grammar->rules, grammar->stacks, *it); // Expect that each code point will not cause the grammar to fail if (grammar->stacks.empty()) { fprintf(stdout, "Error at position %d\n", pos); fprintf(stderr, "Unexpected character '%s'\n", unicode_cpt_to_utf8(*it).c_str()); fprintf(stderr, "Input string is %s:\n", test_string.c_str()); } assert(!grammar->stacks.empty()); } bool completed_grammar = false; for (const auto & stack : grammar->stacks) { if (stack.empty()) { completed_grammar = true; break; } } assert(completed_grammar); // Reset the grammar stacks grammar->stacks = original_stacks; } // Failing strings for (const auto & test_string : test_strings_fail) { auto decoded = decode_utf8(test_string, {}); const auto & code_points = decoded.first; bool parse_failed = false; for (auto it = code_points.begin(), end = code_points.end() - 1; it != end; ++it) { auto prev_stacks = grammar->stacks; grammar->stacks = llama_grammar_accept(grammar->rules, grammar->stacks, *it); if (grammar->stacks.empty()) { parse_failed = true; break; } assert(!grammar->stacks.empty()); } bool completed_grammar = false; for (const auto & stack : grammar->stacks) { if (stack.empty()) { completed_grammar = true; break; } } // Ensure that the grammar is not completed, or that each string failed to match as-expected assert((!completed_grammar) || parse_failed); // Reset the grammar stacks grammar->stacks = original_stacks; } // Clean up allocated memory llama_grammar_free(grammar); } static void test_failure_missing_root() { // Test case for a grammar that is missing a root rule const std::string grammar_str = R"""(rot ::= expr expr ::= term ("+" term)* term ::= number number ::= [0-9]+)"""; grammar_parser::parse_state parsed_grammar = grammar_parser::parse(grammar_str.c_str()); // Ensure we parsed correctly assert(!parsed_grammar.rules.empty()); // Ensure we do NOT have a root node assert(parsed_grammar.symbol_ids.find("root") == parsed_grammar.symbol_ids.end()); } static void test_failure_missing_reference() { // Test case for a grammar that is missing a referenced rule const std::string grammar_str = R"""(root ::= expr expr ::= term ("+" term)* term ::= numero number ::= [0-9]+)"""; fprintf(stderr, "Expected error: "); grammar_parser::parse_state parsed_grammar = grammar_parser::parse(grammar_str.c_str()); // Ensure we did NOT parsed correctly assert(parsed_grammar.rules.empty()); fprintf(stderr, "End of expected error. Test successful.\n"); } int main() { test_simple_grammar(); test_complex_grammar(); test_failure_missing_root(); test_failure_missing_reference(); return 0; }