common : add nemotron 3 parsing (#18077)
* common : expose json-schema functionality to extract type info * common : fix peg parser negation during needs_more_input * common : add some defensive measures in constructed peg parser * common : add nemotron nano 3 support * common : add nemotron nano 3 tests * remove debug line
This commit is contained in:
@@ -4,9 +4,14 @@
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using json = nlohmann::json;
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static std::string_view trim_trailing_space(std::string_view sv) {
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static std::string_view trim_trailing_space(std::string_view sv, int max = -1) {
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int count = 0;
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while (!sv.empty() && std::isspace(static_cast<unsigned char>(sv.back()))) {
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if (max != -1 && count <= max) {
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break;
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}
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sv.remove_suffix(1);
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count++;
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}
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return sv;
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}
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@@ -93,7 +98,7 @@ void common_chat_peg_constructed_mapper::map(const common_peg_ast_node & node) {
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if (is_arg_string && current_tool) {
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// Serialize to JSON, but exclude the end quote
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std::string dumped = json(node.text).dump();
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std::string dumped = json(trim_trailing_space(node.text)).dump();
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current_tool->arguments += dumped.substr(0, dumped.size() - 1);
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needs_closing_quote = true;
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}
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@@ -101,6 +106,7 @@ void common_chat_peg_constructed_mapper::map(const common_peg_ast_node & node) {
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if (is_arg_close && current_tool) {
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if (needs_closing_quote) {
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current_tool->arguments += "\"";
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needs_closing_quote = false;
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}
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}
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@@ -109,6 +115,10 @@ void common_chat_peg_constructed_mapper::map(const common_peg_ast_node & node) {
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}
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if (is_tool_close && current_tool) {
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if (needs_closing_quote) {
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current_tool->arguments += "\"";
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needs_closing_quote = false;
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}
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current_tool->arguments += "}";
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}
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}
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+140
@@ -711,6 +711,25 @@ static void foreach_function(const json & tools, const std::function<void(const
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}
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}
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static void foreach_parameter(const json & function, const std::function<void(const std::string &, const json &, bool)> & fn) {
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if (!function.contains("parameters") || !function.at("parameters").is_object()) {
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return;
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}
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const auto & params = function.at("parameters");
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if (!params.contains("properties") || !params.at("properties").is_object()) {
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return;
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}
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const auto & props = params.at("properties");
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std::set<std::string> required;
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if (params.contains("required") && params.at("required").is_array()) {
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params.at("required").get_to(required);
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}
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for (const auto & [name, prop] : props.items()) {
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bool is_required = (required.find(name) != required.end());
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fn(name, prop, is_required);
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}
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}
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static std::string apply(
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const common_chat_template & tmpl,
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const struct templates_params & inputs,
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@@ -1409,6 +1428,123 @@ static common_chat_params common_chat_params_init_nemotron_v2(const common_chat_
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return data;
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}
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static common_chat_params common_chat_params_init_nemotron_v3(const common_chat_template & tmpl, const struct templates_params & inputs) {
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common_chat_params data;
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data.prompt = apply(tmpl, inputs);
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data.format = COMMON_CHAT_FORMAT_PEG_CONSTRUCTED;
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// Handle thinking tags appropriately based on inputs.enable_thinking
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if (string_ends_with(data.prompt, "<think>\n")) {
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if (!inputs.enable_thinking) {
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data.prompt += "</think>";
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} else {
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data.thinking_forced_open = true;
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}
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}
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data.preserved_tokens = {
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"<think>",
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"</think>",
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"<tool_call>",
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"</tool_call>",
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};
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auto has_tools = inputs.tools.is_array() && !inputs.tools.empty();
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auto extract_reasoning = inputs.reasoning_format != COMMON_REASONING_FORMAT_NONE;
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auto include_grammar = true;
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auto parser = build_chat_peg_constructed_parser([&](auto & p) {
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auto reasoning = p.eps();
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if (inputs.enable_thinking && extract_reasoning) {
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auto reasoning_content = p.reasoning(p.until("</think>")) + ("</think>" | p.end());
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if (data.thinking_forced_open) {
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reasoning = reasoning_content;
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}
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}
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// Response format parser
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if (inputs.json_schema.is_object() && !inputs.json_schema.empty()) {
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return reasoning << p.content(p.schema(p.json(), "response-format", inputs.json_schema));
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}
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// Tool call parser
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if (has_tools && inputs.tool_choice != COMMON_CHAT_TOOL_CHOICE_NONE) {
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auto tool_choice = p.choice();
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foreach_function(inputs.tools, [&](const json & tool) {
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const auto & function = tool.at("function");
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std::string name = function.at("name");
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auto parameters = function.at("parameters");
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auto schema_info = common_schema_info();
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schema_info.resolve_refs(parameters);
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auto tool_open = "<function=" + p.tool_name(p.literal(name)) + ">\n";
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auto tool_close = p.literal("</function>\n");
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auto args = p.sequence();
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auto arg_string = p.rule("xml-arg-string", p.until_one_of({
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"\n</parameter>",
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"\n<parameter=",
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"\n</function>"
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}));
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foreach_parameter(function, [&](const auto & param_name, const json & param_schema, bool is_required) {
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auto rule_name = "tool-" + name + "-arg-" + param_name;
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auto arg_open = "<parameter=" + p.tool_arg_name(p.literal(param_name)) + ">\n";
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auto arg_close = p.literal("</parameter>\n");
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auto arg_value = p.eps();
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if (schema_info.resolves_to_string(param_schema)) {
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arg_value = p.tool_arg_string_value(arg_string) + "\n";
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} else {
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arg_value = p.tool_arg_json_value(p.schema(p.json(), rule_name + "-schema", param_schema));
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}
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// Model may or my not close with </parameter>
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auto arg_rule = p.rule(rule_name, p.tool_arg_open(arg_open) + arg_value + p.optional(p.tool_arg_close(arg_close)));
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args += p.repeat(arg_rule, /* min = */ is_required ? 1 : 0, /* max = */ 1);
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});
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tool_choice |= p.rule("tool-" + name, p.tool_open(tool_open) + args + p.tool_close(tool_close));
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});
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auto min_calls = inputs.tool_choice == COMMON_CHAT_TOOL_CHOICE_REQUIRED ? 1 : 0;
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auto max_calls = inputs.parallel_tool_calls ? -1 : 1;
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auto tool_call = p.rule("tool-call", "<tool_call>\n" + tool_choice + "</tool_call>" + p.space());
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auto tool_calls = p.trigger_rule("tool-call-root", p.repeat(tool_call, /* min = */ min_calls, /* max = */ max_calls));
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return reasoning << p.content(p.until("<tool_call>")) << tool_calls;
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}
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// Content only parser
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include_grammar = false;
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return reasoning << p.content(p.rest());
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});
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data.parser = parser.save();
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if (include_grammar) {
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data.grammar_lazy = has_tools && inputs.tool_choice == COMMON_CHAT_TOOL_CHOICE_AUTO;
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data.grammar = build_grammar([&](const common_grammar_builder & builder) {
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foreach_function(inputs.tools, [&](const json & tool) {
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const auto & function = tool.at("function");
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auto schema = function.at("parameters");
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builder.resolve_refs(schema);
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});
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parser.build_grammar(builder, data.grammar_lazy);
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});
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data.grammar_triggers = {
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{COMMON_GRAMMAR_TRIGGER_TYPE_WORD, "<tool_call>"}
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};
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}
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return data;
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}
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static common_chat_params common_chat_params_init_apertus(const common_chat_template & tmpl, const struct templates_params & inputs) {
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common_chat_params data;
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@@ -2534,6 +2670,10 @@ static common_chat_params common_chat_templates_apply_jinja(
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src.find("<function=") != std::string::npos &&
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src.find("<parameters>") != std::string::npos &&
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src.find("<parameter=") != std::string::npos) {
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// Nemotron 3 Nano 30B A3B
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if (src.find("<think>") != std::string::npos) {
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return common_chat_params_init_nemotron_v3(tmpl, params);
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}
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return common_chat_params_init_qwen3_coder_xml(tmpl, params);
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}
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@@ -305,8 +305,9 @@ static std::string format_literal(const std::string & literal) {
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std::string gbnf_format_literal(const std::string & literal) { return format_literal(literal); }
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class SchemaConverter {
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class common_schema_converter {
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private:
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friend class common_schema_info;
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friend std::string build_grammar(const std::function<void(const common_grammar_builder &)> & cb, const common_grammar_options & options);
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std::function<json(const std::string &)> _fetch_json;
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bool _dotall;
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@@ -729,7 +730,7 @@ private:
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}
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public:
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SchemaConverter(
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common_schema_converter(
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const std::function<json(const std::string &)> & fetch_json,
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bool dotall)
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: _fetch_json(fetch_json), _dotall(dotall)
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@@ -990,6 +991,134 @@ public:
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}
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};
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// common_schema_info implementation (pimpl)
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common_schema_info::common_schema_info()
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: impl_(std::make_unique<common_schema_converter>(
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[](const std::string &) { return json(); },
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false)) {}
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common_schema_info::~common_schema_info() = default;
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common_schema_info::common_schema_info(common_schema_info &&) noexcept = default;
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common_schema_info & common_schema_info::operator=(common_schema_info &&) noexcept = default;
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void common_schema_info::resolve_refs(nlohmann::ordered_json & schema) {
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impl_->resolve_refs(schema, "");
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}
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// Determines if a JSON schema can resolve to a string type through any path.
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// Some models emit raw string values rather than JSON-encoded strings for string parameters.
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// If any branch of the schema (via oneOf, anyOf, $ref, etc.) permits a string, this returns
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// true, allowing callers to handle the value as a raw string for simplicity.
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bool common_schema_info::resolves_to_string(const nlohmann::ordered_json & schema) {
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std::unordered_set<std::string> visited_refs;
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std::function<bool(const json &)> check = [&](const json & s) -> bool {
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if (!s.is_object()) {
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return false;
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}
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// Handle $ref
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if (s.contains("$ref")) {
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const std::string & ref = s["$ref"];
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if (visited_refs.find(ref) != visited_refs.end()) {
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// Circular reference, assume not a string to be safe
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return false;
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}
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visited_refs.insert(ref);
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auto it = impl_->_refs.find(ref);
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if (it != impl_->_refs.end()) {
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return check(it->second);
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}
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return false;
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}
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// Check type field
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if (s.contains("type")) {
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const json & schema_type = s["type"];
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if (schema_type.is_string()) {
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if (schema_type == "string") {
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return true;
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}
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} else if (schema_type.is_array()) {
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// Type can be an array like ["string", "null"]
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for (const auto & t : schema_type) {
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if (t == "string") {
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return true;
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}
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}
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}
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}
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// Check oneOf/anyOf - if any alternative can be a string
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if (s.contains("oneOf")) {
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for (const auto & alt : s["oneOf"]) {
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if (check(alt)) {
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return true;
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}
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}
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}
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if (s.contains("anyOf")) {
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for (const auto & alt : s["anyOf"]) {
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if (check(alt)) {
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return true;
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}
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}
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}
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// Check allOf - all components must be compatible with string type
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if (s.contains("allOf")) {
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bool all_string = true;
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for (const auto & component : s["allOf"]) {
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if (!check(component)) {
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all_string = false;
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break;
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}
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}
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if (all_string) {
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return true;
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}
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}
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// Check const - if the constant value is a string
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if (s.contains("const")) {
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if (s["const"].is_string()) {
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return true;
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}
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}
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// Check enum - if any enum value is a string
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if (s.contains("enum")) {
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for (const auto & val : s["enum"]) {
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if (val.is_string()) {
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return true;
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}
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}
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}
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// String-specific keywords imply string type
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if (s.contains("pattern") || s.contains("minLength") || s.contains("maxLength")) {
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return true;
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}
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// Check format - many formats imply string
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if (s.contains("format")) {
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const std::string & fmt = s["format"];
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if (fmt == "date" || fmt == "time" || fmt == "date-time" ||
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fmt == "uri" || fmt == "email" || fmt == "hostname" ||
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fmt == "ipv4" || fmt == "ipv6" || fmt == "uuid" ||
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fmt.find("uuid") == 0) {
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return true;
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}
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}
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return false;
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};
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return check(schema);
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}
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std::string json_schema_to_grammar(const json & schema, bool force_gbnf) {
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#ifdef LLAMA_USE_LLGUIDANCE
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if (!force_gbnf) {
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@@ -1006,7 +1135,7 @@ std::string json_schema_to_grammar(const json & schema, bool force_gbnf) {
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}
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std::string build_grammar(const std::function<void(const common_grammar_builder &)> & cb, const common_grammar_options & options) {
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SchemaConverter converter([&](const std::string &) { return json(); }, options.dotall);
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common_schema_converter converter([&](const std::string &) { return json(); }, options.dotall);
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common_grammar_builder builder {
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/* .add_rule = */ [&](const std::string & name, const std::string & rule) {
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return converter._add_rule(name, rule);
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@@ -3,11 +3,31 @@
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#include <nlohmann/json_fwd.hpp>
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#include <functional>
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#include <memory>
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#include <string>
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std::string json_schema_to_grammar(const nlohmann::ordered_json & schema,
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bool force_gbnf = false);
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class common_schema_converter;
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// Probes a JSON schema to extract information about its structure and type constraints.
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class common_schema_info {
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std::unique_ptr<common_schema_converter> impl_;
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public:
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common_schema_info();
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~common_schema_info();
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common_schema_info(const common_schema_info &) = delete;
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common_schema_info & operator=(const common_schema_info &) = delete;
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common_schema_info(common_schema_info &&) noexcept;
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common_schema_info & operator=(common_schema_info &&) noexcept;
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void resolve_refs(nlohmann::ordered_json & schema);
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bool resolves_to_string(const nlohmann::ordered_json & schema);
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};
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struct common_grammar_builder {
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std::function<std::string(const std::string &, const std::string &)> add_rule;
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std::function<std::string(const std::string &, const nlohmann::ordered_json &)> add_schema;
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@@ -425,7 +425,7 @@ struct parser_executor {
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if (result.need_more_input()) {
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// Propagate - need to know what child would match before negating
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return result;
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return common_peg_parse_result(COMMON_PEG_PARSE_RESULT_NEED_MORE_INPUT, start_pos);
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}
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// Child failed, so negation succeeds
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