ClickHouse/src/Functions/FunctionGenerateRandomStructure.cpp

#include <Functions/FunctionGenerateRandomStructure.h>
#include <Functions/FunctionFactory.h>
#include <Functions/FunctionHelpers.h>
#include <Functions/IFunction.h>
#include <Columns/ColumnString.h>
#include <DataTypes/DataTypeString.h>
#include <DataTypes/DataTypeFixedString.h>
#include <Interpreters/Context.h>
#include <Common/randomSeed.h>
#include <Common/FunctionDocumentation.h>
#include <IO/WriteHelpers.h>
#include <IO/WriteBufferFromVector.h>

#include <pcg_random.hpp>

namespace DB
{

namespace ErrorCodes
{
    extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
    extern const int BAD_ARGUMENTS;
}

namespace
{
    const size_t MAX_NUMBER_OF_COLUMNS = 128;
    const size_t MAX_TUPLE_ELEMENTS = 16;
    const size_t MAX_DATETIME64_PRECISION = 9;
    const size_t MAX_DECIMAL32_PRECISION = 9;
    const size_t MAX_DECIMAL64_PRECISION = 18;
    const size_t MAX_DECIMAL128_PRECISION = 38;
    const size_t MAX_DECIMAL256_PRECISION = 76;
    const size_t MAX_DEPTH = 16;

    constexpr std::array<TypeIndex, 29> simple_types
    {
        TypeIndex::Int8,
        TypeIndex::UInt8,
        TypeIndex::Int16,
        TypeIndex::UInt16,
        TypeIndex::Int32,
        TypeIndex::UInt32,
        TypeIndex::Int64,
        TypeIndex::UInt64,
        TypeIndex::Int128,
        TypeIndex::UInt128,
        TypeIndex::Int256,
        TypeIndex::UInt256,
        TypeIndex::Float32,
        TypeIndex::Float64,
        TypeIndex::Decimal32,
        TypeIndex::Decimal64,
        TypeIndex::Decimal128,
        TypeIndex::Decimal256,
        TypeIndex::Date,
        TypeIndex::Date32,
        TypeIndex::DateTime,
        TypeIndex::DateTime64,
        TypeIndex::String,
        TypeIndex::FixedString,
        TypeIndex::Enum8,
        TypeIndex::Enum16,
        TypeIndex::IPv4,
        TypeIndex::IPv6,
        TypeIndex::UUID,
    };

    constexpr std::array<TypeIndex, 5> complex_types
    {
        TypeIndex::Nullable,
        TypeIndex::LowCardinality,
        TypeIndex::Array,
        TypeIndex::Tuple,
        TypeIndex::Map,
    };

    constexpr std::array<TypeIndex, 22> map_key_types
    {
        TypeIndex::Int8,
        TypeIndex::UInt8,
        TypeIndex::Int16,
        TypeIndex::UInt16,
        TypeIndex::Int32,
        TypeIndex::UInt32,
        TypeIndex::Int64,
        TypeIndex::UInt64,
        TypeIndex::Int128,
        TypeIndex::UInt128,
        TypeIndex::Int256,
        TypeIndex::UInt256,
        TypeIndex::Date,
        TypeIndex::Date32,
        TypeIndex::DateTime,
        TypeIndex::String,
        TypeIndex::FixedString,
        TypeIndex::IPv4,
        TypeIndex::Enum8,
        TypeIndex::Enum16,
        TypeIndex::UUID,
        TypeIndex::LowCardinality,
    };

    constexpr std::array<TypeIndex, 22> suspicious_lc_types
    {
        TypeIndex::Int8,
        TypeIndex::UInt8,
        TypeIndex::Int16,
        TypeIndex::UInt16,
        TypeIndex::Int32,
        TypeIndex::UInt32,
        TypeIndex::Int64,
        TypeIndex::UInt64,
        TypeIndex::Int128,
        TypeIndex::UInt128,
        TypeIndex::Int256,
        TypeIndex::UInt256,
        TypeIndex::Float32,
        TypeIndex::Float64,
        TypeIndex::Date,
        TypeIndex::Date32,
        TypeIndex::DateTime,
        TypeIndex::String,
        TypeIndex::FixedString,
        TypeIndex::IPv4,
        TypeIndex::IPv6,
        TypeIndex::UUID,
    };

    template <bool allow_complex_types>
    constexpr auto getAllTypes()
    {
        constexpr size_t complex_types_size = complex_types.size() * allow_complex_types;
        constexpr size_t result_size = simple_types.size() + complex_types_size;
        std::array<TypeIndex, result_size> result;
        size_t index = 0;

        for (size_t i = 0; i != simple_types.size(); ++i, ++index)
            result[index] = simple_types[i];

        for (size_t i = 0; i != complex_types_size; ++i, ++index)
            result[index] = complex_types[i];

        return result;
    }

    size_t generateNumberOfColumns(pcg64 & rng)
    {
        return rng() % MAX_NUMBER_OF_COLUMNS + 1;
    }

    void writeLowCardinalityNestedType(pcg64 & rng, WriteBuffer & buf, bool allow_suspicious_lc_types)
    {
        bool make_nullable = rng() % 2;
        if (make_nullable)
            writeCString("Nullable(", buf);

        if (allow_suspicious_lc_types)
        {
            TypeIndex type = suspicious_lc_types[rng() % suspicious_lc_types.size()];

            if (type == TypeIndex::FixedString)
                writeString("FixedString(" + std::to_string(rng() % MAX_FIXEDSTRING_SIZE_WITHOUT_SUSPICIOUS + 1) + ")", buf);
            else
                writeString(magic_enum::enum_name<TypeIndex>(type), buf);
        }
        else
        {
            /// Support only String and FixedString.
            if (rng() % 2)
                writeCString("String", buf);
            else
                writeString("FixedString(" + std::to_string(rng() % MAX_FIXEDSTRING_SIZE_WITHOUT_SUSPICIOUS + 1) + ")", buf);
        }

        if (make_nullable)
            writeChar(')', buf);
    }

    void writeEnumValues(const String & column_name, pcg64 & rng, WriteBuffer & buf, ssize_t max_value)
    {
        /// Don't generate big enums, because it will lead to really big result
        /// and slowness of this function, and it can lead to `Max query size exceeded`
        /// while using this function with generateRandom.
        size_t num_values = rng() % 16 + 1;
        std::vector<Int16> values(num_values);

        /// Generate random numbers from range [-(max_value + 1), max_value - num_values + 1].
        for (Int16 & x : values)
            x = rng() % (2 * max_value + 3 - num_values) - max_value - 1;
        /// Make all numbers unique.
        std::sort(values.begin(), values.end());
        for (size_t i = 0; i < num_values; ++i)
            values[i] += i;
        std::shuffle(values.begin(), values.end(), rng);
        for (size_t i = 0; i != num_values; ++i)
        {
            if (i != 0)
                writeCString(", ", buf);
            writeString("'" + column_name + "V" + std::to_string(i) + "' = " + std::to_string(values[i]), buf);
        }
    }

    void writeMapKeyType(const String & column_name, pcg64 & rng, WriteBuffer & buf)
    {
        TypeIndex type = map_key_types[rng() % map_key_types.size()];
        switch (type)
        {
            case TypeIndex::FixedString:
                writeString("FixedString(" + std::to_string(rng() % MAX_FIXEDSTRING_SIZE_WITHOUT_SUSPICIOUS + 1) + ")", buf);
                break;
            case TypeIndex::LowCardinality:
                writeCString("LowCardinality(", buf);
                /// Map key supports only String and FixedString inside LowCardinality.
                if (rng() % 2)
                    writeCString("String", buf);
                else
                    writeString("FixedString(" + std::to_string(rng() % MAX_FIXEDSTRING_SIZE_WITHOUT_SUSPICIOUS + 1) + ")", buf);
                writeChar(')', buf);
                break;
            case TypeIndex::Enum8:
                writeCString("Enum8(", buf);
                writeEnumValues(column_name, rng, buf, INT8_MAX);
                writeChar(')', buf);
                break;
            case TypeIndex::Enum16:
                writeCString("Enum16(", buf);
                writeEnumValues(column_name, rng, buf, INT16_MAX);
                writeChar(')', buf);
                break;
            default:
                writeString(magic_enum::enum_name<TypeIndex>(type), buf);
                break;
        }
    }

    template <bool allow_complex_types = true>
    void writeRandomType(const String & column_name, pcg64 & rng, WriteBuffer & buf, bool allow_suspicious_lc_types, size_t depth = 0)
    {
        if (allow_complex_types && depth > MAX_DEPTH)
            writeRandomType<false>(column_name, rng, buf, depth);

        constexpr auto all_types = getAllTypes<allow_complex_types>();
        auto type = all_types[rng() % all_types.size()];

        switch (type)
        {
            case TypeIndex::UInt8:
                if (rng() % 2)
                    writeCString("UInt8", buf);
                else
                    writeCString("Bool", buf);
                return;
            case TypeIndex::FixedString:
                writeString("FixedString(" + std::to_string(rng() % MAX_FIXEDSTRING_SIZE_WITHOUT_SUSPICIOUS + 1) + ")", buf);
                return;
            case TypeIndex::DateTime64:
                writeString("DateTime64(" + std::to_string(rng() % MAX_DATETIME64_PRECISION + 1) + ")", buf);
                return;
            case TypeIndex::Decimal32:
                writeString("Decimal32(" + std::to_string(rng() % MAX_DECIMAL32_PRECISION + 1) + ")", buf);
                return;
            case TypeIndex::Decimal64:
                writeString("Decimal64(" + std::to_string(rng() % MAX_DECIMAL64_PRECISION + 1) + ")", buf);
                return;
            case TypeIndex::Decimal128:
                writeString("Decimal128(" + std::to_string(rng() % MAX_DECIMAL128_PRECISION + 1) + ")", buf);
                return;
            case TypeIndex::Decimal256:
                writeString("Decimal256(" + std::to_string(rng() % MAX_DECIMAL256_PRECISION + 1) + ")", buf);
                return;
            case TypeIndex::Enum8:
                writeCString("Enum8(", buf);
                writeEnumValues(column_name, rng, buf, INT8_MAX);
                writeChar(')', buf);
                return;
            case TypeIndex::Enum16:
                writeCString("Enum16(", buf);
                writeEnumValues(column_name, rng, buf, INT16_MAX);
                writeChar(')', buf);
                return;
            case TypeIndex::LowCardinality:
                writeCString("LowCardinality(", buf);
                writeLowCardinalityNestedType(rng, buf, allow_suspicious_lc_types);
                writeChar(')', buf);
                return;
            case TypeIndex::Nullable:
            {
                writeCString("Nullable(", buf);
                writeRandomType<false>(column_name, rng, buf, allow_suspicious_lc_types, depth + 1);
                writeChar(')', buf);
                return;
            }
            case TypeIndex::Array:
            {
                writeCString("Array(", buf);
                writeRandomType(column_name, rng, buf, allow_suspicious_lc_types, depth + 1);
                writeChar(')', buf);
                return;
            }
            case TypeIndex::Map:
            {
                writeCString("Map(", buf);
                writeMapKeyType(column_name, rng, buf);
                writeCString(", ", buf);
                writeRandomType(column_name, rng, buf, allow_suspicious_lc_types, depth + 1);
                writeChar(')', buf);
                return;
            }
            case TypeIndex::Tuple:
            {
                size_t elements = rng() % MAX_TUPLE_ELEMENTS + 1;
                bool generate_nested = rng() % 2;
                bool generate_named_tuple = rng() % 2;
                if (generate_nested)
                    writeCString("Nested(", buf);
                else
                    writeCString("Tuple(", buf);

                for (size_t i = 0; i != elements; ++i)
                {
                    if (i != 0)
                        writeCString(", ", buf);

                    String element_name = "e" + std::to_string(i + 1);
                    if (generate_named_tuple || generate_nested)
                    {
                        writeString(element_name, buf);
                        writeChar(' ', buf);
                    }
                    writeRandomType(element_name, rng, buf, allow_suspicious_lc_types, depth + 1);
                }
                writeChar(')', buf);
                return;
            }
            default:
                writeString(magic_enum::enum_name<TypeIndex>(type), buf);
                return;
        }
    }

    void writeRandomStructure(pcg64 & rng, size_t number_of_columns, WriteBuffer & buf, bool allow_suspicious_lc_types)
    {
        for (size_t i = 0; i != number_of_columns; ++i)
        {
            if (i != 0)
                writeCString(", ", buf);
            String column_name = "c" + std::to_string(i + 1);
            writeString(column_name, buf);
            writeChar(' ', buf);
            writeRandomType(column_name, rng, buf, allow_suspicious_lc_types);
        }
    }
}

DataTypePtr FunctionGenerateRandomStructure::getReturnTypeImpl(const DataTypes & arguments) const
{
    if (arguments.size() > 2)
        throw Exception(
            ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH,
            "Number of arguments for function {} doesn't match: passed {}, expected from 0 to 2",
            getName(), arguments.size());


    for (size_t i = 0; i != arguments.size(); ++i)
    {
        if (!isUInt(arguments[i]) && !arguments[i]->onlyNull())
        {
            throw Exception(
                ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
                "Illegal type {} of the {} argument of function {}, expected unsigned integer or Null",
                arguments[i]->getName(),
                i + 1,
                getName());
        }
    }

    return std::make_shared<DataTypeString>();
}

ColumnPtr FunctionGenerateRandomStructure::executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const
{
    size_t seed = randomSeed();
    size_t number_of_columns = 0;

    if (!arguments.empty() && !arguments[0].column->onlyNull())
    {
        number_of_columns = arguments[0].column->getUInt(0);
        if (number_of_columns > MAX_NUMBER_OF_COLUMNS)
            throw Exception(
                ErrorCodes::BAD_ARGUMENTS,
                "Maximum allowed number of columns is {}, got {}",
                MAX_NUMBER_OF_COLUMNS,
                number_of_columns);
    }

    if (arguments.size() > 1 && !arguments[1].column->onlyNull())
        seed = arguments[1].column->getUInt(0);

    pcg64 rng(seed);
    if (number_of_columns == 0)
        number_of_columns = generateNumberOfColumns(rng);

    auto col_res = ColumnString::create();
    auto & string_column = assert_cast<ColumnString &>(*col_res);
    auto & chars = string_column.getChars();
    WriteBufferFromVector buf(chars);
    writeRandomStructure(rng, number_of_columns, buf, allow_suspicious_lc_types);
    buf.finalize();
    chars.push_back(0);
    string_column.getOffsets().push_back(chars.size());
    return ColumnConst::create(std::move(col_res), input_rows_count);
}

String FunctionGenerateRandomStructure::generateRandomStructure(size_t seed, const ContextPtr & context)
{
    pcg64 rng(seed);
    size_t number_of_columns = generateNumberOfColumns(rng);
    WriteBufferFromOwnString buf;
    writeRandomStructure(rng, number_of_columns, buf, context->getSettingsRef().allow_suspicious_low_cardinality_types);
    return buf.str();
}

REGISTER_FUNCTION(GenerateRandomStructure)
{
    factory.registerFunction<FunctionGenerateRandomStructure>(FunctionDocumentation
        {
            .description=R"(
Generates a random table structure.
This function takes 2 optional constant arguments:
the number of columns in the result structure (random by default) and random seed (random by default)
The maximum number of columns is 128.
The function returns a value of type String.
)",
            .examples{
                {"random", "SELECT generateRandomStructure()", "c1 UInt32, c2 FixedString(25)"},
                {"with specified number of columns", "SELECT generateRandomStructure(3)", "c1 String, c2 Array(Int32), c3 LowCardinality(String)"},
                {"with specified seed", "SELECT generateRandomStructure(1, 42)", "c1 UInt128"},
            },
            .categories{"Random"}
        },
        FunctionFactory::CaseSensitive);
}

}