from pymongo.mongo_client import MongoClient from pymongo.server_api import ServerApi from pathlib import Path import json import os import re import xmltodict uri = "mongodb://msr:fooBar@{}:27017/?authMechanism=DEFAULT".format(os.getenv('MONGO_IP')) # Set the Stable API version when creating a new client client = MongoClient(uri, server_api=ServerApi('1')) # Send a ping to confirm a successful connection try: client.admin.command('ping') print("Pinged your deployment. You successfully connected to MongoDB!") except Exception as e: print(e) def write_collection(_data_path: Path, mongodb_collection): for file in os.listdir(_data_path): if 'sim_data' in file: continue m = re.match(r"(\d\d\d\d\d)-test.xodr", file) try: test_id = m.group(1) except: continue xodr_file_path = _data_path / file if not xodr_file_path.exists(): continue with open(xodr_file_path, 'r') as fp: xodr_dict = xmltodict.parse(fp.read()) sim_file_name = str(test_id) + '-test_sim_data.json' sim_file_path = _data_path / 'sim_data' / sim_file_name if not sim_file_path.exists(): continue with open(sim_file_path, 'r') as fp: sim_data_dict = json.load(fp) xodr_dict['execution_data'] = sim_data_dict mongodb_collection.insert_one(xodr_dict) sdc_sim_db = client['sdc_sim_data'] data_path = Path('./data/') for key, data_dir_name in enumerate(sorted(os.listdir(data_path))): if 'README.md' in data_dir_name or 'data.zip' in data_dir_name: continue campaign_name = 'campaign_{}'.format(key) high_level_data_dir = data_path / data_dir_name / data_dir_name for tool_dir in os.listdir(high_level_data_dir): collection_name = campaign_name + '_' + str(tool_dir) mongodb_collection = sdc_sim_db[collection_name] print('Write collection: {}'.format(collection_name)) write_collection(high_level_data_dir / str(tool_dir), mongodb_collection)