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// Copyright 2024 The Chromium Authors
// Use of this source code is governed by a BSD-style license that can be
// found in the LICENSE file.
#include "components/optimization_guide/core/model_execution/substitution.h"
#include <sys/types.h>
#include <cstddef>
#include <optional>
#include <sstream>
#include <string>
#include <variant>
#include <vector>
#include "base/debug/dump_without_crashing.h"
#include "base/logging.h"
#include "base/notreached.h"
#include "base/strings/string_number_conversions.h"
#include "components/optimization_guide/core/model_execution/multimodal_message.h"
#include "components/optimization_guide/core/model_execution/on_device_model_execution_proto_descriptors.h"
#include "components/optimization_guide/core/model_execution/on_device_model_execution_proto_value_utils.h"
#include "components/optimization_guide/proto/descriptors.pb.h"
#include "components/optimization_guide/proto/substitution.pb.h"
#include "services/on_device_model/ml/chrome_ml_audio_buffer.h"
#include "services/on_device_model/ml/chrome_ml_types.h"
#include "third_party/skia/include/core/SkBitmap.h"
namespace optimization_guide {
namespace {
using google::protobuf::RepeatedPtrField;
using on_device_model::mojom::Input;
using on_device_model::mojom::InputPiece;
using on_device_model::mojom::InputPtr;
// A context for resolving substitution expressions.
struct ResolutionContext {
// The message we are resolving expressions against.
MultimodalMessageReadView view;
// 0-based index of 'message' in the repeated field that contains it.
// 0 for the top level message.
int offset = 0;
};
enum class ConditionResult { kFalse, kTrue, kStop };
ConditionResult AsResult(bool value) {
return value ? ConditionResult::kTrue : ConditionResult::kFalse;
}
// Returns whether `condition` applies based on `message`.
ConditionResult EvaluateCondition(const ResolutionContext& ctx,
const proto::Condition& condition) {
if (ctx.view.IsPending(condition.proto_field())) {
return ConditionResult::kStop;
}
std::optional<proto::Value> proto_value =
ctx.view.GetValue(condition.proto_field());
if (!proto_value) {
return AsResult(false);
}
switch (condition.operator_type()) {
case proto::OPERATOR_TYPE_EQUAL_TO:
return AsResult(AreValuesEqual(*proto_value, condition.value()));
case proto::OPERATOR_TYPE_NOT_EQUAL_TO:
return AsResult(!AreValuesEqual(*proto_value, condition.value()));
default:
base::debug::DumpWithoutCrashing();
return AsResult(false);
}
}
ConditionResult AndConditions(
const ResolutionContext& ctx,
const RepeatedPtrField<proto::Condition>& conditions) {
for (const auto& condition : conditions) {
ConditionResult result = EvaluateCondition(ctx, condition);
if (result != ConditionResult::kTrue) {
return result;
}
}
return ConditionResult::kTrue;
}
ConditionResult OrConditions(
const ResolutionContext& ctx,
const RepeatedPtrField<proto::Condition>& conditions) {
for (const auto& condition : conditions) {
ConditionResult result = EvaluateCondition(ctx, condition);
if (result != ConditionResult::kFalse) {
return result;
}
}
return ConditionResult::kFalse;
}
// Returns whether `conditions` apply based on `message`.
ConditionResult DoConditionsApply(const ResolutionContext& ctx,
const proto::ConditionList& conditions) {
if (conditions.conditions_size() == 0) {
return ConditionResult::kTrue;
}
switch (conditions.condition_evaluation_type()) {
case proto::CONDITION_EVALUATION_TYPE_OR:
return OrConditions(ctx, conditions.conditions());
case proto::CONDITION_EVALUATION_TYPE_AND:
return AndConditions(ctx, conditions.conditions());
default:
base::debug::DumpWithoutCrashing();
return ConditionResult::kFalse;
}
}
// Resolve various expression in proto::SubstitutedString by appending
// appropriate text to an output string and updating state.
// Methods return false on error.
class InputBuilder final {
public:
enum class Error {
kOk = 0,
kFailed = 1, // The config is not valid over this input.
kStop = 2, // Terminate early due to a pending field.
};
InputBuilder() : out_(Input::New()) {}
Error ResolveSubstitutedString(const ResolutionContext& ctx,
const proto::SubstitutedString& substitution);
SubstitutionResult result() && {
SubstitutionResult res;
res.input = std::move(out_);
res.should_ignore_input_context = should_ignore_input_context_;
return res;
}
private:
Error ResolveSubstitution(const ResolutionContext& ctx,
const proto::StringSubstitution& arg);
Error ResolveStringArg(const ResolutionContext& ctx,
const proto::StringArg& candidate);
Error ResolveProtoField(const ResolutionContext& ctx,
const proto::ProtoField& field);
Error ResolveRangeExpr(const ResolutionContext& ctx,
const proto::RangeExpr& expr);
Error ResolveIndexExpr(const ResolutionContext& ctx,
const proto::IndexExpr& field);
Error ResolveControlToken(const ResolutionContext& ctx,
proto::ControlToken token);
Error ResolveMediaField(const ResolutionContext& ctx,
proto::MediaField token);
void AddToken(ml::Token token) { out_->pieces.emplace_back(token); }
void AddString(std::string_view str) {
if (!str.empty()) {
out_->pieces.emplace_back(std::string(str));
}
}
InputPtr out_;
bool should_ignore_input_context_ = false;
};
InputBuilder::Error InputBuilder::ResolveProtoField(
const ResolutionContext& ctx,
const proto::ProtoField& field) {
if (ctx.view.IsPending(field)) {
return Error::kStop;
}
std::optional<proto::Value> value = ctx.view.GetValue(field);
if (!value) {
DVLOG(1) << "Invalid proto field of " << ctx.view.GetTypeName();
return Error::kFailed;
}
AddString(GetStringFromValue(*value));
return Error::kOk;
}
InputBuilder::Error InputBuilder::ResolveRangeExpr(
const ResolutionContext& ctx,
const proto::RangeExpr& expr) {
if (ctx.view.IsPending(expr.proto_field())) {
return Error::kStop;
}
auto repeated = ctx.view.GetRepeated(expr.proto_field());
if (!repeated) {
DVLOG(1) << "Invalid proto field for RangeExpr over "
<< ctx.view.GetTypeName();
return Error::kFailed;
}
int repeated_size = repeated->Size();
for (int i = 0; i < repeated_size; i++) {
Error error = ResolveSubstitutedString(
ResolutionContext{repeated->Get(i), i}, expr.expr());
if (error != Error::kOk) {
return error;
}
}
if (repeated->IsIncomplete()) {
return Error::kStop;
}
return Error::kOk;
}
InputBuilder::Error InputBuilder::ResolveIndexExpr(
const ResolutionContext& ctx,
const proto::IndexExpr& expr) {
AddString(base::NumberToString(ctx.offset + expr.one_based()));
return Error::kOk;
}
InputBuilder::Error InputBuilder::ResolveControlToken(
const ResolutionContext& ctx,
proto::ControlToken token) {
switch (token) {
case proto::CONTROL_TOKEN_SYSTEM:
AddToken(ml::Token::kSystem);
break;
case proto::CONTROL_TOKEN_MODEL:
AddToken(ml::Token::kModel);
break;
case proto::CONTROL_TOKEN_USER:
AddToken(ml::Token::kUser);
break;
case proto::CONTROL_TOKEN_END:
AddToken(ml::Token::kEnd);
break;
default:
return Error::kFailed;
}
return Error::kOk;
}
InputBuilder::Error InputBuilder::ResolveMediaField(
const ResolutionContext& ctx,
proto::MediaField field) {
if (ctx.view.IsPending(field.proto_field())) {
return Error::kStop;
}
MultimodalType mtype = ctx.view.GetMultimodalType(field.proto_field());
switch (mtype) {
case MultimodalType::kAudio:
out_->pieces.emplace_back(*ctx.view.GetAudio(field.proto_field()));
return Error::kOk;
case MultimodalType::kImage:
out_->pieces.emplace_back(*ctx.view.GetImage(field.proto_field()));
return Error::kOk;
case MultimodalType::kNone:
return Error::kOk;
}
}
InputBuilder::Error InputBuilder::ResolveStringArg(
const ResolutionContext& ctx,
const proto::StringArg& candidate) {
switch (candidate.arg_case()) {
case proto::StringArg::kRawString:
AddString(candidate.raw_string());
return Error::kOk;
case proto::StringArg::kProtoField:
return ResolveProtoField(ctx, candidate.proto_field());
case proto::StringArg::kRangeExpr:
return ResolveRangeExpr(ctx, candidate.range_expr());
case proto::StringArg::kIndexExpr:
return ResolveIndexExpr(ctx, candidate.index_expr());
case proto::StringArg::kControlToken:
return ResolveControlToken(ctx, candidate.control_token());
case proto::StringArg::kMediaField:
return ResolveMediaField(ctx, candidate.media_field());
case proto::StringArg::ARG_NOT_SET:
DVLOG(1) << "StringArg is incomplete.";
return Error::kFailed;
}
}
InputBuilder::Error InputBuilder::ResolveSubstitution(
const ResolutionContext& ctx,
const proto::StringSubstitution& arg) {
for (const auto& candidate : arg.candidates()) {
switch (DoConditionsApply(ctx, candidate.conditions())) {
case ConditionResult::kFalse:
continue;
case ConditionResult::kStop:
return Error::kStop;
case ConditionResult::kTrue:
return ResolveStringArg(ctx, candidate);
}
}
return Error::kOk;
}
InputBuilder::Error InputBuilder::ResolveSubstitutedString(
const ResolutionContext& ctx,
const proto::SubstitutedString& substitution) {
switch (DoConditionsApply(ctx, substitution.conditions())) {
case ConditionResult::kFalse:
return Error::kOk;
case ConditionResult::kStop:
return Error::kStop;
case ConditionResult::kTrue:
break;
}
if (substitution.should_ignore_input_context()) {
should_ignore_input_context_ = true;
}
std::string_view templ = substitution.string_template();
int32_t substitution_idx = 0;
size_t template_idx = 0;
for (size_t pos = templ.find('%', template_idx);
pos != std::string_view::npos; pos = templ.find('%', template_idx)) {
AddString(templ.substr(template_idx, pos - template_idx));
std::string_view token = templ.substr(pos, 2);
template_idx = pos + 2;
if (token == "%%") {
AddString("%");
continue;
}
if (token != "%s") {
DVLOG(1) << "Invalid Token";
return Error::kFailed; // Invalid token
}
if (substitution_idx >= substitution.substitutions_size()) {
DVLOG(1) << "Too many substitutions";
return Error::kFailed;
}
Error error =
ResolveSubstitution(ctx, substitution.substitutions(substitution_idx));
if (error != Error::kOk) {
return error;
}
++substitution_idx;
}
AddString(templ.substr(template_idx, std::string_view::npos));
if (substitution_idx != substitution.substitutions_size()) {
DVLOG(1) << "Missing substitutions";
return Error::kFailed;
}
return Error::kOk;
}
// Placeholder strings for a control token in MQLS logs / display.
std::string PlaceholderForToken(ml::Token token) {
switch (token) {
case ml::Token::kSystem:
return "<system>";
case ml::Token::kModel:
return "<model>";
case ml::Token::kUser:
return "<user>";
case ml::Token::kEnd:
return "<end>";
}
}
} // namespace
SubstitutionResult::SubstitutionResult() = default;
SubstitutionResult::~SubstitutionResult() = default;
SubstitutionResult::SubstitutionResult(SubstitutionResult&&) = default;
SubstitutionResult& SubstitutionResult::operator=(SubstitutionResult&&) =
default;
std::string OnDeviceInputToString(const on_device_model::mojom::Input& input) {
std::ostringstream oss;
for (const auto& piece : input.pieces) {
if (std::holds_alternative<std::string>(piece)) {
oss << std::get<std::string>(piece);
} else if (std::holds_alternative<ml::Token>(piece)) {
oss << PlaceholderForToken(std::get<ml::Token>(piece));
} else if (std::holds_alternative<SkBitmap>(piece)) {
oss << "<image>";
} else if (std::holds_alternative<ml::AudioBuffer>(piece)) {
oss << "<audio>";
} else {
NOTREACHED();
}
}
return oss.str();
}
std::string SubstitutionResult::ToString() const {
return OnDeviceInputToString(*input);
}
std::optional<SubstitutionResult> CreateSubstitutions(
MultimodalMessageReadView request,
const google::protobuf::RepeatedPtrField<proto::SubstitutedString>&
config_substitutions) {
InputBuilder builder;
for (const auto& substitution : config_substitutions) {
auto error = builder.ResolveSubstitutedString(ResolutionContext{request, 0},
substitution);
if (error == InputBuilder::Error::kStop) {
break;
}
if (error != InputBuilder::Error::kOk) {
return std::nullopt;
}
}
return std::move(builder).result();
}
} // namespace optimization_guide
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