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llama.cpp/tests/test-grammar-parser.cpp
Georgi Gerganov df270ef745
llama : refactor sampling v2 (#9294) 
- Add `struct llama_sampler` and `struct llama_sampler_i`
- Add `llama_sampler_` API
- Add `llama_sampler_chain_` API for chaining multiple samplers
- Remove `LLAMA_API_INTERNAL`
- Add `llama_perf_` API and remove old `llama_print_timings` and `llama_reset_timings`
2024-09-07 15:16:19 +03:00

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#ifdef NDEBUG
#undef NDEBUG
#endif
#include "llama.h"
#include "llama-grammar.h"
#include <cassert>
static const char * type_str(llama_gretype type) {
switch (type) {
case LLAMA_GRETYPE_CHAR: return "LLAMA_GRETYPE_CHAR";
case LLAMA_GRETYPE_CHAR_NOT: return "LLAMA_GRETYPE_CHAR_NOT";
case LLAMA_GRETYPE_CHAR_ALT: return "LLAMA_GRETYPE_CHAR_ALT";
case LLAMA_GRETYPE_CHAR_RNG_UPPER: return "LLAMA_GRETYPE_CHAR_RNG_UPPER";
case LLAMA_GRETYPE_RULE_REF: return "LLAMA_GRETYPE_RULE_REF";
case LLAMA_GRETYPE_ALT: return "LLAMA_GRETYPE_ALT";
case LLAMA_GRETYPE_END: return "LLAMA_GRETYPE_END";
default: return "?";
}
}
static void verify_parsing(const char *grammar_bytes, const std::vector<std::pair<std::string, uint32_t>> expected, const std::vector<llama_grammar_element> &expected_rules) {
uint32_t index = 0;
llama_grammar_parser parsed_grammar;
parsed_grammar.parse(grammar_bytes);
std::map<uint32_t, std::string> symbol_names;
for (auto it = parsed_grammar.symbol_ids.begin(); it != parsed_grammar.symbol_ids.end(); ++it) {
symbol_names[it->second] = it->first;
}
auto print_all = [&]() {
fprintf(stderr, " verify_parsing(R\"\"\"(%s)\"\"\", {\n", grammar_bytes);
for (auto it = parsed_grammar.symbol_ids.begin(); it != parsed_grammar.symbol_ids.end(); ++it) {
fprintf(stderr, " {\"%s\", %u},\n", it->first.c_str(), it->second);
}
fprintf(stderr, " }, {\n");
for (size_t i_rule = 0; i_rule < parsed_grammar.rules.size(); i_rule++) {
fprintf(stderr, " // %s (index %zu)\n", symbol_names[i_rule].c_str(), i_rule);
auto & rule = parsed_grammar.rules[i_rule];
for (uint32_t i = 0; i < rule.size(); i++) {
std::string rule_str;
fprintf(stderr, " {%s, ", type_str(rule[i].type));
if (rule[i].type == LLAMA_GRETYPE_CHAR || rule[i].type == LLAMA_GRETYPE_CHAR_ALT ||
rule[i].type == LLAMA_GRETYPE_CHAR_NOT || rule[i].type == LLAMA_GRETYPE_CHAR_RNG_UPPER) {
char c = rule[i].value;
if (c == '\n') {
fprintf(stderr, "'\\n'");
} else if (c == '\t') {
fprintf(stderr, "'\\t'");
} else if (c == '\r') {
fprintf(stderr, "'\\r'");
} else if (c == '\0') {
fprintf(stderr, "'\\0'");
} else {
fprintf(stderr, "'%c'", c);
}
} else if (rule[i].type == LLAMA_GRETYPE_RULE_REF) {
fprintf(stderr, "/* %s */ %u", symbol_names[rule[i].value].c_str(), rule[i].value);
} else {
fprintf(stderr, "%u", rule[i].value);
}
fprintf(stderr, "},\n");
}
}
fprintf(stderr, " });\n");
};
if (getenv("TEST_GRAMMAR_PARSER_PRINT_ALL")) {
print_all();
fprintf(stderr, "\n");
return;
}
fprintf(stderr, "Testing grammar:%s\n", grammar_bytes);
if (parsed_grammar.symbol_ids.size() != expected.size()) {
fprintf(stderr, "Code to update expectation (set TEST_GRAMMAR_PARSER_PRINT_ALL=1 to print all):\n");
print_all();
assert(parsed_grammar.symbol_ids.size() == expected.size());
}
for (auto it = parsed_grammar.symbol_ids.begin(); it != parsed_grammar.symbol_ids.end(); ++it)
{
std::string key = it->first;
uint32_t value = it->second;
std::pair<std::string, uint32_t> expected_pair = expected[index];
// pretty print error message before asserting
if (expected_pair.first != key || expected_pair.second != value)
{
fprintf(stderr, "index: %u\n", index);
fprintf(stderr, "expected_pair: %s, %u\n", expected_pair.first.c_str(), expected_pair.second);
fprintf(stderr, "actual_pair: %s, %u\n", key.c_str(), value);
fprintf(stderr, "expected_pair != actual_pair\n");
fprintf(stderr, "Code to update expectation (set TEST_GRAMMAR_PARSER_PRINT_ALL=1 to print all):\n");
print_all();
}
assert(expected_pair.first == key && expected_pair.second == value);
index++;
}
index = 0;
for (auto rule : parsed_grammar.rules)
{
// compare rule to expected rule
for (uint32_t i = 0; i < rule.size(); i++)
{
llama_grammar_element element = rule[i];
llama_grammar_element expected_element = expected_rules[index];
// pretty print error message before asserting
if (expected_element.type != element.type || expected_element.value != element.value)
{
fprintf(stderr, "index: %u\n", index);
fprintf(stderr, "expected_element: %s, %u\n", type_str(expected_element.type), expected_element.value);
fprintf(stderr, "actual_element: %s, %u\n", type_str(element.type), element.value);
fprintf(stderr, "expected_element != actual_element\n");
fprintf(stderr, "all elements:\n");
fprintf(stderr, "Code to update expectation (set TEST_GRAMMAR_PARSER_PRINT_ALL=1 to print all):\n");
print_all();
}
assert(expected_element.type == element.type && expected_element.value == element.value);
index++;
}
}
}
static void verify_failure(const char * grammar_bytes) {
fprintf(stderr, "Testing expected failure:%s\n", grammar_bytes);
llama_grammar_parser result;
result.parse(grammar_bytes);
assert(result.rules.empty() && "should have failed");
}
int main()
{
verify_failure(R"""(
root ::= "a"{,}"
)""");
verify_failure(R"""(
root ::= "a"{,10}"
)""");
verify_parsing(R"""(
root ::= "a"
)""", {
{"root", 0},
}, {
// root (index 0)
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_END, 0},
});
verify_parsing(R"""(
root ::= "a" | [bdx-z] | [^1-3]
)""", {
{"root", 0},
}, {
// root (index 0)
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_CHAR, 'b'},
{LLAMA_GRETYPE_CHAR_ALT, 'd'},
{LLAMA_GRETYPE_CHAR_ALT, 'x'},
{LLAMA_GRETYPE_CHAR_RNG_UPPER, 'z'},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_CHAR_NOT, '1'},
{LLAMA_GRETYPE_CHAR_RNG_UPPER, '3'},
{LLAMA_GRETYPE_END, 0},
});
verify_parsing(R"""(
root ::= a+
a ::= "a"
)""", {
{"a", 1},
{"root", 0},
{"root_2", 2},
}, {
// root (index 0)
{LLAMA_GRETYPE_RULE_REF, /* a */ 1},
{LLAMA_GRETYPE_RULE_REF, /* root_2 */ 2},
{LLAMA_GRETYPE_END, 0},
// a (index 1)
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_END, 0},
// root_2 (index 2)
{LLAMA_GRETYPE_RULE_REF, /* a */ 1},
{LLAMA_GRETYPE_RULE_REF, /* root_2 */ 2},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_END, 0},
});
verify_parsing(R"""(
root ::= "a"+
)""", {
{"root", 0},
{"root_1", 1},
}, {
// root (index 0)
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_RULE_REF, /* root_1 */ 1},
{LLAMA_GRETYPE_END, 0},
// root_1 (index 1)
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_RULE_REF, /* root_1 */ 1},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_END, 0},
});
verify_parsing(R"""(
root ::= a?
a ::= "a"
)""", {
{"a", 1},
{"root", 0},
{"root_2", 2},
}, {
// root (index 0)
{LLAMA_GRETYPE_RULE_REF, /* root_2 */ 2},
{LLAMA_GRETYPE_END, 0},
// a (index 1)
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_END, 0},
// root_2 (index 2)
{LLAMA_GRETYPE_RULE_REF, /* a */ 1},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_END, 0},
});
verify_parsing(R"""(
root ::= "a"?
)""", {
{"root", 0},
{"root_1", 1},
}, {
// root (index 0)
{LLAMA_GRETYPE_RULE_REF, /* root_1 */ 1},
{LLAMA_GRETYPE_END, 0},
// root_1 (index 1)
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_END, 0},
});
verify_parsing(R"""(
root ::= a*
a ::= "a"
)""", {
{"a", 1},
{"root", 0},
{"root_2", 2},
}, {
// root (index 0)
{LLAMA_GRETYPE_RULE_REF, /* root_2 */ 2},
{LLAMA_GRETYPE_END, 0},
// a (index 1)
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_END, 0},
// root_2 (index 2)
{LLAMA_GRETYPE_RULE_REF, /* a */ 1},
{LLAMA_GRETYPE_RULE_REF, /* root_2 */ 2},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_END, 0},
});
verify_parsing(R"""(
root ::= "a"*
)""", {
{"root", 0},
{"root_1", 1},
}, {
// root (index 0)
{LLAMA_GRETYPE_RULE_REF, /* root_1 */ 1},
{LLAMA_GRETYPE_END, 0},
// root_1 (index 1)
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_RULE_REF, /* root_1 */ 1},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_END, 0},
});
verify_parsing(R"""(
root ::= "a"{2}
)""", {
{"root", 0},
}, {
// root (index 0)
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_END, 0},
});
verify_parsing(R"""(
root ::= "a"{2,}
)""", {
{"root", 0},
{"root_1", 1},
}, {
// root (index 0)
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_RULE_REF, /* root_1 */ 1},
{LLAMA_GRETYPE_END, 0},
// root_1 (index 1)
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_RULE_REF, /* root_1 */ 1},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_END, 0},
});
verify_parsing(R"""(
root ::= "a"{ 4}
)""", {
{"root", 0},
}, {
// root (index 0)
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_END, 0},
});
verify_parsing(R"""(
root ::= "a"{2,4}
)""", {
{"root", 0},
{"root_1", 1},
{"root_2", 2},
}, {
// root (index 0)
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_RULE_REF, /* root_2 */ 2},
{LLAMA_GRETYPE_END, 0},
// root_1 (index 1)
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_END, 0},
// root_2 (index 2)
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_RULE_REF, /* root_1 */ 1},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_END, 0},
});
verify_parsing(R"""(
root ::= (expr "=" term "\n")+
expr ::= term ([-+*/] term)*
term ::= [0-9]+
)""", {
{"expr", 2},
{"expr_5", 5},
{"expr_6", 6},
{"root", 0},
{"root_1", 1},
{"root_4", 4},
{"term", 3},
{"term_7", 7},
}, {
// root (index 0)
{LLAMA_GRETYPE_RULE_REF, /* root_1 */ 1},
{LLAMA_GRETYPE_RULE_REF, /* root_4 */ 4},
{LLAMA_GRETYPE_END, 0},
// root_1 (index 1)
{LLAMA_GRETYPE_RULE_REF, /* expr */ 2},
{LLAMA_GRETYPE_CHAR, '='},
{LLAMA_GRETYPE_RULE_REF, /* term */ 3},
{LLAMA_GRETYPE_CHAR, '\n'},
{LLAMA_GRETYPE_END, 0},
// expr (index 2)
{LLAMA_GRETYPE_RULE_REF, /* term */ 3},
{LLAMA_GRETYPE_RULE_REF, /* expr_6 */ 6},
{LLAMA_GRETYPE_END, 0},
// term (index 3)
{LLAMA_GRETYPE_CHAR, '0'},
{LLAMA_GRETYPE_CHAR_RNG_UPPER, '9'},
{LLAMA_GRETYPE_RULE_REF, /* term_7 */ 7},
{LLAMA_GRETYPE_END, 0},
// root_4 (index 4)
{LLAMA_GRETYPE_RULE_REF, /* root_1 */ 1},
{LLAMA_GRETYPE_RULE_REF, /* root_4 */ 4},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_END, 0},
// expr_5 (index 5)
{LLAMA_GRETYPE_CHAR, '-'},
{LLAMA_GRETYPE_CHAR_ALT, '+'},
{LLAMA_GRETYPE_CHAR_ALT, '*'},
{LLAMA_GRETYPE_CHAR_ALT, '/'},
{LLAMA_GRETYPE_RULE_REF, /* term */ 3},
{LLAMA_GRETYPE_END, 0},
// expr_6 (index 6)
{LLAMA_GRETYPE_RULE_REF, /* expr_5 */ 5},
{LLAMA_GRETYPE_RULE_REF, /* expr_6 */ 6},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_END, 0},
// term_7 (index 7)
{LLAMA_GRETYPE_CHAR, '0'},
{LLAMA_GRETYPE_CHAR_RNG_UPPER, '9'},
{LLAMA_GRETYPE_RULE_REF, /* term_7 */ 7},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_END, 0},
});
verify_parsing(R"""(
root ::= (expr "=" ws term "\n")+
expr ::= term ([-+*/] term)*
term ::= ident | num | "(" ws expr ")" ws
ident ::= [a-z] [a-z0-9_]* ws
num ::= [0-9]+ ws
ws ::= [ \t\n]*
)""", {
{"expr", 2},
{"expr_6", 6},
{"expr_7", 7},
{"ident", 8},
{"ident_10", 10},
{"num", 9},
{"num_11", 11},
{"root", 0},
{"root_1", 1},
{"root_5", 5},
{"term", 4},
{"ws", 3},
{"ws_12", 12},
}, {
// root (index 0)
{LLAMA_GRETYPE_RULE_REF, /* root_1 */ 1},
{LLAMA_GRETYPE_RULE_REF, /* root_5 */ 5},
{LLAMA_GRETYPE_END, 0},
// root_1 (index 1)
{LLAMA_GRETYPE_RULE_REF, /* expr */ 2},
{LLAMA_GRETYPE_CHAR, '='},
{LLAMA_GRETYPE_RULE_REF, /* ws */ 3},
{LLAMA_GRETYPE_RULE_REF, /* term */ 4},
{LLAMA_GRETYPE_CHAR, '\n'},
{LLAMA_GRETYPE_END, 0},
// expr (index 2)
{LLAMA_GRETYPE_RULE_REF, /* term */ 4},
{LLAMA_GRETYPE_RULE_REF, /* expr_7 */ 7},
{LLAMA_GRETYPE_END, 0},
// ws (index 3)
{LLAMA_GRETYPE_RULE_REF, /* ws_12 */ 12},
{LLAMA_GRETYPE_END, 0},
// term (index 4)
{LLAMA_GRETYPE_RULE_REF, /* ident */ 8},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_RULE_REF, /* num */ 9},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_CHAR, '('},
{LLAMA_GRETYPE_RULE_REF, /* ws */ 3},
{LLAMA_GRETYPE_RULE_REF, /* expr */ 2},
{LLAMA_GRETYPE_CHAR, ')'},
{LLAMA_GRETYPE_RULE_REF, /* ws */ 3},
{LLAMA_GRETYPE_END, 0},
// root_5 (index 5)
{LLAMA_GRETYPE_RULE_REF, /* root_1 */ 1},
{LLAMA_GRETYPE_RULE_REF, /* root_5 */ 5},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_END, 0},
// expr_6 (index 6)
{LLAMA_GRETYPE_CHAR, '-'},
{LLAMA_GRETYPE_CHAR_ALT, '+'},
{LLAMA_GRETYPE_CHAR_ALT, '*'},
{LLAMA_GRETYPE_CHAR_ALT, '/'},
{LLAMA_GRETYPE_RULE_REF, /* term */ 4},
{LLAMA_GRETYPE_END, 0},
// expr_7 (index 7)
{LLAMA_GRETYPE_RULE_REF, /* expr_6 */ 6},
{LLAMA_GRETYPE_RULE_REF, /* expr_7 */ 7},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_END, 0},
// ident (index 8)
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_CHAR_RNG_UPPER, 'z'},
{LLAMA_GRETYPE_RULE_REF, /* ident_10 */ 10},
{LLAMA_GRETYPE_RULE_REF, /* ws */ 3},
{LLAMA_GRETYPE_END, 0},
// num (index 9)
{LLAMA_GRETYPE_CHAR, '0'},
{LLAMA_GRETYPE_CHAR_RNG_UPPER, '9'},
{LLAMA_GRETYPE_RULE_REF, /* num_11 */ 11},
{LLAMA_GRETYPE_RULE_REF, /* ws */ 3},
{LLAMA_GRETYPE_END, 0},
// ident_10 (index 10)
{LLAMA_GRETYPE_CHAR, 'a'},
{LLAMA_GRETYPE_CHAR_RNG_UPPER, 'z'},
{LLAMA_GRETYPE_CHAR_ALT, '0'},
{LLAMA_GRETYPE_CHAR_RNG_UPPER, '9'},
{LLAMA_GRETYPE_CHAR_ALT, '_'},
{LLAMA_GRETYPE_RULE_REF, /* ident_10 */ 10},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_END, 0},
// num_11 (index 11)
{LLAMA_GRETYPE_CHAR, '0'},
{LLAMA_GRETYPE_CHAR_RNG_UPPER, '9'},
{LLAMA_GRETYPE_RULE_REF, /* num_11 */ 11},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_END, 0},
// ws_12 (index 12)
{LLAMA_GRETYPE_CHAR, ' '},
{LLAMA_GRETYPE_CHAR_ALT, '\t'},
{LLAMA_GRETYPE_CHAR_ALT, '\n'},
{LLAMA_GRETYPE_RULE_REF, /* ws_12 */ 12},
{LLAMA_GRETYPE_ALT, 0},
{LLAMA_GRETYPE_END, 0},
});
return 0;
}
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