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function_schema.h
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#pragma once
#include <ATen/core/jit_type.h>
#include <ATen/core/interned_strings.h>
#include <ATen/core/ivalue.h>
#include <ATen/core/alias_info.h>
namespace c10 {
// schema as used in the compiler for resolving function calls and reporting
// errors. These objects should be constructed from C10 schema once those
// are available.
struct Argument {
Argument(
std::string name = "",
TypePtr type = nullptr,
c10::optional<int32_t> N = c10::nullopt,
c10::optional<IValue> default_value = c10::nullopt,
bool kwarg_only = false,
c10::optional<AliasInfo> alias_info = c10::nullopt)
: name_(std::move(name)),
type_(type ? type : DynamicType::get()),
N_(std::move(N)),
default_value_(std::move(default_value)),
kwarg_only_(kwarg_only) {}
const std::string& name() const {
return name_;
}
TypePtr type() const {
return type_;
}
c10::optional<int32_t> N() const {
return N_;
}
c10::optional<IValue> default_value() const {
return default_value_;
}
bool kwarg_only() const {
return kwarg_only_;
}
const AliasInfo& alias_info() const {
if(!alias_info_) {
alias_info_ = createBlankAliasInfo(type_);
}
return *alias_info_;
}
private:
static AliasInfo createBlankAliasInfo(TypePtr typ) {
auto contained = fmap(typ->containedTypes(), createBlankAliasInfo);
return AliasInfo({}, std::move(contained));
}
std::string name_;
TypePtr type_;
mutable c10::optional<AliasInfo> alias_info_;
// for list types, an optional statically known length for the list
// e.g. for int[3]: type = ListType::ofInts(), N = 3
// If present, this will allow scalars to be broadcast to this length to
// become a list.
c10::optional<int32_t> N_;
c10::optional<IValue> default_value_;
// is this only specifyable as a keyword argument?
bool kwarg_only_;
};
struct FunctionSchema {
FunctionSchema(
std::string name,
std::vector<Argument> arguments,
std::vector<Argument> returns,
bool is_vararg = false,
bool is_varret = false,
std::vector<Symbol> writes = {})
: name_(std::move(name)),
arguments_(std::move(arguments)),
returns_(std::move(returns)),
is_vararg_(is_vararg),
is_varret_(is_varret),
writes_(std::move(writes)) {}
FunctionSchema(
Symbol name,
std::vector<Argument> arguments,
std::vector<Argument> returns,
bool is_vararg = false,
bool is_varret = false,
std::vector<std::string> writes = {})
: FunctionSchema(
name.toQualString(),
std::move(std::move(arguments)),
std::move(std::move(returns)),
is_vararg,
is_varret) {}
private:
const std::string name_;
const std::vector<Argument> arguments_;
const std::vector<Argument> returns_;
// if true then this schema takes an arbitrary number of additional arguments
// after the argument specified in arguments
// currently this is used primarily to represent 'primtive' operators whose
// arguments are not checked by schema
const bool is_vararg_;
const bool is_varret_;
// set of alias sets in Arguments that are written to by this op
const std::vector<Symbol> writes_;
public:
const std::string& name() const {
return name_;
}
const std::vector<Argument>& arguments() const {
return arguments_;
}
const std::vector<Argument>& returns() const {
return returns_;
}
const std::vector<Symbol>& writes() const {
return writes_;
}
bool is_vararg() const {
return is_vararg_;
}
bool is_varret() const {
return is_varret_;
}
bool is_mutable() const {
return writes().size() > 0;
}
c10::optional<int> argumentIndexWithName(const std::string& name) const {
for(size_t i = 0; i < arguments().size(); ++i) {
if(name == arguments()[i].name())
return i;
}
return c10::nullopt;
}
private:
};
// for debugging, make sure we can describe the call site
inline std::ostream& operator<<(std::ostream& out, const Argument& arg) {
return out << arg.type()->str() << " " << arg.name() << (arg.default_value() ? "=<default>" : "");
}
inline std::ostream& operator<<(std::ostream& out, const FunctionSchema& schema) {
// eventually this should look almost identical to python arg parser, but
// it is simpler for now to work directly on this schema
out << schema.name();
out << "(";
bool seen_kwarg_only = false;
for(size_t i = 0; i < schema.arguments().size(); ++i) {
if (i > 0) out << ", ";
if (schema.arguments()[i].kwarg_only() && !seen_kwarg_only) {
out << "*, ";
seen_kwarg_only = true;
}
out << schema.arguments()[i];
}
if(schema.is_vararg()) {
if(schema.arguments().size() > 0)
out << ", ";
out << "...";
}
out << ") -> ";
if (schema.returns().size() == 1) {
out << schema.returns().at(0).type()->str();
} else if (schema.returns().size() > 1) {
out << "(";
for (size_t i = 0; i < schema.returns().size(); ++i) {
if (i > 0) out << ", ";
out << schema.returns()[i].type()->str();
}
out << ")";
}
return out;
}
} // namespace c10