import datetime import duckdb TABLES = ['LOGS_2023_07', 'LOGS_2023_08', 'LOGS_2023_09', 'LOGS_2023_10', 'LOGS_2023_11', 'LOGS_2023_12'] sql_select_nb_lines = "SELECT COUNT(id) AS nb_lines FROM read_parquet('{table}');" sql_select_nb_requests = "SELECT COUNT(id) AS nb_requests FROM read_parquet('{table}');" sql_select_nb_requests_by_service = "SELECT ogc_service AS service, COUNT(id) AS requests FROM read_parquet('{table}') WHERE dge_application IN ('geoserver', 'geonetwork') and ogc_service IN ('wms', 'wfs', 'wmts', 'csw') GROUP BY ogc_service ORDER BY ogc_service;" sql_select_content_size = "SELECT SUM(CAST(org_content_size as INTEGER)) AS size FROM read_parquet('{table}');" sql_select_content_size_by_service = "SELECT ogc_service AS service, SUM(CAST(org_content_size as INTEGER)) AS size FROM read_parquet('{table}') WHERE dge_application IN ('geoserver', 'geonetwork') and ogc_service IN ('wms', 'wfs', 'wmts', 'csw') GROUP BY ogc_service ORDER BY ogc_service;" def read_tables(tables): result = {} for table in tables: pq_file = './parquet/' + table + '.parquet' result[table] = {} result[table]['nb_lines'] = duckdb.sql(sql_select_nb_lines.format(table=pq_file)).fetchone()[0] result[table]['nb_requests_all'] = duckdb.sql(sql_select_nb_requests.format(table=pq_file)).fetchone()[0] nb_requests_by_service = duckdb.sql(sql_select_nb_requests_by_service.format(table=pq_file)).fetchall() result[table]['nb_requests_other'] = 0 result[table]['nb_requests_services'] = 0 for row in nb_requests_by_service: result[table]['nb_' + row[0]] = row[1] result[table]['nb_requests_services'] += row[1] result[table]['size_all'] = duckdb.sql(sql_select_content_size.format(table=pq_file)).fetchone()[0] size_by_service = duckdb.sql(sql_select_content_size_by_service.format(table=pq_file)).fetchall() result[table]['size_other'] = 0 result[table]['size_services'] = 0 for row in size_by_service: result[table]['size_' + row[0]] = row[1] result[table]['size_services'] += row[1] result[table]['nb_requests_other'] = result[table]['nb_requests_all'] - result[table]['nb_requests_services'] result[table]['size_other'] = result[table]['size_all'] - result[table]['size_services'] return result def print_result(result): print('-'*80) lines = [] first = True for table in result: if first: line = ['TABLE'] line.extend([str(key).upper() for key in result[table]]) lines.append(','.join(line)) first = False line = [table] line.extend([str(result[table][key]) for key in result[table]]) lines.append(','.join(line)) print('\n'.join(lines)) print('-'*80) if __name__ == "__main__": print('=' * 80) start = datetime.datetime.now() print("Start:", start.strftime("%H:%M:%S")) result = read_tables(tables=TABLES) print_result(result) end = datetime.datetime.now() print("End:", end.strftime("%H:%M:%S")) print("Total duration:", str(end - start).split('.')[0]) print('=' * 80)