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5f923cd | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 | // Copyright 2026 The ODML Authors.
//
// 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/llg_constraint_provider.h"
#include <algorithm>
#include <cstddef>
#include <cstdint>
#include <cstring>
#include <memory>
#include <string>
#include <utility>
#include <variant>
#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/string_view.h" // from @com_google_absl
#include "runtime/components/constrained_decoding/constraint.h"
#include "runtime/components/constrained_decoding/constraint_provider.h"
#include "runtime/components/constrained_decoding/constraint_provider_config.h"
#include "runtime/components/constrained_decoding/llg_constraint.h"
#include "runtime/components/constrained_decoding/llg_constraint_config.h"
#include "runtime/components/tokenizer.h"
#include "llguidance.h"
namespace litert::lm {
namespace {
::LlgConstraint* CreateLlgConstraint(LlgConstraintInit* llg_constraint_init,
absl::string_view constraint_string,
LlgConstraintType constraint_type) {
switch (constraint_type) {
case LlgConstraintType::kRegex:
return llg_new_constraint_regex(llg_constraint_init,
constraint_string.data());
case LlgConstraintType::kJsonSchema:
return llg_new_constraint_json(llg_constraint_init,
constraint_string.data());
case LlgConstraintType::kLark:
return llg_new_constraint_lark(llg_constraint_init,
constraint_string.data());
case LlgConstraintType::kLlGuidanceInternal:
return llg_new_constraint(llg_constraint_init, constraint_string.data());
}
}
} // namespace
// static
absl::StatusOr<std::unique_ptr<ConstraintProvider>>
LlgConstraintProvider::Create(const Tokenizer& tokenizer,
LlGuidanceConfig llg_config) {
if (!llg_config.eos_id.has_value()) {
return absl::InvalidArgumentError("LlGuidanceConfig::eos_id must be set.");
}
std::vector<std::string> tokens = tokenizer.GetTokens();
std::vector<uint32_t> token_lens;
std::vector<uint8_t> token_bytes;
size_t total_size = 0;
token_lens.reserve(tokens.size());
for (const auto& token : tokens) {
token_lens.push_back(token.size());
total_size += token.size();
}
token_bytes.reserve(total_size);
for (const auto& token : tokens) {
token_bytes.insert(token_bytes.end(), token.begin(), token.end());
}
auto tokenize_fn = [](const void* user_data, const uint8_t* bytes,
size_t bytes_len, uint32_t* output_tokens,
size_t output_tokens_len) -> size_t {
absl::string_view text(reinterpret_cast<const char*>(bytes), bytes_len);
// The tokenizer is passed as `user_data` to tokenize_fn. It needs to be
// cast back into a Tokenizer*.
Tokenizer* tokenizer =
static_cast<Tokenizer*>(const_cast<void*>(user_data));
auto token_ids = tokenizer->TextToTokenIds(text);
if (!token_ids.ok()) {
return 0;
}
if (output_tokens_len > 0) {
memcpy(output_tokens, token_ids->data(),
std::min(output_tokens_len, token_ids->size()) * sizeof(uint32_t));
}
return token_ids->size();
};
LlgTokenizerInit tok_init = {
.vocab_size = static_cast<uint32_t>(tokens.size()),
.tok_eos = *llg_config.eos_id,
.token_lens = token_lens.data(),
.token_bytes = token_bytes.data(),
.tokenize_assumes_string = false,
.tokenize_fn = tokenize_fn,
.tokenize_user_data = &tokenizer,
};
char error_buf[128];
LlgTokenizer* llg_tokenizer =
llg_new_tokenizer(&tok_init, error_buf, sizeof(error_buf));
if (llg_tokenizer == nullptr) {
return absl::InternalError(error_buf);
}
return std::make_unique<LlgConstraintProvider>(
std::move(token_lens), std::move(token_bytes), llg_tokenizer, llg_config);
}
LlgConstraintProvider::~LlgConstraintProvider() {
llg_free_tokenizer(llg_tokenizer_);
}
absl::StatusOr<std::unique_ptr<Constraint>>
LlgConstraintProvider::CreateConstraint(ConstraintArg constraint_arg) const {
if (!std::holds_alternative<LlGuidanceConstraintArg>(constraint_arg)) {
return absl::InvalidArgumentError(
"LlgConstraintProvider only supports LlGuidanceConstraintArg.");
}
const auto& llg_arg = std::get<LlGuidanceConstraintArg>(constraint_arg);
LlgConstraintInit llg_constraint_init;
llg_constraint_init_set_defaults(&llg_constraint_init, llg_tokenizer_);
::LlgConstraint* llg_constraint = CreateLlgConstraint(
&llg_constraint_init, llg_arg.constraint_string, llg_arg.constraint_type);
if (llg_get_error(llg_constraint)) {
std::string error_message = llg_get_error(llg_constraint);
llg_free_constraint(llg_constraint);
return absl::InternalError(absl::StrCat(
"Failed to create LLGuidance constraint: ", error_message));
}
return std::make_unique<LlgConstraint>(llg_constraint,
static_cast<int>(token_lens_.size()),
*llg_config_.eos_id);
}
} // namespace litert::lm
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