#include #include #include #include #include #include #include #include #include #include #include namespace DB { namespace ErrorCodes { extern const int EMPTY_DATA_PASSED; extern const int BAD_ARGUMENTS; extern const int ONLY_NULLS_WHILE_READING_SCHEMA; extern const int CANNOT_EXTRACT_TABLE_STRUCTURE; } static std::optional getOrderedColumnsList( const NamesAndTypesList & columns_list, const Names & columns_order_hint) { if (columns_list.size() != columns_order_hint.size()) return {}; std::unordered_map available_columns; for (const auto & [name, type] : columns_list) available_columns.emplace(name, type); NamesAndTypesList res; for (const auto & name : columns_order_hint) { auto it = available_columns.find(name); if (it == available_columns.end()) return {}; res.emplace_back(name, it->second); } return res; } bool isRetryableSchemaInferenceError(int code) { return code == ErrorCodes::EMPTY_DATA_PASSED || code == ErrorCodes::ONLY_NULLS_WHILE_READING_SCHEMA; } ColumnsDescription readSchemaFromFormat( const String & format_name, const std::optional & format_settings, ReadBufferIterator & read_buffer_iterator, bool retry, ContextPtr & context, std::unique_ptr & buf) { NamesAndTypesList names_and_types; if (FormatFactory::instance().checkIfFormatHasExternalSchemaReader(format_name)) { auto external_schema_reader = FormatFactory::instance().getExternalSchemaReader(format_name, context, format_settings); try { names_and_types = external_schema_reader->readSchema(); } catch (const DB::Exception & e) { throw Exception(ErrorCodes::CANNOT_EXTRACT_TABLE_STRUCTURE, "Cannot extract table structure from {} format file. Error: {}. You can specify the structure manually", format_name, e.message()); } } else if (FormatFactory::instance().checkIfFormatHasSchemaReader(format_name)) { std::string exception_messages; SchemaReaderPtr schema_reader; size_t max_rows_to_read = format_settings ? format_settings->max_rows_to_read_for_schema_inference : context->getSettingsRef().input_format_max_rows_to_read_for_schema_inference; size_t iterations = 0; while (true) { bool is_eof = false; try { buf = read_buffer_iterator(); is_eof = buf->eof(); } catch (...) { auto exception_message = getCurrentExceptionMessage(false); throw Exception(ErrorCodes::CANNOT_EXTRACT_TABLE_STRUCTURE, "Cannot extract table structure from {} format file: {}. You can specify the structure manually", format_name, exception_message); } ++iterations; if (is_eof) { auto exception_message = fmt::format("Cannot extract table structure from {} format file, file is empty", format_name); if (!retry) throw Exception(ErrorCodes::CANNOT_EXTRACT_TABLE_STRUCTURE, "{}. You can specify the structure manually", exception_message); exception_messages += "\n" + exception_message; continue; } try { schema_reader = FormatFactory::instance().getSchemaReader(format_name, *buf, context, format_settings); schema_reader->setMaxRowsToRead(max_rows_to_read); names_and_types = schema_reader->readSchema(); break; } catch (...) { auto exception_message = getCurrentExceptionMessage(false); if (schema_reader) { size_t rows_read = schema_reader->getNumRowsRead(); assert(rows_read <= max_rows_to_read); max_rows_to_read -= schema_reader->getNumRowsRead(); if (rows_read != 0 && max_rows_to_read == 0) { exception_message += "\nTo increase the maximum number of rows to read for structure determination, use setting input_format_max_rows_to_read_for_schema_inference"; if (iterations > 1) { exception_messages += "\n" + exception_message; break; } retry = false; } } if (!retry || !isRetryableSchemaInferenceError(getCurrentExceptionCode())) throw Exception(ErrorCodes::CANNOT_EXTRACT_TABLE_STRUCTURE, "Cannot extract table structure from {} format file. Error: {}. You can specify the structure manually", format_name, exception_message); exception_messages += "\n" + exception_message; } } if (names_and_types.empty()) throw Exception(ErrorCodes::CANNOT_EXTRACT_TABLE_STRUCTURE, "All attempts to extract table structure from files failed. Errors:{}\nYou can specify the structure manually", exception_messages); /// If we have "INSERT SELECT" query then try to order /// columns as they are ordered in table schema for formats /// without strict column order (like JSON and TSKV). /// It will allow to execute simple data loading with query /// "INSERT INTO table SELECT * FROM ..." const auto & insertion_table = context->getInsertionTable(); if (!schema_reader->hasStrictOrderOfColumns() && !insertion_table.empty()) { auto storage = DatabaseCatalog::instance().getTable(insertion_table, context); auto metadata = storage->getInMemoryMetadataPtr(); auto names_in_storage = metadata->getColumns().getNamesOfPhysical(); auto ordered_list = getOrderedColumnsList(names_and_types, names_in_storage); if (ordered_list) names_and_types = *ordered_list; } } else throw Exception(ErrorCodes::BAD_ARGUMENTS, "{} file format doesn't support schema inference. You must specify the structure manually", format_name); return ColumnsDescription(names_and_types); } ColumnsDescription readSchemaFromFormat(const String & format_name, const std::optional & format_settings, ReadBufferIterator & read_buffer_iterator, bool retry, ContextPtr & context) { std::unique_ptr buf_out; return readSchemaFromFormat(format_name, format_settings, read_buffer_iterator, retry, context, buf_out); } DataTypePtr makeNullableRecursivelyAndCheckForNothing(DataTypePtr type) { if (!type) return nullptr; WhichDataType which(type); if (which.isNothing()) return nullptr; if (which.isNullable()) { const auto * nullable_type = assert_cast(type.get()); return makeNullableRecursivelyAndCheckForNothing(nullable_type->getNestedType()); } if (which.isArray()) { const auto * array_type = assert_cast(type.get()); auto nested_type = makeNullableRecursivelyAndCheckForNothing(array_type->getNestedType()); return nested_type ? std::make_shared(nested_type) : nullptr; } if (which.isTuple()) { const auto * tuple_type = assert_cast(type.get()); DataTypes nested_types; for (const auto & element : tuple_type->getElements()) { auto nested_type = makeNullableRecursivelyAndCheckForNothing(element); if (!nested_type) return nullptr; nested_types.push_back(nested_type); } return std::make_shared(std::move(nested_types)); } if (which.isMap()) { const auto * map_type = assert_cast(type.get()); auto key_type = makeNullableRecursivelyAndCheckForNothing(map_type->getKeyType()); auto value_type = makeNullableRecursivelyAndCheckForNothing(map_type->getValueType()); return key_type && value_type ? std::make_shared(removeNullable(key_type), value_type) : nullptr; } if (which.isLowCarnality()) { const auto * lc_type = assert_cast(type.get()); auto nested_type = makeNullableRecursivelyAndCheckForNothing(lc_type->getDictionaryType()); return nested_type ? std::make_shared(nested_type) : nullptr; } return makeNullable(type); } NamesAndTypesList getNamesAndRecursivelyNullableTypes(const Block & header) { NamesAndTypesList result; for (auto & [name, type] : header.getNamesAndTypesList()) result.emplace_back(name, makeNullableRecursivelyAndCheckForNothing(type)); return result; } }