mirror of
https://github.com/ClickHouse/ClickHouse.git
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452 lines
16 KiB
C++
452 lines
16 KiB
C++
#pragma once
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#include <sstream>
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#include <type_traits>
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#include <Columns/ColumnConst.h>
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#include <Columns/ColumnNullable.h>
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#include <Columns/ColumnString.h>
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#include <Columns/ColumnsNumber.h>
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#include <Core/Settings.h>
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#include <DataTypes/DataTypeNullable.h>
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#include <DataTypes/DataTypeString.h>
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#include <DataTypes/DataTypesNumber.h>
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#include <Common/JSONParsers/DummyJSONParser.h>
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#include <Functions/IFunction.h>
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#include <Functions/JSONPath/ASTs/ASTJSONPath.h>
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#include <Functions/JSONPath/Generator/GeneratorJSONPath.h>
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#include <Functions/JSONPath/Parsers/ParserJSONPath.h>
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#include <Common/JSONParsers/RapidJSONParser.h>
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#include <Common/JSONParsers/SimdJSONParser.h>
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#include <Interpreters/Context.h>
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#include <Parsers/IParser.h>
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#include <Parsers/Lexer.h>
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#include <IO/ReadBufferFromString.h>
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#include <IO/ReadHelpers.h>
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#include <base/range.h>
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#include "config.h"
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namespace DB
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{
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namespace ErrorCodes
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{
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extern const int ILLEGAL_TYPE_OF_ARGUMENT;
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extern const int TOO_FEW_ARGUMENTS_FOR_FUNCTION;
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extern const int BAD_ARGUMENTS;
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}
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/// Have implemented the operator << for json elements. So we could use stringstream to serialize json elements.
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/// But stingstream have bad performance, not recommend to use it.
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template <typename Element>
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class DefaultJSONStringSerializer
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{
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public:
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explicit DefaultJSONStringSerializer(ColumnString & col_str_) : col_str(col_str_) { }
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inline void addRawData(const char * ptr, size_t len)
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{
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out << std::string_view(ptr, len);
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}
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inline void addRawString(std::string_view str)
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{
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out << str;
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}
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/// serialize the json element into stringstream
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inline void addElement(const Element & element)
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{
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out << element.getElement();
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}
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inline void commit()
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{
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auto out_str = out.str();
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col_str.insertData(out_str.data(), out_str.size());
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}
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inline void rollback() {}
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private:
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ColumnString & col_str;
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std::stringstream out; // STYLE_CHECK_ALLOW_STD_STRING_STREAM
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};
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/// A more efficient way to serialize json elements into destination column.
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/// Formatter takes the chars buffer in the ColumnString and put data into it directly.
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template<typename Element, typename Formatter>
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class JSONStringSerializer
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{
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public:
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explicit JSONStringSerializer(ColumnString & col_str_)
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: col_str(col_str_), chars(col_str_.getChars()), offsets(col_str_.getOffsets()), formatter(col_str_.getChars())
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{
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prev_offset = offsets.empty() ? 0 : offsets.back();
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}
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/// Put the data into column's buffer directly.
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inline void addRawData(const char * ptr, size_t len)
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{
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chars.insert(ptr, ptr + len);
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}
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inline void addRawString(std::string_view str)
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{
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chars.insert(str.data(), str.data() + str.size());
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}
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/// serialize the json element into column's buffer directly
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inline void addElement(const Element & element)
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{
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formatter.append(element.getElement());
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}
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inline void commit()
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{
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chars.push_back(0);
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offsets.push_back(chars.size());
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}
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inline void rollback()
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{
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chars.resize(prev_offset);
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}
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private:
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ColumnString & col_str;
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ColumnString::Chars & chars;
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IColumn::Offsets & offsets;
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Formatter formatter;
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size_t prev_offset;
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};
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class EmptyJSONStringSerializer{};
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class FunctionSQLJSONHelpers
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{
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public:
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template <typename Name, typename Impl, class JSONParser>
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class Executor
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{
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public:
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static ColumnPtr run(const ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count, uint32_t parse_depth, const ContextPtr & context)
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{
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MutableColumnPtr to{result_type->createColumn()};
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to->reserve(input_rows_count);
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if (arguments.size() < 2)
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{
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throw Exception(ErrorCodes::TOO_FEW_ARGUMENTS_FOR_FUNCTION, "JSONPath functions require at least 2 arguments");
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}
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const auto & json_column = arguments[0];
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if (!isString(json_column.type))
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{
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throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
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"JSONPath functions require first argument to be JSON of string, illegal type: {}",
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json_column.type->getName());
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}
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const auto & json_path_column = arguments[1];
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if (!isString(json_path_column.type))
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{
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throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
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"JSONPath functions require second argument "
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"to be JSONPath of type string, illegal type: {}", json_path_column.type->getName());
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}
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if (!isColumnConst(*json_path_column.column))
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{
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throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT, "Second argument (JSONPath) must be constant string");
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}
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const ColumnPtr & arg_jsonpath = json_path_column.column;
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const auto * arg_jsonpath_const = typeid_cast<const ColumnConst *>(arg_jsonpath.get());
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const auto * arg_jsonpath_string = typeid_cast<const ColumnString *>(arg_jsonpath_const->getDataColumnPtr().get());
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const ColumnPtr & arg_json = json_column.column;
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const auto * col_json_const = typeid_cast<const ColumnConst *>(arg_json.get());
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const auto * col_json_string
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= typeid_cast<const ColumnString *>(col_json_const ? col_json_const->getDataColumnPtr().get() : arg_json.get());
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/// Get data and offsets for 1 argument (JSONPath)
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const ColumnString::Chars & chars_path = arg_jsonpath_string->getChars();
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const ColumnString::Offsets & offsets_path = arg_jsonpath_string->getOffsets();
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/// Prepare to parse 1 argument (JSONPath)
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const char * query_begin = reinterpret_cast<const char *>(&chars_path[0]);
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const char * query_end = query_begin + offsets_path[0] - 1;
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/// Tokenize query
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Tokens tokens(query_begin, query_end);
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/// Max depth 0 indicates that depth is not limited
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IParser::Pos token_iterator(tokens, parse_depth);
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/// Parse query and create AST tree
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Expected expected;
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ASTPtr res;
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ParserJSONPath parser;
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const bool parse_res = parser.parse(token_iterator, res, expected);
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if (!parse_res)
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{
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throw Exception(ErrorCodes::BAD_ARGUMENTS, "Unable to parse JSONPath");
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}
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/// Get data and offsets for 2 argument (JSON)
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const ColumnString::Chars & chars_json = col_json_string->getChars();
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const ColumnString::Offsets & offsets_json = col_json_string->getOffsets();
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JSONParser json_parser;
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using Element = typename JSONParser::Element;
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Element document;
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bool document_ok = false;
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/// Parse JSON for every row
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Impl impl;
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GeneratorJSONPath<JSONParser> generator_json_path(res);
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for (const auto i : collections::range(0, input_rows_count))
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{
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std::string_view json{
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reinterpret_cast<const char *>(&chars_json[offsets_json[i - 1]]), offsets_json[i] - offsets_json[i - 1] - 1};
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document_ok = json_parser.parse(json, document);
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bool added_to_column = false;
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if (document_ok)
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{
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/// Instead of creating a new generator for each row, we can reuse the same one.
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generator_json_path.reinitialize();
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added_to_column = impl.insertResultToColumn(*to, document, generator_json_path, context);
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}
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if (!added_to_column)
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{
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to->insertDefault();
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}
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}
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return to;
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}
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};
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};
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template <typename Name, template <typename, typename> typename Impl>
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class FunctionSQLJSON : public IFunction, WithConstContext
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{
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public:
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static FunctionPtr create(ContextPtr context_) { return std::make_shared<FunctionSQLJSON>(context_); }
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explicit FunctionSQLJSON(ContextPtr context_) : WithConstContext(context_) { }
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static constexpr auto name = Name::name;
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String getName() const override { return Name::name; }
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bool isVariadic() const override { return true; }
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size_t getNumberOfArguments() const override { return 0; }
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bool useDefaultImplementationForConstants() const override { return true; }
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ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {1}; }
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bool isSuitableForShortCircuitArgumentsExecution(const DataTypesWithConstInfo & /*arguments*/) const override { return true; }
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DataTypePtr getReturnTypeImpl(const ColumnsWithTypeAndName & arguments) const override
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{
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return Impl<DummyJSONParser, DefaultJSONStringSerializer<DummyJSONParser::Element>>::getReturnType(
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Name::name, arguments, getContext());
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}
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ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
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{
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/// Choose JSONParser.
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/// 1. Lexer(path) -> Tokens
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/// 2. Create ASTPtr
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/// 3. Parser(Tokens, ASTPtr) -> complete AST
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/// 4. Execute functions: call getNextItem on generator and handle each item
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unsigned parse_depth = static_cast<unsigned>(getContext()->getSettingsRef().max_parser_depth);
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#if USE_SIMDJSON
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if (getContext()->getSettingsRef().allow_simdjson)
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return FunctionSQLJSONHelpers::Executor<
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Name,
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Impl<SimdJSONParser, JSONStringSerializer<SimdJSONParser::Element, SimdJSONElementFormatter>>,
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SimdJSONParser>::run(arguments, result_type, input_rows_count, parse_depth, getContext());
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#endif
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return FunctionSQLJSONHelpers::
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Executor<Name, Impl<DummyJSONParser, DefaultJSONStringSerializer<DummyJSONParser::Element>>, DummyJSONParser>::run(
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arguments, result_type, input_rows_count, parse_depth, getContext());
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}
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};
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struct NameJSONExists
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{
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static constexpr auto name{"JSON_EXISTS"};
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};
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struct NameJSONValue
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{
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static constexpr auto name{"JSON_VALUE"};
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};
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struct NameJSONQuery
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{
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static constexpr auto name{"JSON_QUERY"};
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};
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template <typename JSONParser, typename JSONStringSerializer>
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class JSONExistsImpl
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{
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public:
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using Element = typename JSONParser::Element;
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static DataTypePtr getReturnType(const char *, const ColumnsWithTypeAndName &, const ContextPtr &) { return std::make_shared<DataTypeUInt8>(); }
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static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName & arguments) { return arguments.size() - 1; }
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static bool insertResultToColumn(IColumn & dest, const Element & root, GeneratorJSONPath<JSONParser> & generator_json_path, const ContextPtr &)
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{
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Element current_element = root;
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VisitorStatus status;
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while ((status = generator_json_path.getNextItem(current_element)) != VisitorStatus::Exhausted)
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{
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if (status == VisitorStatus::Ok)
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{
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break;
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}
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current_element = root;
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}
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/// insert result, status can be either Ok (if we found the item)
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/// or Exhausted (if we never found the item)
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ColumnUInt8 & col_bool = assert_cast<ColumnUInt8 &>(dest);
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if (status == VisitorStatus::Ok)
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{
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col_bool.insert(1);
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}
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else
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{
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col_bool.insert(0);
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}
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return true;
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}
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};
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template <typename JSONParser, typename JSONStringSerializer>
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class JSONValueImpl
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{
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public:
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using Element = typename JSONParser::Element;
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static DataTypePtr getReturnType(const char *, const ColumnsWithTypeAndName &, const ContextPtr & context)
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{
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if (context->getSettingsRef().function_json_value_return_type_allow_nullable)
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{
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DataTypePtr string_type = std::make_shared<DataTypeString>();
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return std::make_shared<DataTypeNullable>(string_type);
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}
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else
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{
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return std::make_shared<DataTypeString>();
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}
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}
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static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName & arguments) { return arguments.size() - 1; }
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static bool insertResultToColumn(IColumn & dest, const Element & root, GeneratorJSONPath<JSONParser> & generator_json_path, const ContextPtr & context)
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{
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Element current_element = root;
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VisitorStatus status;
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while ((status = generator_json_path.getNextItem(current_element)) != VisitorStatus::Exhausted)
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{
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if (status == VisitorStatus::Ok)
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{
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if (context->getSettingsRef().function_json_value_return_type_allow_complex)
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{
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break;
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}
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else if (!(current_element.isArray() || current_element.isObject()))
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{
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break;
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}
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}
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else if (status == VisitorStatus::Error)
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{
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/// ON ERROR
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/// Here it is possible to handle errors with ON ERROR (as described in ISO/IEC TR 19075-6),
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/// however this functionality is not implemented yet
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}
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current_element = root;
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}
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if (status == VisitorStatus::Exhausted)
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return false;
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ColumnString * col_str = nullptr;
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if (isColumnNullable(dest))
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{
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ColumnNullable & col_null = assert_cast<ColumnNullable &>(dest);
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col_null.getNullMapData().push_back(0);
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col_str = assert_cast<ColumnString *>(&col_null.getNestedColumn());
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}
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else
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{
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col_str = assert_cast<ColumnString *>(&dest);
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}
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JSONStringSerializer json_serializer(*col_str);
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if (current_element.isString())
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{
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auto str = current_element.getString();
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json_serializer.addRawString(str);
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}
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else
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json_serializer.addElement(current_element);
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json_serializer.commit();
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return true;
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}
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};
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/**
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* Function to test jsonpath member access, will be removed in final PR
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* @tparam JSONParser parser
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*/
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template <typename JSONParser, typename JSONStringSerializer>
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class JSONQueryImpl
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{
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public:
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using Element = typename JSONParser::Element;
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static DataTypePtr getReturnType(const char *, const ColumnsWithTypeAndName &, const ContextPtr &) { return std::make_shared<DataTypeString>(); }
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static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName & arguments) { return arguments.size() - 1; }
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static bool insertResultToColumn(IColumn & dest, const Element & root, GeneratorJSONPath<JSONParser> & generator_json_path, const ContextPtr &)
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{
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ColumnString & col_str = assert_cast<ColumnString &>(dest);
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Element current_element = root;
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VisitorStatus status;
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bool success = false;
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const char * array_begin = "[";
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const char * array_end = "]";
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const char * comma = ", ";
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JSONStringSerializer json_serializer(col_str);
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json_serializer.addRawData(array_begin, 1);
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while ((status = generator_json_path.getNextItem(current_element)) != VisitorStatus::Exhausted)
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{
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if (status == VisitorStatus::Ok)
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{
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if (success)
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{
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json_serializer.addRawData(comma, 2);
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}
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success = true;
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json_serializer.addElement(current_element);
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}
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else if (status == VisitorStatus::Error)
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{
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/// ON ERROR
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/// Here it is possible to handle errors with ON ERROR (as described in ISO/IEC TR 19075-6),
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/// however this functionality is not implemented yet
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}
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current_element = root;
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}
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if (!success)
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{
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json_serializer.rollback();
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return false;
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}
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json_serializer.addRawData(array_end, 1);
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json_serializer.commit();
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return true;
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}
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};
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}
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