from data_processor import DataProcessor class MatrixBuilder: def __init__(self, data_processor, verbose=False): self.data_processor = data_processor self.verbose = verbose def build_multitable_matrix(self, tables_data): matrix = {} for table_name, table_rows in tables_data.items(): self.print_verbose_message(f"Building matrix for table: {table_name}") matrix[table_name] = self._build_matrix_for_table(tables_data, table_name, table_rows.copy()) return matrix def _build_matrix_for_table(self, tables_data, table_name, table_rows, reference_map={}): self.print_verbose_message(f"Starting matrix build for table: {table_name}") matrix = {table_name: table_rows} reference_map = reference_map.copy() self._process_link_fields(table_name, tables_data, reference_map) self._populate_matrix_with_related_content(tables_data, matrix, table_name, table_rows, reference_map) return matrix[table_name] def _populate_matrix_with_related_content(self, tables_data, matrix, table_name, table_rows, reference_map): for table_row in table_rows: for column_name, cell_content in table_row.items(): if column_name in reference_map: self.print_verbose_message(f"Handling linked content for column: {column_name}") self._handle_linked_content(tables_data, matrix, table_row, column_name, cell_content, reference_map) def _handle_linked_content(self, tables_data, matrix, table_row, column_name, cell_content, reference_map): link_table_id = reference_map[column_name]["link_row_table_id"] link_field_id = reference_map[column_name]["link_row_related_field_id"] if not link_field_id: raise Exception("link_row_related_field_id has to be a positive number") self.print_verbose_message(f"Fetching related content for table ID: {link_table_id} and field ID: {link_field_id}") new_content = self._fetch_related_content(tables_data, matrix, cell_content, link_table_id, link_field_id, reference_map) table_row[column_name] = new_content def _fetch_related_content(self, tables_data, matrix, cell_content, link_table_id, link_field_id, reference_map): new_content = [] for entry in cell_content: related_cell_id = self._generate_related_cell_identifier(link_table_id, link_field_id, entry["id"]) self.print_verbose_message(f"Generated related cell identifier: {related_cell_id}") if related_cell_id not in reference_map.get("embeded", []): reference_map.setdefault("embeded", []).append(related_cell_id) matrix[link_table_id] = self._build_matrix_for_table(tables_data, link_table_id, tables_data[link_table_id].copy(), reference_map) new_content.append(entry) return new_content def _generate_related_cell_identifier(self, table_id, column_id, row_id): return f"table_{table_id}_field_{column_id}_row_{row_id}" def _process_link_fields(self, table_name, tables_data, reference_map): link_fields = self.data_processor.get_link_fields_for_table(table_name) for link_field in link_fields: self.print_verbose_message(f"Processing link fields for table: {table_name}") self._load_table_data_if_missing(link_field, tables_data) self._update_reference_map(link_field, reference_map) def _load_table_data_if_missing(self, link_field, tables_data): link_table_id = link_field["link_row_table_id"] if link_table_id not in tables_data: self.print_verbose_message(f"Loading data for missing table ID: {link_table_id}") tables_data[link_table_id] = self.data_processor.get_all_rows_from_table(link_table_id) def _update_reference_map(self, link_field, reference_map): field_name = f"field_{link_field['id']}" if field_name not in reference_map: self.print_verbose_message(f"Updating reference map for field: {field_name}") reference_map[field_name] = link_field reference_map[field_name]["embeded"] = [] def print_verbose_message(self, message): if self.verbose: print(message)