ClickHouse/dbms/include/DB/Dictionaries/CacheDictionary.h

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#pragma once
#include <DB/Dictionaries/IDictionary.h>
#include <DB/Dictionaries/IDictionarySource.h>
#include <DB/Dictionaries/DictionaryStructure.h>
#include <DB/Columns/ColumnString.h>
#include <statdaemons/ext/scope_guard.hpp>
#include <cmath>
#include <chrono>
#include <vector>
#include <map>
namespace DB
{
constexpr std::chrono::milliseconds spinlock_wait_time{10};
class CacheDictionary final : public IDictionary
{
public:
CacheDictionary(const std::string & name, const DictionaryStructure & dict_struct,
DictionarySourcePtr source_ptr, const DictionaryLifetime dict_lifetime,
const std::size_t size)
: name{name}, dict_struct(dict_struct),
source_ptr{std::move(source_ptr)}, dict_lifetime(dict_lifetime),
size{round_up_to_power_of_two(size)},
cells(this->size, cell{dict_struct.attributes.size()})
{
if (!this->source_ptr->supportsSelectiveLoad())
throw Exception{
"Source cannot be used with CacheDictionary",
ErrorCodes::UNSUPPORTED_METHOD
};
createAttributes();
}
CacheDictionary(const CacheDictionary & other)
: CacheDictionary{other.name, other.dict_struct, other.source_ptr->clone(), other.dict_lifetime, other.size}
{}
std::string getName() const override { return name; }
std::string getTypeName() const override { return "CacheDictionary"; }
bool isCached() const override { return true; }
DictionaryPtr clone() const override { return std::make_unique<CacheDictionary>(*this); }
const IDictionarySource * getSource() const override { return source_ptr.get(); }
const DictionaryLifetime & getLifetime() const override { return dict_lifetime; }
bool hasHierarchy() const override { return false; }
id_t toParent(const id_t id) const override { return 0; }
#define DECLARE_INDIVIDUAL_GETTER(TYPE, NAME, LC_TYPE) \
TYPE get##NAME(const std::string & attribute_name, const id_t id) const override\
{\
const auto idx = getAttributeIndex(attribute_name);\
const auto & attribute = attributes[idx];\
if (attribute.type != AttributeType::LC_TYPE)\
throw Exception{\
"Type mismatch: attribute " + attribute_name + " has type " + toString(attribute.type),\
ErrorCodes::TYPE_MISMATCH\
};\
\
return getItem<TYPE>(getAttributeIndex(attribute_name), id);\
}
DECLARE_INDIVIDUAL_GETTER(UInt8, UInt8, uint8)
DECLARE_INDIVIDUAL_GETTER(UInt16, UInt16, uint16)
DECLARE_INDIVIDUAL_GETTER(UInt32, UInt32, uint32)
DECLARE_INDIVIDUAL_GETTER(UInt64, UInt64, uint64)
DECLARE_INDIVIDUAL_GETTER(Int8, Int8, int8)
DECLARE_INDIVIDUAL_GETTER(Int16, Int16, int16)
DECLARE_INDIVIDUAL_GETTER(Int32, Int32, int32)
DECLARE_INDIVIDUAL_GETTER(Int64, Int64, int64)
DECLARE_INDIVIDUAL_GETTER(Float32, Float32, float32)
DECLARE_INDIVIDUAL_GETTER(Float64, Float64, float64)
DECLARE_INDIVIDUAL_GETTER(StringRef, String, string)
#undef DECLARE_INDIVIDUAL_GETTER
#define DECLARE_MULTIPLE_GETTER(TYPE, LC_TYPE)\
void get##TYPE(const std::string & attribute_name, const PODArray<UInt64> & ids, PODArray<TYPE> & out) const override\
{\
const auto idx = getAttributeIndex(attribute_name);\
const auto & attribute = attributes[idx];\
if (attribute.type != AttributeType::LC_TYPE)\
throw Exception{\
"Type mismatch: attribute " + attribute_name + " has type " + toString(attribute.type),\
ErrorCodes::TYPE_MISMATCH\
};\
\
for (const auto i : ext::range(0, ids.size()))\
out[i] = getItem<TYPE>(idx, ids[i]);\
}
DECLARE_MULTIPLE_GETTER(UInt8, uint8)
DECLARE_MULTIPLE_GETTER(UInt16, uint16)
DECLARE_MULTIPLE_GETTER(UInt32, uint32)
DECLARE_MULTIPLE_GETTER(UInt64, uint64)
DECLARE_MULTIPLE_GETTER(Int8, int8)
DECLARE_MULTIPLE_GETTER(Int16, int16)
DECLARE_MULTIPLE_GETTER(Int32, int32)
DECLARE_MULTIPLE_GETTER(Int64, int64)
DECLARE_MULTIPLE_GETTER(Float32, float32)
DECLARE_MULTIPLE_GETTER(Float64, float64)
#undef DECLARE_MULTIPLE_GETTER
void getString(const std::string & attribute_name, const PODArray<UInt64> & ids, ColumnString * out) const override
{
const auto idx = getAttributeIndex(attribute_name);
const auto & attribute = attributes[idx];
if (attribute.type != AttributeType::string)
throw Exception{
"Type mismatch: attribute " + attribute_name + " has type " + toString(attribute.type),
ErrorCodes::TYPE_MISMATCH
};
for (const auto i : ext::range(0, ids.size()))
{
const auto string_ref = getItem<StringRef>(idx, ids[i]);
out->insertData(string_ref.data, string_ref.size);
}
}
private:
struct attribute_t
{
AttributeType type;
UInt8 uint8_null_value;
UInt16 uint16_null_value;
UInt32 uint32_null_value;
UInt64 uint64_null_value;
Int8 int8_null_value;
Int16 int16_null_value;
Int32 int32_null_value;
Int64 int64_null_value;
Float32 float32_null_value;
Float64 float64_null_value;
String string_null_value;
};
void createAttributes()
{
const auto size = dict_struct.attributes.size();
attributes.reserve(size);
for (const auto & attribute : dict_struct.attributes)
{
attribute_index_by_name.emplace(attribute.name, attributes.size());
attributes.push_back(std::move(createAttributeWithType(getAttributeTypeByName(attribute.type),
attribute.null_value)));
if (attribute.hierarchical)
hierarchical_attribute = &attributes.back();
}
}
attribute_t createAttributeWithType(const AttributeType type, const std::string & null_value)
{
attribute_t attr{type};
switch (type)
{
case AttributeType::uint8:
attr.uint8_null_value = DB::parse<UInt8>(null_value);
break;
case AttributeType::uint16:
attr.uint16_null_value = DB::parse<UInt16>(null_value);
break;
case AttributeType::uint32:
attr.uint32_null_value = DB::parse<UInt32>(null_value);
break;
case AttributeType::uint64:
attr.uint64_null_value = DB::parse<UInt64>(null_value);
break;
case AttributeType::int8:
attr.int8_null_value = DB::parse<Int8>(null_value);
break;
case AttributeType::int16:
attr.int16_null_value = DB::parse<Int16>(null_value);
break;
case AttributeType::int32:
attr.int32_null_value = DB::parse<Int32>(null_value);
break;
case AttributeType::int64:
attr.int64_null_value = DB::parse<Int64>(null_value);
break;
case AttributeType::float32:
attr.float32_null_value = DB::parse<Float32>(null_value);
break;
case AttributeType::float64:
attr.float64_null_value = DB::parse<Float64>(null_value);
break;
case AttributeType::string:
attr.string_null_value = null_value;
break;
}
return attr;
}
union item
{
UInt8 uint8_value;
UInt16 uint16_value;
UInt32 uint32_value;
UInt64 uint64_value;
Int8 int8_value;
Int16 int16_value;
Int32 int32_value;
Int64 int64_value;
Float32 float32_value;
Float64 float64_value;
StringRef string_value;
item() : string_value{} {}
template <typename T> inline T get() const = delete;
};
struct cell
{
std::atomic_flag lock{false};
id_t id{};
std::vector<item> attrs;
std::chrono::system_clock::time_point expires_at{};
cell() = default;
cell(const std::size_t attribute_count) : attrs(attribute_count) {}
cell(const cell & other) { *this = other; }
cell & operator=(const cell & other)
{
id = other.id;
attrs = other.attrs;
expires_at = other.expires_at;
return *this;
}
bool hasExpired() const { return std::chrono::system_clock::now() >= expires_at; }
};
template <typename T>
T getItem(const std::size_t attribute_idx, const id_t id) const
{
const auto hash = intHash64(id);
const auto idx = hash % size;
auto & cell = cells[idx];
/// spinlock with a bit of throttling
while (cell.lock.test_and_set(std::memory_order_acquire))
std::this_thread::sleep_for(spinlock_wait_time);
SCOPE_EXIT(
cell.lock.clear(std::memory_order_release);
);
if (cell.id != id || cell.hasExpired())
populateCellForId(cell, id);
return cell.attrs[attribute_idx].get<T>();
}
void populateCellForId(cell & cell, const id_t id) const
{
auto stream = source_ptr->loadId(id);
stream->readPrefix();
auto empty_response = true;
while (const auto block = stream->read())
{
if (!empty_response)
throw Exception{
"Stream returned from loadId contains more than one block",
ErrorCodes::LOGICAL_ERROR
};
if (block.rowsInFirstColumn() != 1)
throw Exception{
"Block has more than one row",
ErrorCodes::LOGICAL_ERROR
};
for (const auto attribute_idx : ext::range(0, attributes.size()))
{
const auto & attribute_column = *block.getByPosition(attribute_idx + 1).column;
auto & attribute = attributes[attribute_idx];
setAttributeValue(cell.attrs[attribute_idx], attribute, attribute_column[0]);
}
empty_response = false;
}
stream->readSuffix();
if (empty_response)
setCellDefaults(cell);
cell.id = id;
cell.expires_at = std::chrono::system_clock::now() + std::chrono::seconds{dict_lifetime.min_sec};
}
void setAttributeValue(item & item, const attribute_t & attribute, const Field & value) const
{
switch (attribute.type)
{
case AttributeType::uint8: item.uint8_value = value.get<UInt64>(); break;
case AttributeType::uint16: item.uint16_value = value.get<UInt64>(); break;
case AttributeType::uint32: item.uint32_value = value.get<UInt64>(); break;
case AttributeType::uint64: item.uint64_value = value.get<UInt64>(); break;
case AttributeType::int8: item.int8_value = value.get<Int64>(); break;
case AttributeType::int16: item.int16_value = value.get<Int64>(); break;
case AttributeType::int32: item.int32_value = value.get<Int64>(); break;
case AttributeType::int64: item.int64_value = value.get<Int64>(); break;
case AttributeType::float32: item.float32_value = value.get<Float64>(); break;
case AttributeType::float64: item.float64_value = value.get<Float64>(); break;
case AttributeType::string:
{
const auto & string = value.get<String>();
auto & string_ref = item.string_value;
if (string_ref.data && string_ref.data != attribute.string_null_value.data())
delete[] string_ref.data;
const auto size = string.size();
if (size > 0)
{
const auto string_ptr = new char[size + 1];
std::copy(string.data(), string.data() + size + 1, string_ptr);
string_ref = StringRef{string_ptr, size};
}
else
string_ref = {};
break;
}
}
}
void setCellDefaults(cell & cell) const
{
for (const auto attribute_idx : ext::range(0, attributes.size()))
{
auto & attribute = attributes[attribute_idx];
auto & item = cell.attrs[attribute_idx];
switch (attribute.type)
{
case AttributeType::uint8: item.uint8_value = attribute.uint8_null_value; break;
case AttributeType::uint16: item.uint16_value = attribute.uint16_null_value; break;
case AttributeType::uint32: item.uint32_value = attribute.uint32_null_value; break;
case AttributeType::uint64: item.uint64_value = attribute.uint64_null_value; break;
case AttributeType::int8: item.int8_value = attribute.int8_null_value; break;
case AttributeType::int16: item.int16_value = attribute.int16_null_value; break;
case AttributeType::int32: item.int32_value = attribute.int32_null_value; break;
case AttributeType::int64: item.int64_value = attribute.int64_null_value; break;
case AttributeType::float32: item.float32_value = attribute.float32_null_value; break;
case AttributeType::float64: item.float64_value = attribute.float64_null_value; break;
case AttributeType::string:
{
auto & string_ref = item.string_value;
if (string_ref.data && string_ref.data != attribute.string_null_value.data())
delete[] string_ref.data;
string_ref = attribute.string_null_value;
break;
}
}
}
}
std::size_t getAttributeIndex(const std::string & attribute_name) const
{
const auto it = attribute_index_by_name.find(attribute_name);
if (it == std::end(attribute_index_by_name))
throw Exception{
"No such attribute '" + attribute_name + "'",
ErrorCodes::BAD_ARGUMENTS
};
return it->second;
}
static std::size_t round_up_to_power_of_two(std::size_t n)
{
--n;
n |= n >> 1;
n |= n >> 2;
n |= n >> 4;
n |= n >> 8;
n |= n >> 16;
n |= n >> 32;
++n;
return n;
}
static std::uint64_t getSeed()
{
timespec ts;
clock_gettime(CLOCK_MONOTONIC, &ts);
return ts.tv_nsec ^ getpid();
}
const std::string name;
const DictionaryStructure dict_struct;
const DictionarySourcePtr source_ptr;
const DictionaryLifetime dict_lifetime;
const std::size_t size;
mutable std::vector<cell> cells;
std::map<std::string, std::size_t> attribute_index_by_name;
std::vector<attribute_t> attributes;
const attribute_t * hierarchical_attribute = nullptr;
};
template <> inline UInt8 CacheDictionary::item::get<UInt8>() const { return uint8_value; }
template <> inline UInt16 CacheDictionary::item::get<UInt16>() const { return uint16_value; }
template <> inline UInt32 CacheDictionary::item::get<UInt32>() const { return uint32_value; }
template <> inline UInt64 CacheDictionary::item::get<UInt64>() const { return uint64_value; }
template <> inline Int8 CacheDictionary::item::get<Int8>() const { return int8_value; }
template <> inline Int16 CacheDictionary::item::get<Int16>() const { return int16_value; }
template <> inline Int32 CacheDictionary::item::get<Int32>() const { return int32_value; }
template <> inline Int64 CacheDictionary::item::get<Int64>() const { return int64_value; }
template <> inline Float32 CacheDictionary::item::get<Float32>() const { return float32_value; }
template <> inline Float64 CacheDictionary::item::get<Float64>() const { return float64_value; }
template <> inline StringRef CacheDictionary::item::get<StringRef>() const { return string_value; }
}