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//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#include "runtime/components/constrained_decoding/llguidance_schema_utils.h"
#include <string>
#include <unordered_set>
#include <vector>
#include "absl/status/status.h" // from @com_google_absl
#include "absl/status/statusor.h" // from @com_google_absl
#include "absl/strings/str_cat.h" // from @com_google_absl
#include "absl/strings/str_format.h" // from @com_google_absl
#include "absl/strings/str_join.h" // from @com_google_absl
#include "absl/strings/string_view.h" // from @com_google_absl
#include "nlohmann/json.hpp" // from @nlohmann_json
namespace litert::lm {
namespace {
std::string GenerateValueRule(const nlohmann::ordered_json& prop_schema) {
// If the property has an enum, use the enum values as the rule.
if (prop_schema.contains("enum") && prop_schema["enum"].is_array()) {
std::vector<std::string> enum_vals;
for (const auto& val : prop_schema["enum"]) {
if (val.is_string()) {
enum_vals.push_back(absl::StrFormat(R"(fc_esc_open "%s" fc_esc_close)",
val.get<std::string>()));
} else if (val.is_number() || val.is_boolean()) {
enum_vals.push_back(absl::StrFormat(R"("%s")", val.dump()));
}
}
if (!enum_vals.empty()) {
return absl::StrFormat("(%s)", absl::StrJoin(enum_vals, " | "));
}
}
// Otherwise, use the type to determine the rule.
if (prop_schema.contains("type") && prop_schema["type"].is_string()) {
std::string type = prop_schema["type"].get<std::string>();
if (type == "string") return "custom_string";
if (type == "number" || type == "integer") return "NUMBER";
if (type == "boolean") return "BOOLEAN";
if (type == "array") return "array";
if (type == "object") return "object";
if (type == "null") return "NULL";
}
// Fallback to generic json_value.
return "json_value";
}
void ExtractToolProperties(const nlohmann::ordered_json& tool,
const std::string& tool_name,
std::vector<std::string>& tool_blocks,
std::vector<std::string>& required_props,
std::vector<std::string>& optional_props) {
if (!tool.contains("parameters") || !tool["parameters"].is_object()) {
return;
}
const auto& params = tool["parameters"];
std::unordered_set<std::string> required_set;
if (params.contains("required") && params["required"].is_array()) {
for (const auto& req : params["required"]) {
if (req.is_string()) {
std::string req_str = req.get<std::string>();
required_props.push_back(req_str);
required_set.insert(req_str);
}
}
}
if (params.contains("properties") && params["properties"].is_object()) {
for (const auto& [prop_name, prop_schema] : params["properties"].items()) {
std::string pair_rule = absl::StrFormat(R"("%s" ":" %s)", prop_name,
GenerateValueRule(prop_schema));
if (required_set.contains(prop_name)) {
tool_blocks.push_back(absl::StrFormat(R"(%s_req_%s: %s)", tool_name,
prop_name, pair_rule));
} else {
optional_props.push_back(prop_name);
tool_blocks.push_back(absl::StrFormat(R"(%s_opt_%s: %s)", tool_name,
prop_name, pair_rule));
}
}
}
}
void AppendRequiredProperties(const std::vector<std::string>& required_props,
const std::string& tool_name,
std::vector<std::string>& object_sequence) {
for (const std::string& req : required_props) {
if (!object_sequence.empty()) {
object_sequence.push_back(R"(",")");
}
object_sequence.push_back(absl::StrFormat("%s_req_%s", tool_name, req));
}
}
void AppendOptionalProperties(const std::vector<std::string>& optional_props,
const std::string& tool_name,
std::vector<std::string>& tool_blocks,
std::vector<std::string>& object_sequence) {
if (optional_props.empty()) {
return;
}
std::string opt_rule_name = absl::StrCat(tool_name, "_optional");
std::vector<std::string> opt_pairs;
std::vector<std::string> opt_pairs_with_comma;
for (const std::string& opt : optional_props) {
opt_pairs.push_back(absl::StrFormat("%s_opt_%s", tool_name, opt));
opt_pairs_with_comma.push_back(
absl::StrFormat(R"("," %s_opt_%s %s)", tool_name, opt, opt_rule_name));
}
std::string all_opts = absl::StrJoin(opt_pairs, " | ");
std::string all_opts_with_comma = absl::StrJoin(opt_pairs_with_comma, " | ");
if (!object_sequence.empty()) {
object_sequence.push_back(opt_rule_name);
tool_blocks.push_back(
absl::StrFormat("%s: %s | \"\"", opt_rule_name, all_opts_with_comma));
} else {
// If there are only optional properties, the whole block is optional
object_sequence.push_back(opt_rule_name);
// The rule itself is: empty OR (any opt) followed by ("," any opt)*
tool_blocks.push_back(absl::StrFormat(R"(%s: "" | (%s) ("," (%s))*)",
opt_rule_name, all_opts, all_opts));
}
}
void AppendToolRules(const nlohmann::ordered_json& tool,
const std::string& tool_name,
std::vector<std::string>& tool_blocks) {
std::string tool_obj_rule = absl::StrCat(tool_name, "_object");
std::vector<std::string> required_props;
std::vector<std::string> optional_props;
ExtractToolProperties(tool, tool_name, tool_blocks, required_props,
optional_props);
std::vector<std::string> object_sequence;
// Add required properties in strict order
AppendRequiredProperties(required_props, tool_name, object_sequence);
// Add optional properties logic (flexible order, duplicates allowed)
AppendOptionalProperties(optional_props, tool_name, tool_blocks,
object_sequence);
if (object_sequence.empty()) {
tool_blocks.push_back(absl::StrFormat(R"(%s: "{" "}")", tool_obj_rule));
} else {
tool_blocks.push_back(absl::StrFormat(R"(%s: "{" %s "}")", tool_obj_rule,
absl::StrJoin(object_sequence, " ")));
}
}
std::string GetJsonGrammar(const LlgConstraintsOptions& options) {
return absl::StrFormat(R"(
fc_esc_open: %s
fc_esc_close: %s
json_value: custom_string | NUMBER | BOOLEAN | NULL | object | array
custom_string: fc_esc_open /(.|\n)*/ fc_esc_close
array: "[" [json_value ("," json_value)*] "]"
object: "{" [pair ("," pair)*] "}"
pair: IDENTIFIER ":" json_value
IDENTIFIER: /[a-zA-Z_][a-zA-Z0-9_]*/
// Primitives (Standard JSON)
NUMBER: /-?(?:0|[1-9]\d*)(?:\.\d+)?(?:[eE][+-]?\d+)?/
BOOLEAN: "true" | "false"
NULL: "null"
%%ignore /[ \t\r\n]+/)",
options.fc_open_quote, options.fc_close_quote);
}
std::string GetFunctionBlock(const std::vector<std::string>& tool_call_cases,
const LlgConstraintsOptions& options) {
return absl::StrFormat(
R"((fc_start (%s) fc_end)+ fc_resp
fc_start: %s
fc_end: %s
fc_resp: %s
)",
absl::StrJoin(tool_call_cases, " | "), options.fc_code_fence_start,
options.fc_code_fence_end, options.fc_function_response_start);
}
std::string GetTextOnlyBlock(const LlgConstraintsOptions& options) {
return absl::StrFormat(
R"(
FORBIDDEN_CALL : /.*%s.*/
SAFE_TEXT : /(.|\n)*/ & ~FORBIDDEN_CALL
start : SAFE_TEXT
)",
options.fc_code_fence_start);
}
} // namespace
absl::StatusOr<std::string> CreateLarkGrammarForTools(
const nlohmann::ordered_json& tools, const LlgConstraintsOptions& options) {
std::vector<std::string> tool_names;
std::vector<std::string> tool_blocks;
for (const auto& tool : tools) {
if (!tool.contains("name") || !tool["name"].is_string()) {
continue;
}
std::string tool_name = tool["name"].get<std::string>();
tool_names.push_back(tool_name);
AppendToolRules(tool, tool_name, tool_blocks);
}
std::string tool_union =
absl::StrFormat(R"(TOOL_UNION: /%s/)", absl::StrJoin(tool_names, "|"));
std::vector<std::string> tool_call_cases;
tool_call_cases.reserve(tool_names.size());
for (const auto& tool_name : tool_names) {
tool_call_cases.push_back(
absl::StrFormat(R"("call:" "%s" %s_object)", tool_name, tool_name));
}
std::string json_grammar = GetJsonGrammar(options);
std::string function_block = GetFunctionBlock(tool_call_cases, options);
std::string text_only_block = GetTextOnlyBlock(options);
std::string start_rule;
switch (options.constraint_mode) {
case LlgConstraintMode::kTextOnly: {
return text_only_block;
}
case LlgConstraintMode::kFunctionCallsOnly: {
if (tool_names.empty()) {
return absl::InvalidArgumentError(
"No tools provided for FunctionCallsOnly mode.");
}
start_rule = absl::StrCat("start: ", function_block, "\n");
break;
}
case LlgConstraintMode::kTextAndOrFunctionCalls: {
if (tool_names.empty()) {
return text_only_block;
}
start_rule = absl::StrFormat(
R"(
start: TEXT_CONTENT? function_block_opt
TEXT_CONTENT: /(.|\n)+/
function_block_opt: function_block |
function_block: %s
)",
function_block);
break;
}
}
return absl::StrCat(tool_union, "\n", absl::StrJoin(tool_blocks, "\n"), "\n",
json_grammar, "\n", start_rule);
}
} // namespace litert::lm
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