#include #include #include #include #include namespace DB { namespace ErrorCodes { extern const int INCORRECT_DATA; extern const int CANNOT_READ_ALL_DATA; } namespace { enum { UNKNOWN_FIELD = size_t(-1), NESTED_FIELD = size_t(-2) }; } // unnamed namespace JSONEachRowRowInputStream::JSONEachRowRowInputStream(ReadBuffer & istr_, const Block & header_, const FormatSettings & format_settings) : istr(istr_), header(header_), format_settings(format_settings), name_map(header.columns()) { /// In this format, BOM at beginning of stream cannot be confused with value, so it is safe to skip it. skipBOMIfExists(istr); size_t num_columns = header.columns(); for (size_t i = 0; i < num_columns; ++i) { const String& colname = columnName(i); name_map[colname] = i; /// NOTE You could place names more cache-locally. if ( format_settings.import_nested_json ) { const auto splitted = Nested::splitName(colname); if ( ! splitted.second.empty() ) { const StringRef table_name(colname.data(), splitted.first.size()); name_map[table_name] = NESTED_FIELD; } } } } const String& JSONEachRowRowInputStream::columnName(size_t i) const { return header.safeGetByPosition(i).name; } size_t JSONEachRowRowInputStream::columnIndex(const StringRef& name) const { /// NOTE Optimization is possible by caching the order of fields (which is almost always the same) /// and a quick check to match the next expected field, instead of searching the hash table. const auto it = name_map.find(name); return name_map.end() == it ? UNKNOWN_FIELD : it->second; } /** Read the field name and convert it to column name * (taking into account the current nested name prefix) */ StringRef JSONEachRowRowInputStream::readColumnName(ReadBuffer & buf) { // This is just an optimization: try to avoid copying the name into current_column_name if (nested_prefix_length == 0 && buf.position() + 1 < buf.buffer().end()) { const char * next_pos = find_first_symbols<'\\', '"'>(buf.position() + 1, buf.buffer().end()); if (next_pos != buf.buffer().end() && *next_pos != '\\') { /// The most likely option is that there is no escape sequence in the key name, and the entire name is placed in the buffer. assertChar('"', buf); StringRef res(buf.position(), next_pos - buf.position()); buf.position() += next_pos - buf.position(); assertChar('"', buf); return res; } } current_column_name.resize(nested_prefix_length); readJSONStringInto(current_column_name, buf); return current_column_name; } static void skipColonDelimeter(ReadBuffer & istr) { skipWhitespaceIfAny(istr); assertChar(':', istr); skipWhitespaceIfAny(istr); } void JSONEachRowRowInputStream::skipUnknownField(const StringRef& name_ref) { if (!format_settings.skip_unknown_fields) throw Exception("Unknown field found while parsing JSONEachRow format: " + name_ref.toString(), ErrorCodes::INCORRECT_DATA); skipJSONField(istr, name_ref); } void JSONEachRowRowInputStream::readField(size_t index, MutableColumns & columns) { if (read_columns[index]) throw Exception("Duplicate field found while parsing JSONEachRow format: " + columnName(index), ErrorCodes::INCORRECT_DATA); read_columns[index] = true; try { header.getByPosition(index).type->deserializeTextJSON(*columns[index], istr, format_settings); } catch (Exception & e) { e.addMessage("(while read the value of key " + columnName(index) + ")"); throw; } } bool JSONEachRowRowInputStream::advanceToNextKey(size_t key_index) { skipWhitespaceIfAny(istr); if (istr.eof()) throw Exception("Unexpected end of stream while parsing JSONEachRow format", ErrorCodes::CANNOT_READ_ALL_DATA); else if (*istr.position() == '}') { ++istr.position(); return false; } if (key_index > 0) { assertChar(',', istr); skipWhitespaceIfAny(istr); } return true; } void JSONEachRowRowInputStream::readJSONObject(MutableColumns & columns) { assertChar('{', istr); for ( size_t key_index = 0 ; advanceToNextKey(key_index) ; ++key_index ) { StringRef name_ref = readColumnName(istr); skipColonDelimeter(istr); const size_t column_index = columnIndex(name_ref); if ( column_index == UNKNOWN_FIELD ) skipUnknownField(name_ref); else if ( column_index == NESTED_FIELD ) readNestedData(name_ref.toString(), columns); else readField(column_index, columns); } } void JSONEachRowRowInputStream::readNestedData(const String& name, MutableColumns & columns) { current_column_name = name; current_column_name.push_back('.'); nested_prefix_length = current_column_name.size(); readJSONObject(columns); nested_prefix_length = 0; } bool JSONEachRowRowInputStream::read(MutableColumns & columns) { skipWhitespaceIfAny(istr); /// We consume ;, or \n before scanning a new row, instead scanning to next row at the end. /// The reason is that if we want an exact number of rows read with LIMIT x /// from a streaming table engine with text data format, like File or Kafka /// then seeking to next ;, or \n would trigger reading of an extra row at the end. /// Semicolon is added for convenience as it could be used at end of INSERT query. if (!istr.eof() && (*istr.position() == ',' || *istr.position() == ';')) ++istr.position(); skipWhitespaceIfAny(istr); if (istr.eof()) return false; size_t num_columns = columns.size(); /// Set of columns for which the values were read. The rest will be filled with default values. /// TODO Ability to provide your DEFAULTs. read_columns.assign(num_columns, false); nested_prefix_length = 0; readJSONObject(columns); /// Fill non-visited columns with the default values. for (size_t i = 0; i < num_columns; ++i) if (!read_columns[i]) header.getByPosition(i).type->insertDefaultInto(*columns[i]); return true; } void JSONEachRowRowInputStream::syncAfterError() { skipToUnescapedNextLineOrEOF(istr); } void registerInputFormatJSONEachRow(FormatFactory & factory) { factory.registerInputFormat("JSONEachRow", []( ReadBuffer & buf, const Block & sample, const Context &, size_t max_block_size, const FormatSettings & settings) { return std::make_shared( std::make_shared(buf, sample, settings), sample, max_block_size, settings); }); } }