| import pymongo | |
| import os | |
| import pandas as pd | |
| import logging | |
| class MetricsDBRead: | |
| def __init__(self): | |
| self.url = os.getenv('DAILY_MODEL_METRICS_DB_URL') | |
| self.database = "indian_news_metric_history_db" | |
| self.collection = "indian_news_metric_history_coll" | |
| self.__client = None | |
| self.__error = 0 | |
| def __connect(self): | |
| try: | |
| self.__client = pymongo.MongoClient(self.url) | |
| _ = self.__client.list_database_names() | |
| except Exception as conn_exception: | |
| self.__error = 1 | |
| self.__client = None | |
| def __read(self): | |
| try: | |
| db = self.__client[self.database] | |
| coll = db[self.collection] | |
| docs = [] | |
| for doc in coll.find(): | |
| docs.append(doc) | |
| rss_df = pd.DataFrame(docs) | |
| except Exception as insert_err: | |
| self.__error = 1 | |
| rss_df = None | |
| return rss_df | |
| def __close_connection(self): | |
| if self.__client is not None: | |
| self.__client.close() | |
| self.__client = None | |
| def read_metrics_from_db(self): | |
| rss_df = None | |
| if self.url is not None: | |
| if self.__error == 0: | |
| self.__connect() | |
| if self.__error == 0: | |
| rss_df = self.__read() | |
| if self.__error == 0: | |
| logging.info("Daily Metrics Read Successful") | |
| if self.__client is not None: | |
| self.__close_connection() | |
| return rss_df | |